From 8c95bbc365eeecd8d161b978119d6dde2ed2d030 Mon Sep 17 00:00:00 2001
From: GHA <push@gha>
Date: Thu, 18 Jan 2024 17:47:40 +0000
Subject: [PATCH] update d6c7b4d878680acc645fa3a3d7aa5ce115d762c8

---
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 .nojekyll                                     |    0
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 _sources/cmd-usage.md.txt                     |  486 +
 _sources/dl-deployment-stack.md.txt           |   91 +
 .../displaying-information-example.md.txt     |  227 +
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 .../gallery/structured-pruning-torch.md.txt   |  158 +
 _sources/gallery/tflite-tvm.md.txt            |  250 +
 .../unstructured-pruning-tensorflow.md.txt    |  155 +
 _sources/index.md.txt                         |   20 +
 _sources/introduction.md.txt                  |   19 +
 _sources/json-scenarios.md.txt                |  262 +
 _sources/kenning-api.md.txt                   |  405 +
 _sources/kenning-development.md.txt           |  659 ++
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 _sources/kenning-measurements.md.txt          |   28 +
 _sources/kenning-resources.md.txt             |  132 +
 _sources/kenning-variables.md.txt             |   34 +
 _sources/pipeline-optimizer.md.txt            |  161 +
 _sources/project-readme.md.txt                |  467 +
 _sources/sample-report.md.txt                 |   14 +
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diff --git a/.buildinfo b/.buildinfo
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diff --git a/_sources/cmd-usage.md.txt b/_sources/cmd-usage.md.txt
new file mode 100644
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--- /dev/null
+++ b/_sources/cmd-usage.md.txt
@@ -0,0 +1,486 @@
+# Using Kenning via command line arguments
+
+{{projecturl}} provides several scripts for training, compilation and benchmarking of deep learning models on various target hardware.
+The executable scripts are present in the [kenning.scenarios module](https://github.com/antmicro/kenning/tree/main/kenning/scenarios).
+Sample bash scripts using the scenarios are located in the [scripts directory in the repository](https://github.com/antmicro/kenning/tree/main/scripts).
+
+Runnable scripts in scenarios require implemented classes to be provided from the `kenning.core` module to perform such actions as in-framework inference, model training, model compilation and model benchmarking on target.
+
+To run below examples it is required to install Kenning with dependencies as follows:
+```bash
+pip install "kenning[tensorflow,tvm] @ git+https://github.com/antmicro/kenning.git"
+```
+
+## Command-line arguments for classes
+
+Each class ([](dataset-api), [](modelwrapper-api), [](optimizer-api) and other) provided to the runnable scripts in scenarios can provide command-line arguments that configure the work of an object of the given class.
+
+Each class in `kenning.core` implements `form_argparse` and `from_argparse` methods.
+The former creates an `argparse` group for a given class with its parameters.
+The latter takes the arguments parsed by `argparse` and returns the object of a class.
+
+## Autocompletion for command line interface
+
+{{project}} provides autocompletion for its command line interface.
+This feature requires additional configuration to work properly, which can be done using `kenning completion` command.
+Optionally, it can be configured as described in [argcomplete documentation](https://kislyuk.github.io/argcomplete/).
+
+## Model training
+
+`kenning.scenarios.model_training` performs model training using Kenning's [](modelwrapper-api) and [](dataset-api) objects.
+To get the list of training parameters, select the model and training dataset to use (i.e. `TensorFlowPetDatasetMobileNetV2` model and `PetDataset` dataset) and run:
+
+```bash
+kenning train \
+    --modelwrapper-cls kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2 \
+    --dataset-cls kenning.datasets.pet_dataset.PetDataset \
+    -h
+```
+
+This will list the possible parameters that can be used to configure the dataset, the model, and the training parameters.
+For the above call, the output is as follows:
+
+```bash test-skip
+common arguments:
+  -h, --help            show this help message and exit
+  --verbosity {DEBUG,INFO,WARNING,ERROR,CRITICAL}
+                        Verbosity level
+
+'train' arguments:
+  --modelwrapper-cls MODELWRAPPER_CLS
+                        ModelWrapper-based class with inference implementation to import
+  --dataset-cls DATASET_CLS
+                        Dataset-based class with dataset to import
+  --batch-size BATCH_SIZE
+                        The batch size for training
+  --learning-rate LEARNING_RATE
+                        The learning rate for training
+  --num-epochs NUM_EPOCHS
+                        Number of epochs to train for
+  --logdir LOGDIR       Path to the training logs directory
+
+ModelWrapper arguments:
+  --model-path MODEL_PATH
+                        Path to the model
+
+PetDataset arguments:
+  --classify-by {species,breeds}
+                        Determines if classification should be performed by species or by breeds
+  --image-memory-layout {NHWC,NCHW}
+                        Determines if images should be delivered in NHWC or NCHW format
+
+Dataset arguments:
+  --dataset-root DATASET_ROOT
+                        Path to the dataset directory
+  --inference-batch-size INFERENCE_BATCH_SIZE
+                        The batch size for providing the input data
+  --download-dataset    Downloads the dataset before taking any action. If the dataset files are already downloaded and
+                        the checksum is correct then they are not downloaded again. Is enabled by default.
+  --force-download-dataset
+                        Forces dataset download
+  --external-calibration-dataset EXTERNAL_CALIBRATION_DATASET
+                        Path to the directory with the external calibration dataset
+  --split-fraction-test SPLIT_FRACTION_TEST
+                        Default fraction of data to leave for model testing
+  --split-fraction-val SPLIT_FRACTION_VAL
+                        Default fraction of data to leave for model valdiation
+  --split-seed SPLIT_SEED
+                        Default seed used for dataset split
+```
+
+```{note}
+The list of options depends on [](modelwrapper-api) and [](dataset-api).
+```
+
+At the end, the training can be configured as follows:
+
+```bash timeout=5
+kenning train \
+    --modelwrapper-cls kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2 \
+    --dataset-cls kenning.datasets.pet_dataset.PetDataset \
+    --logdir build/logs \
+    --dataset-root build/pet-dataset \
+    --model-path build/trained-model.h5 \
+    --batch-size 32 \
+    --learning-rate 0.0001 \
+    --num-epochs 50
+```
+
+This will train the model with a 0.0001 learning rate and batch size 32 for 50 epochs.
+The trained model will be saved as `build/trained-model.h5`.
+
+## In-framework inference performance measurements
+
+The `kenning.scenarios.inference_performance` script runs inference on a given model in a framework it was trained on.
+It requires you to provide:
+
+* a [](modelwrapper-api)-based object wrapping the model to be tested,
+* a [](dataset-api)-based object wrapping the dataset applicable to the model,
+* a path to the output JSON file with performance and quality metrics gathered during inference by the [](measurements-api) object.
+
+The example call for the method is as follows:
+
+```bash timeout=5
+kenning test \
+    --modelwrapper-cls kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2 \
+    --dataset-cls kenning.datasets.pet_dataset.PetDataset \
+    --measurements build/tensorflow_pet_dataset_mobilenetv2.json \
+    --model-path kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5 \
+    --dataset-root build/pet-dataset/
+```
+
+The script downloads the dataset to the `build/pet-dataset` directory, loads the `tensorflow_pet_dataset_mobilenetv2.h5` model, runs inference on all images from the dataset and collects performance and quality metrics throughout the run.
+The performance data stored in the JSON file can be later rendered using [](report-generation).
+
+## Testing inference on target hardware
+
+The `kenning.scenarios.inference_tester` and `kenning.scenarios.inference_server` are used for inference testing on target hardware.
+The `inference_tester` loads the dataset and the model, compiles the model and runs inference either locally or remotely using `inference_server`.
+
+The `inference_server` receives the model and input data, and sends output data and statistics.
+
+Both `inference_tester` and `inference_server` require [](runtime-api) to determine the model execution flow.
+Both scripts communicate using the communication protocol implemented in the [](protocol-api).
+
+At the end, the `inference_tester` returns the benchmark data in the form of a JSON file extracted from the [](measurements-api) object.
+
+The `kenning.scenarios.inference_tester` requires:
+
+* a [](modelwrapper-api)-based class that implements model loading, I/O processing and optionally model conversion to ONNX format,
+* a [](runtime-api)-based class that implements data processing and the inference method for the compiled model on the target hardware,
+* a [](dataset-api)-based class that implements data sample fetching and model evaluation,
+* a path to the output JSON file with performance and quality metrics.
+
+An [](optimizer-api)-based class can be provided to compile the model for a given target if needed.
+
+Optionally, it requires a [](protocol-api)-based class when running remotely to communicate with the `kenning.scenarios.inference_server`.
+
+To print the list of required arguments, run:
+
+```bash
+kenning optimize test \
+    --modelwrapper-cls kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2 \
+    --runtime-cls kenning.runtimes.tvm.TVMRuntime \
+    --dataset-cls kenning.datasets.pet_dataset.PetDataset \
+    --compiler-cls kenning.optimizers.tvm.TVMCompiler \
+    --protocol-cls kenning.protocols.network.NetworkProtocol \
+    -h
+```
+
+With the above classes, the help can look as follows:
+
+```bash test-skip
+common arguments:
+  -h, --help            show this help message and exit
+  --verbosity {DEBUG,INFO,WARNING,ERROR,CRITICAL}
+                        Verbosity level
+  --convert-to-onnx CONVERT_TO_ONNX
+                        Before compiling the model, convert it to ONNX and use in compilation (provide a path to save here)
+  --measurements MEASUREMENTS
+                        The path to the output JSON file with measurements
+
+Inference configuration with JSON:
+  Configuration with pipeline defined in JSON file. This section is not compatible with 'Inference configuration with flags'. Arguments with '*' are required.
+
+  --json-cfg JSON_CFG   * The path to the input JSON file with configuration of the inference
+
+Inference configuration with flags:
+  Configuration with flags. This section is not compatible with 'Inference configuration with JSON'. Arguments with '*' are required.
+
+  --modelwrapper-cls MODELWRAPPER_CLS
+                        * ModelWrapper-based class with inference implementation to import
+  --dataset-cls DATASET_CLS
+                        * Dataset-based class with dataset to import
+  --compiler-cls COMPILER_CLS
+                        * Optimizer-based class with compiling routines to import
+  --runtime-cls RUNTIME_CLS
+                        Runtime-based class with the implementation of model runtime
+  --protocol-cls PROTOCOL_CLS
+                        Protocol-based class with the implementation of communication between inference
+                        tester and inference runner
+
+ModelWrapper arguments:
+  --model-path MODEL_PATH
+                        Path to the model
+
+PetDataset arguments:
+  --classify-by {species,breeds}
+                        Determines if classification should be performed by species or by breeds
+  --image-memory-layout {NHWC,NCHW}
+                        Determines if images should be delivered in NHWC or NCHW format
+
+Dataset arguments:
+  --dataset-root DATASET_ROOT
+                        Path to the dataset directory
+  --inference-batch-size INFERENCE_BATCH_SIZE
+                        The batch size for providing the input data
+  --download-dataset    Downloads the dataset before taking any action. If the dataset files are already downloaded and the checksum is correct then they are not downloaded again. Is enabled by default.
+  --force-download-dataset
+                        Forces dataset download
+  --external-calibration-dataset EXTERNAL_CALIBRATION_DATASET
+                        Path to the directory with the external calibration dataset
+  --split-fraction-test SPLIT_FRACTION_TEST
+                        Default fraction of data to leave for model testing
+  --split-fraction-val SPLIT_FRACTION_VAL
+                        Default fraction of data to leave for model valdiation
+  --split-seed SPLIT_SEED
+                        Default seed used for dataset split
+
+TVMRuntime arguments:
+  --save-model-path SAVE_MODEL_PATH
+                        Path where the model will be uploaded
+  --target-device-context {llvm,stackvm,cpu,c,test,hybrid,composite,cuda,nvptx,cl,opencl,sdaccel,aocl,aocl_sw_emu,vulkan,metal,vpi,rocm,ext_dev,hexagon,webgpu}
+                        What accelerator should be used on target device
+  --target-device-context-id TARGET_DEVICE_CONTEXT_ID
+                        ID of the device to run the inference on
+  --runtime-use-vm      At runtime use the TVM Relay VirtualMachine
+
+Runtime arguments:
+  --disable-performance-measurements
+                        Disable collection and processing of performance metrics
+
+TVMCompiler arguments:
+  --model-framework {keras,onnx,darknet,torch,tflite}
+                        The input type of the model, framework-wise
+  --target TARGET       The kind or tag of the target device
+  --target-host TARGET_HOST
+                        The kind or tag of the host (CPU) target device
+  --opt-level OPT_LEVEL
+                        The optimization level of the compilation
+  --libdarknet-path LIBDARKNET_PATH
+                        Path to the libdarknet.so library, for darknet models
+  --compile-use-vm      At compilation stage use the TVM Relay VirtualMachine
+  --output-conversion-function {default,dict_to_tuple}
+                        The type of output conversion function used for PyTorch conversion
+  --conv2d-data-layout CONV2D_DATA_LAYOUT
+                        Configures the I/O layout for the CONV2D operations
+  --conv2d-kernel-layout CONV2D_KERNEL_LAYOUT
+                        Configures the kernel layout for the CONV2D operations
+  --use-fp16-precision  Applies conversion of FP32 weights to FP16
+  --use-int8-precision  Applies conversion of FP32 weights to INT8
+  --use-tensorrt        For CUDA targets: delegates supported operations to TensorRT
+  --dataset-percentage DATASET_PERCENTAGE
+                        Tells how much data from the calibration dataset (training or external) will be used for calibration dataset
+
+Optimizer arguments:
+  --compiled-model-path COMPILED_MODEL_PATH
+                        The path to the compiled model output
+
+NetworkProtocol arguments:
+  --host HOST           The address to the target device
+  --port PORT           The port for the target device
+
+BytesBasedProtocol arguments:
+  --packet-size PACKET_SIZE
+                        The maximum size of the received packets, in bytes.
+  --endianness {big,little}
+                        The endianness of data to transfer
+```
+
+The `kenning.scenarios.inference_server` requires only:
+
+* a [](protocol-api)-based class for the implementation of the communication,
+* a [](runtime-api)-based class for the implementation of runtime routines on device.
+
+Both classes may require some additional arguments that can be listed with the `-h` flag.
+
+An example script for the `inference_tester` is:
+
+```bash test-skip
+kenning optimize test \
+    --modelwrapper-cls kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2 \
+    --runtime-cls kenning.runtimes.tflite.TFLiteRuntime \
+    --dataset-cls kenning.datasets.pet_dataset.PetDataset \
+    --measurements ./build/google-coral-devboard-tflite-tensorflow.json \
+    --compiler-cls kenning.optimizers.tflite.TFLiteCompiler \
+    --protocol-cls kenning.protocols.network.NetworkProtocol \
+    --model-path kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5 \
+    --model-framework keras \
+    --target "edgetpu" \
+    --compiled-model-path build/compiled-model.tflite \
+    --inference-input-type int8 \
+    --inference-output-type int8 \
+    --host 192.168.188.35 \
+    --port 12344 \
+    --packet-size 32768 \
+    --save-model-path /home/mendel/compiled-model.tflite \
+    --dataset-root build/pet-dataset \
+    --inference-batch-size 1 \
+    --verbosity INFO
+```
+
+The above runs with the following `inference_server` setup:
+
+```bash test-skip
+kenning server \
+    --protocol-cls kenning.protocols.network.NetworkProtocol \
+    --runtime-cls kenning.runtimes.tflite.TFLiteRuntime \
+    --host 0.0.0.0 \
+    --port 12344 \
+    --packet-size 32768 \
+    --save-model-path /home/mendel/compiled-model.tflite \
+    --delegates-list libedgetpu.so.1 \
+    --verbosity INFO
+```
+
+```{note}
+This run was tested on a Google Coral Devboard device.
+```
+
+`kenning.scenarios.inference_tester` can be also executed locally - in this case, the `--protocol-cls` argument can be skipped.
+The example call is as follows:
+
+```bash timeout=5
+kenning optimize test \
+    --modelwrapper-cls kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2 \
+    --runtime-cls kenning.runtimes.tvm.TVMRuntime \
+    --dataset-cls kenning.datasets.pet_dataset.PetDataset \
+    --measurements ./build/local-cpu-tvm-tensorflow-classification.json \
+    --compiler-cls kenning.optimizers.tvm.TVMCompiler \
+    --model-path kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5 \
+    --model-framework keras \
+    --target "llvm" \
+    --compiled-model-path ./build/compiled-model.tar \
+    --opt-level 3 \
+    --save-model-path ./build/compiled-model.tar \
+    --target-device-context cpu \
+    --dataset-root ./build/pet-dataset/ \
+    --inference-batch-size 1 \
+    --verbosity INFO
+```
+
+```{note}
+For more examples of running `inference_tester` and `inference_server`, check the [kenning/scripts](https://github.com/antmicro/kenning/tree/main/scripts) directory.
+Directories with scripts for client and server calls for various target devices, deep learning frameworks and compilation frameworks can be found in the [kenning/scripts/edge-runtimes](https://github.com/antmicro/kenning/tree/main/scripts/edge-runtimes) directory.
+```
+
+## Running inference
+
+`kenning.scenarios.inference_runner` is used to run inference locally on a pre-compiled model.
+
+`kenning.scenarios.inference_runner` requires:
+
+* a [](modelwrapper-api)-based class that performs I/O processing specific to the model,
+* a [](runtime-api)-based class that runs inference on target using the compiled model,
+* a [](dataprovider-api)-based class that implements fetching of data samples from various sources,
+* a list of [](outputcollector-api)-based classes that implement output processing for the specific use case.
+
+To print the list of required arguments, run:
+
+```bash test-skip
+python3 -m kenning.scenarios.inference_runner \
+    kenning.modelwrappers.object_detection.darknet_coco.TVMDarknetCOCOYOLOV3 \
+    kenning.runtimes.tvm.TVMRuntime \
+    kenning.dataproviders.camera_dataprovider.CameraDataProvider \
+    --output-collectors kenning.outputcollectors.name_printer.NamePrinter \
+    -h
+```
+
+With the above classes, the help can look as follows:
+
+```bash test-skip
+positional arguments:
+  modelwrappercls       ModelWrapper-based class with inference implementation to import
+  runtimecls            Runtime-based class with the implementation of model runtime
+  dataprovidercls       DataProvider-based class used for providing data
+optional arguments:
+  -h, --help            show this help message and exit
+  --output-collectors OUTPUT_COLLECTORS [OUTPUT_COLLECTORS ...]
+                        List to the OutputCollector-based classes where the results will be passed
+  --verbosity {DEBUG,INFO,WARNING,ERROR,CRITICAL}
+                        Verbosity level
+Inference model arguments:
+  --model-path MODEL_PATH
+                        Path to the model
+  --classes CLASSES     File containing Open Images class IDs and class names in CSV format to use (can be generated using
+                        kenning.scenarios.open_images_classes_extractor) or class type
+Runtime arguments:
+  --disable-performance-measurements
+                        Disable collection and processing of performance metrics
+  --save-model-path SAVE_MODEL_PATH
+                        Path where the model will be uploaded
+  --target-device-context {llvm,stackvm,cpu,c,cuda,nvptx,cl,opencl,aocl,aocl_sw_emu,sdaccel,vulkan,metal,vpi,rocm,ext_dev,hexagon,webgpu}
+                        What accelerator should be used on target device
+  --target-device-context-id TARGET_DEVICE_CONTEXT_ID
+                        ID of the device to run the inference on
+  --input-dtype INPUT_DTYPE
+                        Type of input tensor elements
+  --runtime-use-vm      At runtime use the TVM Relay VirtualMachine
+  --use-json-at-output  Encode outputs of models into a JSON file with base64-encoded arrays
+DataProvider arguments:
+  --video-file-path VIDEO_FILE_PATH
+                        Video file path (for cameras, use /dev/videoX where X is the device ID eg. /dev/video0)
+  --image-memory-layout {NHWC,NCHW}
+                        Determines if images should be delivered in NHWC or NCHW format
+  --image-width IMAGE_WIDTH
+                        Determines the width of the image for the model
+  --image-height IMAGE_HEIGHT
+                        Determines the height of the image for the model
+OutputCollector arguments:
+  --print-type {detector,classificator}
+                        What is the type of model that will input data to the NamePrinter
+```
+
+An example script for `inference_runner`:
+
+```bash test-skip
+python3 -m kenning.scenarios.inference_runner \
+    kenning.modelwrappers.object_detection.darknet_coco.TVMDarknetCOCOYOLOV3 \
+    kenning.runtimes.tvm.TVMRuntime \
+    kenning.dataproviders.camera_dataprovider.CameraDataProvider \
+    --output-collectors kenning.outputcollectors.detection_visualizer.DetectionVisualizer kenning.outputcollectors.name_printer.NamePrinter \
+    --disable-performance-measurements \
+    --model-path kenning:///models/object_detection/yolov3.weights \
+    --save-model-path ../compiled-model.tar \
+    --target-device-context "cuda" \
+    --verbosity INFO \
+    --video-file-path /dev/video0
+```
+
+(report-generation)=
+
+## Generating performance reports
+
+`kenning.scenarios.inference_performance` and `kenning.scenarios.inference_tester` return a JSON file as the result of benchmarks.
+They contain both performance metrics data, and quality metrics data.
+
+The data from JSON files can be analyzed, processed and visualized by the `kenning.scenarios.render_report` script.
+This script parses the information in JSON files and returns an RST file with the report, along with visualizations.
+
+It requires:
+
+* a JSON file with benchmark data,
+* a report name for use in the RST file and for creating Sphinx refs to figures,
+* an RST output file name,
+* `--root-dir` specifying the root directory of the Sphinx documentation where the RST file will be embedded (it is used to compute relative paths),
+* `--img-dir` specifying the path where the figures should be saved,
+* `--report-types`, which is a list describing the types the report falls into.
+
+An example call and the resulting RST file can be observed in [](sample-report).
+
+As for now, the available report types are:
+
+* `performance` - this is the most common report type that renders information about overall inference performance metrics, such as inference time, CPU usage, RAM usage, or GPU utilization,
+* `classification` - this report is specific to the classification task, it renders classification-specific quality figures and metrics, such as confusion matrices, accuracy, precision, G-mean,
+* `detection` - this report is specific to the detection task, it renders detection-specific quality figures and metrics, such as recall-precision curves or mean average precision.
+
+## Displaying information about available classes
+
+`kenning.scenarios.list_classes` and `kenning.scenarios.class_info` provide useful information about classes and can help in creating JSON scenarios.
+
+`kenning.scenarios.list_classes` will list all available classes by default, though the output can be limited by providing positional arguments representing groups of modules: `optimizers`, `runners`, `dataproviders`, `datasets`, `modelwrappers`, `onnxconversions`, `outputcollectors`, `runtimes`.
+The amount of information displayed can be controlled using `-v` and `-vv` flags.
+
+To print available arguments run `python -m kenning.scenarios.list_classes -h`.
+
+`kenning.scenarios.class_info` provides information about a class given in an argument. More precisely, it will display:
+
+* module and class docstrings,
+* dependencies along with the information whether they are available in the current python environment,
+* supported input and output formats,
+* arguments structure used in JSON configurations.
+
+The script uses a module-like path to the file (e.g. `kenning.runtimes.tflite`), but optionally a class can be specified by adding it to the path like so: `kenning.runtimes.tflite.TFLiteRuntime`.
+To get more detailed information, an optional `--load-class-with-args` argument can be passed. This needs all required class arguments to be provided, and that all dependencies are available.
+
+For more detail, check `python -m kenning.scenarios.class_info -h`.
diff --git a/_sources/dl-deployment-stack.md.txt b/_sources/dl-deployment-stack.md.txt
new file mode 100644
index 000000000..18e811c40
--- /dev/null
+++ b/_sources/dl-deployment-stack.md.txt
@@ -0,0 +1,91 @@
+# Deep Learning deployment stack
+
+This chapter lists and describes typical actions performed on deep learning models before deployment on target devices.
+
+## From training to deployment
+
+A deep learning application deployed on IoT devices usually goes through the following process:
+
+* a dataset is prepared for a deep learning process,
+* evaluation metrics are specified based on a given dataset and outputs,
+* data in the dataset undergoes analysis, data loaders that perform the preprocessing are implemented,
+* the deep learning model is either designed from scratch or a baseline is selected from a wide selection of existing pre-trained models for a given deep learning application (classification, detection, semantic segmentation, instance segmentation, etc.) and adjusted to a particular use case,
+* a loss function and a learning algorithm are specified along with the deep learning model,
+* the model is trained, evaluated and improved,
+* the model is compiled to a representation that is applicable to a given target,
+* the model is executed on a target device.
+
+## Dataset preparation
+
+If a model is not available or it is trained for a different use case, the model needs to be trained or re-trained.
+
+Each model requires a dataset - a set of sample inputs (audio signals, images, video sequences, OCT images, other sensors) and, usually, also outputs (association to class or classes, object location, object mask, input description).
+Datasets are usually split into the following categories:
+
+* training dataset - the largest subset that is used to train a model,
+* validation dataset - a relatively small set that is used to verify model performance after each training epoch (the metrics and loss function values show if any overfitting occurred during the training process),
+* test dataset - the subset that acts as the final evaluation of a trained model.
+
+It is required that the test dataset and the training dataset are mutually exclusive, so that the evaluation results are not biased in any way.
+
+Datasets can be either designed from scratch or found in e.g.:
+
+* [Kaggle datasets](https://www.kaggle.com),
+* [Google Dataset Search](https://datasetsearch.research.google.com),
+* [Dataset list](https://www.datasetlist.com),
+* Universities' pages,
+* [Open Images Dataset](https://storage.googleapis.com/openimages/web/index.html),
+* [Common Voice Dataset](https://commonvoice.mozilla.org/en).
+
+## Model preparation and training
+
+Currently, the most popular approach is to find an existing model that fits a given problem and perform transfer learning to adapt the model to the requirements.
+In transfer learning, the existing model's final layers are slightly modified to adapt to a new problem. These updated final layers of the model are trained using the training dataset.
+Finally, some additional layers are unfrozen and the training is performed on a larger number of parameters at a very small learning rate - this process is called fine-tuning.
+
+Transfer learning provides a better starting point for the training process, allows to train a correctly performing model with smaller datasets and reduces the time required to train a model.
+The intuition behind this is that there are multiple common features between various objects in real-life environments, and the features learned from one deep learning scenario can be then reused in another scenario.
+
+Once a model is selected, it requires adequate data input preprocessing in order to perform valid training.
+The input data should be normalized and resized to fit input tensor requirements.
+In case of the training dataset, especially if it is quite small, applying reasonable data augmentations like random brightness, contrast, cropping, jitters or rotations can significantly improve the training process and prevent the network from overfitting.
+
+In the end, a proper training procedure needs to be specified.
+This step includes:
+
+* loss function specification for the model.
+  Some weights regularizations can be specified, along with the loss function, to reduce the chance of overfitting
+* optimizer specification (like Adam, Adagrad).
+  This involves setting hyperparameters properly or adding schedules and automated routines to set those hyperparameters (i.e. scheduling the learning rate value, or using LR-Finder to set the proper learning rate for the scenario)
+* number of epochs specification or scheduling, e.g. early stopping can be introduced.
+* providing some routines for quality metrics measurements
+* providing some routines for saving intermediate models during training (periodically, or the best model according to a particular quality measure)
+
+## Model optimization
+
+A successfully trained model may require some optimizations in order to run on given IoT hardware.
+The optimizations may involve precision of weights, computational representation, or model structure.
+
+Models are usually trained with FP32 precision or mixed precision (FP32 + FP16, depending on the operator).
+Some targets, on the other hand, may significantly benefit from changing the precision from FP32 to FP16, INT8 or INT4.
+The optimizations here are straightforward for the FP16 precision, but the integer-based quantizations require dataset calibration to reduce precision without a significant loss in a model's quality.
+
+Other optimizations change the computational representation of the model by e.g. layer fusion or specialized operators for convolutions of a particular shape, among others.
+
+In the end, there are algorithmic optimizations that change the entire model structure, like weights pruning, conditional computation, model distillation (the current model acts as a teacher that is supposed to improve the quality of a much smaller model).
+
+If these model optimizations are applied, the optimized models should be evaluated using the same metrics as the original model.
+This is required in order to find any drops in quality.
+
+## Model compilation and deployment
+
+Deep learning compilers can transform model representation to:
+
+* a source code for a different programming language, e.g. [Halide](https://halide-lang.org), C, C++, Java, that can be later used on a given target,
+* a machine code utilizing available hardware accelerators with e.g. OpenGL, OpenCL, CUDA, TensorRT, ROCm libraries,
+* an FPGA bitstream,
+* other targets.
+
+Those compiled models are optimized to perform as efficiently as possible on given target hardware.
+
+In the final step, the models are deployed on a hardware device.
diff --git a/_sources/gallery/displaying-information-example.md.txt b/_sources/gallery/displaying-information-example.md.txt
new file mode 100644
index 000000000..eca6ce2da
--- /dev/null
+++ b/_sources/gallery/displaying-information-example.md.txt
@@ -0,0 +1,227 @@
+# Displaying information about available classes
+
+The Kenning project provides several scripts for assessing information about classes (such as [](dataset-api), [](modelwrapper-api), [](optimizer-api)).
+
+Below, we provide an overview of means to display this information.
+
+First, make sure that Kenning is installed:
+```bash
+pip install "kenning @ git+https://github.com/antmicro/kenning.git"
+```
+
+## Kenning list
+
+`kenning list` lists all available classes, grouping them by the base class (group of modules).
+
+The script can be executed as follows:
+
+```bash
+kenning list
+```
+
+This will return a list similar to the one below:
+
+```
+Optimizers (in kenning.optimizers):
+
+    kenning.optimizers.onnx.ONNXCompiler
+    kenning.optimizers.tensorflow_optimizers.TensorFlowOptimizer
+    kenning.optimizers.tvm.TVMCompiler
+    kenning.optimizers.iree.IREECompiler
+    kenning.optimizers.tensorflow_pruning.TensorFlowPruningOptimizer
+    kenning.optimizers.tensorflow_clustering.TensorFlowClusteringOptimizer
+    kenning.optimizers.nni_pruning.NNIPruningOptimizer
+    kenning.optimizers.tflite.TFLiteCompiler
+    kenning.optimizers.model_inserter.ModelInserter
+
+Datasets (in kenning.datasets):
+
+    kenning.datasets.random_dataset.RandomizedClassificationDataset
+    kenning.datasets.coco_dataset.COCODataset2017
+    kenning.datasets.open_images_dataset.OpenImagesDatasetV6
+    kenning.datasets.helpers.detection_and_segmentation.ObjectDetectionSegmentationDataset
+    kenning.datasets.magic_wand_dataset.MagicWandDataset
+    kenning.datasets.common_voice_dataset.CommonVoiceDataset
+    kenning.datasets.pet_dataset.PetDataset
+    kenning.datasets.random_dataset.RandomizedDetectionSegmentationDataset
+    kenning.datasets.imagenet_dataset.ImageNetDataset
+    kenning.datasets.visual_wake_words_dataset.VisualWakeWordsDataset
+
+Modelwrappers (in kenning.modelwrappers):
+
+    kenning.modelwrappers.instance_segmentation.pytorch_coco.PyTorchCOCOMaskRCNN
+    kenning.modelwrappers.object_detection.darknet_coco.TVMDarknetCOCOYOLOV3
+    kenning.modelwrappers.instance_segmentation.yolact.YOLACTWithPostprocessing
+    kenning.modelwrappers.classification.tensorflow_imagenet.TensorFlowImageNet
+    kenning.modelwrappers.instance_segmentation.yolact.YOLACTWrapper
+    kenning.modelwrappers.object_detection.yolo_wrapper.YOLOWrapper
+    kenning.modelwrappers.frameworks.tensorflow.TensorFlowWrapper
+    kenning.modelwrappers.classification.tflite_magic_wand.MagicWandModelWrapper
+    kenning.modelwrappers.classification.tflite_person_detection.PersonDetectionModelWrapper
+    kenning.modelwrappers.instance_segmentation.yolact.YOLACT
+    kenning.modelwrappers.frameworks.pytorch.PyTorchWrapper
+    kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2
+    kenning.modelwrappers.object_detection.yolov4.ONNXYOLOV4
+    kenning.modelwrappers.classification.pytorch_pet_dataset.PyTorchPetDatasetMobileNetV2
+
+...
+
+```
+
+The output of the command can be limited by providing one or more positional arguments representing module groups:
+* `optimizers`,
+* `runners`,
+* `dataproviders`,
+* `datasets`,
+* `modelwrappers`,
+* `onnxconversions`,
+* `outputcollectors`,
+* `runtimes`.
+
+The command can also be used to list available runtimes:
+
+```bash
+kenning list runtimes
+```
+
+Which will return a list similar to the one below::
+
+```
+Runtimes (in kenning.runtimes):
+
+    kenning.runtimes.iree.IREERuntime
+    kenning.runtimes.tflite.TFLiteRuntime
+    kenning.runtimes.pytorch.PyTorchRuntime
+    kenning.runtimes.tvm.TVMRuntime
+    kenning.runtimes.onnx.ONNXRuntime
+    kenning.runtimes.renode.RenodeRuntime
+```
+
+More verbose information is available with `-v` and `-vv` flags. They will display dependencies, descriptions and other information for each class.
+
+## Kenning info
+
+`kenning info` displays more detailed information about a particular class.
+This information is especially useful when creating JSON scenario configurations.
+The command displays the following:
+
+* docstrings
+* dependencies, along with information on availability in the current Python environment
+* supported input and output formats
+* argument structure used in JSON
+
+Let's consider a scenario where we want to compose a Kenning flow utilizing a YOLOv4 ModelWrapper.
+Execute the following command:
+
+```bash
+kenning info kenning.modelwrappers.object_detection.yolov4.ONNXYOLOV4
+```
+
+This will display all the necessary information about the class:
+
+```
+Class: ONNXYOLOV4
+
+Input/output specification:
+* input
+  * shape: (1, 3, keyparams['width'], keyparams['height'])
+  * dtype: float32
+* output
+  * shape: (1, 255, (keyparams['width'] // (8 * (2 ** 0))), (keyparams['height'] // (8 * (2 ** 0))))
+  * dtype: float32
+* output.3
+  * shape: (1, 255, (keyparams['width'] // (8 * (2 ** 1))), (keyparams['height'] // (8 * (2 ** 1))))
+  * dtype: float32
+* output.7
+  * shape: (1, 255, (keyparams['width'] // (8 * (2 ** 2))), (keyparams['height'] // (8 * (2 ** 2))))
+  * dtype: float32
+* detection_output
+  * type: List[DetectObject]
+
+Dependencies:
+* torch
+* numpy
+* onnx
+* torch.nn.functional
+
+Arguments specification:
+* classes
+  * argparse_name: --classes
+  * convert-type: builtins.str
+  * type
+    * string
+  * description: File containing Open Images class IDs and class names in CSV format to use (can be generated using kenning.scenarios.open_images_classes_extractor) or class type
+  * default: coco
+* model_path
+  * argparse_name: --model-path
+  * convert-type: kenning.utils.resource_manager.ResourceURI
+  * type
+    * string
+  * description: Path to the model
+  * required: True
+```
+
+```{note}
+By default, the command only performs static code analysis.
+For example, some values in the input/output specification are expressions because the command did not import or evaluate any values.
+This is done to allow for missing dependencies.
+```
+
+### Loading a class with arguments
+
+To gain access to more detailed information, the `--load-class-with-args` argument can be used.
+Provided that all dependencies are satisfied, the script will load the verified module to collect more detailed information about available settings.
+
+In the example above, the ONNXYOLOV4 configuration specifies that the `model_path` argument is required.
+All dependencies are available as there is no warning message.
+
+To load a class with arguments, run this command:
+
+```bash
+kenning info kenning.modelwrappers.object_detection.yolov4.ONNXYOLOV4 \
+  --load-class-with-args \
+  --model-path kenning:///models/detection/yolov4.onnx
+```
+
+```
+Class: ONNXYOLOV4
+
+Input/output specification:
+* input
+  * shape: (1, 3, 608, 608)
+  * dtype: float32
+* output
+  * shape: (1, 255, 76, 76)
+  * dtype: float32
+* output.3
+  * shape: (1, 255, 38, 38)
+  * dtype: float32
+* output.7
+  * shape: (1, 255, 19, 19)
+  * dtype: float32
+* detection_output
+  * type: List[DetectObject]
+
+Dependencies:
+* onnx
+* numpy
+* torch.nn.functional
+* torch
+
+Arguments specification:
+* classes
+  * argparse_name: --classes
+  * convert-type: builtins.str
+  * type
+    * string
+  * description: File containing Open Images class IDs and class names in CSV format to use (can be generated using kenning.scenarios.open_images_classes_extractor) or class type
+  * default: coco
+* model_path
+  * argparse_name: --model-path
+  * convert-type: kenning.utils.resource_manager.ResourceURI
+  * type
+    * string
+  * description: Path to the model
+  * required: True
+```
+
diff --git a/_sources/gallery/pipeline-manager-example.md.txt b/_sources/gallery/pipeline-manager-example.md.txt
new file mode 100644
index 000000000..eb2fe5989
--- /dev/null
+++ b/_sources/gallery/pipeline-manager-example.md.txt
@@ -0,0 +1,59 @@
+# Visualizing Kenning data flows with Pipeline Manager
+
+[Pipeline Manager](https://github.com/antmicro/kenning-pipeline-manager) is a GUI tool that helps visualize and edit data flows.
+
+This chapter describes how to set up Pipeline Manager and use it with Kenning graphs.
+
+Pipeline Manager is application-agnostic and does not assume any properties of the application it is working with.
+Kenning, however, implements a Pipeline Manager client which provides tools for creating complex Kenning pipelines and flows, while also allowing for running and saving these configurations directly from Pipeline Manager's editor.
+
+![](img/pipeline-manager-visualisation.png)
+
+## Installing Pipeline Manager
+
+Kenning requires extra dependencies in order to run the Pipeline Manager integration.
+To install them, run:
+
+```bash
+pip install "kenning[pipeline_manager] @ git+https://github.com/antmicro/kenning.git"
+```
+
+## Running Pipeline Manager with Kenning
+
+Start the Pipeline Manager client with:
+
+```bash timeout=10
+kenning visual-editor --file-path measurements.json --workspace-dir ./workspace
+```
+
+The `--file-path` option specifies where the results of model benchmarking or the runtime data will be stored.
+
+For runtime data, the following arguments are available:
+
+* `--spec-type` - type of Kenning scenario to be run, can be either `pipeline` (for [optimization and deployment pipeline](../json-scenarios)) or `flow` (for creating [runtime scenarios](../kenning-flow)).
+`pipeline` is the default type.
+* `--host` - Pipeline Manager server address, default: `127.0.0.1`
+* `--port` - Pipeline Manager server port, default: `9000`
+* `--verbosity` - log verbosity
+
+## Using Pipeline Manager
+
+In its default configuration, the web application is available under `http://127.0.0.1:5000/`.
+
+![](./img/pipeline-manager-kenningflow-example.png)
+
+Below, you can find an example Pipeline Manager workflow:
+
+* `Load File` - option available from the drop-down menu on the top left, loads a JSON configuration describing a Kenning scenario.
+
+  For instance, `scripts/jsonconfigs/sample-tflite-pipeline.json` available in Kenning is a basic configuration for an [ Kenning example use case for benchmarking using a native framework](./tflite_tvm.md#benchmarking-a-model-using-a-native-framework).
+
+* Graph editing - adding or removing nodes, editing connections, node options, etc.
+* `Validate` -  validates and returns the information whether the scenario is valid.
+
+  For example, it will return an error when two optimizers in a chain are incompatible with each other.
+
+* `Run` - creates and runs the optimization pipeline or [Kenning runtime flow](../kenning-flow).
+* `Save file` - saves current JSON scenario to a specified path.
+
+More information about how to work with Pipeline Manager is available in the [Pipeline Manager documentation](https://antmicro.github.io/kenning-pipeline-manager/introduction.html).
diff --git a/_sources/gallery/structured-pruning-torch.md.txt b/_sources/gallery/structured-pruning-torch.md.txt
new file mode 100644
index 000000000..bdfa4901b
--- /dev/null
+++ b/_sources/gallery/structured-pruning-torch.md.txt
@@ -0,0 +1,158 @@
+# Structured pruning for PyTorch models
+
+Structured pruning is of the methods for reducing model size, which removes the least contributing neurons, filters and/or convolution kernels.
+In this example, we present scenarios for structured pruning of [`PyTorchPetDatasetMobileNetV2`](https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/pytorch_pet_dataset.py) using [Neural Network Intelligence](https://github.com/microsoft/nni).
+
+## Setup
+
+Install required dependencies:
+
+```bash
+pip install "kenning[nni,reports] @ git+https://github.com/antmicro/kenning.git"
+```
+
+## Experiments
+
+In order to compare with an original model, you need to execute a scenario:
+
+```{literalinclude} ../scripts/jsonconfigs/mobilenetv2-pytorch.json save-as=mobilenetv2-pytorch.json
+:language: json
+```
+
+To run it, use this command:
+
+```bash
+kenning test \
+  --json-cfg mobilenetv2-pytorch.json \
+  --measurements build/torch.json
+```
+
+{{project}} supports activation-based pruners.
+You can choose a specific pruner with the `pruner_type` parameter:
+
+* `apoz` - [`ActivationAPoZRankPruner`](https://nni.readthedocs.io/en/v2.5/Compression/v2_pruning_algo.html#activation-apoz-rank-pruner) based on Average Percentage of Zeros in activations,
+* `mean_rank` - [`ActivationMeanRankPruner`](https://nni.readthedocs.io/en/v2.5/Compression/v2_pruning_algo.html#activation-mean-rank-pruner) based on a metric that calculates the smallest mean value of activations.
+
+These activations are collected during dataset inference.
+The number of samples collected for statistics can be modified with `training_steps`.
+Moreover, pruning has two modes:
+
+* `dependency_aware` - makes pruner aware of dependencies for channels and groups.
+* `normal` - dependencies are ignored.
+
+You can also choose which `activation` the pruner will use - `relu`, `relu6` or `gelu`.
+Additional configuration can be specified in `config_list` which follows a format defined in the [NNI specification](https://nni.readthedocs.io/en/stable/compression/config_list.html#pruning-specific-configuration-keys).
+When `exclude_last_layer` is positive, the optimizer will be configured to exclude the last layer from the pruning process, to prevent changing the size of the output.
+Apart from that, `confidence` defines the coefficient for sparsity inference and batch size of the dummy input for the process.
+When a GPU is available, it is used by default, but as pruning can be memory-consuming, the `pruning_on_cuda` option enables manual GPU usage configuration during the process.
+
+Other arguments affect fine-tuning of the pruned model, e.g. `criterion` and `optimizer` accept paths to classes, respectively calculating a criterion and optimizing a neural network.
+The number of `finetuning_epochs`, the `finetuning_batch_size` and `finetuning_learning_rate` can be modified.
+
+```{literalinclude} ../scripts/jsonconfigs/pruning-mobilenetv2-pytorch.json save-as=pruning-mobilenetv2-pytorch.json
+:language: json
+:emphasize-lines: 16-44
+```
+
+Run the above scenario with:
+
+```bash
+kenning optimize test \
+  --json-cfg pruning-mobilenetv2-pytorch.json \
+  --measurements build/nni-pruning.json
+```
+
+To ensure better quality of performance measurements, we suggest running optimization and tests separately, like below:
+
+```bash test-skip
+kenning optimize --json-cfg pruning-mobilenetv2-pytorch.json
+kenning test \
+  --json-cfg pruning-mobilenetv2-pytorch.json \
+  --measurements build/nni-pruning.json
+```
+
+For more size reduction, you can use larger sparsity with adjusted parameters, like below:
+
+{ emphasize-lines="7,14,18-19,24" }
+```json
+{
+  "type": "kenning.optimizers.nni_pruning.NNIPruningOptimizer",
+  "parameters": {
+    "pruner_type": "mean_rank",
+    "config_list": [
+      {
+        "total_sparsity": 0.15,
+        "op_types": [
+          "Conv2d",
+          "Linear"
+        ]
+      }
+    ],
+    "training_steps": 92,
+    "activation": "relu",
+    "compiled_model_path": "build/nni-pruning-0_15.pth",
+    "mode": "dependency_aware",
+    "finetuning_epochs": 10,
+    "finetuning_batch_size": 64,
+    "confidence": 8,
+    "criterion": "torch.nn.CrossEntropyLoss",
+    "optimizer": "torch.optim.Adam",
+    "pruning_on_cuda": true,
+    "finetuning_learning_rate": 1e-04,
+    "exclude_last_layer": true
+  }
+}
+```
+
+## Results
+
+Models can be compared with the generated report:
+
+```bash
+kenning report \
+  --measurements \
+    build/torch.json \
+    build/nni-pruning.json \
+  --report-path build/nni-pruning.md \
+  --to-html
+```
+
+Pruned models have significantly fewer parameters, which results in decreased GPU and VRAM usage without increasing inference time.
+Summary of a few examples with different sparsity:
+
+| Sparsity      | Accuracy     | Number of parameters | Fine-tuning epochs | Size reduction |
+|---------------|--------------|----------------------|--------------------|----------------|
+| ---           | 0.9632653061 |            4,130,853 |                --- |          0.00% |
+| 0.05          | 0.9299319728 |            3,660,421 |                  3 |         11.27% |
+| 0.15          | 0.8102040816 |            2,813,380 |                 10 |         31.61% |
+
+```{figure} ../img/pruning-nni-classification-comparison.*
+---
+name: pruning-nni-classification-comparison
+alt: Pruning classification comparison
+align: center
+---
+
+Model size, speed and quality comparison for NNI pruning
+```
+
+```{figure} ../img/pruning-nni-gpu-usage-comparison.*
+---
+name: pruning-nni-gpu-usage
+alt: Pruning GPU usage comparison
+align: center
+---
+
+Plot represents changes of GPU usage over time
+```
+
+```{figure} ../img/pruning-nni-gpu-mem-comparison.*
+---
+name: pruning-nni-gpu-mem
+alt: Pruning GPU memory usage comparison
+align: center
+---
+
+Plot represents changes of GPU RAM usage over time
+```
+
diff --git a/_sources/gallery/tflite-tvm.md.txt b/_sources/gallery/tflite-tvm.md.txt
new file mode 100644
index 000000000..d6fc3b8fd
--- /dev/null
+++ b/_sources/gallery/tflite-tvm.md.txt
@@ -0,0 +1,250 @@
+# Model quantization and compilation using TFLite and TVM
+
+Let's consider a simple scenario where we want to optimize the inference time and memory usage of a classification model executed on a x86 CPU.
+
+To do this, we are going to use the [`PetDataset`](https://github.com/antmicro/kenning/blob/main/kenning/datasets/pet_dataset.py) Dataset and the [`TensorFlowPetDatasetMobileNetV2`](https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/tensorflow_pet_dataset.py) ModelWrapper.
+
+## Prepare environment
+
+First of all, we need to install all necessary dependencies:
+
+```bash
+pip install "kenning[tensorflow,tflite,tvm,reports] @ git+https://github.com/antmicro/kenning.git"
+```
+
+## Train the model (optional)
+
+We will skip the training process, we will use [tensorflow_pet_dataset_mobilenetv2.h5](https://dl.antmicro.com/kenning/models/classification/tensorflow_pet_dataset_mobilenetv2.h5).
+In Kenning, available models and resources can be downloaded using URIs with the `kenning://` scheme, in this case `kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5`.
+
+The training of the above model can be performed using the following command:
+
+```bash timeout=30
+kenning train \
+    --modelwrapper-cls kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2 \
+    --dataset-cls kenning.datasets.pet_dataset.PetDataset \
+    --logdir build/logs \
+    --dataset-root build/pet-dataset \
+    --model-path build/trained-model.h5 \
+    --batch-size 32 \
+    --learning-rate 0.0001 \
+    --num-epochs 50
+```
+
+## Benchmarking a model using a native framework
+
+First, we want to check how the trained model performs using the native framework on CPU.
+
+For this, we will use the `kenning test` tool.
+The tool is configured with JSON files (scenarios).
+
+In our case, the JSON file (named `native.json`) will look like this:
+
+```{literalinclude} ../scripts/jsonconfigs/mobilenetv2-tensorflow-native.json save-as=mobilenetv2-tensorflow-native.json
+:language: json
+```
+
+This JSON provides a configuration for running the model natively and evaluating it against a defined Dataset.
+
+For every class in the JSON file above, two keys are required: `type` which is a module path of our class and `parameters` which is used to provide arguments used to create instances of our classes.
+
+In `model_wrapper`, we specify the model used for evaluation - here it is MobileNetV2 trained on PetDataset.
+The `model_path` is the path to the saved model.
+The `TensorFlowPetDatasetMobileNetV2` model wrapper provides methods for loading the model, preprocessing the inputs, postprocessing the outputs and running inference using the native framework (TensorFlow in this case).
+
+The dataset provided for evaluation is PetDataset - here we specify that we want to download the dataset to the `./build/pet-dataset` directory (`dataset_root`).
+The `PetDataset` class can download the dataset (if necessary), load it, read the inputs and outputs from files, process them, and implement evaluation methods for the model.
+
+With the config above saved in the `native.json` file, run the `kenning test` scenario:
+
+```bash
+kenning test \
+  --json-cfg mobilenetv2-tensorflow-native.json \
+  --measurements build/native.json
+```
+
+This tool runs inference based on the given configuration, evaluates the model and stores quality and performance metrics in JSON format, saved to the `build/native.json` file.
+All other JSONs in this example use case can be executed with this command.
+
+To visualize the evaluation and benchmark results, run the `kenning report` tool:
+
+```bash
+kenning report \
+  --report-path build/benchmarks/native.md \
+  --measurements build/native.json \
+  --root-dir build/benchmarks \
+  --img-dir build/benchmarks/img \
+  --report-types performance classification \
+  --report-name 'native'
+```
+
+The `kenning report` tool takes the output JSON file generated by the `kenning test` tool, and creates a report titled `native`, which is saved in the `build/benchmarks/native.md` directory.
+As specified in the `--report-types` flag, we create `performance` and `classification` metrics sections in the report (for example, there is also a `detection` report type for object detection tasks).
+
+The `build/benchmarks/img` directory contains images with the `native_*` prefix visualizing the confusion matrix, CPU and memory usage, as well as inference time.
+
+The `build/benchmarks/native.md` file is a Markdown document containing a full report for the model.
+The document links to the generated visualizations and provides aggregated information about CPU and memory usage, as well as classification quality metrics, such as accuracy, sensitivity, precision, or G-Mean.
+Such a file can be included in a larger, Sphinx-based documentation, which allows easy, automated report generation, using e.g. CI, like in the case of the [Kenning documentation](https://antmicro.github.io/kenning/sample-report.html).
+
+We can also use a simplified command:
+
+```bash
+kenning report \
+  --report-path build/benchmarks/native.md \
+  --measurements build/native.json
+```
+
+The available `--report-types` will be derived from measurements in the `build/native.json` file.
+
+Conveniently, `kenning test` and `kenning report` commands can be reduced to a single `kenning` run:
+
+```bash name=native
+kenning test report \
+  --json-cfg mobilenetv2-tensorflow-native.json \
+  --measurements build/native.json \
+  --report-path build/benchmarks/native.md
+```
+
+While native frameworks are great for training and inference, model design, training on GPUs and distributing training across many devices, e.g. in a cloud environment, there is a fairly large variety of inference-focused frameworks for production purposes that focus on getting the most out of hardware in order to get results as fast as possible.
+
+## Optimizing a model using TensorFlow Lite
+
+TensorFlow Lite is one of such frameworks.
+It is a lightweight library for inferring networks on edge - it has a small binary size (which can be reduced further by disabling unused operators) and a highly optimized format of input models, called FlatBuffers.
+
+Before the TensorFlow Lite Interpreter (runtime for the TensorFlow Lite library) can be used, the model first needs to be optimized and compiled to the `.tflite` format.
+
+Let's add a TensorFlow Lite Optimizer that will convert our MobileNetV2 model to a FlatBuffer format, as well as a TensorFlow Lite Runtime that will execute the model:
+
+
+```{literalinclude} ../scripts/jsonconfigs/mobilenetv2-tensorflow-tflite-f32.json save-as=mobilenetv2-tensorflow-tflite-f32.json
+:language: json
+:lines: 15-24
+```
+
+The configuration of the already existing blocks does not change, and the dataset will not be downloaded again since the files are already present.
+
+The first new addition in comparison to the previous flow is the presence of the `optimizers` list, which allows us to add one or more objects inheriting from the `kenning.core.optimizer.Optimizer` class.
+Optimizers read the model from the input file, apply various optimizations, and then save the optimized model to a new file.
+
+In our current scenario, we will use the `TFLiteCompiler` class - it reads the model in a Keras-specific format, optimizes the model and saves it to the `./build/fp32.tflite` file.
+The parameters of this particular Optimizer are worth noting here (each Optimizer usually has a different set of parameters):
+
+* `target` - indicates what the desired target device (or model type) is, regular CPU is `default`.
+Another example here could be `edgetpu`, which can compile models for the Google Coral platform.
+* `compiled_model_path` - indicates where the model should be saved.
+* `inference_input_type` and `inference_output_type` - indicate what the input and output type of the model should be.
+Usually, all trained models use FP32 weights (32-bit floating point) and activations - using `float32` here keeps the weights unchanged.
+
+Another addition is the `runtime` block which provides a class inheriting from the `kenning.core.runtime.Runtime` class that is able to load the final model and run inference on target hardware.
+Usually, each `Optimizer` has a corresponding `Runtime` capable of running its results.
+
+To compile the scenario (called `tflite-fp32.json`), run:
+
+```bash name=tflite-fp32
+kenning optimize test report \
+  --json-cfg mobilenetv2-tensorflow-tflite-f32.json \
+  --measurements build/tflite-fp32.json \
+  --report-path build/benchmarks/tflite-fp32.md
+```
+
+While it depends on the platform used, you should be able to see a significant improvement in both inference time (model ca. 10-15x faster model compared to the native model) and memory usage (output model ca. 2x smaller).
+What’s worth noting is that we get a significant improvement with no harm to the quality of the model - the outputs stay the same.
+
+![Confusion matrix](../img/confusion-matrix.*)
+
+## Quantizing a model using TensorFlow Lite
+
+To further reduce memory usage, we can quantize the model - it is a process where all weights and activations in a model are calibrated to work with low-precision floating-point or integer reporesentations (i.e. `INT8`), instead of the `FP32` precision.
+While it may severely harm prediction quality, the quality reduction can be negligible with proper calibration.
+
+The model can be quantized during the compilation process in TensorFlow Lite.
+With Kenning, it can be achieved with the following simple additions:
+
+```{literalinclude} ../scripts/jsonconfigs/mobilenetv2-tensorflow-tflite-int8.json save-as=mobilenetv2-tensorflow-tflite-int8.json
+:language: json
+:lines: 15-24
+```
+
+The only changes here in comparison to the previous configuration appear in the `TFLiteCompiler` configuration. We change `target`, `inference_input_type` and `inference_output_type` to `int8`.
+Then, in the background, `TFLiteCompiler` fetches a subset of images from the `PetDataset` object to calibrate the model and the entire model calibration process happens automatically.
+
+Let's run the scenario above (`tflite-int8.json`):
+
+```bash name=tflite-int8
+kenning optimize test report \
+  --json-cfg mobilenetv2-tensorflow-tflite-int8.json \
+  --measurements build/tflite-int8.json \
+  --report-path build/benchmarks/tflite-int8.md
+```
+
+This results in a model over 7 times smaller compared to the native model without significant loss of accuracy (but without speed improvement).
+
+## Speeding up inference with Apache TVM
+
+To speed up inference of a quantized model, we can utilize vector extensions in x86 CPUs, more specifically AVX2.
+To do this, we can use the Apache TVM framework to compile efficient runtimes for various hardware platforms.
+The scenario looks like this:
+
+```{literalinclude} ../scripts/jsonconfigs/mobilenetv2-tensorflow-tvm-avx-int8.json save-as=mobilenetv2-tensorflow-tvm-avx-int8.json
+:language: json
+:lines: 15-33
+```
+
+As visible, adding a new framework is just a matter of simply adding and configuring another optimizer and using a  `Runtime` corresponding to the final `Optimizer`.
+
+The `TVMCompiler`, with `llvm -mcpu=core-avx2` as the target, optimizes and compiles the model to use vector extensions.
+The final result is a `.tar` file containing a shared library that implements the entire model.
+
+Let's compile the scenario (`tvm-avx2-int8.json`):
+
+```bash name=tvm-avx2-int8
+kenning optimize test report \
+  --json-cfg mobilenetv2-tensorflow-tvm-avx-int8.json \
+  --measurements build/tvm-avx2-int8.json \
+  --report-path build/benchmarks/tvm-avx2-int8.md
+```
+
+This results in a model over 40 times faster compared to the native implementation, with a 3x reduction in size.
+
+This demonstrates how easily we can interconnect various frameworks and get the most out of hardware using Kenning, while performing just minor alterations to the configuration file.
+
+The summary of passes looks as follows:
+
+|               | Speed boost | Accuracy     | Size reduction  |
+|---------------|-------------|--------------|-----------------|
+| native        |           1 | 0.9572730984 |               1 |
+| tflite-fp32   | 15.79405698 | 0.9572730984 |     1.965973551 |
+| tflite-int8   | 1.683232669 | 0.9519662539 |      7.02033412 |
+| tvm-avx2-int8 | 41.61514549 | 0.9487005035 |     3.229375069 |
+
+## Automated model comparison
+
+The `kenning report` tool also allows us to compare evaluation results for multiple models.
+Apart from creating a model summary table, it also creates plots aggregating measurements collected during the evaluation process.
+
+To create a comparison report for the above experiments, run:
+
+```bash
+kenning report \
+    --report-path build/benchmarks/summary.md \
+    --measurements \
+        build/native.json \
+        build/tflite-fp32.json \
+        build/tflite-int8.json \
+        build/tvm-avx2-int8.json
+```
+
+Some examples of comparisons between various models rendered with the script:
+
+* Accuracy, inference time and model size comparison:
+
+  ![](../img/accuracy-inference-time-comparison.*)
+* Resource utilization distribution:
+
+  ![](../img/utilization-comparison.*)
+* Comparison of classification metrics:
+
+  ![](../img/classification-metrics-comparison.*)
+* And more
diff --git a/_sources/gallery/unstructured-pruning-tensorflow.md.txt b/_sources/gallery/unstructured-pruning-tensorflow.md.txt
new file mode 100644
index 000000000..eaee6234a
--- /dev/null
+++ b/_sources/gallery/unstructured-pruning-tensorflow.md.txt
@@ -0,0 +1,155 @@
+# Unstructured Pruning of TensorFlow Models
+
+This section contains a tutorial for unstructured pruning of [the TensorFlow classification model](https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/tensorflow_pet_dataset.py).
+
+As is the case with most pruning techniques, this type of unstructured pruning requires fine-tuning after "removing" certain connections through training.
+In unstructured pruning, the weights for certain connections are set to zero.
+The weights and layers are not removed, but the matrices holding weights become sparse.
+It can be used to improve model compression (for storage purposes) and for use with dedicated hardware and libraries that can take advantage of sparse computing.
+
+## Setup
+
+A few additional dependencies are required to prune TensorFlow models, they can be installed using the following command:
+
+```bash
+pip install "kenning[tensorflow,reports] @ git+https://github.com/antmicro/kenning.git"
+```
+
+## Experiments
+
+First, we need to know the performance of the original model which can be achieved by running the following pipeline:
+
+```{literalinclude} ../scripts/jsonconfigs/mobilenetv2-tensorflow.json save-as=mobilenetv2-tensorflow.json
+:language: json
+```
+
+To test it, run:
+
+```bash
+kenning test \
+  --json-cfg mobilenetv2-tensorflow.json \
+  --measurements build/tf.json
+```
+
+`TensorflowPruningOptimizer` has two main parameters for adjusting the pruning process:
+
+* `target_sparsity` - defines sparsity of weights after pruning,
+* `prune_dense` - if `true`, only dense layers will be pruned instead of the entire model.
+
+You can also adjust how often a model will be pruned (with `pruning_frequency`), and when it cannot be pruned (`pruning_end`).
+
+You can also chose an `optimizer` (one of `adam`, `RMSprop` or `SGD`) and specify if network's output is normalized with `disable_from_logits`.
+
+In this example, we decided to fine-tune the model for three epochs with batch size equal to 128.
+
+```{literalinclude} ../scripts/jsonconfigs/pruning-mobilenetv2-tensorflow.json save-as=pruning-mobilenetv2-tensorflow.json
+:language: json
+:emphasize-lines: 15-26
+```
+
+To prune the model, run:
+
+```bash
+kenning optimize \
+  --json-cfg pruning-mobilenetv2-tensorflow.json
+kenning test \
+  --json-cfg pruning-mobilenetv2-tensorflow.json \
+  --measurements build/tf-pruning.json
+```
+
+Despite the fact, that the Kenning CLI is capable of running commands in sequence (like `kenning optimize test [FLAGS]`), we suggest separating them for more measurement precision.
+
+In order to compare a model before and after pruning, you can generate a report using the following command:
+
+```bash
+kenning report \
+  --measurements \
+    build/tf.json \
+    build/tf-pruning.json \
+  --report-path build/tf-pruning.md \
+  --to-html
+```
+
+For greater size reduction, we can use larger sparsity with adjusted parameters, like below:
+
+```json
+{
+  "type": "kenning.optimizers.tensorflow_pruning.TensorFlowPruningOptimizer",
+  "parameters": {
+    "compiled_model_path": "./build/tf-pruning-0_3.h5",
+    "target_sparsity": 0.3,
+    "batch_size": 128,
+    "epochs": 5,
+    "pruning_frequency": 40,
+    "pruning_end": 82,
+    "save_to_zip": true
+  }
+}
+```
+
+The default TensorFlow version of the pretrained MobileNetV2 (`kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5`) is exported with an optimizer, resulting in size increase.
+To ensure better measurement quality, we will present the data with the default MobileNetV2 stripped from any unnecessary information.
+
+Summary of pruned models:
+
+| Sparsity      | Accuracy     | Compressed size | Size reduction |
+|---------------|--------------|-----------------|----------------|
+| ---           | 0.9605442177 |      15,508,373 |          0.00% |
+| 0.15          | 0.9190476190 |      14,062,345 |          9.32% |
+| 0.3           | 0.8367346939 |      12,349,076 |         20.37% |
+
+```{figure} ../img/pruning-tf-classification-comparison.*
+---
+name: pruning-tf-classification-comparison
+alt: Pruning classification comparison
+align: center
+---
+
+Model size, speed and quality comparison for TensorFlow pruning
+```
+
+## (Optional) Clustering
+
+{{project}} provides a few other methods for reducing the size of the model.
+One of such techniques is clustering.
+It groups weights into K groups of similar values.
+Then, it computes K centroids based on those weights and use them as values for new weights.
+In weight matrices, we store indices to corresponding centroid instead of values.
+The indices can be stored as integers with a very small number of bits necessary to represent them, reducing the model size significantly.
+
+You can do this by adding `kenning.optimizers.tensorflow_clustering.TensorFlowClusteringOptimizer`:
+
+```{literalinclude} ../scripts/jsonconfigs/pruning-clustering-mobilenetv2-tensorflow.json save-as=pruning-clustering-mobilenetv2-tensorflow.json
+:language: json
+:lines: 14-34
+:emphasize-lines: 12-20
+```
+
+To run it, use:
+
+```bash
+kenning optimize test report \
+  --json-cfg pruning-clustering-mobilenetv2-tensorflow.json \
+  --measurements build/tf-all.json \
+  --report-path build/tf-pruning-clustering.md \
+  --to-html
+```
+
+Clustering allows for substantial model size reduction without significant decrease in quality.
+Here is a comparison of a model with and without clustering:
+
+| Sparsity  | Number of clusters | Accuracy     | Compressed size | Size reduction |
+|-----------|--------------------|--------------|-----------------|----------------|
+| ---       | ---                | 0.9605442177 |      15,508,373 |          0.00% |
+| 0.15      | ---                | 0.9190476190 |      14,062,345 |          9.32% |
+| 0.15      | 60                 | 0.9006802721 |       4,451,142 |         71.30% |
+
+```{figure} ../img/pruning-clustering-tf-classification-comparison.*
+---
+name: pruning-clustering-tf-classification-comparison
+alt: Pruning classification comparison
+align: center
+---
+
+Model size, speed and quality comparison for TensorFlow pruning and clustering
+```
diff --git a/_sources/index.md.txt b/_sources/index.md.txt
new file mode 100644
index 000000000..8fdf08532
--- /dev/null
+++ b/_sources/index.md.txt
@@ -0,0 +1,20 @@
+# {{project}}
+
+```{toctree}
+:maxdepth: 2
+
+introduction
+project-readme
+dl-deployment-stack
+json-scenarios
+cmd-usage
+kenning-gallery
+kenning-variables
+kenning-measurements
+pipeline-optimizer
+sample-report
+kenning-flow
+kenning-development
+kenning-resources
+kenning-api
+```
diff --git a/_sources/introduction.md.txt b/_sources/introduction.md.txt
new file mode 100644
index 000000000..a9466e614
--- /dev/null
+++ b/_sources/introduction.md.txt
@@ -0,0 +1,19 @@
+# Introduction
+
+{{projecturl}} provides an API for deploying deep learning applications on edge devices using various model training and compilation frameworks.
+
+This documentation consists of the following chapters:
+
+* [Kenning](project-readme) section provides a project description, installation steps and a quick start guide,
+* [Deep Learning deployment stack](dl-deployment-stack) section describes a typical model deployment flow on edge devices,
+* [Defining optimization pipelines in Kenning](json-scenarios) section describes a way to create advanced optimization scenarios with JSON config,
+* [Using Kenning via command-line arguments](cmd-usage) section describes executable scripts available in {{projecturl}},
+* [Kenning gallery](kenning-gallery) contains use cases with models optimization and integration with ROS2, Renode and Pipeline Manager,
+* [Kenning environment variables](kenning-variables) section describes specific variables which can influence how the Kenning works,
+* [Kenning measurements](kenning-measurements) section describes data gathered during the compilation and evaluation process,
+* [Choosing optimal optimization pipeline](pipeline-optimizer) section describes a way to run multiple pipelines and search for the one that achieves the best result
+* [Sample autogenerated report](sample-report) section provides a sample report generated using {{projecturl}},
+* [Creating applications with Kenning](kenning-flow) section describes KenningFlow and its usage,
+* [Developing Kenning blocks](kenning-development) section describes a way to develop new Kenning components,
+* [Kenning resources](kenning-resources) section describes how Kenning deals with its resources (pretrained models, datasets etc.),
+* [Kenning API](kenning-api) section provides an in-depth description of the {{projecturl}} API.
diff --git a/_sources/json-scenarios.md.txt b/_sources/json-scenarios.md.txt
new file mode 100644
index 000000000..7e7b0325f
--- /dev/null
+++ b/_sources/json-scenarios.md.txt
@@ -0,0 +1,262 @@
+# Defining optimization pipelines in Kenning
+
+{{project}} blocks (specified in the [](kenning-api)) can be configured either via command line (see [](cmd-usage)), or via configuration files, specified in JSON format.
+The latter approach allows the user to create more advanced and easy-to-reproduce scenarios for model deployment.
+Most notably, various optimizers available through Kenning can be chained to utilize various optimizations and get better performing models.
+
+One of the scenarios most commonly used in Kenning is model optimization and compilation.
+It can be done using {{json_compilation_script}}.
+
+To run below examples it is required to install Kenning with dependencies as follows:
+```bash
+pip install "kenning[tensorflow,tflite,tvm] @ git+https://github.com/antmicro/kenning.git"
+```
+
+## JSON specification
+
+The {{json_compilation_script}} takes the specification of optimization and the testing flow in a JSON format.
+The root element of the JSON file is a dictionary that can have the following keys:
+
+* `model_wrapper` - **mandatory field**, accepts dictionary as a value that defines the [](modelwrapper-api) object for the deployed model (provides I/O processing, optionally model).
+* `dataset` - **mandatory field**, accepts dictionary as a value that defines the [](dataset-api) object for model optimization and evaluation.
+* `optimizers` - *optional field*, accepts a list of dictionaries specifying the sequence of [](optimizer-api)-based optimizations applied to the model.
+* `protocol` - *optional field*, defines the [](protocol-api) object used to communicate with a remote target platform.
+* `runtime` - *optional field* (**required** when `optimizers` are provided), defines the [](runtime-api)-based object that will infer the model on target device.
+
+Each dictionary in the fields above consists of:
+
+* `type` - appropriate class for the key,
+* `parameters` - `type`-specific arguments for an underlying class (see [](defining-arguments-for-core-classes)).
+
+## Model evaluation using its native framework
+
+The simplest JSON configuration looks as follows:
+
+```{literalinclude} scripts/jsonconfigs/mobilenetv2-tensorflow-native.json save-as=mobilenetv2-tensorflow-native.json
+:language: json
+```
+
+It only takes `model_wrapper` and `dataset`.
+This way, the model will be loaded and evaluated using its native framework.
+
+The [](modelwrapper-api) used is `TensorFlowPetDatasetMobileNetV2`, which is a MobileNetV2 model trained to classify 37 breeds of cats and dogs.
+In the `type` field, we specify the full "path" to the class by specifying the module it is implemented in (`kenning.modelwrappers.classification.tensorflow_pet_dataset`) and the name of the class (`TensorFlowPetDatasetMobileNetV2`) in a Python-like format (dot-separated).
+
+In `parameters`, arguments specific to `TensorFlowPetDatasetMobileNetV2` are provided.
+The following parameters are available based on the argument specification:
+
+```python test-skip
+# this argument structure is taken from kenning.core.model - it is inherited by child classes
+arguments_structure = {
+    'modelpath': {
+        'argparse_name': '--model-path',
+        'description': 'Path to the model',
+        'type': Path,
+        'required': True
+    }
+}
+```
+
+The only mandatory parameter here is `model_path`, which points to a file containing the model.
+It is a required argument.
+
+The `dataset` used here, is `PetDataset`. Like previously, it is provided in a module-like format (`kenning.datasets.pet_dataset.PetDataset`). The parameters here are specified in `kenning.core.dataset.Dataset` (inherited) and `kenning.core.dataset.PetDataset`:
+
+```python test-skip
+arguments_structure = {
+    # coming from kenning.core.dataset.Dataset
+    'root': {
+        'argparse_name': '--dataset-root',
+        'description': 'Path to the dataset directory',
+        'type': Path,
+        'required': True
+    },
+    'batch_size': {
+        'argparse_name': '--inference-batch-size',
+        'description': 'The batch size for providing the input data',
+        'type': int,
+        'default': 1
+    },
+    'download_dataset': {
+        'description': 'Downloads the dataset before taking any action',
+        'type': bool,
+        'default': False
+    },
+    # coming from kenning.datasets.pet_dataset.PetDataset
+    'classify_by': {
+        'argparse_name': '--classify-by',
+        'description': 'Determines if classification should be performed by species or by breeds',
+        'default': 'breeds',
+        'enum': ['species', 'breeds']
+    },
+    'image_memory_layout': {
+        'argparse_name': '--image-memory-layout',
+        'description': 'Determines if images should be delivered in NHWC or NCHW format',
+        'default': 'NHWC',
+        'enum': ['NHWC', 'NCHW']
+    }
+}
+```
+
+As visible, the parameters allow the user to:
+
+* specify the dataset's location,
+* download the dataset,
+* configure data layout and batch size,
+* configure anything specific to the dataset.
+
+```{note}
+For more details on defining parameters for Kenning core classes, check [](defining-arguments-for-core-classes).
+```
+
+If `optimizers` or `runtime` are not specified, the model is executed using the [](modelwrapper-api)'s `run_inference` method.
+The dataset test data is passed through the model and evaluation metrics are collected.
+
+To run the defined pipeline (assuming that the JSON file is under `pipeline.json`), run:
+
+```bash timeout=10
+kenning test \
+    --json-cfg mobilenetv2-tensorflow-native.json \
+    --measurements measurements.json \
+    --verbosity INFO
+```
+
+The `measurements.json` file is the output of the {{json_compilation_script}} providing measurement data.
+It contains information such as:
+
+* the JSON configuration defined above,
+* versions of core class packages used (e.g. `tensorflow`, `torch`, `tvm`),
+* available resource usage readings (CPU usage, GPU usage, memory usage),
+* data necessary for evaluation, such as predictions, confusion matrix, etc.
+
+This information can be later used for [](report-generation).
+
+```{note}
+Check {doc}`kenning-measurements` for more information.
+```
+
+## Optimizing and running a model on a single device
+
+Model optimization and deployment can be performed directly on target device, if the device is able to perform the optimization steps.
+It can also be used to check the outcome of certain optimizations on a desktop platform before deployment.
+
+Optimizations and compilers used in a scenario are defined in the `optimizers` field.
+This field accepts a list of optimizers - they are applied to the model in the same order in which they are defined in the `optimizers` field.
+
+For example, a model can be subjected to the following optimizations:
+
+* Quantization of weights and activations using TensorFlow Lite.
+* Conversion of data layout from NHWC to NCHW format using Apache TVM
+* Compilation to x86 runtime with AVX2 vector extensions using Apache TVM.
+
+Such case will result is the following scenario:
+
+```{literalinclude} scripts/jsonconfigs/mobilenetv2-tensorflow-tvm-avx-int8.json save-as=mobilenetv2-tensorflow-tvm-avx-int8.json
+:language: json
+:emphasize-lines: 15-40
+```
+
+As emphasized above, the `optimizers` list is added, with two entries:
+
+* a `kenning.optimizers.tflite.TFLiteCompiler` type block, quantizing the model,
+* a `kenning.optimizers.tvm.TVMCompiler` type block, performing remaining optimization steps.
+
+In the `runtime` field, a TVM-specific `kenning.runtimes.tvm.TVMRuntime` type is used.
+
+The first optimizer on the list reads the input model path from the [](modelwrapper-api)'s `model_path` field.
+Each consecutive [](optimizer-api) reads the model from a file saved by the previous [](optimizer-api).
+In the simplest scenario, the model is saved to `compiled_model_path` in each optimizer, and is fetched by the next [](optimizer-api).
+
+In case the default output file type of the previous [](optimizer-api) is not supported by the next [](optimizer-api), the first common supported model format is determined and used to pass the model between optimizers.
+
+In case no such format exists, the {{json_compilation_script}} returns an error.
+
+```{note}
+More details on input/output formats between [](optimizer-api) objects can be found in [](kenning-development).
+```
+
+The scenario can be executed as follows:
+
+```bash timeout=20
+kenning optimize test --json-cfg mobilenetv2-tensorflow-tvm-avx-int8.json --measurements output.json
+```
+
+## Compiling a model and running it remotely
+
+For some platforms, we cannot run a Python script to evaluate or run the model to check its quality - the dataset is too large to fit in the storage, no libraries or compilation tools are available for the target platform, or the device does not have an operating system to run Python on.
+
+In such cases, it is possible to evaluate the system remotely using the [](protocol-api) and the ``kenning.scenarios.inference_server`` scenario.
+
+For this use case, we need two JSON files - one for inference server configuration, and another one for the ``kenning.scenarios.inference_tester`` configuration, which acts as a runtime client.
+
+The client and the server may communicate via different means, protocols and interfaces - we can use TCP communication, UART communication or other.
+It depends on the [](protocol-api) used.
+
+In addition, in such scenario optimizers can be executed either on host (which is default behavior) or on target device.
+To specify it, you can use `location` parameter of the [](optimizer-api).
+
+To create client/server scenario configuration it is required to add a `protocol` entry:
+
+```{literalinclude} scripts/jsonconfigs/tflite-tvm-classification-client-server.json save-as=tflite-tvm-classification-client-server.json
+:language: json
+:emphasize-lines: 48-57
+```
+
+In the `protocol` entry, we specify a `kenning.protocols.network.NetworkProtocol` and provide a server address (`host`), an application port (`port`) and packet size (`packet_size`)
+
+The server parses only `runtime` and `protocol` from the configuration, so any changes to the other of the blocks does not require server restart.
+The server uses `protocol` to receive requests from clients and `runtime` to run the tested models.
+
+The remaining things are provided by the client - input data and model.
+Direct outputs from the model are sent as is to the client, so it can postprocess them and evaluate the model using the dataset.
+The server also sends measurements from its sensors in JSON format as long as it is able to collect and send them.
+
+First, run the server, so that it is available for the client:
+
+```bash terminal=1
+kenning server \
+    --json-cfg tflite-tvm-classification-client-server.json \
+    --verbosity INFO &
+```
+
+Then, run the client:
+
+```bash timeout=60
+kenning optimize test \
+    --json-cfg tflite-tvm-classification-client-server.json \
+    --measurements ./build/tflite-tvm-classification.json \
+    --verbosity INFO
+```
+
+The rest of the flow is automated.
+
+To execute one of the optimizers on the target-side, simply add the `location` parameter as follows:
+
+{ emphasize-lines="20" }
+```json
+"optimizers":
+[
+    {
+        "type": "kenning.optimizers.tflite.TFLiteCompiler",
+        "parameters":
+        {
+            "target": "int8",
+            "compiled_model_path": "./build/int8.tflite",
+            "inference_input_type": "int8",
+            "inference_output_type": "int8"
+        }
+    },
+    {
+        "type": "kenning.optimizers.tvm.TVMCompiler",
+        "parameters": {
+            "target": "llvm -mcpu=core-avx2",
+            "opt_level": 3,
+            "conv2d_data_layout": "NCHW",
+            "compiled_model_path": "./build/int8_tvm.tar",
+            "location": "target"
+        }
+    }
+],
+```
+
+and start the client the same as above (it is not required to restart server).
diff --git a/_sources/kenning-api.md.txt b/_sources/kenning-api.md.txt
new file mode 100644
index 000000000..890423ede
--- /dev/null
+++ b/_sources/kenning-api.md.txt
@@ -0,0 +1,405 @@
+# Kenning API
+
+## Deployment API overview
+
+```{figure} img/class-flow.png
+---
+name: class-flow
+alt: Kenning core classes and interactions between them
+align: center
+---
+
+Kenning core classes and interactions between them.
+The green blocks represent the flow of input data passed to the model for inference.
+The orange blocks represent the flow of model deployment, from training to inference on target device.
+The grey blocks represent the inference results and metrics flow.
+```
+
+{{projecturl}} provides:
+
+* a [](dataset-api) class - performs dataset download, preparation, input preprocessing, output postprocessing and model evaluation,
+* a [](modelwrapper-api) class - trains the model, prepares the model, performs model-specific input preprocessing and output postprocessing, runs inference on host using a native framework,
+* a [](optimizer-api) class - optimizes and compiles the model,
+* a [](runtime-api) class - loads the model, performs inference on compiled model, runs target-specific processing of inputs and outputs, and runs performance benchmarks,
+* a [](protocol-api) class - implements the communication protocol between the host and the target,
+* a [](dataconverter-api) class - performs conversion of data between different formats used by surrounding blocks,
+* a [](dataprovider-api) class - implements providing data for inference from such sources as camera, TCP connection, or others,
+* a [](outputcollector-api) class - implements parsing and utilizing data coming from inference (such as displaying visualizations or sending results via TCP).
+
+### Model processing
+
+The orange blocks and arrows in {numref}`class-flow` represent a model's life cycle:
+
+* the model is designed, trained, evaluated and improved - the training is implemented in the [](modelwrapper-api).
+  ```{note}
+  This is an optional step - an already trained model can also be wrapped and used.
+  ```
+* the model is passed to the [](optimizer-api) where it is optimized for given hardware and later compiled,
+* during inference testing, the model is sent to the target using [](protocol-api),
+* the model is loaded on target side and used for inference using [](runtime-api).
+
+Once the development of the model is complete, the optimized and compiled model can be used directly on target device using [](runtime-api).
+
+### I/O data flow
+
+The data flow is represented in the {numref}`class-flow` with green blocks.
+The input data flow is depicted using green arrows, and the output data flow is depicted using grey arrows.
+
+Firstly, the input and output data is loaded from dataset files and processed.
+Later, since every model has its specific input preprocessing and output postprocessing routines, the data is passed to the [](modelwrapper-api) methods in order to apply modifications.
+During inference testing, the data is sent to and from the target using [](protocol-api).
+
+Lastly, since [](runtime-api)s also have their specific representations of data, proper I/O processing is applied.
+
+### Data flow reporting
+
+Report rendering requires performance metrics and quality metrics.
+The flow for this is presented with grey lines and blocks in {numref}`class-flow`.
+
+On target side, performance metrics are computed and sent back to the host using the [](protocol-api), and later passed to report rendering.
+After the output data goes through processing in the [](runtime-api) and [](modelwrapper-api), it is compared to the ground truth in the [](dataset-api) during model evaluation.
+In the end, the results of model evaluation are passed to report rendering.
+
+The final report is generated as an RST file containing figures, as can be observed in the [](./sample-report).
+
+(kenningflow-api)=
+## KenningFlow
+
+`kenning.core.flow.KenningFlow` class allows for creation and execution of arbitrary flows built of runners.
+It is responsible for validating all runners provided in a config file and their IO compatibility.
+
+```{eval-rst}
+.. autoclass:: kenning.core.flow.KenningFlow
+   :show-inheritance:
+   :members:
+```
+
+(runner-api)=
+## Runner
+
+`kenning.core.runner.Runner` - based classes are responsible for executing various operation in KenningFlow (i.e. data providing, model execution, data visualization).
+
+The available runner implementations are:
+* [DataProvider](dataprovider-api) - base class for data providing,
+* [ModelRuntimeRunner](https://github.com/antmicro/kenning/blob/main/kenning/runners/modelruntime_runner.py) - for running model inference,
+* [OutputCollector](outputcollector-api) - for processing model output.
+
+```{eval-rst}
+.. autoclass:: kenning.core.runner.Runner
+   :show-inheritance:
+   :members:
+```
+
+(dataset-api)=
+## Dataset
+
+`kennning.core.dataset.Dataset` - based classes are responsible for:
+
+* dataset preparation, including download routines (use the `--download-dataset` flag to download the dataset data),
+* input preprocessing into a format expected by most models for a given task,
+* output postprocessing for the evaluation process,
+* model evaluation based on its predictions,
+* sample subdivision into training and validation datasets.
+
+The Dataset objects are used by:
+
+* [](modelwrapper-api) - for training purposes and model evaluation,
+* [](optimizer-api) - can be used e.g. for extracting a calibration dataset for quantization purposes,
+* [](runtime-api) - for model evaluation on target hardware.
+
+The available dataset implementations are included in the `kenning.datasets` submodule.
+Example implementations:
+
+* [PetDataset](https://github.com/antmicro/kenning/blob/main/kenning/datasets/pet_dataset.py) for classification,
+* [OpenImagesDatasetV6](https://github.com/antmicro/kenning/blob/main/kenning/datasets/open_images_dataset.py) for object detection,
+* [RandomizedClassificationDataset](https://github.com/antmicro/kenning/blob/main/kenning/datasets/random_dataset.py).
+
+```{eval-rst}
+.. autoclass:: kenning.core.dataset.Dataset
+   :show-inheritance:
+   :members:
+```
+
+(modelwrapper-api)=
+## ModelWrapper
+
+`kenning.core.model.ModelWrapper` base class requires implementing methods for:
+
+* model preparation,
+* model saving and loading,
+* model saving to the ONNX format,
+* model-specific preprocessing of inputs and postprocessing of outputs, if necessary,
+* model inference,
+* providing metadata (framework name and version),
+* model training,
+* input format specification,
+* conversion of model inputs and outputs to bytes for the `kenning.core.protocol.Protocol` objects.
+
+The `ModelWrapper` provides methods for running inference in a loop for data from a dataset and measuring the model's quality and inference performance.
+
+The `kenning.modelwrappers.frameworks` submodule contains framework-wise implementations of the `ModelWrapper` class - they implement all methods common for given frameworks regardless of the model used.
+
+For the `Pet Dataset wrapper` object, there is an example classifier implemented in TensorFlow 2.x called `TensorFlowPetDatasetMobileNetV2 <https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/tensorflow_pet_dataset.py>`_.
+
+Model wrapper examples:
+
+* [PyTorchWrapper](https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/frameworks/pytorch.py) and [TensorFlowWrapper](https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/frameworks/tensorflow.py) implement common methods for all PyTorch and TensorFlow framework models,
+* [PyTorchPetDatasetMobileNetV2](https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/pytorch_pet_dataset.py) wraps the MobileNetV2 model for Pet classification implemented in PyTorch,
+* [TensorFlowDatasetMobileNetV2](https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/tensorflow_pet_dataset.py) wraps the MobileNetV2 model for Pet classification implemented in TensorFlow,
+* [TVMDarknetCOCOYOLOV3](https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/object_detection/darknet_coco.py) wraps the YOLOv3 model for COCO object detection implemented in Darknet (without training and inference methods).
+
+```{eval-rst}
+.. autoclass:: kenning.core.model.ModelWrapper
+   :show-inheritance:
+   :members:
+```
+
+(optimizer-api)=
+## Optimizer
+
+`kenning.core.optimizer.Optimizer` objects wrap the deep learning compilation process.
+They can perform the model optimization (operation fusion, quantization) as well.
+Kenning supports executing optimizations also on the target device.
+To do so you can use `location` parameter which specifies where given [](optimizer-api) would be executed (either `'host'` or `'target'`).
+
+All Optimizer objects should provide methods for compiling models in ONNX format, but they can also provide support for other formats (like Keras .h5 files, or PyTorch .th files).
+
+Example model optimizers:
+
+* [TFLiteCompiler](https://github.com/antmicro/kenning/blob/main/kenning/optimizers/tflite.py) - wraps TensorFlow Lite compilation,
+* [TVMCompiler](https://github.com/antmicro/kenning/blob/main/kenning/optimizers/tvm.py) - wraps TVM compilation.
+
+```{eval-rst}
+.. autoclass:: kenning.core.optimizer.Optimizer
+   :show-inheritance:
+   :members:
+```
+
+(runtime-api)=
+## Runtime
+
+The `kenning.core.runtime.Runtime` class provides interfaces for methods for running compiled models locally or remotely on a target device.
+Runtimes are usually compiler-specific (frameworks for deep learning compilers provide runtime libraries to run compiled models on particular hardware).
+
+The client (host) side of the `Runtime` class utilizes the methods from [](dataset-api), [](modelwrapper-api) and [](protocol-api) classes to run inference on a target device.
+The server (target) side of the `Runtime` class requires method implementation for:
+
+* loading a model delivered by the client,
+* preparing inputs delivered by the client,
+* running inference,
+* preparing outputs for delivery to the client,
+* (optionally) sending inference statistics.
+
+Runtime examples:
+
+* [TFLiteRuntime](https://github.com/antmicro/kenning/blob/main/kenning/runtimes/tflite.py) for models compiled with TensorFlow Lite,
+* [TVMRuntime](https://github.com/antmicro/kenning/blob/main/kenning/runtimes/tvm.py) for models compiled with TVM.
+
+```{eval-rst}
+.. autoclass:: kenning.core.runtime.Runtime
+   :show-inheritance:
+   :members:
+```
+
+(protocol-api)=
+## Protocol
+
+The `kenning.core.protocol.Protocol` class conducts communication between the client (host) and the server (target).
+
+The Protocol class requires method implementation for:
+
+* initializing the server and the client (communication-wise),
+* waiting for the incoming data,
+* data sending,
+* data receiving,
+* uploading model inputs to the server,
+* uploading the model to the server,
+* requesting inference on target,
+* downloading outputs from the server,
+* (optionally) downloading the statistics from the server (e.g. performance speed, CPU/GPU utilization, power consumption),
+* success or failure notifications from the server,
+* message parsing.
+
+Based on the above-mentioned methods, the `kenning.core.runtime.Runtime` connects the host with the target.
+
+Protocol examples:
+
+* [NetworkProtocol](https://github.com/antmicro/kenning/blob/main/kenning/protocols/network.py) - implements a TCP-based communication between the host and the client.
+
+(protocol-spec)=
+### Protocol specification
+
+The communication protocol is message-based.
+Possible messages are:
+
+* `OK` messages - indicate success, and may come with additional information,
+* `ERROR` messages - indicate failure,
+* `DATA` messages - provide input data for inference,
+* `MODEL` messages - provide model to load for inference,
+* `PROCESS` messages - request processing inputs delivered in `DATA` message,
+* `OUTPUT` messages - request processing results,
+* `STATS` messages - request statistics from the target device.
+
+The message types and enclosed data are encoded in a format implemented in the `kenning.core.protocol.Protocol`-based class.
+
+Communication during an inference benchmark session goes as follows:
+
+* The client (host) connects to the server (target),
+* The client sends a `MODEL` request along with the compiled model,
+* The server loads the model from request, prepares everything to run the model and sends an `OK` response,
+* After receiving the `OK` response from the server, the client starts reading input samples from the dataset, preprocesses the inputs, and sends a `DATA` request with the preprocessed input,
+* Upon receiving the `DATA` request, the server stores the input for inference, and sends an `OK` message,
+* Upon receiving confirmation, the client sends a `PROCESS` request,
+* Just after receiving the `PROCESS` request, the server should send an `OK` message to confirm start of inference, and just after the inference is finished, the server should send another `OK` message to confirm that the inference has finished,
+* After receiving the first `OK` message, the client starts measuring inference time until the second `OK` response is received,
+* The client sends an `OUTPUT` request in order to receive the outputs from the server,
+* The server sends an `OK` message along with the output data,
+* The client parses the output and evaluates model performance,
+* The client sends a `STATS` request to obtain additional statistics (inference time, CPU/GPU/Memory utilization) from the server,
+* If the server provides any statistics, it sends an `OK` message with the data,
+* The same process applies to the rest of input samples.
+
+The way the message type is determined and the data between the server and the client is sent depends on the implementation of the `kenning.core.protocol.Protocol` class.
+The implementation of running inference on the given target is contained within the `kenning.core.runtime.Runtime` class.
+
+### Protocol
+
+`kenning.core.protocol.Protocol`-based classes implement the [](protocol-spec) in a given means of transport, e.g. TCP connection or UART.
+It requires method implementation for:
+
+* server (target hardware) and client (compiling host) initialization,
+* sending and receiving data,
+* connecting and disconnecting,
+* model upload (host) and download (target hardware),
+* message parsing and creation.
+
+```{eval-rst}
+.. autoclass:: kenning.core.protocol.Protocol
+   :show-inheritance:
+   :members:
+```
+
+(dataconverter-api)=
+## DataConverter
+
+`kennning.core.dataconverter.DataConverter` - based classes are responsible for:
+
+* converting data to the format expected by surrounding block,
+* converting data from the surrounding block format to one previous block excepts.
+
+The `DataConverter` objects are used by [PipelineRunner](https://github.com/antmicro/kenning/blob/main/kenning/utils/pipeline_runner.py) during inference.
+
+The available implementations of dataconverter are included in the `kenning.dataconverters` submodule.
+Example implementations:
+
+* [ModelWrapperDataConverter](https://github.com/antmicro/kenning/blob/main/kenning/dataconverters/modelwrapper_dataconverter.py) implement conversions by utilizing the [ModelWrapper](modelwrapper-api) classes,
+* [ROS2SegmentationDataConverter](https://github.com/antmicro/kenning/blob/main/kenning/dataconverters/ros2_segmentation_dataconverter.py) performs conversions by utilizing ROS2 action for segmentation problems from [kenning_computer_vision_msgs](https://github.com/antmicro/ros2-kenning-computer-vision-msgs) repository.
+
+```{eval-rst}
+.. autoclass:: kenning.core.dataconverter.DataConverter
+   :show-inheritance:
+   :members:
+```
+
+(measurements-api)=
+## Measurements
+
+The `kenning.core.measurements` module contains `Measurements` and `MeasurementsCollector` classes for collecting performance and quality metrics.
+`Measurements` is a dict-like object that provides various methods for adding performance metrics, adding values for time series, and updating existing values.
+
+The dictionary held by `Measurements` requires serializable data, since most scripts save performance results in JSON format for later report generation.
+
+```{eval-rst}
+.. automodule:: kenning.core.measurements
+   :members:
+```
+
+(onnxconversion-api)=
+## ONNXConversion
+
+The `ONNXConversion` object contains methods for model conversion in various frameworks to ONNX and vice versa.
+It also provides methods for testing the conversion process empirically on a list of deep learning models implemented in the tested frameworks.
+
+```{eval-rst}
+.. autoclass:: kenning.core.onnxconversion.ONNXConversion
+   :show-inheritance:
+   :members:
+```
+
+(dataprovider-api)=
+## DataProvider
+
+The `DataProvider` classes are used during deployment to provide data for inference.
+They can provide data from such sources as a camera, video files, microphone data or a TCP connection.
+
+The available `DataProvider` implementations are included in the `kenning.dataproviders` submodule.
+Example implementations:
+
+* [CameraDataProvider](https://github.com/antmicro/kenning/blob/main/kenning/dataproviders/camera_dataprovider.py) for capturing frames from camera.
+
+```{eval-rst}
+.. autoclass:: kenning.core.dataprovider.DataProvider
+   :show-inheritance:
+   :members:
+```
+
+(outputcollector-api)=
+## OutputCollector
+
+The `OutputCollector` classes are used during deployment for inference results receiving and processing.
+They can display the results, send them, or store them in a file.
+
+The available output collector implementations are included in the `kenning.outputcollectors` submodule.
+Example implementations:
+
+* [DetectionVisualizer](https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/detection_visualizer.py) for visualizing detection model outputs,
+* [BaseRealTimeVisualizer](https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py) base class for real time visualizers:
+   * [RealTimeDetectionVisualizer](https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py)
+      for visualizing detection model outputs,
+   * [RealTimeSegmentationVisualizer](https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py)
+      for visualizing segmentation model outputs,
+   * [RealTimeClassificationVisualizer](https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py)
+      for visualizing classification model outputs.
+
+
+```{eval-rst}
+.. autoclass:: kenning.core.outputcollector.OutputCollector
+   :show-inheritance:
+   :members:
+```
+
+(argumentshandler-api)=
+## ArgumentsHandler
+
+The `ArgumentsHandler` class is responsible for concatenating `arguments_structure` and creating parsers for command line and JSON config arguments.
+
+In order to make some class being able to be instantiated from command line arguments or JSON config it is required to inherit from this class or its child class and implement `from_argparse` or `from_json` methods as described in [](defining-arguments-for-core-classes).
+
+```{eval-rst}
+.. autoclass:: kenning.utils.args_manager.ArgumentsHandler
+   :show-inheritance:
+   :members:
+```
+
+(resourcemanager-api)=
+## ResourceManager
+
+The `ResourceManager` is a singleton class which handles local and remote files for Kenning, such as datasets or models.
+It downloads missing files, provides paths to the available files, resolves custom URL schemes for and manages resource directories for Kenning, including cleanup.
+
+```{eval-rst}
+.. autoclass:: kenning.utils.resource_manager.ResourceManager
+   :show-inheritance:
+   :members:
+```
+
+(resourceuri-api)=
+## ResourceURI
+
+The `ResourceURI` class is a [`pathlib.Path`](https://docs.python.org/3/library/pathlib.html#pathlib.Path)-based object allowing the user to work with Kenning resources, both using regular paths and URI schemes supported by the [](resourcemanager-api).
+
+```{eval-rst}
+.. autoclass:: kenning.utils.resource_manager.ResourceURI
+   :show-inheritance:
+   :members:
+```
diff --git a/_sources/kenning-development.md.txt b/_sources/kenning-development.md.txt
new file mode 100644
index 000000000..7261b484d
--- /dev/null
+++ b/_sources/kenning-development.md.txt
@@ -0,0 +1,659 @@
+# Developing Kenning blocks
+
+This chapter describes the development process of Kenning components.
+
+To run below examples it is required to install Kenning with dependencies as follows:
+```bash
+pip install "kenning[tensorflow] @ git+https://github.com/antmicro/kenning.git"
+```
+
+(model-io-metadata)=
+## Model and I/O metadata
+
+Since not all model formats supported by Kenning provide information about inputs and outputs or other data required for compilation or runtime purposes, each model processed by Kenning comes with a JSON file describing an I/O specification (and other useful metadata).
+
+The JSON file with metadata for file `<model-name>.<ext>` is saved as `<model-name>.<ext>.json` in the same directory.
+
+The example metadata file looks as follows (for ResNet50 for the ImageNet classification problem):
+
+```json
+{
+    "input": [
+        {
+            "name": "input_0",
+            "shape": [1, 224, 224, 3],
+            "dtype": "int8",
+            "order": 0,
+            "scale": 1.0774157047271729,
+            "zero_point": -13,
+            "prequantized_dtype": "float32"
+        }
+    ],
+    "output": [
+        {
+            "name": "output_0",
+            "shape": [1, 1000],
+            "dtype": "int8",
+            "order": 0,
+            "scale": 0.00390625,
+            "zero_point": -128,
+            "prequantized_dtype": "float32"
+        }
+    ]
+}
+```
+
+A sample metadata JSON file may look as follows (for the YOLOv4 detection model):
+
+```json
+{
+    "input": [
+        {
+            "name": "input",
+            "shape": [1, 3, 608, 608],
+            "dtype": "float32"
+        }
+    ],
+    "output": [
+        {
+            "name": "output",
+            "shape": [1, 255, 76, 76],
+            "dtype": "float32"
+        },
+        {
+            "name": "output.3",
+            "shape": [1, 255, 38, 38],
+            "dtype": "float32"
+        },
+        {
+            "name": "output.7",
+            "shape": [1, 255, 19, 19],
+            "dtype": "float32"
+        }
+    ],
+    "processed_output": [
+        {
+            "name": "detection_output",
+            "type": "List[DetectObject]"
+        }
+    ]
+}
+```
+
+In general, the metadata file consist of four fields:
+
+* `input` is a specification of data passed to model wrapper,
+* `processed_input` is a specification of input data preprocessed for wrapped model,
+* `output` is a specification of data returned by wrapped model,
+* `processed_output` is a specification of output data postprocessed by model wrapper.
+
+If `processed_input` or `processed_output` is not specified we assume that there is no processing and it is the same as `input` or `output` respectively.
+Each array consist of dictionaries describing model inputs and outputs.
+
+Parameters common to all fields:
+
+* `name` - input/output name,
+
+Parameters specific to `input` and `output`:
+
+* `shape` - input/output tensor shape,
+* `dtype` - input/output type,
+* `order` - some of the runtimes/optimizers allow accessing inputs and outputs by id.
+  This field describes the id of the current input/output,
+* `scale` - scale parameter for the quantization purposes.
+  Present only if the input/output requires quantization/dequantization,
+* `zero_point` - zero point parameter for the quantization purposes.
+  Present only if the input/output requires quantization/dequantization,
+* `prequantized_dtype` - input/output data type before quantization.
+* `class_name` - list of class names from the dataset.
+  It is used by output collectors to present the data in a human-readable way.
+
+Parameters specific to `input`:
+
+* `mean` - mean used to normalize inputs before model training,
+* `std` - standard deviation used to normalize inputs before model training.
+
+Parameters specific to `output` and `processed_output`:
+
+* `class_name` - list of class names from the dataset.
+  It is used by output collectors to present the data in a human-readable way.
+
+Parameters specific to `processed_input` and `processed_output`:
+* `type` - input/output type if different than `np.ndarray` (i.e. `List[SegmObject]` in segmentation model postprocessed output).
+
+The model metadata is used by all classes in Kenning in order to understand the format of the inputs and outputs.
+
+```{warning}
+The [](optimizer-api) objects can affect the format of inputs and outputs, e.g. quantize the network. It is crucial to update the I/O specification when a block modifies it.
+```
+
+## Implementing a new Kenning component
+
+Firstly, check [](kenning-api) for available building blocks for Kenning and their documentation.
+Adding a new block to Kenning is a matter of creating a new class inheriting from one of `kenning.core` classes, providing configuration parameters, and implementing methods - at least the unimplemented ones.
+
+For example purposes, let's create a sample [](optimizer-api)-based class, which will convert an input model to the TensorFlow Lite format.
+
+First, let's create minimal code with an empty class:
+
+```python
+from kenning.core.optimizer import Optimizer
+
+
+class TensorFlowLiteCompiler(Optimizer):
+    pass
+```
+
+(defining-arguments-for-core-classes)=
+
+### Defining arguments for core classes
+
+Kenning classes can be created in three ways:
+
+* Using constructor in Python,
+* Using argparse from command-line (see [](cmd-usage)),
+* Using JSON-based dictionaries from JSON scenarios (see [](json-scenarios))
+
+To support all three methods, the newly implemented class requires creating a dictionary called `arguments_structure` that holds all configurable parameters of the class, along with their description, type and additional information.
+
+This structure is used to create:
+
+* an `argparse` group, to configure class parameters from terminal level (via the [](argumentshandler-api)'s `form_argparse` method).
+  Later, a class can be created with the `from_argparse` method.
+* a JSON schema to configure the class from a JSON file (via the [](argumentshandler-api)'s `form_parameterschema` method).
+  Later, a class can be created with the `from_parameterschema` method.
+
+`arguments_structure` is a dictionary in the following form:
+
+```python
+arguments_structure = {
+    'argument_name': {
+        'description': 'Help for the argument',
+        'type': str,
+        'required': True
+    }
+}
+```
+
+The `argument_name` is a name used in:
+
+* the Python constructor,
+* an Argparse argument (in a form of `--argument-name`),
+* a JSON argument.
+
+The fields describing the argument are as follows:
+
+* `argparse_name` - if there is a need for a different flag in argparse, it can be provided here,
+* `description` - description of the node, displayed for a parsing error for JSON, or in help in case of command-line access,
+* `type` - type of argument, i.e.:
+    * `Path` from `pathlib` module,
+    * `str`,
+    * `float`,
+    * `int`,
+    * `bool`,
+* `default` - default value for the argument,
+* `required` - boolean, tells if argument is required or not,
+* `enum` - a list of possible values for the argument,
+* `is_list` - tells if argument is a list of objects of types given in `type` field,
+* `nullable` - tells if argument can be empty (`None`).
+
+Let's add parameters to the example class:
+
+```python
+from pathlib import Path
+from kenning.core.optimizer import Optimizer
+from kenning.core.dataset import Dataset
+
+
+class TensorFlowLiteCompiler(Optimizer):
+    arguments_structure = {
+        'inferenceinputtype': {
+            'argparse_name': '--inference-input-type',
+            'description': 'Data type of the input layer',
+            'default': 'float32',
+            'enum': ['float32', 'int8', 'uint8']
+        },
+        'inferenceoutputtype': {
+            'argparse_name': '--inference-output-type',
+            'description': 'Data type of the output layer',
+            'default': 'float32',
+            'enum': ['float32', 'int8', 'uint8']
+        },
+        'quantize_model': {
+            'argparse_name': '--quantize-model',
+            'description': 'Tells if model should be quantized',
+            'type': bool,
+            'default': False
+        },
+        'dataset_percentage': {
+            'description': 'Tells how much data from dataset (from 0.0 to '
+                           '1.0) will be used for calibration dataset',
+            'type': float,
+            'default': 0.25
+        }
+    }
+
+    def __init__(
+            self,
+            dataset: Dataset,
+            compiled_model_path: Path,
+            inferenceinputtype: str = 'float32',
+            inferenceoutputtype: str = 'float32',
+            dataset_percentage: float = 0.25,
+            quantize_model: bool = False):
+        self.inferenceinputtype = inferenceinputtype
+        self.inferenceoutputtype = inferenceoutputtype
+        self.dataset_percentage = dataset_percentage
+        self.quantize_model = quantize_model
+        super().__init__(dataset, compiled_model_path)
+
+    @classmethod
+    def from_argparse(cls, dataset, args):
+        return cls(
+            dataset,
+            args.compiled_model_path,
+            args.inference_input_type,
+            args.inference_output_type,
+            args.dataset_percentage,
+            args.quantize_model
+        )
+```
+
+In addition to defined arguments, there are also default [](optimizer-api) arguments - the [](dataset-api) object and path to save the model (`compiled_model_path`).
+
+Also, a `from_argparse` object creator is implemented, since there are additional parameters (`dataset`) to handle. The `from_parameterschema` function is created automatically.
+
+Additionally, if the new class does not inherit from any Kenning core classes, then it should inherit directly from [](argumentshandler-api) class which is responsible for creating `argparse` groups and JSON schema from `arguments_structure`.
+
+The above implementation of arguments is common for all core classes.
+
+### Defining supported output and input types
+
+The Kenning classes for consecutive steps are meant to work in a seamless manner, which means providing various ways to pass the model from one class to another.
+
+Usually, each class can accept multiple model input formats and provides at least one output format that can be accepted in other classes (except for `terminal` compilers, such as [Apache TVM](https://tvm.apache.org/), that compile models to a runtime library).
+
+The list of supported output formats is represented in a class with an `outputtypes` list:
+
+```python test-skip
+    outputtypes = [
+        'tflite'
+    ]
+```
+
+The supported input formats are delivered in a form of a dictionary, mapping the supported input type name to the function used to load a model:
+
+```python test-skip
+    inputtypes = {
+        'keras': kerasconversion,
+        'tensorflow': tensorflowconversion
+    }
+```
+
+Let's update the code with supported types:
+
+```python
+from kenning.core.optimizer import Optimizer
+import tensorflow as tf
+from pathlib import Path
+
+
+def kerasconversion(modelpath: Path):
+    model = tf.keras.models.load_model(modelpath)
+    converter = tf.lite.TFLiteConverter.from_keras_model(model)
+    return converter
+
+
+def tensorflowconversion(modelpath: Path):
+    converter = tf.lite.TFLiteConverter.from_saved_model(modelpath)
+    return converter
+
+
+class TensorFlowLiteCompiler(Optimizer):
+    arguments_structure = {
+        'inferenceinputtype': {
+            'argparse_name': '--inference-input-type',
+            'description': 'Data type of the input layer',
+            'default': 'float32',
+            'enum': ['float32', 'int8', 'uint8']
+        },
+        'inferenceoutputtype': {
+            'argparse_name': '--inference-output-type',
+            'description': 'Data type of the output layer',
+            'default': 'float32',
+            'enum': ['float32', 'int8', 'uint8']
+        },
+        'quantize_model': {
+            'argparse_name': '--quantize-model',
+            'description': 'Tells if model should be quantized',
+            'type': bool,
+            'default': False
+        },
+        'dataset_percentage': {
+            'description': 'Tells how much data from dataset (from 0.0 to '
+                           '1.0) will be used for calibration dataset',
+            'type': float,
+            'default': 0.25
+        }
+    }
+
+    outputtypes = [
+        'tflite'
+    ]
+
+    inputtypes = {
+        'keras': kerasconversion,
+        'tensorflow': tensorflowconversion
+    }
+
+    def __init__(
+            self,
+            dataset: Dataset,
+            compiled_model_path: Path,
+            inferenceinputtype: str = 'float32',
+            inferenceoutputtype: str = 'float32',
+            dataset_percentage: float = 0.25,
+            quantize_model: bool = False):
+        self.inferenceinputtype = inferenceinputtype
+        self.inferenceoutputtype = inferenceoutputtype
+        self.dataset_percentage = dataset_percentage
+        self.quantize_model = quantize_model
+        super().__init__(dataset, compiled_model_path)
+
+    @classmethod
+    def from_argparse(cls, dataset, args):
+        return cls(
+            dataset,
+            args.compiled_model_path,
+            args.inference_input_type,
+            args.inference_output_type,
+            args.dataset_percentage,
+            args.quantize_model
+        )
+```
+
+### Implementing unimplemented methods
+
+The remaining aspect of developing Kenning classes is implementing unimplemented methods.
+Unimplemented methods raise the `NotImplementedError`.
+
+In case of the [](optimizer-api) class, it is the `compile` method and `get_framework_and_version`.
+
+When implementing unimplemented methods, it is crucial to follow type hints both for inputs and outputs - more details can be found in the documentation for the method.
+Sticking to the type hints ensures compatibility between blocks, which is required for a seamless connection between compilation components.
+
+Let's finish the implementation of the [](optimizer-api)-based class:
+
+```python
+from kenning.core.optimizer import Optimizer
+from kenning.core.dataset import Dataset
+import tensorflow as tf
+from pathlib import Path
+from typing import Optional, Dict, List
+
+
+def kerasconversion(modelpath: Path):
+    model = tf.keras.models.load_model(modelpath)
+    converter = tf.lite.TFLiteConverter.from_keras_model(model)
+    return converter
+
+
+def tensorflowconversion(modelpath: Path):
+    converter = tf.lite.TFLiteConverter.from_saved_model(modelpath)
+    return converter
+
+
+class TensorFlowLiteCompiler(Optimizer):
+    arguments_structure = {
+        'inferenceinputtype': {
+            'argparse_name': '--inference-input-type',
+            'description': 'Data type of the input layer',
+            'default': 'float32',
+            'enum': ['float32', 'int8', 'uint8']
+        },
+        'inferenceoutputtype': {
+            'argparse_name': '--inference-output-type',
+            'description': 'Data type of the output layer',
+            'default': 'float32',
+            'enum': ['float32', 'int8', 'uint8']
+        },
+        'quantize_model': {
+            'argparse_name': '--quantize-model',
+            'description': 'Tells if model should be quantized',
+            'type': bool,
+            'default': False
+        },
+        'dataset_percentage': {
+            'description': 'Tells how much data from dataset (from 0.0 to '
+                           '1.0) will be used for calibration dataset',
+            'type': float,
+            'default': 0.25
+        }
+    }
+
+    outputtypes = [
+        'tflite'
+    ]
+
+    inputtypes = {
+        'keras': kerasconversion,
+        'tensorflow': tensorflowconversion
+    }
+
+    def __init__(
+            self,
+            dataset: Dataset,
+            compiled_model_path: Path,
+            inferenceinputtype: str = 'float32',
+            inferenceoutputtype: str = 'float32',
+            dataset_percentage: float = 0.25,
+            quantize_model: bool = False):
+        self.inferenceinputtype = inferenceinputtype
+        self.inferenceoutputtype = inferenceoutputtype
+        self.dataset_percentage = dataset_percentage
+        self.quantize_model = quantize_model
+        super().__init__(dataset, compiled_model_path)
+
+    @classmethod
+    def from_argparse(cls, dataset, args):
+        return cls(
+            dataset,
+            args.compiled_model_path,
+            args.inference_input_type,
+            args.inference_output_type,
+            args.dataset_percentage,
+            args.quantize_model
+        )
+
+    def compile(
+            self,
+            inputmodelpath: Path,
+            io_spec: Optional[Dict[str, List[Dict]]] = None):
+
+        # load I/O specification for the model
+        if io_spec is None:
+            io_spec = self.load_io_specification(inputmodelpath)
+
+        # load the model using chosen input type
+        converter = self.inputtypes[self.inputtype](inputmodelpath)
+
+        # preparing model compilation using class arguments
+        if self.quantize_model:
+            converter.optimizations = [tf.lite.Optimize.DEFAULT]
+            converter.target_spec.supported_ops = [
+                tf.lite.OpsSet.TFLITE_BUILTINS_INT8
+            ]
+        converter.inference_input_type = tf.as_dtype(self.inferenceinputtype)
+        converter.inference_output_type = tf.as_dtype(self.inferenceoutputtype)
+
+        # dataset can be used during compilation i.e. for calibration
+        # purposes
+        if self.dataset and self.quantize_model:
+            def generator():
+                for entry in self.dataset.calibration_dataset_generator(
+                        self.dataset_percentage):
+                    yield [np.array(entry, dtype=np.float32)]
+            converter.representative_dataset = generator
+
+        # compile and save the model
+        tflite_model = converter.convert()
+        with open(self.compiled_model_path, 'wb') as f:
+            f.write(tflite_model)
+
+        # update the I/O specification
+        interpreter = tf.lite.Interpreter(model_content=tflite_model)
+        signature = interpreter.get_signature_runner()
+
+        def update_io_spec(sig_det, int_det, key):
+            for order, spec in enumerate(io_spec[key]):
+                old_name = spec['name']
+                new_name = sig_det[old_name]['name']
+                spec['name'] = new_name
+                spec['order'] = order
+
+            quantized = any([det['quantization'][0] != 0 for det in int_det])
+            new_spec = []
+            for det in int_det:
+                spec = [
+                    spec for spec in io_spec[key]
+                    if det['name'] == spec['name']
+                ][0]
+
+                if quantized:
+                    scale, zero_point = det['quantization']
+                    spec['scale'] = scale
+                    spec['zero_point'] = zero_point
+                    spec['prequantized_dtype'] = spec['dtype']
+                    spec['dtype'] = np.dtype(det['dtype']).name
+                new_spec.append(spec)
+            io_spec[key] = new_spec
+
+        update_io_spec(
+            signature.get_input_details(),
+            interpreter.get_input_details(),
+            'input'
+        )
+        update_io_spec(
+            signature.get_output_details(),
+            interpreter.get_output_details(),
+            'output'
+        )
+
+        # save updated I/O specification
+        self.save_io_specification(inputmodelpath, io_spec)
+
+    def get_framework_and_version(self):
+        return 'tensorflow', tf.__version__
+```
+
+There are several important things regarding the code snippet above:
+
+* The information regarding inputs and outputs can be collected with the `self.load_io_specification` method, present in all classes.
+* The information about the input format to use is delivered in the `self.inputtype` field - it is updated automatically by the function consulting the best supported format for previous and current block.
+* If the I/O metadata is affected by the current block, it needs to be updated and saved along with the compiled model using the `self.save_io_specification` method.
+
+### Using the implemented block
+
+In the Python script, the above class can be used with other classes from the [](kenning-api) as is - it is a regular Python code.
+
+To use the implemented block in the JSON scenario (as described in [](json-scenarios), the module implementing the class needs to be available from the current directory, or the path to the module needs to be added to the `PYTHONPATH` variable.
+
+Let's assume that the class was implemented in the `my_optimizer.py` file.
+The scenario can look as follows:
+
+{ emphasize-lines="18-29" }
+```json
+{
+    "model_wrapper":
+    {
+        "type": "kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2",
+        "parameters":
+        {
+            "model_path": "kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5"
+        }
+    },
+    "dataset":
+    {
+        "type": "kenning.datasets.pet_dataset.PetDataset",
+        "parameters":
+        {
+            "dataset_root": "./build/pet-dataset"
+        }
+    },
+    "optimizers":
+    [
+        {
+            "type": "my_optimizer.TensorFlowLiteCompiler",
+            "parameters":
+            {
+                "compiled_model_path": "./build/compiled-model.tflite",
+                "inference_input_type": "float32",
+                "inference_output_type": "float32"
+            }
+        }
+    ],
+    "runtime":
+    {
+        "type": "kenning.runtimes.tflite.TFLiteRuntime",
+        "parameters":
+        {
+            "save_model_path": "./build/compiled-model.tflite"
+        }
+    }
+}
+```
+
+The emphasized line demonstrates usage of the implemented `TensorFlowLiteCompiler` from the `my_optimizer.py` script.
+
+This sums up the Kenning development process.
+
+## Implementing Kenning runtime blocks
+
+(implementing-runner)=
+### Implementing new Runners for KenningFlow
+
+The process of creating new [](runner-api) is almost the same as the process of implementing Kenning components described above, with a few additional steps.
+
+First of all, the new component needs to inherit from a Runner class (not necessarily directly).
+Then you need to implement the following methods:
+* `cleanup` - cleans resources after execution is stopped
+* `should_close` - (*optional*) returns boolean indicating whether a runner ended processing and requests closing
+  Possible reasons: a signal from terminal, user request in GUI, end of data to process, an error, and more.
+  Default implementation always returns `False`
+* `run` - method that gets runner inputs, processes them and returns obtained results.
+
+Inputs for the runner are passed to the `run` method as a dictionary where the key is the input name specified in the KenningFlow JSON and the value is simply the input value.
+
+E.g. for `DetectionVisualizer` defined in JSON as
+
+{ emphasize-lines="8-9" }
+```json
+{
+    "type": "kenning.outputcollectors.detection_visualizer.DetectionVisualizer",
+    "parameters": {
+        "output_width": 608,
+        "output_height": 608
+    },
+    "inputs": {
+        "frame": "cam_frame",
+        "detection_data": "predictions"
+    }
+}
+```
+
+the `run` method access inputs as follows
+
+{ emphasize-lines="4-5" }
+```python
+from typing import Any, Dict
+
+def run(self, inputs: Dict[str, Any]) -> Dict[str, Any]:
+    input_data = inputs['frame']
+    output_data = inputs['detection_data']
+    self.process_output(input_data, output_data)
+```
+
+```{note}
+In the example above, the `run` method does not contain a `return` statement, because this runner does not have any outputs.
+If you want to create a runner with outputs, this method should return a similar dictionary containing outputs.
+```
diff --git a/_sources/kenning-flow.md.txt b/_sources/kenning-flow.md.txt
new file mode 100644
index 000000000..2ba3137df
--- /dev/null
+++ b/_sources/kenning-flow.md.txt
@@ -0,0 +1,157 @@
+# Creating applications with Kenning
+
+The [](kenningflow-api) allows you to run an arbitrary sequence of processing blocks that provide data, execute models using existing Kenning classes and wrappers, and processes results.
+You can use it to quickly create applications with Kenning after optimizing the model and using it in actual use cases.
+
+Kenning for runtime uses both existing classes, such as [](modelwrapper-api), [](runtime-api), and dedicated [](runner-api)-based classes.
+The latter family of classes are actual functional blocks used in [](kenningflow-api) that can be used for:
+
+* Obtaining data from sources - [](dataprovider-api), e.g. iterating files in the filesystem, grabbing frames from a camera or downloading data from a remote source,
+* Processing and delivering data - [](outputcollector-api), e.g. sending results to the client application, visualizing model results in GUI, or storing results in a summary file,
+* Running and processing various models,
+* Applying other actions, such as additional data analysis, preprocessing, packing, and more.
+
+A [](kenningflow-api) scenario definition can be saved in a JSON file and then run using the {{json_flow_runner_script}} script.
+
+## JSON structure
+
+JSON configuration consist of a list of dictionaries describing each [](runner-api)-based instance.
+
+A sample [](runner-api) specification looks as follows:
+
+```json
+{
+  "type": "kenning.dataproviders.camera_dataprovider.CameraDataProvider",
+  "parameters": {
+    "video_file_path": "/dev/video0",
+    "input_memory_layout": "NCHW",
+    "input_width": 608,
+    "input_height": 608
+  },
+  "outputs": {
+    "frame": "cam_frame"
+  }
+}
+```
+
+Each [](runner-api) dictionary consists of:
+
+* `type` - [](runner-api) class. E.g. [CameraDataProvider](https://github.com/antmicro/kenning/blob/main/kenning/dataproviders/camera_dataprovider.py),
+* `parameters` - parameters passed to class constructor. In this case, we specify a path to a video device (`/dev/video0`), expected memory format (`NCHW`), image size (`608x608`)
+* `inputs` - (*optional*) [](runner-api) instance inputs. In the example above, there are none,
+* `outputs` - (*optional*) [](runner-api) instance outputs. In the example above, it is a single output - camera frame defined as the variable `cam_frame` in the flow.
+
+### Runner IO
+
+The input and output specification in [](runner-api) classes is the same as described in [](model-io-metadata).
+
+### IO compatibility
+
+IO compatibility is checked during flow JSON parsing.
+
+The [](runner-api) input is considered to be compatible with associated outputs if:
+
+* in case of `numpy.ndarray`: `dtype` and `ndim` are equal and each dimension has either the same length or input dimension is set as `-1`, which represents any length.
+  In the input spec, there can also be multiple valid shapes. If so, they are placed in an array, i.e. `[(1, -1, -1, 3), (1, 3, -1, -1)]`,
+* in other cases: `type` fields are either equal or the input `type` field is `Any`.
+
+### IO non-standard types
+
+If the input or output is not a `numpy.ndarray`, then its type is described by the `type` field, which is a string.
+In the case of a detection output from an IO specification (described above) it is a `List[DetectObject]`.
+This is interpreted as a list of `DetectObject`s.
+The `DetectObject` is a named tuple describing detection output (class names, rectangle positions, score).
+
+### IO names and mapping
+
+The inputs and outputs present in JSON are mappings from [](runner-api)'s local IO names to flow global variable names, i.e. one [](runner-api) can define its outputs as `{"output_name": "data"}` and another runner can use it as its input with `{"input_name": "data"}`.
+These global variables must be unique and the variable defined as input needs to be defined in a previous block as output to prevent cycles in a flow's structure.
+[](runner-api) IO names are specific to runner type and model (for `ModelRuntimeRunner`).
+
+```{note}
+IO names can be obtained using the `get_io_specification` method.
+```
+
+### Runtime example
+
+In order to create a [](kenningflow-api) presenting YOLOv4 model performance, create a file `flow_scenario_detection.json` and include the following configuration in it:
+
+```json
+[
+  {
+    "type": "kenning.dataproviders.camera_dataprovider.CameraDataProvider",
+    "parameters": {
+      "video_file_path": "/dev/video0",
+      "input_memory_layout": "NCHW",
+      "input_width": 608,
+      "input_height": 608
+    },
+    "outputs": {
+      "frame": "cam_frame"
+    }
+  },
+  {
+    "type": "kenning.runners.modelruntime_runner.ModelRuntimeRunner",
+    "parameters": {
+      "model_wrapper": {
+        "type": "kenning.modelwrappers.object_detection.yolov4.ONNXYOLOV4",
+        "parameters": {
+          "model_path": "kenning:///models/object_detection/yolov4.onnx"
+        }
+      },
+      "runtime": {
+        "type": "kenning.runtimes.onnx.ONNXRuntime",
+        "parameters":
+        {
+          "save_model_path": "kenning:///models/object_detection/yolov4.onnx",
+          "execution_providers": ["CUDAExecutionProvider"]
+        }
+      }
+    },
+    "inputs": {
+      "input": "cam_frame"
+    },
+    "outputs": {
+      "detection_output": "predictions"
+    }
+  },
+  {
+    "type": "kenning.outputcollectors.real_time_visualizers.RealTimeDetectionVisualizer",
+    "parameters": {
+      "viewer_width": 512,
+      "viewer_height": 512,
+      "input_memory_layout": "NCHW",
+      "input_color_format": "BGR"
+    },
+    "inputs": {
+      "frame": "cam_frame",
+      "detection_data": "predictions"
+    }
+  }
+]
+```
+
+This JSON creates a [](kenningflow-api) that consists of three runners - [CameraDataProvider](https://github.com/antmicro/kenning/blob/main/kenning/dataproviders/camera_dataprovider.py), [ModelRuntimeRunner](https://github.com/antmicro/kenning/blob/main/kenning/runners/modelruntime_runner.py) and [RealTimeDetectionVisualizer](https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py):
+
+* The first one captures frames from a camera and passes it as a `cam_frame` variable.
+* The next one passes `cam_frame` to a detection model (in this case YOLOv4) and returns predicted detection objects as `predictions`.
+* The last one gets both outputs (`cam_frame` and `predictions`) and shows a detection visualization using DearPyGui.
+
+## KenningFlow execution
+
+Now, you can execute KenningFlow using the above configuration.
+
+With the config saved in the `flow_scenario_detection.json` file, run the {{json_flow_runner_script}} as follows:
+
+```bash test-skip
+kenning flow --json-cfg flow_scenario_detection.json
+```
+
+This module runs KenningFlow defined in given JSON file.
+With provided config it should read image from the camera and visualize output of detection model YOLOv4.
+
+## Implemented Runners
+
+Available implementations of [](runner-api) can be found in the [Runner documentation](runner-api).
+
+To create custom runners, check [](implementing-runner).
diff --git a/_sources/kenning-gallery.md.txt b/_sources/kenning-gallery.md.txt
new file mode 100644
index 000000000..c41ca1d95
--- /dev/null
+++ b/_sources/kenning-gallery.md.txt
@@ -0,0 +1,11 @@
+# Kenning gallery of use cases
+
+This section contains step-by-step examples of Kenning use cases.
+
+```{toctree}
+:maxdepth: 1
+:glob:
+
+gallery/*
+```
+
diff --git a/_sources/kenning-measurements.md.txt b/_sources/kenning-measurements.md.txt
new file mode 100644
index 000000000..5a9e95340
--- /dev/null
+++ b/_sources/kenning-measurements.md.txt
@@ -0,0 +1,28 @@
+# Kenning measurements
+
+Kenning measurements are a set of information describing the compilation and evaluation process happening in Kenning.
+
+They contain such information as:
+
+* classes used to construct the optimization/runtime pipeline, along with their parameters,
+* the JSON scenario used in the run,
+* the command used to run the scenario,
+* versions of the Python modules used,
+* performance measurements, such as CPU usage, GPU usage,
+* quality measurements, such as predictions, ground truth, confusion matrix
+
+All information is stored in JSON format.
+
+## Performance metrics
+
+While quality measurements are problem-specific (collected in the `evaluate` method of the [](dataset-api) class), performance metrics are common across devices and applications.
+
+Metrics are collected with a certain prefix `<prefix>`, indicating the scope of computations.
+There are:
+
+* `<prefix>_timestamp` - gives a timestamp for measurement collection in seconds.
+* `<prefix>_cpus_percent` - gives per-core CPU utilization in % in a form of a list of lists.
+  They are % of per-CPU usages for every timestamp.
+* `<prefix>_mem_percent` - gives overall memory usage in %.
+* `<prefix>_gpu_utilization` - gives overall GPU utilization in % (only works on platforms with NVIDIA GPUs and NVIDIA Jetson embedded devices).
+* `<prefix>_gpu_mem_utilization` - gives GPU memory utilization in % (only works on platforms with NVIDIA GPUs and NVIDIA Jetson embedded devices).
diff --git a/_sources/kenning-resources.md.txt b/_sources/kenning-resources.md.txt
new file mode 100644
index 000000000..14beca709
--- /dev/null
+++ b/_sources/kenning-resources.md.txt
@@ -0,0 +1,132 @@
+# Kenning resources
+
+For managing resources, such as models, compilers, datasets and more Kenning provides [](resourcemanager-api).
+It handles:
+
+* Downloading of remote files,
+* Resolving custom URL schemes for cleaner and easy to follow file addresses,
+* Managing directory with files, including quota checking, old files removal and full cleanup,
+* Providing actual path to the resources in the filesystem.
+
+To run below examples it is required to install Kenning as follows:
+```bash
+pip install "kenning @ git+https://github.com/antmicro/kenning.git"
+```
+
+## Accessing resources
+
+To download a resource you can use [`ResourceManager.get_resource`](resourcemanager-api) method.
+The parameters of this method are a URI of the resource and optional output path, where the file should be saved.
+If the output path is not specified, the file will be saved in `$KENNING_CACHE_DIR/uri.path`.
+
+```python
+import pathlib
+from kenning.utils.resource_manager import ResourceManager, ResourceURI
+
+model_path = pathlib.Path('./model.h5')
+ResourceManager().get_resource('kenning:///models/classification/magic_wand.h5', model_path)
+```
+
+Another way of accessing those resources is to use [](resourceuri-api) class.
+You can simply create an instance of this class and use it similarly to [`pathlib.Path`](https://docs.python.org/3/library/pathlib.html#pathlib.Path):
+
+```python
+model_path = ResourceURI('kenning:///models/classification/magic_wand.h5')
+```
+
+The provided path can be URL to remote resource, path to local file or URI which scheme is defined in `ResourceManager` conversions dictionary.
+
+(kenning-cache-dir)=
+## Caching
+
+If the resource was not accessed before, the cached file was modified or the remote resource was updated, then it will be downloaded to local cache directory.
+The location of cache directory can be set using the environment variable `KENNING_CACHE_DIR`.
+If it is not set, then the default `~/.kenning` path will be used.
+You can also customize it using [`ResourceManager.set_cache_dir`](resourcemanager-api) method.
+
+By default, the maximum size of the cache is set to 50 GB, but it can be changed using the environment variable `KENNING_MAX_CACHE_SIZE` or in the runtime using [`ResourceManager.set_max_cache_size`](resourcemanager-api) method.
+Before each download the file size is checked and if the available cache space is not large enough, then the oldest files are deleted until there is enough space.
+If the file is bigger than maximum size of the cache, then the exception is raised.
+
+## Custom URI schemes
+
+As you can see above, the `ResourceManager` supports non-standard URI scheme `kenning://`.
+In fact, it can support various schemes defined by the user.
+
+The default available schemes are:
+
+* `http://`, `https://`
+* `file://` - provides the absolute path to the file in the filesystem
+* `kenning://` - a scheme for downloading Kenning-specific resources from `https://dl.antmicro.com`.
+  For example, `kenning:///models/classification/magic_wand.h5` resolves to `https://dl.antmicro.com/kenning/models/classification/magic_wand.h5`
+* `gh://` - used for downloading files from Github repositories, e.g. `gh://antmicro:kenning-bare-metal-iree-runtime/sim/config/platforms/springbok.repl;branch=main` resolves to `https://raw.githubusercontent.com/antmicro/kenning-bare-metal-iree-runtime/main/sim/config/platforms/springbok.repl`
+
+
+This allows using links such as:
+- `https://dl.antmicro.com/kenning/models/classification/magic_wand.h5`
+- `kenning:///models/classification/magic_wand.h5`
+- `gh://antmicro:kenning-bare-metal-iree-runtime/sim/config/platforms/springbok.repl;branch=main`
+- `file:///some/directory/magic_wand.h5`
+
+
+If the provided path does not have any scheme, the it will be interpreted as a path.
+For example:
+
+```python
+ResourceURI('/some/path/magic_wand.h5')
+```
+
+Would behave the same as `Path('/some/path/magic_wand.h5')`.
+
+Before the URI is passed to format string or callable converter it is parsed into parts: scheme, netloc, path, params, query and fragment.
+Additionally the netloc and path are parsed into lists by splitting using either `'.'` or `'/'` separator and the params and query parts are parsed into dictionaries.
+
+The conversion can be:
+
+* `None` - no conversion is done.
+* a format string - user can use URI attributes such as: scheme, netloc, path, params, query and fragment enclosed in curly braces.
+  The netloc and path can be also used as lists (i.e. it is possible to use `{path[0]}` or `{netloc[1:]}` inside the format string) and the params and query can be used as dictionary (i.e. you can use `{params[branch]}` for URIs like `gh://antmicro:kenning-bare-metal-iree-runtime/sim/config/platforms/springbok.repl;branch=main`).
+- a callable - the provided URI is parsed and passed into it.
+  The callable can have parameters such as `scheme`, `netloc`, `path`, `params`, `query`, `netloc_list`, `path_list`, `params_dict`, `query_dict` and should return string.
+  The parameters with `_list` or `_dicts` suffix are corresponding parts parsed into lists or dicts.
+  Example implementation of such conversion can be seen above as `_gh_converter`.
+
+The above default scheme conversions can be defined as:
+
+```python test-skip
+BASE_URL_SCHEMES = {
+    'http': None,
+    'https': None,
+    'kenning': 'https://dl.antmicro.com/kenning/{path}',
+    'gh': _gh_converter,
+    'file': lambda path: Path(path).expanduser().resolve(),
+}
+```
+
+The keys in this dictionary are scheme names, and values are conversion methods.
+
+The `_gh_converter` is defined as:
+
+```python
+from typing import Dict
+
+def _gh_converter(netloc: str, path: str, params_dict: Dict[str, str]) -> str:
+    netloc = netloc.split(':')
+    return (
+        f'https://raw.githubusercontent.com/{netloc[0]}/{netloc[1]}/'
+        f'{params_dict["branch"]}{path}'
+    )
+```
+
+Those schemes can be customized by user using the [`ResourceManager.add_custom_url_schemes`](resourcemanager-api) method which takes a dictionary similar to the above as an input - the key is the name of scheme and the value is the converter (`None`, string or callable).
+If any scheme already has defined conversion, then it is overwritten.
+
+## CLI commands
+
+You can manage cache using Kenning CLI commands.
+The available commands are:
+
+* `kenning cache list_files` - list cached files, their size and total cache size.
+  To see full paths add `-v` argument,
+* `kenning cache clear` - removes all cached files,
+* `kenning cache settings` - prints default cache directory path and default max cache size.
diff --git a/_sources/kenning-variables.md.txt b/_sources/kenning-variables.md.txt
new file mode 100644
index 000000000..90bd82f1d
--- /dev/null
+++ b/_sources/kenning-variables.md.txt
@@ -0,0 +1,34 @@
+# Kenning environment variables
+
+This section contains information about Kenning environment variables and how they influence the behavior of the program.
+
+## `KENNING_CACHE_DIR`
+
+`KENNING_CACHE_DIR` defines directory for resources used by Kenning, like downloaded datasets.
+If it is not defined, `$HOME/.kenning` will be used.
+
+## `KENNING_MAX_CACHE_SIZE`
+
+`KENNING_MAX_CACHE_SIZE` specifies the maximum amount of space used by [cache](kenning-cache-dir).
+The default value is 50GB.
+
+## `KENNING_USE_DEFAULT_EXCEPTHOOK`
+
+If `KENNING_USE_DEFAULT_EXCEPTHOOK` environmental variable is defined, `sys.excepthook` will not be overridden.
+
+This function is overridden in order to enable mechanism for deducing which optional dependencies are missing.
+For instance, if `gluoncv` is not available, Kenning will suggest installing `kenning[mxnet]` which contains missing package with defined version restriction and other requirements.
+
+Kenning CLI does not require custom `sys.excepthook`, so it will not be affected by `USE_DEFAULT_EXCEPTHOOK` variable.
+
+## `KENNING_DOCS_VENV`
+
+`KENNING_DOCS_VENV` defines path to the virtual environment used for tests marked as `docs`.
+If is not defined, system's default environment will be used.
+
+## `KENNING_ENABLE_ALL_LOGS`
+
+If `KENNING_ENABLE_ALL_LOGS` environmental variable is defined, logs from other libraries will be enabled.
+Passes verbosity of Kenning logs to other libraries.
+
+This is useful for debugging purposes, but it may cause a lot of noise in the logs.
diff --git a/_sources/pipeline-optimizer.md.txt b/_sources/pipeline-optimizer.md.txt
new file mode 100644
index 000000000..ce08e74d7
--- /dev/null
+++ b/_sources/pipeline-optimizer.md.txt
@@ -0,0 +1,161 @@
+# Choosing optimal optimization pipeline
+
+The {{optimization_runner_script}} script allows to optimize over multiple pipelines and to choose the best performing based on a specified criteria
+
+The script can be run as follows:
+
+```bash test-skip
+kenning fine-tune-optimizers --json-cfg <CONFIG_JSON>.json --output <OUTPUT_PATH>.json
+```
+
+With the arguments:
+* `<CONFIG_JSON>.json` - describes the configuration, which pipelines would be executed and optimization settings
+* `<OUTPUT_PATH>.json` - base path to the output files with measurements.
+
+## Optimization config specification
+
+The example configuration looks like this:
+
+{ emphasize-lines="2-8" }
+```json
+{
+    "optimization_parameters":
+    {
+        "strategy": "grid_search",
+        "optimizable": ["optimizers", "runtime"],
+        "metric": "inferencetime_mean",
+        "policy": "min"
+    },
+    "model_wrapper":
+    {
+        "type": "kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2",
+        "parameters":
+        {
+            "model_path": "kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5"
+        }
+    },
+    "dataset":
+    {
+        "type": "kenning.datasets.pet_dataset.PetDataset",
+        "parameters":
+        {
+            "dataset_root": "./build/pet-dataset"
+        }
+    },
+    "optimizers":
+    [
+        {
+            "type": "kenning.optimizers.tflite.TFLiteCompiler",
+            "parameters":
+            {
+                "target": ["default"],
+                "compiled_model_path": ["./build/compiled_model.tflite"]
+            }
+        },
+        {
+            "type": "kenning.optimizers.tvm.TVMCompiler",
+            "parameters":
+            {
+                "target": ["llvm"],
+                "compiled_model_path": ["./build/compiled_model.tar"],
+                "opt_level": [3],
+                "conv2d_data_layout": ["NHWC", "NCHW"]
+            }
+        }
+    ],
+    "runtime":
+    [
+        {
+            "type": "kenning.runtimes.tvm.TVMRuntime",
+            "parameters":
+            {
+                "save_model_path": ["./build/compiled_model.tar"]
+            }
+        },
+        {
+            "type": "kenning.runtimes.tflite.TFLiteRuntime",
+            "parameters":
+            {
+                "save_model_path": ["./build/compiled_model.tflite"]
+            }
+        }
+    ]
+}
+```
+
+The highlighted part describes the settings of the optimization run.
+* `strategy` - Describes how the pipelines are chosen for optimization. Currently only available option is `grid_search`, which generates cartesian product of all blocks that should be optimized and runs all compatible pipelines
+* `optimizable` - Which Kenning block should be variable in the pipeline. The {{optimization_runner_script}} script will choose the Kenning block out of multiple provided in the later part of configuration based on `strategy`.
+* `metric` - one of the metrics from [Kenning measurements](kenning-measurements) over which the optimization should be performed
+* `policy` - `min` or `max`, depending on whether the metric should be maximized or minimized
+
+The rest of the JSON configuration describes the pipeline in a format similar to [standard JSON scenarios](json-scenarios). The only difference is within the blocks chosen in the `optimizable` field, which should be list of blocks instead of singular definition. Every block in the list has defined list of arguments for all of it's parameters, this allows to choose the best argument for a particular block option
+* For `optimizers` block, since there can be more than one in the pipeline, all possible combinations are tested.
+* For the rest of the blocks one of all possible blocks is chosen for each run.
+
+Kenning checks automatically whether a selected combination of blocks (model, optimizations and runtime) is compatible.
+
+## Output details
+
+The {{optimization_runner_script}} outputs multiple JSON files:
+
+* `<OUTPUT PATH>.json` - Most optimal pipeline with it's aggregated metrics
+* `<OUTPUT PATH>_all_results.json` - All pipeline configs and their respective metrics gathered into single file
+* `<OUTPUT PATH>_<RUN ID>.json` - Full benchmark output for every optimization run.
+
+The example `<OUTPUT PATH>.json` JSON file can look like this:
+
+```json
+{
+    "pipeline": {
+        "model_wrapper": {
+            "type": "kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2",
+            "parameters": {
+                "model_path": "kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5"
+            }
+        },
+        "dataset": {
+            "type": "kenning.datasets.pet_dataset.PetDataset",
+            "parameters": {
+                "dataset_root": "./build/pet-dataset"
+            }
+        },
+        "optimizers": [
+            {
+                "type": "kenning.optimizers.tvm.TVMCompiler",
+                "parameters": {
+                    "target": "llvm",
+                    "compiled_model_path": "build/7_compiled_model.tar",
+                    "opt_level": 3,
+                    "conv2d_data_layout": "NCHW"
+                }
+            }
+        ],
+        "runtime": {
+            "type": "kenning.runtimes.tflite.TFLiteRuntime",
+            "parameters": {
+                "save_model_path": "build/7_compiled_model.tflite"
+            }
+        }
+    },
+    "metrics": {
+        "inferencetime_mean": 0.0031105340278004203,
+        "inferencetime_std": 0.0003073369739186006,
+        "inferencetime_median": 0.003066142999159638,
+        "session_utilization_mem_percent_mean": 26.089648437500003,
+        "session_utilization_mem_percent_std": 0.2059426531921169,
+        "session_utilization_mem_percent_median": 26.1,
+        "session_utilization_cpus_percent_avg_mean": 16.55806884765625,
+        "session_utilization_cpus_percent_avg_std": 4.068584532658253,
+        "session_utilization_cpus_percent_avg_median": 15.85625,
+        "accuracy": 0.957273098380732,
+        "mean_precision": 0.9574413909275928,
+        "mean_sensitivity": 0.9571990915922841,
+        "g_mean": 0.9566448082813757,
+        "top_5_accuracy": 0.9961899578173902
+    }
+}
+```
+
+* The `pipeline` contains the definition of the best optimization pipeline.
+* The `metrics` contains list of all aggregated metrics that can be considered in `metric` field `optimization_parameters`.
diff --git a/_sources/project-readme.md.txt b/_sources/project-readme.md.txt
new file mode 100644
index 000000000..a4d8cf807
--- /dev/null
+++ b/_sources/project-readme.md.txt
@@ -0,0 +1,467 @@
+# Kenning
+
+Copyright (c) 2020-2024 [Antmicro](https://www.antmicro.com)
+
+![Kenning](img/kenninglogo.png)
+
+Kenning is a framework for creating deployment flows and runtimes for Deep Neural Network applications on various target hardware.
+
+[Kenning documentation](https://antmicro.github.io/kenning/) | [Core API](https://antmicro.github.io/kenning/kenning-api.html) | [kenning.ai](https://opensource.antmicro.com/projects/kenning) | [Tutorials](https://antmicro.github.io/kenning/kenning-gallery.html)
+![](img/report-mosaic.png)
+
+Contents:
+
+* [Introduction](#introduction)
+* [Kenning installation](#kenning-installation)
+* [Kenning structure](#kenning-structure)
+* [Kenning usage](#kenning-usage)
+* [Using Kenning as a library in Python scripts](#using-kenning-as-a-library-in-python-scripts)
+* [Adding new implementations](#adding-new-implementations)
+
+## Introduction
+
+Kenning aims towards providing modular execution blocks for:
+
+* dataset management,
+* model training,
+* model optimization and compilation for a given target hardware,
+* running models using efficient runtimes on target device,
+* model evaluation and performance reports.
+
+These can be used seamlessly regardless of underlying frameworks for the above-mentioned steps.
+
+Kenning's aim is not to bring yet another training or compilation framework for deep learning models - there are lots of mature and versatile frameworks that support certain models, training routines, optimization techniques, hardware platforms and other components crucial to the deployment flow.
+Still, there is no framework that would support all of the models or target hardware devices - especially the support matrix between compilation frameworks and target hardware is extremely sparse.
+This means that any change in the application, especially in hardware, may end up in a necessity to change the entirety or a significant part of the application flow.
+
+Kenning addresses this issue by providing a unified API that focuses on deployment tasks rather than their implementation - the developer decides which implementation should be used for each task, and with Kenning, it is possible to do in a seamless way.
+This way, switching to another target platform results, in most cases, in a very small change in the code, instead of reimplementing larger parts of a project.
+This is how Kenning can get the most out of the existing Deep Neural Network training and compilation frameworks.
+
+Seamless nature of Kenning also allows developers to quickly evaluate the model on various stages of optimizations and compare them as shown in [Kenning usage](#kenning-usage).
+
+## Kenning installation
+
+### Module installation with pip
+
+To install Kenning with its basic dependencies with `pip`, run:
+
+```bash test-skip
+pip install -U git+https://github.com/antmicro/kenning.git
+```
+
+Since Kenning can support various frameworks, and not all of them are required for users' particular use cases, some of the requirements are optional.
+We can distinguish the following groups of extra requirements:
+
+* `tensorflow` - modules for work with TensorFlow models (ONNX conversions, addons, and TensorFlow framework),
+* `torch` - modules for work with PyTorch models,
+* `mxnet` - modules for work with MXNet models,
+* `nvidia_perf` - modules for performance measurements for NVIDIA GPUs,
+* `object_detection` - modules for work with YOLOv3 object detection and the Open Images Dataset V6 computer vision dataset,
+* `speech_to_text` - modules for work with audio samples and speech-to-text models,
+* `iree` - modules for IREE compilation and runtime,
+* `tvm` - modules for Apache TVM compilation and runtime,
+* `onnxruntime` - modules for ONNX Runtime,
+* `nni` - modules for Neural Network Intelligence optimizers,
+* `docs` - modules for generating documentation,
+* `test` - modules for Kenning framework testing,
+* `real_time_visualization` - modules for real time visualization runners,
+* `pipeline_manager` - modules for communication with visual editor,
+* `reports` - modules for generating reports and comparisons,
+* `uart` - modules for work with serial ports,
+* `renode` - modules for work with Renode,
+* `fuzzy` - modules for fuzzy search.
+
+To install the extra requirements, e.g. `tensorflow`, run:
+
+```bash test-skip
+sudo pip install git+https://github.com/antmicro/kenning.git#egg=kenning[tensorflow]
+```
+
+or, in newer `pip` releases:
+
+```bash test-skip
+pip install "kenning[tensorflow] @ git+https://github.com/antmicro/kenning.git"
+```
+
+### Working directly with the repository
+
+For development purposes, and to use additional resources (such as sample scripts), clone the repository with:
+
+```bash test-skip
+git clone https://github.com/antmicro/kenning.git
+cd kenning/
+```
+
+Then install using:
+
+```bash
+pip install -e ".[tensorflow,tflite,tvm,reports]"
+```
+
+## Kenning structure
+
+![](img/class-flow.png)
+
+The `kenning` module consists of the following submodules:
+
+* `core` - provides interface APIs for datasets, models, optimizers, runtimes, protocols, and data converters
+* `datasets` - provides implementations for datasets
+* `modelwrappers` - provides implementations for models for various problems implemented in various frameworks,
+* `optimizers` - provides implementations for compilers and optimizers for deep learning models,
+* `runtimes` - provides implementations of runtime on target devices,
+* `interfaces` - provides interface classes to group related methods used in Kenning `core` classes,
+* `protocols` - provides implementations for communication protocols between host and tested target,
+* `dataproviders` - provides implementations for reading input data from various sources, such as camera, directories or TCP connections,
+* `dataconverters` - provides implementations for data converters for various data types
+* `outputcollectors` - provides implementations for processing outputs from models, i.e. saving results to file, or displaying predictions on screen.
+* `onnxconverters` - provides ONNX conversions for a given framework along with a list of models to test the conversion on,
+* `runners` - provide implementations for runners that can be used in runtime,
+* `drawing` - provides methods for rendering plots for reports,
+* `resources` - contains project's resources, like RST templates, or trained models,
+* `scenarios` - contains executable scripts for running training, inference, benchmarks and other tests on target devices,
+* `utils` - various functions and classes used in all above-mentioned submodules,
+* `tests` - submodules for framework testing,
+* `pipeline_manager` - contains tools for integrating with [Pipeline Manager visualizer](https://github.com/antmicro/kenning-pipeline-manager)
+* `cli` - provides tools and methods for creating CLI tools based on Kenning
+
+`core` classes used throughout the entire Kenning framework:
+
+* `Dataset` class - performs dataset download, preparation, dataset-specific input preprocessing (i.e. input file opening, normalization), output postprocessing and model evaluation,
+* `ModelWrapper` class - trains the model, prepares the model, performs model-specific input preprocessing and output postprocessing, runs inference on host using native framework,
+* `Optimizer` class - optimizes and compiles the model,
+* `Runtime` class - loads the model, performs inference on compiled model, runs target-specific processing of inputs and outputs, and runs performance benchmarks,
+* `Protocol` class - implements the communication protocol between the host and the target,
+* `DataProvider` class - implements data provision from such sources as camera, TCP connection or others for inference,
+* `OutputCollector` class - implements parsing and utilization of data from inference (such as displaying the visualizations, sending the results to via TCP),
+* `DataConverter` class - performs data conversion from dataset-specific format to protocol-specific format and vice versa,
+* `Runner` class - represents single runtime processing block.
+
+## Kenning usage
+
+There are several ways to use Kenning:
+
+* Using executable scripts from the `scenarios` submodule, configurable via JSON files (recommended approach);
+* Using executable scripts from the `scenarios` submodule, configurable via command-line arguments;
+* Using Kenning as a Python module.
+
+Kenning scenarios are executable scripts that can be used for:
+
+* Model training and benchmarking using its native framework ([`kenning.scenarios.model_training`](https://github.com/antmicro/kenning/blob/main/kenning/scenarios/model_training.py)),
+* Model optimization and compilation for target hardware ([`kenning.scenarios.inference_tester`](https://github.com/antmicro/kenning/blob/main/kenning/scenarios/inference_tester.py)),
+* Model benchmarking on target hardware ([`kenning.scenarios.inference_tester`](https://github.com/antmicro/kenning/blob/main/kenning/scenarios/inference_tester.py) and [`kenning.scenarios.inference_server`](https://github.com/antmicro/kenning/blob/main/kenning/scenarios/inference_server.py)),
+* Rendering performance and quality reports from benchmark data ([`kenning.scenarios.render_report`](https://github.com/antmicro/kenning/blob/main/kenning/scenarios/render_report.py)),
+* and more.
+
+They are available through the `kenning` executable as subcommands.
+To get the current list of subcommands, run:
+
+```bash
+kenning -h
+```
+
+The available subcommands are:
+
+* `train` - trains the given model (`kenning.scenarios.model_training`).
+* `optimize` - optimizes and compiles the model for a given target device (`kenning.scenarios.inference_tester`).
+* `test` - runs benchmark and evaluation of the model on the target device (`kenning.scenarios.inference_tester`).
+* `report` - creates Markdown and HTML files summarizing the quality of the model in terms of performance and predictions.
+* `flow` - runs Kenning-based applications.
+* `visual-editor` - runs a graphical interface letting you represent, edit and run optimizations and applications in-browser using [Pipeline Manager](https://github.com/antmicro/kenning-pipeline-manager).
+* `fine-tune-optimizers` - runs a search for the best optimizations for a given target platform based on selected optimizers, runtimes and models, along with their settings.
+* `server` - runs a benchmark and evaluation server on target device.
+* `info` - provides information about a given Kenning class.
+* `list` - lists available Kenning modules for optimization and runtime.
+* `fuzzy-search` - searches for class path across Kenning and returns it.
+* `cache` - manages Kenning cache used for models and datasets.
+* `completion` - configures autocompletion feature for Kenning CLI.
+
+### Running Kenning
+
+Let's start off with installing the module and its necessary dependencies:
+
+```bash test-skip
+pip install "kenning[tensorflow,tflite,tvm,pipeline_manager,reports] @ git+https://github.com/antmicro/kenning.git"
+```
+
+Kenning provides two tools for displaying information about available classes: `kenning list` and `kenning info`.
+
+The `kenning list` tool lists all available modules used to form optimization and runtime pipelines in Kenning.
+Running:
+
+```bash
+kenning list
+```
+
+Should list:
+
+```
+Optimizers (in kenning.optimizers):
+
+    kenning.optimizers.nni_pruning.NNIPruningOptimizer
+    kenning.optimizers.onnx.ONNXCompiler
+    kenning.optimizers.tensorflow_pruning.TensorFlowPruningOptimizer
+    kenning.optimizers.model_inserter.ModelInserter
+    kenning.optimizers.tvm.TVMCompiler
+    kenning.optimizers.iree.IREECompiler
+    kenning.optimizers.tensorflow_clustering.TensorFlowClusteringOptimizer
+    kenning.optimizers.tflite.TFLiteCompiler
+
+Datasets (in kenning.datasets):
+
+    kenning.datasets.pet_dataset.PetDataset
+    kenning.datasets.visual_wake_words_dataset.VisualWakeWordsDataset
+    kenning.datasets.random_dataset.RandomizedDetectionSegmentationDataset
+    kenning.datasets.open_images_dataset.OpenImagesDatasetV6
+    kenning.datasets.random_dataset.RandomizedClassificationDataset
+    kenning.datasets.common_voice_dataset.CommonVoiceDataset
+    kenning.datasets.magic_wand_dataset.MagicWandDataset
+    kenning.datasets.coco_dataset.COCODataset2017
+    kenning.datasets.imagenet_dataset.ImageNetDataset
+
+Modelwrappers (in kenning.modelwrappers):
+
+    kenning.modelwrappers.instance_segmentation.yolact.YOLACT
+    kenning.modelwrappers.classification.tflite_magic_wand.MagicWandModelWrapper
+    kenning.modelwrappers.classification.pytorch_pet_dataset.PyTorchPetDatasetMobileNetV2
+    kenning.modelwrappers.object_detection.darknet_coco.TVMDarknetCOCOYOLOV3
+    kenning.modelwrappers.instance_segmentation.yolact.YOLACTWithPostprocessing
+    kenning.modelwrappers.classification.tensorflow_imagenet.TensorFlowImageNet
+    kenning.modelwrappers.classification.tflite_person_detection.PersonDetectionModelWrapper
+    kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2
+    kenning.modelwrappers.instance_segmentation.pytorch_coco.PyTorchCOCOMaskRCNN
+    kenning.modelwrappers.object_detection.yolov4.ONNXYOLOV4
+
+...
+```
+
+To list available compilers, run:
+
+```bash
+kenning list optimizers
+```
+
+For more verbose information, use the `-v` and `-vv` flags (module dependencies, description, supported formats and more)
+
+The `kenning info` tool provides more detailed information on a given class, e.g. for:
+
+```bash
+kenning info kenning.optimizers.tflite.TFLiteCompiler
+```
+
+We should get something like:
+
+```
+Class: TFLiteCompiler
+
+    The TFLite and EdgeTPU compiler.
+
+Dependencies:
+* onnx_tf.backend.prepare
+* tensorflow
+* numpy
+* onnx
+* tensorflow_model_optimization
+
+Input formats:
+* keras
+* tensorflow
+* onnx
+
+
+Output formats:
+* tflite
+
+
+Arguments specification:
+* model_framework
+  * argparse_name: --model-framework
+  * description: The input type of the model, framework-wise
+  * default: onnx
+  * enum
+    * keras
+    * tensorflow
+    * onnx
+* target
+  * argparse_name: --target
+  * description: The TFLite target device scenario
+  * default: default
+  * enum
+    * default
+    * int8
+    * float16
+    * edgetpu
+* inference_input_type
+  * argparse_name: --inference-input-type
+  * description: Data type of the input layer
+  * default: float32
+  * enum
+    * float32
+    * int8
+    * uint8
+...
+```
+
+If a certain class does not have necessary dependencies installed, Kenning suggests what modules need to be installed, e.g.:
+
+```
+This method requires additional dependencies, please use `pip install "kenning[tensorflow]"` to install them.
+```
+
+The classes described above are used to form optimization and evaluation scenarios in Kenning.
+Some of them can also be used to quickly prototype simple applications.
+
+With Kenning, we can combine multiple compilers and optimizers to create a fast and small model, including embedded devices.
+The optimization flow can be defined in JSON format, as follows:
+
+```json test-skip
+{
+  "model_wrapper": {
+    "type": "kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2",
+    "parameters": {
+      "model_name": "tvm-avx2-int8",
+      "model_path": "kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5"
+    }
+  },
+  "dataset": {
+    "type": "kenning.datasets.pet_dataset.PetDataset",
+    "parameters": {
+      "dataset_root": "./build/PetDataset"
+    }
+  },
+  "optimizers": [
+    {
+      "type": "kenning.optimizers.tflite.TFLiteCompiler",
+      "parameters": {
+        "target": "int8",
+        "compiled_model_path": "./build/int8.tflite",
+        "inference_input_type": "int8",
+        "inference_output_type": "int8",
+        "dataset_percentage": 0.01
+      }
+    },
+    {
+      "type": "kenning.optimizers.tvm.TVMCompiler",
+      "parameters": {
+        "target": "llvm -mcpu=core-avx2",
+        "conv2d_data_layout": "NCHW",
+        "compiled_model_path": "./build/int8_tvm.tar"
+      }
+    }
+  ],
+  "runtime": {
+    "type": "kenning.runtimes.tvm.TVMRuntime",
+    "parameters": {
+      "save_model_path": "./build/int8_tvm.tar"
+    }
+  }
+}
+```
+
+The above scenario takes the MobileNetV2 model trained for classification of cat and dog breeds, and passes it to:
+
+* `kenning.optimizers.tflite.TFLiteCompiler` to quantize the weights of the model
+* `kenning.optimizers.tvm.TVMCompiler` to create an optimized runtime of the model, utilizing AVX2 vector instructions.
+
+The optimization of the model, its evaluation and report generation can be run with one command:
+
+```bash test-skip
+kenning optimize test report --json-cfg sample.json --measurements out.json --report-path report.md --to-html report-html
+```
+
+The generated report can be found in the `report-html` directory.
+
+### Kenning tutorials
+
+For more examples on Kenning usage, check [Kenning tutorials](https://antmicro.github.io/kenning/kenning-gallery.html).
+
+## Using Kenning as a library in Python scripts
+
+Kenning is also a regular Python module - after pip installation it can be used in Python scripts.
+The example compilation of the model can look as follows:
+
+```python test-skip
+from pathlib import Path
+from kenning.datasets.pet_dataset import PetDataset
+from kenning.modelwrappers.classification.tensorflow_pet_dataset import TensorFlowPetDatasetMobileNetV2
+from kenning.optimizers.tflite import TFLiteCompiler
+from kenning.runtimes.tflite import TFLiteRuntime
+from kenning.core.measurements import MeasurementsCollector
+from kenning.utils.resource_manager import ResourceURI
+
+dataset = PetDataset(
+    root=Path('./build/pet-dataset/')
+)
+model = TensorFlowPetDatasetMobileNetV2(
+    model_path=ResourceURI('kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5'),
+    dataset=dataset
+)
+model.save_io_specification(model.model_path)
+compiler = TFLiteCompiler(
+    dataset=dataset,
+    compiled_model_path=Path('./build/compiled-model.tflite'),
+    modelframework='keras',
+    target='default',
+    inferenceinputtype='float32',
+    inferenceoutputtype='float32'
+)
+compiler.compile(
+    input_model_path=ResourceURI('kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5')
+)
+```
+
+The above script downloads the dataset and compiles the model with FP32 inputs and outputs using TensorFlow Lite.
+
+To get a quantized model, replace `target`, `inferenceinputtype` and `inferenceoutputtype` to `int8`:
+
+```python test-skip
+compiler = TFLiteCompiler(
+    dataset=dataset,
+    compiled_model_path=Path('./build/compiled-model.tflite'),
+    modelframework='keras',
+    target='int8',
+    inferenceinputtype='int8',
+    inferenceoutputtype='int8',
+    dataset_percentage=0.3
+)
+compiler.compile(
+    input_model_path=ResourceURI('kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5')
+)
+```
+
+To check how the compiled model is performing, create `TFLiteRuntime` object and run local model evaluation:
+
+```python test-skip
+runtime = TFLiteRuntime(
+    protocol=None,
+    model_path=Path('./build/compiled-model.tflite')
+)
+
+runtime.run_locally(
+    dataset,
+    model,
+    Path('./build/compiled-model.tflite')
+)
+MeasurementsCollector.save_measurements('out.json')
+```
+
+The `runtime.run_locally` method runs benchmarks of the model on the current device.
+
+The `MeasurementsCollector` class collects all benchmarks' data for model inference and saves it in JSON format that can be later used to render reports with the `kenning.scenarios.render_report` script.
+
+As it can be observed, all classes accessible from JSON files in these scenarios share their configuration a with the classes in the Python scripts mentioned above.
+
+## Adding new implementations
+
+`Dataset`, `ModelWrapper`, `Optimizer`, `Protocol`, `Runtime` and other classes from the `kenning.core` module have dedicated directories for their implementations.
+Each method in the base classes that requires implementation raises an `NotImplementedError` exception.
+They can be easily implemented or extended, but they need to conform to certain rules, usually described in the source documentation.
+
+For more details and examples on how the Kenning framework can be adjusted and enhanced, follow the [Kenning documentation](https://antmicro.github.io/kenning/).
+Implemented methods can be also overridden, if necessary.
+
+Most of the base classes implement `form_argparse` and `from_argparse` methods.
+The former creates an argument parser and a group of arguments specific to the base class.
+The latter creates an object of the class based on the arguments from argument parser.
+
+Inheriting classes can modify `form_argparse` and `from_argparse` methods to provide better control over their processing, but they should always be based on the results of their base implementations.
diff --git a/_sources/sample-report.md.txt b/_sources/sample-report.md.txt
new file mode 100644
index 000000000..e461689a2
--- /dev/null
+++ b/_sources/sample-report.md.txt
@@ -0,0 +1,14 @@
+# Sample autogenerated report
+
+This section contains a CI sample report for running inference on a compiled model.
+
+The CI is set up as follows:
+
+* *Environment*: Github Actions
+* *Task*: dog and cat breeds classification based on the Oxford-IIIT Pet Dataset,
+* *Training framework*: TensorFlow,
+* *Compiler framework*: TVM,
+* *Target*: CPU (using LLVM target on TVM).
+
+```{include} generated/local-cpu-tvm-tensorflow-classification.md
+```
diff --git a/_static/css/bokeh.css b/_static/css/bokeh.css
new file mode 100644
index 000000000..2c2cd4818
--- /dev/null
+++ b/_static/css/bokeh.css
@@ -0,0 +1,69 @@
+/*
+ * Copyright (c) 2020-2023 Antmicro <www.antmicro.com>
+ *
+ * SPDX-License-Identifier: Apache-2.0
+ */
+
+/* Background for bokeh plots */
+.bk-root {
+  background: var(--md-code-bg-color);
+  padding: 0.5em;
+  border-radius: 0.1rem;
+}
+
+/* Centring of bokeh plots in divs instead of figure */
+div.figure.align-center {
+  display: flex !important;
+  flex-direction: column;
+  flex-wrap: nowrap;
+  justify-content: flex-start;
+  align-items: center;
+}
+
+div.figure.align-center img,
+figure.align-center img {
+  background: var(--md-code-bg-color);
+  padding: 0.5em;
+  border-radius: 0.1rem;
+}
+
+/* Styles for custom tooltip */
+div.bk-tooltip-custom {
+  background-color: var(--md-code-bg-color) !important;
+  border-color: var(--md-default-bg-color) !important;
+  text-align: left;
+}
+
+.bk-tt-entry-name .bk-tt-entry-value {
+  font-family: var(--md-code-font-family);
+}
+
+.bk-tt-entry-name {
+  color: var(--md-code-hl-keyword-color);
+  padding-right: 0.5em;
+}
+
+.bk-tt-entry-name:after {
+  content: ": ";
+}
+
+.bk-tt-entry-value {
+  color: var(--md-code-hl-number-color);
+}
+
+/* Changing color of tooltip's arrow */
+.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after {
+  border-left-color: var(--md-default-bg-color) !important;
+}
+
+.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before {
+  border-right-color: var(--md-default-bg-color) !important;
+}
+
+.bk-root .bk-tooltip.bk-below::after {
+  border-top-color: var(--md-default-bg-color) !important;
+}
+
+.bk-root .bk-tooltip.bk-above::before {
+  border-bottom-color: var(--md-default-bg-color) !important;
+}
\ No newline at end of file
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diff --git a/_static/fonts/8e48cf20cf9f9e5feb7197c79028132b.woff2 b/_static/fonts/8e48cf20cf9f9e5feb7197c79028132b.woff2
new file mode 100644
index 0000000000000000000000000000000000000000..f8d7a0d4946be9a0d9bef0135595e57e75ff9e23
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diff --git a/_static/language_data.js b/_static/language_data.js
new file mode 100644
index 000000000..250f5665f
--- /dev/null
+++ b/_static/language_data.js
@@ -0,0 +1,199 @@
+/*
+ * language_data.js
+ * ~~~~~~~~~~~~~~~~
+ *
+ * This script contains the language-specific data used by searchtools.js,
+ * namely the list of stopwords, stemmer, scorer and splitter.
+ *
+ * :copyright: Copyright 2007-2023 by the Sphinx team, see AUTHORS.
+ * :license: BSD, see LICENSE for details.
+ *
+ */
+
+var stopwords = ["a", "and", "are", "as", "at", "be", "but", "by", "for", "if", "in", "into", "is", "it", "near", "no", "not", "of", "on", "or", "such", "that", "the", "their", "then", "there", "these", "they", "this", "to", "was", "will", "with"];
+
+
+/* Non-minified version is copied as a separate JS file, is available */
+
+/**
+ * Porter Stemmer
+ */
+var Stemmer = function() {
+
+  var step2list = {
+    ational: 'ate',
+    tional: 'tion',
+    enci: 'ence',
+    anci: 'ance',
+    izer: 'ize',
+    bli: 'ble',
+    alli: 'al',
+    entli: 'ent',
+    eli: 'e',
+    ousli: 'ous',
+    ization: 'ize',
+    ation: 'ate',
+    ator: 'ate',
+    alism: 'al',
+    iveness: 'ive',
+    fulness: 'ful',
+    ousness: 'ous',
+    aliti: 'al',
+    iviti: 'ive',
+    biliti: 'ble',
+    logi: 'log'
+  };
+
+  var step3list = {
+    icate: 'ic',
+    ative: '',
+    alize: 'al',
+    iciti: 'ic',
+    ical: 'ic',
+    ful: '',
+    ness: ''
+  };
+
+  var c = "[^aeiou]";          // consonant
+  var v = "[aeiouy]";          // vowel
+  var C = c + "[^aeiouy]*";    // consonant sequence
+  var V = v + "[aeiou]*";      // vowel sequence
+
+  var mgr0 = "^(" + C + ")?" + V + C;                      // [C]VC... is m>0
+  var meq1 = "^(" + C + ")?" + V + C + "(" + V + ")?$";    // [C]VC[V] is m=1
+  var mgr1 = "^(" + C + ")?" + V + C + V + C;              // [C]VCVC... is m>1
+  var s_v   = "^(" + C + ")?" + v;                         // vowel in stem
+
+  this.stemWord = function (w) {
+    var stem;
+    var suffix;
+    var firstch;
+    var origword = w;
+
+    if (w.length < 3)
+      return w;
+
+    var re;
+    var re2;
+    var re3;
+    var re4;
+
+    firstch = w.substr(0,1);
+    if (firstch == "y")
+      w = firstch.toUpperCase() + w.substr(1);
+
+    // Step 1a
+    re = /^(.+?)(ss|i)es$/;
+    re2 = /^(.+?)([^s])s$/;
+
+    if (re.test(w))
+      w = w.replace(re,"$1$2");
+    else if (re2.test(w))
+      w = w.replace(re2,"$1$2");
+
+    // Step 1b
+    re = /^(.+?)eed$/;
+    re2 = /^(.+?)(ed|ing)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      re = new RegExp(mgr0);
+      if (re.test(fp[1])) {
+        re = /.$/;
+        w = w.replace(re,"");
+      }
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1];
+      re2 = new RegExp(s_v);
+      if (re2.test(stem)) {
+        w = stem;
+        re2 = /(at|bl|iz)$/;
+        re3 = new RegExp("([^aeiouylsz])\\1$");
+        re4 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+        if (re2.test(w))
+          w = w + "e";
+        else if (re3.test(w)) {
+          re = /.$/;
+          w = w.replace(re,"");
+        }
+        else if (re4.test(w))
+          w = w + "e";
+      }
+    }
+
+    // Step 1c
+    re = /^(.+?)y$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(s_v);
+      if (re.test(stem))
+        w = stem + "i";
+    }
+
+    // Step 2
+    re = /^(.+?)(ational|tional|enci|anci|izer|bli|alli|entli|eli|ousli|ization|ation|ator|alism|iveness|fulness|ousness|aliti|iviti|biliti|logi)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step2list[suffix];
+    }
+
+    // Step 3
+    re = /^(.+?)(icate|ative|alize|iciti|ical|ful|ness)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      suffix = fp[2];
+      re = new RegExp(mgr0);
+      if (re.test(stem))
+        w = stem + step3list[suffix];
+    }
+
+    // Step 4
+    re = /^(.+?)(al|ance|ence|er|ic|able|ible|ant|ement|ment|ent|ou|ism|ate|iti|ous|ive|ize)$/;
+    re2 = /^(.+?)(s|t)(ion)$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      if (re.test(stem))
+        w = stem;
+    }
+    else if (re2.test(w)) {
+      var fp = re2.exec(w);
+      stem = fp[1] + fp[2];
+      re2 = new RegExp(mgr1);
+      if (re2.test(stem))
+        w = stem;
+    }
+
+    // Step 5
+    re = /^(.+?)e$/;
+    if (re.test(w)) {
+      var fp = re.exec(w);
+      stem = fp[1];
+      re = new RegExp(mgr1);
+      re2 = new RegExp(meq1);
+      re3 = new RegExp("^" + C + v + "[^aeiouwxy]$");
+      if (re.test(stem) || (re2.test(stem) && !(re3.test(stem))))
+        w = stem;
+    }
+    re = /ll$/;
+    re2 = new RegExp(mgr1);
+    if (re.test(w) && re2.test(w)) {
+      re = /.$/;
+      w = w.replace(re,"");
+    }
+
+    // and turn initial Y back to y
+    if (firstch == "y")
+      w = firstch.toLowerCase() + w.substr(1);
+    return w;
+  }
+}
+
diff --git a/_static/sphinx_immaterial_theme.1b5b7a2d5891aec19.min.js b/_static/sphinx_immaterial_theme.1b5b7a2d5891aec19.min.js
new file mode 100644
index 000000000..ec77f5d06
--- /dev/null
+++ b/_static/sphinx_immaterial_theme.1b5b7a2d5891aec19.min.js
@@ -0,0 +1,27 @@
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0&&(f=u.score),s.push({location:n+u.anchor,score:u.score===f?e.score:0,terms:u.terms,title:r(u.title||o),text:r(u.snippet)});return s})}function Fs(e){return new DOMParser().parseFromString(e,"text/html").body.textContent||""}function Mi(e){return ze(this,null,function*(){yield Cs();let t=new Stemmer,r=[],n=[],o=[],i=[];for(let u of ks(e)){let l=u.toLowerCase();if(l.length===0||(i.push(l),stopwords.indexOf(l)!==-1))continue;let p=t.stemWord(l);p.length<3&&l.length>=3&&(p=l);let m;p[0]==="-"?(m=n,p=p.substr(1)):(m=r,o.push(l)),m.indexOf(p)===-1&&m.push(p)}let a=[];for(let u=0;u<i.length;u++){let l=[...i.slice(0,u),...i.slice(u+1,i.length)];a.push(...Hs(i[u],l))}a.push(...Ps(r,n)),a.sort((u,l)=>{let p=u.score,m=l.score;if(p!==m)return m-p;let h=u.title.toLowerCase(),b=l.title.toLowerCase();return h>b?1:h<b?-1:0}),Rs&&console.log(a);let c=new RegExp(`\\b(?:${o.map(sn).join("|")})`,"img"),s=u=>`<mark 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1:r.textContent=ae("search.result.one");break;default:r.textContent=ae("search.result.other",ur(l.count))}u(l)}else r.textContent=ae("search.result.placeholder")}),C()}function Us(e,{query$:t}){return t.pipe(d(({value:r})=>{let n=Oe();return n.hash="",n.searchParams.delete("h"),n.searchParams.set("q",r),{url:n}}))}function Ci(e,t){let r=new L;return r.subscribe(({url:n})=>{e.setAttribute("data-clipboard-text",e.href),e.href=`${n}`}),x(e,"click").subscribe(n=>n.preventDefault()),Us(e,t).pipe(M(n=>r.next(n)),R(()=>r.complete()),d(n=>V({ref:e},n)))}function Ri(e,{keyboard$:t}){let r=_e("search-query");return t.pipe(A(({mode:n})=>n==="search")).subscribe(n=>{switch(n.type){case"ArrowRight":e.innerText.length&&r.selectionStart===r.value.length&&(r.value=e.innerText);break}}),C()}function Hi(e,{keyboard$:t}){try{let r=_e("search-query",e),n=_e("search-result",e);t.pipe(A(({mode:a})=>a==="search")).subscribe(a=>{let c=Fe();switch(a.type){case"Enter":if(c===r){let s=new Map;for(let f of 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ki({alert$:e}){cn.default.isSupported()&&new U(t=>{new cn.default("[data-clipboard-target], [data-clipboard-text]",{text:r=>r.getAttribute("data-clipboard-text")||Vs(B(r.getAttribute("data-clipboard-target")))}).on("success",r=>t.next(r))}).pipe(M(t=>{t.trigger.focus()}),d(()=>ae("clipboard.copied"))).subscribe(e)}function Ns(e){if(e.length<2)return[""];let[t,r]=[...e].sort((o,i)=>o.length-i.length).map(o=>o.replace(/[^/]+$/,"")),n=0;if(t===r)n=t.length;else for(;t.charCodeAt(n)===r.charCodeAt(n);)n++;return e.map(o=>o.replace(t.slice(0,n),""))}function hr(e){let t=__md_get("__sitemap",sessionStorage,e);if(t)return C(t);{let r=ce();return zo(new URL("sitemap.xml",e||r.base)).pipe(d(n=>Ns(D("loc",n).map(o=>o.textContent))),le(()=>k),De([]),M(n=>__md_set("__sitemap",n,sessionStorage,e)))}}function Pi({document$:e,location$:t,viewport$:r}){let n=ce();if(location.protocol==="file:")return;"scrollRestoration"in history&&(history.scrollRestoration="manual",x(window,"beforeunload").subscribe(()=>{history.scrollRestoration="auto"}));let o=ie("link[rel=icon]");typeof o!="undefined"&&(o.href=o.href);let i=hr().pipe(d(l=>l.map(p=>`${new URL(p,n.base)}`)),_(l=>x(document.body,"click").pipe(A(p=>!p.metaKey&&!p.ctrlKey),_(p=>{if(p.target instanceof Element){let m=p.target.closest("a");if(m&&!m.target){let h=new URL(m.href);if(h.search="",h.hash="",h.pathname!==location.pathname&&l.includes(h.toString()))return p.preventDefault(),C({url:new URL(m.href)})}}return je}))),pe()),a=x(window,"popstate").pipe(A(l=>l.state!==null),d(l=>({url:new URL(location.href),offset:l.state})),pe());P(i,a).pipe(Q((l,p)=>l.url.href===p.url.href),d(({url:l})=>l)).subscribe(t);let c=t.pipe(J("pathname"),_(l=>pr(l.href).pipe(le(()=>(lr(l),je)))),pe());i.pipe(rr(c)).subscribe(({url:l})=>{history.pushState({},"",`${l}`)});let s=new DOMParser;c.pipe(_(l=>l.text()),d(l=>s.parseFromString(l,"text/html"))).subscribe(e);let f=new Set,u=new Set;for(let l of D("script",document))l.src?f.add(new URL(l.src,document.baseURI).toString()):u.add(l.outerHTML);e.pipe(Pe(1),mt(l=>ze(this,null,function*(){var p;for(let m of["title","link[rel=canonical]","meta[name=author]","meta[name=description]","[data-md-component=announce]","[data-md-component=container]","[data-md-component=header-topic]","[data-md-component=outdated]","[data-md-component=logo]","[data-md-component=skip]",...Z("navigation.tabs.sticky")?["[data-md-component=tabs]"]:[]]){let h=ie(m),b=ie(m,l);typeof h!="undefined"&&typeof b!="undefined"&&h.replaceWith(b)}((p=window.MathJax)==null?void 0:p.typesetPromise)!==void 0&&(yield window.MathJax.typesetPromise());for(let m of D("script",l))if(m.src){let h=new URL(m.src,document.baseURI).toString();if(!f.has(h)){let b=document.createElement("script");for(let q of m.getAttributeNames())b.setAttribute(q,m.getAttribute(q));let w;b.src=h,b.async||(w=new 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$i=Je(rn());function Ii(e,t){let r=new RegExp(e.separator,"img"),n=(o,i,a)=>`${i}<mark data-md-highlight>${a}</mark>`;return o=>{o=o.replace(/[\s*+\-:~^]+/g," ").trim();let i=new RegExp(`(^|${e.separator})(${o.replace(/[|\\{}()[\]^$+*?.-]/g,"\\$&").replace(r,"|")})`,"img");return a=>(t?(0,$i.default)(a):a).replace(i,n).replace(/<\/mark>(\s+)<mark[^>]*>/img,"$1")}}function ji({document$:e}){var a;let t=ce(),r=t.version.staticVersions?C(t.version.staticVersions):Ge(new URL((a=t.version.versionPath)!=null?a:"../versions.json",t.base)),n=new URL("..",t.base),o=c=>new URL(c,n).toString().replace(/\/*$/,""),i=r.pipe(d(c=>{let s=t.base.toString().replace(/\/*$/,"");return c.find(({version:f,aliases:u})=>o(f)===s||u.find(l=>o(l)===s))||c[0]}));r.pipe(d(c=>new Map(c.map(s=>[`${new URL(`../${s.version}/`,t.base)}`,s]))),_(c=>x(document.body,"click").pipe(A(s=>!s.metaKey&&!s.ctrlKey),me(i),_(([s,f])=>{if(s.target instanceof Element){let u=s.target.closest("a");if(u&&!u.target&&c.has(u.href)){let l=u.href;return!s.target.closest(".md-version")&&c.get(l)===f?k:(s.preventDefault(),C(l))}}return k}),_(s=>{let{version:f}=c.get(s);return hr(new URL(s)).pipe(d(u=>{let p=Oe().href.replace(t.base,"");return u.includes(p.split("#")[0])?new URL(`../${f}/${p}`,t.base):new URL(s)}))})))).subscribe(c=>lr(c)),G([r,i]).subscribe(([c,s])=>{B(".md-header__topic").appendChild(oi(c,s))}),e.pipe(_(()=>i)).subscribe(c=>{var f;let s=__md_get("__outdated",sessionStorage);if(s===null){let u=((f=t.version)==null?void 0:f.default)||"latest";s=!c.aliases.includes(u),__md_set("__outdated",s,sessionStorage)}if(s)for(let u of ee("outdated"))u.hidden=!1})}function Fi(e,{location$:t}){let r={lang:[],separator:"\\s+"};return G([t.pipe(z(Oe()),A(n=>!!n.searchParams.get("h")))]).pipe(d(([n])=>Ii(r,!0)(n.searchParams.get("h"))),d(n=>{var a;let o=new Map,i=document.createNodeIterator(e,NodeFilter.SHOW_TEXT);for(let c=i.nextNode();c;c=i.nextNode())if((a=c.parentElement)!=null&&a.offsetHeight){let s=c.textContent,f=n(s);f.length>s.length&&o.set(c,f)}for(let[c,s]of o){let{childNodes:f}=O("span",null,s);c.replaceWith(...Array.from(f))}return{ref:e,nodes:o}}))}function Ds(e,{viewport$:t,main$:r}){let n=e.parentElement,o=n.offsetTop-n.parentElement.offsetTop;return G([r,t]).pipe(d(([{offset:i,height:a},{offset:{y:c}}])=>(a=a+Math.min(o,Math.max(0,c-i))-o,{height:a,locked:c>=i+o})),Q((i,a)=>i.height===a.height&&i.locked===a.locked))}function fn(e,n){var o=n,{header$:t}=o,r=hn(o,["header$"]);let i=B(".md-sidebar__scrollwrap",e),{y:a}=Be(i);return I(()=>{let c=new L;return c.pipe(Re(0,fe),me(t)).subscribe({next([{height:s},{height:f}]){i.style.height=`${s-2*a}px`,e.style.top=`${f}px`},complete(){i.style.height="",e.style.top=""}}),c.pipe(Ce(fe),ve(1)).subscribe(()=>{for(let s of D(".md-nav__link--active[href]",e)){let f=ko(s);if(typeof f!="undefined"){let u=s.offsetTop-f.offsetTop,{height:l}=Se(f);f.scrollTo({top:u-l/2})}}}),Ds(e,r).pipe(M(s=>c.next(s)),R(()=>c.complete()),d(s=>V({ref:e},s)))})}function Ui(e,t){if(typeof t!="undefined"){let r=`https://api.github.com/repos/${e}/${t}`;return Ir(Ge(`${r}/releases/latest`).pipe(le(()=>k),d(n=>({version:n.tag_name})),De({})),Ge(r).pipe(le(()=>k),d(n=>({stars:n.stargazers_count,forks:n.forks_count})),De({}))).pipe(d(([n,o])=>V(V({},n),o)))}else{let r=`https://api.github.com/users/${e}`;return Ge(r).pipe(d(n=>({repositories:n.public_repos})),De({}))}}function Vi(e,t){let r=`https://${e}/api/v4/projects/${encodeURIComponent(t)}`;return Ge(r).pipe(le(()=>k),d(({star_count:n,forks_count:o})=>({stars:n,forks:o})),De({}))}function Ni(e){let[t]=e.match(/(git(?:hub|lab))/i)||[];switch(t.toLowerCase()){case"github":let[,r,n]=e.match(/^.+github\.com\/([^/]+)\/?([^/]+)?/i);return Ui(r,n);case"gitlab":let[,o,i]=e.match(/^.+?([^/]*gitlab[^/]+)\/(.+?)\/?$/i);return Vi(o,i);default:return k}}var Ws;function zs(e){return Ws||(Ws=I(()=>{let t=__md_get("__source",sessionStorage);if(t)return C(t);if(ee("consent").length){let n=__md_get("__consent");if(!(n&&n.github))return k}return Ni(e.href).pipe(M(n=>__md_set("__source",n,sessionStorage)))}).pipe(le(()=>k),A(t=>Object.keys(t).length>0),d(t=>({facts:t})),X(1)))}function Di(e){let t=B(":scope > :last-child",e);return I(()=>{let r=new L;return r.subscribe(({facts:n})=>{t.appendChild(ri(n)),t.classList.add("md-source__repository--active")}),zs(e).pipe(M(n=>r.next(n)),R(()=>r.complete()),d(n=>V({ref:e},n)))})}function qs(e,{viewport$:t,header$:r}){return de(document.body).pipe(_(()=>mr(e,{header$:r,viewport$:t})),d(({offset:{y:n}})=>({hidden:n>=10})),J("hidden"))}function Wi(e,t){return I(()=>{let r=new L;return r.subscribe({next({hidden:n}){e.hidden=n},complete(){e.hidden=!1}}),(Z("navigation.tabs.sticky")?C({hidden:!1}):qs(e,t)).pipe(M(n=>r.next(n)),R(()=>r.complete()),d(n=>V({ref:e},n)))})}function Ks(e,{viewport$:t,header$:r,excludedLinks:n}){let o=new Map,i=D("a[href]",e);for(let s of i){if(n!=null&&n.has(s))continue;let f=s.getAttribute("href"),u;if(f.startsWith("#")){let l=decodeURIComponent(s.hash.substring(1));u=ie(`[id="${l}"]`)}else u=ie(`a.pseudo-toc-entry[href=${CSS.escape(f)}]`);if(typeof u!="undefined"){let l=s.closest(".md-nav__link");l!==null&&o.set(l,u)}}let a=r.pipe(J("height"),d(({height:s})=>{let f=_e("main"),u=B(":scope > :first-child",f);return s+.8*(u.offsetTop-f.offsetTop)}),pe());return de(document.body).pipe(J("height"),_(s=>I(()=>{let f=[];return C([...o].reduce((u,[l,p])=>{for(;f.length&&o.get(f[f.length-1]).tagName>=p.tagName;)f.pop();let m=p.offsetTop;for(;!m&&p.parentElement;)p=p.parentElement,m=p.offsetTop;return u.set([...f=[...f,l]].reverse(),m)},new Map))}).pipe(d(f=>new Map([...f].sort(([,u],[,l])=>u-l))),St(a),_(([f,u])=>t.pipe(Nr(([l,p],{offset:{y:m},size:h})=>{let b=m+h.height>=Math.floor(s.height);for(;p.length;){let[,w]=p[0];if(w-u<m||b)l=[...l,p.shift()];else break}for(;l.length;){let[,w]=l[l.length-1];if(w-u>=m&&!b)p=[l.pop(),...p];else break}return[l,p]},[[],[...f]]),Q((l,p)=>l[0]===p[0]&&l[1]===p[1])))))).pipe(d(([s,f])=>({prev:s.map(([u])=>u),next:f.map(([u])=>u)})),z({prev:[],next:[]}),Ne(2,1),d(([s,f])=>s.prev.length<f.prev.length?{prev:f.prev.slice(Math.max(0,s.prev.length-1),f.prev.length),next:[]}:{prev:f.prev.slice(-1),next:f.next.slice(0,f.next.length-s.next.length)}))}function ln(e,{viewport$:t,header$:r,target$:n,localToc:o}){return I(()=>{let i=new L,a=o?"md-nav__link--active":"md-nav__link--in-viewport";if(i.subscribe(({prev:s,next:f})=>{for(let[u]of f)u.classList.remove("md-nav__link--passed"),u.classList.remove(a);for(let[u,[l]]of s.entries())l.classList.add("md-nav__link--passed"),l.classList.toggle(a,u===s.length-1)}),Z("toc.follow")&&(o||!Z("toc.integrate"))){let 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new file mode 100644
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+++ b/_static/sphinx_immaterial_theme.af531f03affe68837.min.css
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diff --git a/_static/white.svg b/_static/white.svg
new file mode 100644
index 000000000..d80d1492c
--- /dev/null
+++ b/_static/white.svg
@@ -0,0 +1,54 @@
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+  <metadata id="metadata37">
+    <rdf:RDF>
+      <cc:Work rdf:about="">
+        <dc:format>image/svg+xml</dc:format>
+        <dc:type rdf:resource="http://purl.org/dc/dcmitype/StillImage"/>
+        <dc:title/>
+      </cc:Work>
+    </rdf:RDF>
+  </metadata>
+  <defs id="defs35"/>
+  <style id="style3" type="text/css">
+    .st0 {
+      fill: #332D37;
+    }
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+    .st1 {
+      fill: url(#SVGID_1_);
+    }
+
+    .st2 {
+      fill: url(#SVGID_2_);
+    }
+
+    .st3 {
+      fill: url(#SVGID_3_);
+    }
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diff --git a/cmd-usage.html b/cmd-usage.html
new file mode 100644
index 000000000..6e246837b
--- /dev/null
+++ b/cmd-usage.html
@@ -0,0 +1,1102 @@
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      <link rel="icon" href="">
+    
+    
+      
+        <title>Using Kenning via command line arguments - Kenning</title>
+      
+    
+    
+      
+        
+        
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
+      
+    
+        <link rel="stylesheet" type="text/css" href="_static/sphinx_immaterial_theme.af531f03affe68837.min.css" />
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+    
+      
+
+    
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+<header class="md-header" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="index.html" title="Kenning" class="md-header__button md-logo" aria-label="Kenning" data-md-component="logo">
+      <img src="_static/white.svg" alt="logo">
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Kenning
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Using Kenning via command line arguments
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      <form class="md-header__option" data-md-component="palette">
+        
+          
+          
+          <input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_1">
+          
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+          
+        
+          
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+          <input class="md-option" data-md-color-media="" data-md-color-scheme="default" data-md-color-primary="teal" data-md-color-accent="deep-orange"  aria-label="Switch to dark mode"  type="radio" name="__palette" id="__palette_2">
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+            </label>
+          
+        
+      </form>
+    
+    
+    
+      <div class="md-header__button">
+        <a href="kenning.pdf" title="PDF - kenning.pdf">
+          <div class="md-icon">
+            
+            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 384 512"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc.--><path d="M64 0C28.7 0 0 28.7 0 64v384c0 35.3 28.7 64 64 64h256c35.3 0 64-28.7 64-64V160H256c-17.7 0-32-14.3-32-32V0H64zm192 0v128h128L256 0zM64 224h24c30.9 0 56 25.1 56 56s-25.1 56-56 56h-8v32c0 8.8-7.2 16-16 16s-16-7.2-16-16V240c0-8.8 7.2-16 16-16zm24 80c13.3 0 24-10.7 24-24s-10.7-24-24-24h-8v48h8zm72-64c0-8.8 7.2-16 16-16h24c26.5 0 48 21.5 48 48v64c0 26.5-21.5 48-48 48h-24c-8.8 0-16-7.2-16-16V240zm32 112h8c8.8 0 16-7.2 16-16v-64c0-8.8-7.2-16-16-16h-8v96zm96-128h48c8.8 0 16 7.2 16 16s-7.2 16-16 16h-32v32h32c8.8 0 16 7.2 16 16s-7.2 16-16 16h-32v48c0 8.8-7.2 16-16 16s-16-7.2-16-16V240c0-8.8 7.2-16 16-16z"/></svg>
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+
+<h1 id="using-kenning-via-command-line-arguments">Using Kenning via command line arguments<a class="headerlink" href="#using-kenning-via-command-line-arguments" title="Permalink to this heading">¶</a></h1>
+<p><a class="reference external" href="https://github.com/antmicro/kenning">Kenning</a> provides several scripts for training, compilation and benchmarking of deep learning models on various target hardware.
+The executable scripts are present in the <a class="reference external" href="https://github.com/antmicro/kenning/tree/main/kenning/scenarios">kenning.scenarios module</a>.
+Sample bash scripts using the scenarios are located in the <a class="reference external" href="https://github.com/antmicro/kenning/tree/main/scripts">scripts directory in the repository</a>.</p>
+<p>Runnable scripts in scenarios require implemented classes to be provided from the <code class="docutils literal notranslate"><span class="pre">kenning.core</span></code> module to perform such actions as in-framework inference, model training, model compilation and model benchmarking on target.</p>
+<p>To run below examples it is required to install Kenning with dependencies as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[tensorflow,tvm] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="command-line-arguments-for-classes">Command-line arguments for classes<a class="headerlink" href="#command-line-arguments-for-classes" title="Permalink to this heading">¶</a></h2>
+<p>Each class (<a class="reference internal" href="kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a>, <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>, <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a> and other) provided to the runnable scripts in scenarios can provide command-line arguments that configure the work of an object of the given class.</p>
+<p>Each class in <code class="docutils literal notranslate"><span class="pre">kenning.core</span></code> implements <code class="docutils literal notranslate"><span class="pre">form_argparse</span></code> and <code class="docutils literal notranslate"><span class="pre">from_argparse</span></code> methods.
+The former creates an <code class="docutils literal notranslate"><span class="pre">argparse</span></code> group for a given class with its parameters.
+The latter takes the arguments parsed by <code class="docutils literal notranslate"><span class="pre">argparse</span></code> and returns the object of a class.</p>
+<h2 id="autocompletion-for-command-line-interface">Autocompletion for command line interface<a class="headerlink" href="#autocompletion-for-command-line-interface" title="Permalink to this heading">¶</a></h2>
+<p>Kenning provides autocompletion for its command line interface.
+This feature requires additional configuration to work properly, which can be done using <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">completion</span></code> command.
+Optionally, it can be configured as described in <a class="reference external" href="https://kislyuk.github.io/argcomplete/">argcomplete documentation</a>.</p>
+<h2 id="model-training">Model training<a class="headerlink" href="#model-training" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.model_training</span></code> performs model training using Kenning’s <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> and <a class="reference internal" href="kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a> objects.
+To get the list of training parameters, select the model and training dataset to use (i.e. <code class="docutils literal notranslate"><span class="pre">TensorFlowPetDatasetMobileNetV2</span></code> model and <code class="docutils literal notranslate"><span class="pre">PetDataset</span></code> dataset) and run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>train<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--modelwrapper-cls<span class="w"> </span>kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-cls<span class="w"> </span>kenning.datasets.pet_dataset.PetDataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>-h
+</code></pre></div>
+</div>
+<p>This will list the possible parameters that can be used to configure the dataset, the model, and the training parameters.
+For the above call, the output is as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>common<span class="w"> </span>arguments:
+<span class="w">  </span>-h,<span class="w"> </span>--help<span class="w">            </span>show<span class="w"> </span>this<span class="w"> </span><span class="nb">help</span><span class="w"> </span>message<span class="w"> </span>and<span class="w"> </span><span class="nb">exit</span>
+<span class="w">  </span>--verbosity<span class="w"> </span><span class="o">{</span>DEBUG,INFO,WARNING,ERROR,CRITICAL<span class="o">}</span>
+<span class="w">                        </span>Verbosity<span class="w"> </span>level
+
+<span class="s1">&#39;train&#39;</span><span class="w"> </span>arguments:
+<span class="w">  </span>--modelwrapper-cls<span class="w"> </span>MODELWRAPPER_CLS
+<span class="w">                        </span>ModelWrapper-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>inference<span class="w"> </span>implementation<span class="w"> </span>to<span class="w"> </span>import
+<span class="w">  </span>--dataset-cls<span class="w"> </span>DATASET_CLS
+<span class="w">                        </span>Dataset-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>dataset<span class="w"> </span>to<span class="w"> </span>import
+<span class="w">  </span>--batch-size<span class="w"> </span>BATCH_SIZE
+<span class="w">                        </span>The<span class="w"> </span>batch<span class="w"> </span>size<span class="w"> </span><span class="k">for</span><span class="w"> </span>training
+<span class="w">  </span>--learning-rate<span class="w"> </span>LEARNING_RATE
+<span class="w">                        </span>The<span class="w"> </span>learning<span class="w"> </span>rate<span class="w"> </span><span class="k">for</span><span class="w"> </span>training
+<span class="w">  </span>--num-epochs<span class="w"> </span>NUM_EPOCHS
+<span class="w">                        </span>Number<span class="w"> </span>of<span class="w"> </span>epochs<span class="w"> </span>to<span class="w"> </span>train<span class="w"> </span><span class="k">for</span>
+<span class="w">  </span>--logdir<span class="w"> </span>LOGDIR<span class="w">       </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>training<span class="w"> </span>logs<span class="w"> </span>directory
+
+ModelWrapper<span class="w"> </span>arguments:
+<span class="w">  </span>--model-path<span class="w"> </span>MODEL_PATH
+<span class="w">                        </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>model
+
+PetDataset<span class="w"> </span>arguments:
+<span class="w">  </span>--classify-by<span class="w"> </span><span class="o">{</span>species,breeds<span class="o">}</span>
+<span class="w">                        </span>Determines<span class="w"> </span><span class="k">if</span><span class="w"> </span>classification<span class="w"> </span>should<span class="w"> </span>be<span class="w"> </span>performed<span class="w"> </span>by<span class="w"> </span>species<span class="w"> </span>or<span class="w"> </span>by<span class="w"> </span>breeds
+<span class="w">  </span>--image-memory-layout<span class="w"> </span><span class="o">{</span>NHWC,NCHW<span class="o">}</span>
+<span class="w">                        </span>Determines<span class="w"> </span><span class="k">if</span><span class="w"> </span>images<span class="w"> </span>should<span class="w"> </span>be<span class="w"> </span>delivered<span class="w"> </span><span class="k">in</span><span class="w"> </span>NHWC<span class="w"> </span>or<span class="w"> </span>NCHW<span class="w"> </span>format
+
+Dataset<span class="w"> </span>arguments:
+<span class="w">  </span>--dataset-root<span class="w"> </span>DATASET_ROOT
+<span class="w">                        </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>dataset<span class="w"> </span>directory
+<span class="w">  </span>--inference-batch-size<span class="w"> </span>INFERENCE_BATCH_SIZE
+<span class="w">                        </span>The<span class="w"> </span>batch<span class="w"> </span>size<span class="w"> </span><span class="k">for</span><span class="w"> </span>providing<span class="w"> </span>the<span class="w"> </span>input<span class="w"> </span>data
+<span class="w">  </span>--download-dataset<span class="w">    </span>Downloads<span class="w"> </span>the<span class="w"> </span>dataset<span class="w"> </span>before<span class="w"> </span>taking<span class="w"> </span>any<span class="w"> </span>action.<span class="w"> </span>If<span class="w"> </span>the<span class="w"> </span>dataset<span class="w"> </span>files<span class="w"> </span>are<span class="w"> </span>already<span class="w"> </span>downloaded<span class="w"> </span>and
+<span class="w">                        </span>the<span class="w"> </span>checksum<span class="w"> </span>is<span class="w"> </span>correct<span class="w"> </span><span class="k">then</span><span class="w"> </span>they<span class="w"> </span>are<span class="w"> </span>not<span class="w"> </span>downloaded<span class="w"> </span>again.<span class="w"> </span>Is<span class="w"> </span>enabled<span class="w"> </span>by<span class="w"> </span>default.
+<span class="w">  </span>--force-download-dataset
+<span class="w">                        </span>Forces<span class="w"> </span>dataset<span class="w"> </span>download
+<span class="w">  </span>--external-calibration-dataset<span class="w"> </span>EXTERNAL_CALIBRATION_DATASET
+<span class="w">                        </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>directory<span class="w"> </span>with<span class="w"> </span>the<span class="w"> </span>external<span class="w"> </span>calibration<span class="w"> </span>dataset
+<span class="w">  </span>--split-fraction-test<span class="w"> </span>SPLIT_FRACTION_TEST
+<span class="w">                        </span>Default<span class="w"> </span>fraction<span class="w"> </span>of<span class="w"> </span>data<span class="w"> </span>to<span class="w"> </span>leave<span class="w"> </span><span class="k">for</span><span class="w"> </span>model<span class="w"> </span>testing
+<span class="w">  </span>--split-fraction-val<span class="w"> </span>SPLIT_FRACTION_VAL
+<span class="w">                        </span>Default<span class="w"> </span>fraction<span class="w"> </span>of<span class="w"> </span>data<span class="w"> </span>to<span class="w"> </span>leave<span class="w"> </span><span class="k">for</span><span class="w"> </span>model<span class="w"> </span>valdiation
+<span class="w">  </span>--split-seed<span class="w"> </span>SPLIT_SEED
+<span class="w">                        </span>Default<span class="w"> </span>seed<span class="w"> </span>used<span class="w"> </span><span class="k">for</span><span class="w"> </span>dataset<span class="w"> </span>split
+</code></pre></div>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>The list of options depends on <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> and <a class="reference internal" href="kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a>.</p>
+</div>
+<p>At the end, the training can be configured as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>train<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--modelwrapper-cls<span class="w"> </span>kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-cls<span class="w"> </span>kenning.datasets.pet_dataset.PetDataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--logdir<span class="w"> </span>build/logs<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-root<span class="w"> </span>build/pet-dataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-path<span class="w"> </span>build/trained-model.h5<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--batch-size<span class="w"> </span><span class="m">32</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--learning-rate<span class="w"> </span><span class="m">0</span>.0001<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--num-epochs<span class="w"> </span><span class="m">50</span>
+</code></pre></div>
+</div>
+<p>This will train the model with a 0.0001 learning rate and batch size 32 for 50 epochs.
+The trained model will be saved as <code class="docutils literal notranslate"><span class="pre">build/trained-model.h5</span></code>.</p>
+<h2 id="in-framework-inference-performance-measurements">In-framework inference performance measurements<a class="headerlink" href="#in-framework-inference-performance-measurements" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_performance</span></code> script runs inference on a given model in a framework it was trained on.
+It requires you to provide:</p>
+<ul class="simple">
+<li><p>a <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>-based object wrapping the model to be tested,</p></li>
+<li><p>a <a class="reference internal" href="kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a>-based object wrapping the dataset applicable to the model,</p></li>
+<li><p>a path to the output JSON file with performance and quality metrics gathered during inference by the <a class="reference internal" href="kenning-api.html#measurements-api"><span class="std std-ref">Measurements</span></a> object.</p></li>
+</ul>
+<p>The example call for the method is as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--modelwrapper-cls<span class="w"> </span>kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-cls<span class="w"> </span>kenning.datasets.pet_dataset.PetDataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--measurements<span class="w"> </span>build/tensorflow_pet_dataset_mobilenetv2.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-path<span class="w"> </span>kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-root<span class="w"> </span>build/pet-dataset/
+</code></pre></div>
+</div>
+<p>The script downloads the dataset to the <code class="docutils literal notranslate"><span class="pre">build/pet-dataset</span></code> directory, loads the <code class="docutils literal notranslate"><span class="pre">tensorflow_pet_dataset_mobilenetv2.h5</span></code> model, runs inference on all images from the dataset and collects performance and quality metrics throughout the run.
+The performance data stored in the JSON file can be later rendered using <a class="reference internal" href="#report-generation"><span class="std std-ref">Generating performance reports</span></a>.</p>
+<h2 id="testing-inference-on-target-hardware">Testing inference on target hardware<a class="headerlink" href="#testing-inference-on-target-hardware" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code> and <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_server</span></code> are used for inference testing on target hardware.
+The <code class="docutils literal notranslate"><span class="pre">inference_tester</span></code> loads the dataset and the model, compiles the model and runs inference either locally or remotely using <code class="docutils literal notranslate"><span class="pre">inference_server</span></code>.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">inference_server</span></code> receives the model and input data, and sends output data and statistics.</p>
+<p>Both <code class="docutils literal notranslate"><span class="pre">inference_tester</span></code> and <code class="docutils literal notranslate"><span class="pre">inference_server</span></code> require <a class="reference internal" href="kenning-api.html#runtime-api"><span class="std std-ref">Runtime</span></a> to determine the model execution flow.
+Both scripts communicate using the communication protocol implemented in the <a class="reference internal" href="kenning-api.html#protocol-api"><span class="std std-ref">Protocol</span></a>.</p>
+<p>At the end, the <code class="docutils literal notranslate"><span class="pre">inference_tester</span></code> returns the benchmark data in the form of a JSON file extracted from the <a class="reference internal" href="kenning-api.html#measurements-api"><span class="std std-ref">Measurements</span></a> object.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code> requires:</p>
+<ul class="simple">
+<li><p>a <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>-based class that implements model loading, I/O processing and optionally model conversion to ONNX format,</p></li>
+<li><p>a <a class="reference internal" href="kenning-api.html#runtime-api"><span class="std std-ref">Runtime</span></a>-based class that implements data processing and the inference method for the compiled model on the target hardware,</p></li>
+<li><p>a <a class="reference internal" href="kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a>-based class that implements data sample fetching and model evaluation,</p></li>
+<li><p>a path to the output JSON file with performance and quality metrics.</p></li>
+</ul>
+<p>An <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>-based class can be provided to compile the model for a given target if needed.</p>
+<p>Optionally, it requires a <a class="reference internal" href="kenning-api.html#protocol-api"><span class="std std-ref">Protocol</span></a>-based class when running remotely to communicate with the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_server</span></code>.</p>
+<p>To print the list of required arguments, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--modelwrapper-cls<span class="w"> </span>kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--runtime-cls<span class="w"> </span>kenning.runtimes.tvm.TVMRuntime<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-cls<span class="w"> </span>kenning.datasets.pet_dataset.PetDataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--compiler-cls<span class="w"> </span>kenning.optimizers.tvm.TVMCompiler<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--protocol-cls<span class="w"> </span>kenning.protocols.network.NetworkProtocol<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>-h
+</code></pre></div>
+</div>
+<p>With the above classes, the help can look as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>common<span class="w"> </span>arguments:
+<span class="w">  </span>-h,<span class="w"> </span>--help<span class="w">            </span>show<span class="w"> </span>this<span class="w"> </span><span class="nb">help</span><span class="w"> </span>message<span class="w"> </span>and<span class="w"> </span><span class="nb">exit</span>
+<span class="w">  </span>--verbosity<span class="w"> </span><span class="o">{</span>DEBUG,INFO,WARNING,ERROR,CRITICAL<span class="o">}</span>
+<span class="w">                        </span>Verbosity<span class="w"> </span>level
+<span class="w">  </span>--convert-to-onnx<span class="w"> </span>CONVERT_TO_ONNX
+<span class="w">                        </span>Before<span class="w"> </span>compiling<span class="w"> </span>the<span class="w"> </span>model,<span class="w"> </span>convert<span class="w"> </span>it<span class="w"> </span>to<span class="w"> </span>ONNX<span class="w"> </span>and<span class="w"> </span>use<span class="w"> </span><span class="k">in</span><span class="w"> </span>compilation<span class="w"> </span><span class="o">(</span>provide<span class="w"> </span>a<span class="w"> </span>path<span class="w"> </span>to<span class="w"> </span>save<span class="w"> </span>here<span class="o">)</span>
+<span class="w">  </span>--measurements<span class="w"> </span>MEASUREMENTS
+<span class="w">                        </span>The<span class="w"> </span>path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>output<span class="w"> </span>JSON<span class="w"> </span>file<span class="w"> </span>with<span class="w"> </span>measurements
+
+Inference<span class="w"> </span>configuration<span class="w"> </span>with<span class="w"> </span>JSON:
+<span class="w">  </span>Configuration<span class="w"> </span>with<span class="w"> </span>pipeline<span class="w"> </span>defined<span class="w"> </span><span class="k">in</span><span class="w"> </span>JSON<span class="w"> </span>file.<span class="w"> </span>This<span class="w"> </span>section<span class="w"> </span>is<span class="w"> </span>not<span class="w"> </span>compatible<span class="w"> </span>with<span class="w"> </span><span class="s1">&#39;Inference configuration with flags&#39;</span>.<span class="w"> </span>Arguments<span class="w"> </span>with<span class="w"> </span><span class="s1">&#39;*&#39;</span><span class="w"> </span>are<span class="w"> </span>required.
+
+<span class="w">  </span>--json-cfg<span class="w"> </span>JSON_CFG<span class="w">   </span>*<span class="w"> </span>The<span class="w"> </span>path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>input<span class="w"> </span>JSON<span class="w"> </span>file<span class="w"> </span>with<span class="w"> </span>configuration<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>inference
+
+Inference<span class="w"> </span>configuration<span class="w"> </span>with<span class="w"> </span>flags:
+<span class="w">  </span>Configuration<span class="w"> </span>with<span class="w"> </span>flags.<span class="w"> </span>This<span class="w"> </span>section<span class="w"> </span>is<span class="w"> </span>not<span class="w"> </span>compatible<span class="w"> </span>with<span class="w"> </span><span class="s1">&#39;Inference configuration with JSON&#39;</span>.<span class="w"> </span>Arguments<span class="w"> </span>with<span class="w"> </span><span class="s1">&#39;*&#39;</span><span class="w"> </span>are<span class="w"> </span>required.
+
+<span class="w">  </span>--modelwrapper-cls<span class="w"> </span>MODELWRAPPER_CLS
+<span class="w">                        </span>*<span class="w"> </span>ModelWrapper-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>inference<span class="w"> </span>implementation<span class="w"> </span>to<span class="w"> </span>import
+<span class="w">  </span>--dataset-cls<span class="w"> </span>DATASET_CLS
+<span class="w">                        </span>*<span class="w"> </span>Dataset-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>dataset<span class="w"> </span>to<span class="w"> </span>import
+<span class="w">  </span>--compiler-cls<span class="w"> </span>COMPILER_CLS
+<span class="w">                        </span>*<span class="w"> </span>Optimizer-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>compiling<span class="w"> </span>routines<span class="w"> </span>to<span class="w"> </span>import
+<span class="w">  </span>--runtime-cls<span class="w"> </span>RUNTIME_CLS
+<span class="w">                        </span>Runtime-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>the<span class="w"> </span>implementation<span class="w"> </span>of<span class="w"> </span>model<span class="w"> </span>runtime
+<span class="w">  </span>--protocol-cls<span class="w"> </span>PROTOCOL_CLS
+<span class="w">                        </span>Protocol-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>the<span class="w"> </span>implementation<span class="w"> </span>of<span class="w"> </span>communication<span class="w"> </span>between<span class="w"> </span>inference
+<span class="w">                        </span>tester<span class="w"> </span>and<span class="w"> </span>inference<span class="w"> </span>runner
+
+ModelWrapper<span class="w"> </span>arguments:
+<span class="w">  </span>--model-path<span class="w"> </span>MODEL_PATH
+<span class="w">                        </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>model
+
+PetDataset<span class="w"> </span>arguments:
+<span class="w">  </span>--classify-by<span class="w"> </span><span class="o">{</span>species,breeds<span class="o">}</span>
+<span class="w">                        </span>Determines<span class="w"> </span><span class="k">if</span><span class="w"> </span>classification<span class="w"> </span>should<span class="w"> </span>be<span class="w"> </span>performed<span class="w"> </span>by<span class="w"> </span>species<span class="w"> </span>or<span class="w"> </span>by<span class="w"> </span>breeds
+<span class="w">  </span>--image-memory-layout<span class="w"> </span><span class="o">{</span>NHWC,NCHW<span class="o">}</span>
+<span class="w">                        </span>Determines<span class="w"> </span><span class="k">if</span><span class="w"> </span>images<span class="w"> </span>should<span class="w"> </span>be<span class="w"> </span>delivered<span class="w"> </span><span class="k">in</span><span class="w"> </span>NHWC<span class="w"> </span>or<span class="w"> </span>NCHW<span class="w"> </span>format
+
+Dataset<span class="w"> </span>arguments:
+<span class="w">  </span>--dataset-root<span class="w"> </span>DATASET_ROOT
+<span class="w">                        </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>dataset<span class="w"> </span>directory
+<span class="w">  </span>--inference-batch-size<span class="w"> </span>INFERENCE_BATCH_SIZE
+<span class="w">                        </span>The<span class="w"> </span>batch<span class="w"> </span>size<span class="w"> </span><span class="k">for</span><span class="w"> </span>providing<span class="w"> </span>the<span class="w"> </span>input<span class="w"> </span>data
+<span class="w">  </span>--download-dataset<span class="w">    </span>Downloads<span class="w"> </span>the<span class="w"> </span>dataset<span class="w"> </span>before<span class="w"> </span>taking<span class="w"> </span>any<span class="w"> </span>action.<span class="w"> </span>If<span class="w"> </span>the<span class="w"> </span>dataset<span class="w"> </span>files<span class="w"> </span>are<span class="w"> </span>already<span class="w"> </span>downloaded<span class="w"> </span>and<span class="w"> </span>the<span class="w"> </span>checksum<span class="w"> </span>is<span class="w"> </span>correct<span class="w"> </span><span class="k">then</span><span class="w"> </span>they<span class="w"> </span>are<span class="w"> </span>not<span class="w"> </span>downloaded<span class="w"> </span>again.<span class="w"> </span>Is<span class="w"> </span>enabled<span class="w"> </span>by<span class="w"> </span>default.
+<span class="w">  </span>--force-download-dataset
+<span class="w">                        </span>Forces<span class="w"> </span>dataset<span class="w"> </span>download
+<span class="w">  </span>--external-calibration-dataset<span class="w"> </span>EXTERNAL_CALIBRATION_DATASET
+<span class="w">                        </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>directory<span class="w"> </span>with<span class="w"> </span>the<span class="w"> </span>external<span class="w"> </span>calibration<span class="w"> </span>dataset
+<span class="w">  </span>--split-fraction-test<span class="w"> </span>SPLIT_FRACTION_TEST
+<span class="w">                        </span>Default<span class="w"> </span>fraction<span class="w"> </span>of<span class="w"> </span>data<span class="w"> </span>to<span class="w"> </span>leave<span class="w"> </span><span class="k">for</span><span class="w"> </span>model<span class="w"> </span>testing
+<span class="w">  </span>--split-fraction-val<span class="w"> </span>SPLIT_FRACTION_VAL
+<span class="w">                        </span>Default<span class="w"> </span>fraction<span class="w"> </span>of<span class="w"> </span>data<span class="w"> </span>to<span class="w"> </span>leave<span class="w"> </span><span class="k">for</span><span class="w"> </span>model<span class="w"> </span>valdiation
+<span class="w">  </span>--split-seed<span class="w"> </span>SPLIT_SEED
+<span class="w">                        </span>Default<span class="w"> </span>seed<span class="w"> </span>used<span class="w"> </span><span class="k">for</span><span class="w"> </span>dataset<span class="w"> </span>split
+
+TVMRuntime<span class="w"> </span>arguments:
+<span class="w">  </span>--save-model-path<span class="w"> </span>SAVE_MODEL_PATH
+<span class="w">                        </span>Path<span class="w"> </span>where<span class="w"> </span>the<span class="w"> </span>model<span class="w"> </span>will<span class="w"> </span>be<span class="w"> </span>uploaded
+<span class="w">  </span>--target-device-context<span class="w"> </span><span class="o">{</span>llvm,stackvm,cpu,c,test,hybrid,composite,cuda,nvptx,cl,opencl,sdaccel,aocl,aocl_sw_emu,vulkan,metal,vpi,rocm,ext_dev,hexagon,webgpu<span class="o">}</span>
+<span class="w">                        </span>What<span class="w"> </span>accelerator<span class="w"> </span>should<span class="w"> </span>be<span class="w"> </span>used<span class="w"> </span>on<span class="w"> </span>target<span class="w"> </span>device
+<span class="w">  </span>--target-device-context-id<span class="w"> </span>TARGET_DEVICE_CONTEXT_ID
+<span class="w">                        </span>ID<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>device<span class="w"> </span>to<span class="w"> </span>run<span class="w"> </span>the<span class="w"> </span>inference<span class="w"> </span>on
+<span class="w">  </span>--runtime-use-vm<span class="w">      </span>At<span class="w"> </span>runtime<span class="w"> </span>use<span class="w"> </span>the<span class="w"> </span>TVM<span class="w"> </span>Relay<span class="w"> </span>VirtualMachine
+
+Runtime<span class="w"> </span>arguments:
+<span class="w">  </span>--disable-performance-measurements
+<span class="w">                        </span>Disable<span class="w"> </span>collection<span class="w"> </span>and<span class="w"> </span>processing<span class="w"> </span>of<span class="w"> </span>performance<span class="w"> </span>metrics
+
+TVMCompiler<span class="w"> </span>arguments:
+<span class="w">  </span>--model-framework<span class="w"> </span><span class="o">{</span>keras,onnx,darknet,torch,tflite<span class="o">}</span>
+<span class="w">                        </span>The<span class="w"> </span>input<span class="w"> </span><span class="nb">type</span><span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>model,<span class="w"> </span>framework-wise
+<span class="w">  </span>--target<span class="w"> </span>TARGET<span class="w">       </span>The<span class="w"> </span>kind<span class="w"> </span>or<span class="w"> </span>tag<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>target<span class="w"> </span>device
+<span class="w">  </span>--target-host<span class="w"> </span>TARGET_HOST
+<span class="w">                        </span>The<span class="w"> </span>kind<span class="w"> </span>or<span class="w"> </span>tag<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>host<span class="w"> </span><span class="o">(</span>CPU<span class="o">)</span><span class="w"> </span>target<span class="w"> </span>device
+<span class="w">  </span>--opt-level<span class="w"> </span>OPT_LEVEL
+<span class="w">                        </span>The<span class="w"> </span>optimization<span class="w"> </span>level<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>compilation
+<span class="w">  </span>--libdarknet-path<span class="w"> </span>LIBDARKNET_PATH
+<span class="w">                        </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>libdarknet.so<span class="w"> </span>library,<span class="w"> </span><span class="k">for</span><span class="w"> </span>darknet<span class="w"> </span>models
+<span class="w">  </span>--compile-use-vm<span class="w">      </span>At<span class="w"> </span>compilation<span class="w"> </span>stage<span class="w"> </span>use<span class="w"> </span>the<span class="w"> </span>TVM<span class="w"> </span>Relay<span class="w"> </span>VirtualMachine
+<span class="w">  </span>--output-conversion-function<span class="w"> </span><span class="o">{</span>default,dict_to_tuple<span class="o">}</span>
+<span class="w">                        </span>The<span class="w"> </span><span class="nb">type</span><span class="w"> </span>of<span class="w"> </span>output<span class="w"> </span>conversion<span class="w"> </span><span class="k">function</span><span class="w"> </span>used<span class="w"> </span><span class="k">for</span><span class="w"> </span>PyTorch<span class="w"> </span>conversion
+<span class="w">  </span>--conv2d-data-layout<span class="w"> </span>CONV2D_DATA_LAYOUT
+<span class="w">                        </span>Configures<span class="w"> </span>the<span class="w"> </span>I/O<span class="w"> </span>layout<span class="w"> </span><span class="k">for</span><span class="w"> </span>the<span class="w"> </span>CONV2D<span class="w"> </span>operations
+<span class="w">  </span>--conv2d-kernel-layout<span class="w"> </span>CONV2D_KERNEL_LAYOUT
+<span class="w">                        </span>Configures<span class="w"> </span>the<span class="w"> </span>kernel<span class="w"> </span>layout<span class="w"> </span><span class="k">for</span><span class="w"> </span>the<span class="w"> </span>CONV2D<span class="w"> </span>operations
+<span class="w">  </span>--use-fp16-precision<span class="w">  </span>Applies<span class="w"> </span>conversion<span class="w"> </span>of<span class="w"> </span>FP32<span class="w"> </span>weights<span class="w"> </span>to<span class="w"> </span>FP16
+<span class="w">  </span>--use-int8-precision<span class="w">  </span>Applies<span class="w"> </span>conversion<span class="w"> </span>of<span class="w"> </span>FP32<span class="w"> </span>weights<span class="w"> </span>to<span class="w"> </span>INT8
+<span class="w">  </span>--use-tensorrt<span class="w">        </span>For<span class="w"> </span>CUDA<span class="w"> </span>targets:<span class="w"> </span>delegates<span class="w"> </span>supported<span class="w"> </span>operations<span class="w"> </span>to<span class="w"> </span>TensorRT
+<span class="w">  </span>--dataset-percentage<span class="w"> </span>DATASET_PERCENTAGE
+<span class="w">                        </span>Tells<span class="w"> </span>how<span class="w"> </span>much<span class="w"> </span>data<span class="w"> </span>from<span class="w"> </span>the<span class="w"> </span>calibration<span class="w"> </span>dataset<span class="w"> </span><span class="o">(</span>training<span class="w"> </span>or<span class="w"> </span>external<span class="o">)</span><span class="w"> </span>will<span class="w"> </span>be<span class="w"> </span>used<span class="w"> </span><span class="k">for</span><span class="w"> </span>calibration<span class="w"> </span>dataset
+
+Optimizer<span class="w"> </span>arguments:
+<span class="w">  </span>--compiled-model-path<span class="w"> </span>COMPILED_MODEL_PATH
+<span class="w">                        </span>The<span class="w"> </span>path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>compiled<span class="w"> </span>model<span class="w"> </span>output
+
+NetworkProtocol<span class="w"> </span>arguments:
+<span class="w">  </span>--host<span class="w"> </span>HOST<span class="w">           </span>The<span class="w"> </span>address<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>target<span class="w"> </span>device
+<span class="w">  </span>--port<span class="w"> </span>PORT<span class="w">           </span>The<span class="w"> </span>port<span class="w"> </span><span class="k">for</span><span class="w"> </span>the<span class="w"> </span>target<span class="w"> </span>device
+
+BytesBasedProtocol<span class="w"> </span>arguments:
+<span class="w">  </span>--packet-size<span class="w"> </span>PACKET_SIZE
+<span class="w">                        </span>The<span class="w"> </span>maximum<span class="w"> </span>size<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>received<span class="w"> </span>packets,<span class="w"> </span><span class="k">in</span><span class="w"> </span>bytes.
+<span class="w">  </span>--endianness<span class="w"> </span><span class="o">{</span>big,little<span class="o">}</span>
+<span class="w">                        </span>The<span class="w"> </span>endianness<span class="w"> </span>of<span class="w"> </span>data<span class="w"> </span>to<span class="w"> </span>transfer
+</code></pre></div>
+</div>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_server</span></code> requires only:</p>
+<ul class="simple">
+<li><p>a <a class="reference internal" href="kenning-api.html#protocol-api"><span class="std std-ref">Protocol</span></a>-based class for the implementation of the communication,</p></li>
+<li><p>a <a class="reference internal" href="kenning-api.html#runtime-api"><span class="std std-ref">Runtime</span></a>-based class for the implementation of runtime routines on device.</p></li>
+</ul>
+<p>Both classes may require some additional arguments that can be listed with the <code class="docutils literal notranslate"><span class="pre">-h</span></code> flag.</p>
+<p>An example script for the <code class="docutils literal notranslate"><span class="pre">inference_tester</span></code> is:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--modelwrapper-cls<span class="w"> </span>kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--runtime-cls<span class="w"> </span>kenning.runtimes.tflite.TFLiteRuntime<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-cls<span class="w"> </span>kenning.datasets.pet_dataset.PetDataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--measurements<span class="w"> </span>./build/google-coral-devboard-tflite-tensorflow.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--compiler-cls<span class="w"> </span>kenning.optimizers.tflite.TFLiteCompiler<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--protocol-cls<span class="w"> </span>kenning.protocols.network.NetworkProtocol<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-path<span class="w"> </span>kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-framework<span class="w"> </span>keras<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--target<span class="w"> </span><span class="s2">&quot;edgetpu&quot;</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--compiled-model-path<span class="w"> </span>build/compiled-model.tflite<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--inference-input-type<span class="w"> </span>int8<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--inference-output-type<span class="w"> </span>int8<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--host<span class="w"> </span><span class="m">192</span>.168.188.35<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--port<span class="w"> </span><span class="m">12344</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--packet-size<span class="w"> </span><span class="m">32768</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--save-model-path<span class="w"> </span>/home/mendel/compiled-model.tflite<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-root<span class="w"> </span>build/pet-dataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--inference-batch-size<span class="w"> </span><span class="m">1</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--verbosity<span class="w"> </span>INFO
+</code></pre></div>
+</div>
+<p>The above runs with the following <code class="docutils literal notranslate"><span class="pre">inference_server</span></code> setup:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>server<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--protocol-cls<span class="w"> </span>kenning.protocols.network.NetworkProtocol<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--runtime-cls<span class="w"> </span>kenning.runtimes.tflite.TFLiteRuntime<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--host<span class="w"> </span><span class="m">0</span>.0.0.0<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--port<span class="w"> </span><span class="m">12344</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--packet-size<span class="w"> </span><span class="m">32768</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--save-model-path<span class="w"> </span>/home/mendel/compiled-model.tflite<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--delegates-list<span class="w"> </span>libedgetpu.so.1<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--verbosity<span class="w"> </span>INFO
+</code></pre></div>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This run was tested on a Google Coral Devboard device.</p>
+</div>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code> can be also executed locally - in this case, the <code class="docutils literal notranslate"><span class="pre">--protocol-cls</span></code> argument can be skipped.
+The example call is as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--modelwrapper-cls<span class="w"> </span>kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--runtime-cls<span class="w"> </span>kenning.runtimes.tvm.TVMRuntime<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-cls<span class="w"> </span>kenning.datasets.pet_dataset.PetDataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--measurements<span class="w"> </span>./build/local-cpu-tvm-tensorflow-classification.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--compiler-cls<span class="w"> </span>kenning.optimizers.tvm.TVMCompiler<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-path<span class="w"> </span>kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-framework<span class="w"> </span>keras<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--target<span class="w"> </span><span class="s2">&quot;llvm&quot;</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--compiled-model-path<span class="w"> </span>./build/compiled-model.tar<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--opt-level<span class="w"> </span><span class="m">3</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--save-model-path<span class="w"> </span>./build/compiled-model.tar<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--target-device-context<span class="w"> </span>cpu<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-root<span class="w"> </span>./build/pet-dataset/<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--inference-batch-size<span class="w"> </span><span class="m">1</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--verbosity<span class="w"> </span>INFO
+</code></pre></div>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>For more examples of running <code class="docutils literal notranslate"><span class="pre">inference_tester</span></code> and <code class="docutils literal notranslate"><span class="pre">inference_server</span></code>, check the <a class="reference external" href="https://github.com/antmicro/kenning/tree/main/scripts">kenning/scripts</a> directory.
+Directories with scripts for client and server calls for various target devices, deep learning frameworks and compilation frameworks can be found in the <a class="reference external" href="https://github.com/antmicro/kenning/tree/main/scripts/edge-runtimes">kenning/scripts/edge-runtimes</a> directory.</p>
+</div>
+<h2 id="running-inference">Running inference<a class="headerlink" href="#running-inference" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_runner</span></code> is used to run inference locally on a pre-compiled model.</p>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_runner</span></code> requires:</p>
+<ul class="simple">
+<li><p>a <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>-based class that performs I/O processing specific to the model,</p></li>
+<li><p>a <a class="reference internal" href="kenning-api.html#runtime-api"><span class="std std-ref">Runtime</span></a>-based class that runs inference on target using the compiled model,</p></li>
+<li><p>a <a class="reference internal" href="kenning-api.html#dataprovider-api"><span class="std std-ref">DataProvider</span></a>-based class that implements fetching of data samples from various sources,</p></li>
+<li><p>a list of <a class="reference internal" href="kenning-api.html#outputcollector-api"><span class="std std-ref">OutputCollector</span></a>-based classes that implement output processing for the specific use case.</p></li>
+</ul>
+<p>To print the list of required arguments, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>python3<span class="w"> </span>-m<span class="w"> </span>kenning.scenarios.inference_runner<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>kenning.modelwrappers.object_detection.darknet_coco.TVMDarknetCOCOYOLOV3<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>kenning.runtimes.tvm.TVMRuntime<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>kenning.dataproviders.camera_dataprovider.CameraDataProvider<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--output-collectors<span class="w"> </span>kenning.outputcollectors.name_printer.NamePrinter<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>-h
+</code></pre></div>
+</div>
+<p>With the above classes, the help can look as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>positional<span class="w"> </span>arguments:
+<span class="w">  </span>modelwrappercls<span class="w">       </span>ModelWrapper-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>inference<span class="w"> </span>implementation<span class="w"> </span>to<span class="w"> </span>import
+<span class="w">  </span>runtimecls<span class="w">            </span>Runtime-based<span class="w"> </span>class<span class="w"> </span>with<span class="w"> </span>the<span class="w"> </span>implementation<span class="w"> </span>of<span class="w"> </span>model<span class="w"> </span>runtime
+<span class="w">  </span>dataprovidercls<span class="w">       </span>DataProvider-based<span class="w"> </span>class<span class="w"> </span>used<span class="w"> </span><span class="k">for</span><span class="w"> </span>providing<span class="w"> </span>data
+optional<span class="w"> </span>arguments:
+<span class="w">  </span>-h,<span class="w"> </span>--help<span class="w">            </span>show<span class="w"> </span>this<span class="w"> </span><span class="nb">help</span><span class="w"> </span>message<span class="w"> </span>and<span class="w"> </span><span class="nb">exit</span>
+<span class="w">  </span>--output-collectors<span class="w"> </span>OUTPUT_COLLECTORS<span class="w"> </span><span class="o">[</span>OUTPUT_COLLECTORS<span class="w"> </span>...<span class="o">]</span>
+<span class="w">                        </span>List<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>OutputCollector-based<span class="w"> </span>classes<span class="w"> </span>where<span class="w"> </span>the<span class="w"> </span>results<span class="w"> </span>will<span class="w"> </span>be<span class="w"> </span>passed
+<span class="w">  </span>--verbosity<span class="w"> </span><span class="o">{</span>DEBUG,INFO,WARNING,ERROR,CRITICAL<span class="o">}</span>
+<span class="w">                        </span>Verbosity<span class="w"> </span>level
+Inference<span class="w"> </span>model<span class="w"> </span>arguments:
+<span class="w">  </span>--model-path<span class="w"> </span>MODEL_PATH
+<span class="w">                        </span>Path<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>model
+<span class="w">  </span>--classes<span class="w"> </span>CLASSES<span class="w">     </span>File<span class="w"> </span>containing<span class="w"> </span>Open<span class="w"> </span>Images<span class="w"> </span>class<span class="w"> </span>IDs<span class="w"> </span>and<span class="w"> </span>class<span class="w"> </span>names<span class="w"> </span><span class="k">in</span><span class="w"> </span>CSV<span class="w"> </span>format<span class="w"> </span>to<span class="w"> </span>use<span class="w"> </span><span class="o">(</span>can<span class="w"> </span>be<span class="w"> </span>generated<span class="w"> </span>using
+<span class="w">                        </span>kenning.scenarios.open_images_classes_extractor<span class="o">)</span><span class="w"> </span>or<span class="w"> </span>class<span class="w"> </span><span class="nb">type</span>
+Runtime<span class="w"> </span>arguments:
+<span class="w">  </span>--disable-performance-measurements
+<span class="w">                        </span>Disable<span class="w"> </span>collection<span class="w"> </span>and<span class="w"> </span>processing<span class="w"> </span>of<span class="w"> </span>performance<span class="w"> </span>metrics
+<span class="w">  </span>--save-model-path<span class="w"> </span>SAVE_MODEL_PATH
+<span class="w">                        </span>Path<span class="w"> </span>where<span class="w"> </span>the<span class="w"> </span>model<span class="w"> </span>will<span class="w"> </span>be<span class="w"> </span>uploaded
+<span class="w">  </span>--target-device-context<span class="w"> </span><span class="o">{</span>llvm,stackvm,cpu,c,cuda,nvptx,cl,opencl,aocl,aocl_sw_emu,sdaccel,vulkan,metal,vpi,rocm,ext_dev,hexagon,webgpu<span class="o">}</span>
+<span class="w">                        </span>What<span class="w"> </span>accelerator<span class="w"> </span>should<span class="w"> </span>be<span class="w"> </span>used<span class="w"> </span>on<span class="w"> </span>target<span class="w"> </span>device
+<span class="w">  </span>--target-device-context-id<span class="w"> </span>TARGET_DEVICE_CONTEXT_ID
+<span class="w">                        </span>ID<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>device<span class="w"> </span>to<span class="w"> </span>run<span class="w"> </span>the<span class="w"> </span>inference<span class="w"> </span>on
+<span class="w">  </span>--input-dtype<span class="w"> </span>INPUT_DTYPE
+<span class="w">                        </span>Type<span class="w"> </span>of<span class="w"> </span>input<span class="w"> </span>tensor<span class="w"> </span>elements
+<span class="w">  </span>--runtime-use-vm<span class="w">      </span>At<span class="w"> </span>runtime<span class="w"> </span>use<span class="w"> </span>the<span class="w"> </span>TVM<span class="w"> </span>Relay<span class="w"> </span>VirtualMachine
+<span class="w">  </span>--use-json-at-output<span class="w">  </span>Encode<span class="w"> </span>outputs<span class="w"> </span>of<span class="w"> </span>models<span class="w"> </span>into<span class="w"> </span>a<span class="w"> </span>JSON<span class="w"> </span>file<span class="w"> </span>with<span class="w"> </span>base64-encoded<span class="w"> </span>arrays
+DataProvider<span class="w"> </span>arguments:
+<span class="w">  </span>--video-file-path<span class="w"> </span>VIDEO_FILE_PATH
+<span class="w">                        </span>Video<span class="w"> </span>file<span class="w"> </span>path<span class="w"> </span><span class="o">(</span><span class="k">for</span><span class="w"> </span>cameras,<span class="w"> </span>use<span class="w"> </span>/dev/videoX<span class="w"> </span>where<span class="w"> </span>X<span class="w"> </span>is<span class="w"> </span>the<span class="w"> </span>device<span class="w"> </span>ID<span class="w"> </span>eg.<span class="w"> </span>/dev/video0<span class="o">)</span>
+<span class="w">  </span>--image-memory-layout<span class="w"> </span><span class="o">{</span>NHWC,NCHW<span class="o">}</span>
+<span class="w">                        </span>Determines<span class="w"> </span><span class="k">if</span><span class="w"> </span>images<span class="w"> </span>should<span class="w"> </span>be<span class="w"> </span>delivered<span class="w"> </span><span class="k">in</span><span class="w"> </span>NHWC<span class="w"> </span>or<span class="w"> </span>NCHW<span class="w"> </span>format
+<span class="w">  </span>--image-width<span class="w"> </span>IMAGE_WIDTH
+<span class="w">                        </span>Determines<span class="w"> </span>the<span class="w"> </span>width<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>image<span class="w"> </span><span class="k">for</span><span class="w"> </span>the<span class="w"> </span>model
+<span class="w">  </span>--image-height<span class="w"> </span>IMAGE_HEIGHT
+<span class="w">                        </span>Determines<span class="w"> </span>the<span class="w"> </span>height<span class="w"> </span>of<span class="w"> </span>the<span class="w"> </span>image<span class="w"> </span><span class="k">for</span><span class="w"> </span>the<span class="w"> </span>model
+OutputCollector<span class="w"> </span>arguments:
+<span class="w">  </span>--print-type<span class="w"> </span><span class="o">{</span>detector,classificator<span class="o">}</span>
+<span class="w">                        </span>What<span class="w"> </span>is<span class="w"> </span>the<span class="w"> </span><span class="nb">type</span><span class="w"> </span>of<span class="w"> </span>model<span class="w"> </span>that<span class="w"> </span>will<span class="w"> </span>input<span class="w"> </span>data<span class="w"> </span>to<span class="w"> </span>the<span class="w"> </span>NamePrinter
+</code></pre></div>
+</div>
+<p>An example script for <code class="docutils literal notranslate"><span class="pre">inference_runner</span></code>:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>python3<span class="w"> </span>-m<span class="w"> </span>kenning.scenarios.inference_runner<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>kenning.modelwrappers.object_detection.darknet_coco.TVMDarknetCOCOYOLOV3<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>kenning.runtimes.tvm.TVMRuntime<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>kenning.dataproviders.camera_dataprovider.CameraDataProvider<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--output-collectors<span class="w"> </span>kenning.outputcollectors.detection_visualizer.DetectionVisualizer<span class="w"> </span>kenning.outputcollectors.name_printer.NamePrinter<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--disable-performance-measurements<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-path<span class="w"> </span>kenning:///models/object_detection/yolov3.weights<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--save-model-path<span class="w"> </span>../compiled-model.tar<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--target-device-context<span class="w"> </span><span class="s2">&quot;cuda&quot;</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--verbosity<span class="w"> </span>INFO<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--video-file-path<span class="w"> </span>/dev/video0
+</code></pre></div>
+</div>
+<h2 id="generating-performance-reports"><span id="report-generation"></span>Generating performance reports<a class="headerlink" href="#generating-performance-reports" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_performance</span></code> and <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code> return a JSON file as the result of benchmarks.
+They contain both performance metrics data, and quality metrics data.</p>
+<p>The data from JSON files can be analyzed, processed and visualized by the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.render_report</span></code> script.
+This script parses the information in JSON files and returns an RST file with the report, along with visualizations.</p>
+<p>It requires:</p>
+<ul class="simple">
+<li><p>a JSON file with benchmark data,</p></li>
+<li><p>a report name for use in the RST file and for creating Sphinx refs to figures,</p></li>
+<li><p>an RST output file name,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">--root-dir</span></code> specifying the root directory of the Sphinx documentation where the RST file will be embedded (it is used to compute relative paths),</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">--img-dir</span></code> specifying the path where the figures should be saved,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">--report-types</span></code>, which is a list describing the types the report falls into.</p></li>
+</ul>
+<p>An example call and the resulting RST file can be observed in <a class="reference internal" href="sample-report.html"><span class="doc std std-doc">Sample autogenerated report</span></a>.</p>
+<p>As for now, the available report types are:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">performance</span></code> - this is the most common report type that renders information about overall inference performance metrics, such as inference time, CPU usage, RAM usage, or GPU utilization,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">classification</span></code> - this report is specific to the classification task, it renders classification-specific quality figures and metrics, such as confusion matrices, accuracy, precision, G-mean,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">detection</span></code> - this report is specific to the detection task, it renders detection-specific quality figures and metrics, such as recall-precision curves or mean average precision.</p></li>
+</ul>
+<h2 id="displaying-information-about-available-classes">Displaying information about available classes<a class="headerlink" href="#displaying-information-about-available-classes" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.list_classes</span></code> and <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.class_info</span></code> provide useful information about classes and can help in creating JSON scenarios.</p>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.list_classes</span></code> will list all available classes by default, though the output can be limited by providing positional arguments representing groups of modules: <code class="docutils literal notranslate"><span class="pre">optimizers</span></code>, <code class="docutils literal notranslate"><span class="pre">runners</span></code>, <code class="docutils literal notranslate"><span class="pre">dataproviders</span></code>, <code class="docutils literal notranslate"><span class="pre">datasets</span></code>, <code class="docutils literal notranslate"><span class="pre">modelwrappers</span></code>, <code class="docutils literal notranslate"><span class="pre">onnxconversions</span></code>, <code class="docutils literal notranslate"><span class="pre">outputcollectors</span></code>, <code class="docutils literal notranslate"><span class="pre">runtimes</span></code>.
+The amount of information displayed can be controlled using <code class="docutils literal notranslate"><span class="pre">-v</span></code> and <code class="docutils literal notranslate"><span class="pre">-vv</span></code> flags.</p>
+<p>To print available arguments run <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">-m</span> <span class="pre">kenning.scenarios.list_classes</span> <span class="pre">-h</span></code>.</p>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.class_info</span></code> provides information about a class given in an argument. More precisely, it will display:</p>
+<ul class="simple">
+<li><p>module and class docstrings,</p></li>
+<li><p>dependencies along with the information whether they are available in the current python environment,</p></li>
+<li><p>supported input and output formats,</p></li>
+<li><p>arguments structure used in JSON configurations.</p></li>
+</ul>
+<p>The script uses a module-like path to the file (e.g. <code class="docutils literal notranslate"><span class="pre">kenning.runtimes.tflite</span></code>), but optionally a class can be specified by adding it to the path like so: <code class="docutils literal notranslate"><span class="pre">kenning.runtimes.tflite.TFLiteRuntime</span></code>.
+To get more detailed information, an optional <code class="docutils literal notranslate"><span class="pre">--load-class-with-args</span></code> argument can be passed. This needs all required class arguments to be provided, and that all dependencies are available.</p>
+<p>For more detail, check <code class="docutils literal notranslate"><span class="pre">python</span> <span class="pre">-m</span> <span class="pre">kenning.scenarios.class_info</span> <span class="pre">-h</span></code>.</p>
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diff --git a/dl-deployment-stack.html b/dl-deployment-stack.html
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+    
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="introduction.html" class="md-nav__link">
+        <span class="md-ellipsis">Introduction</span>
+      </a>
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+  
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+      
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="project-readme.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning</span>
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+    <label class="md-nav__title" for="__toc">
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+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#from-training-to-deployment" class="md-nav__link">
+    <span class="md-ellipsis">From training to deployment</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#dataset-preparation" class="md-nav__link">
+    <span class="md-ellipsis">Dataset preparation</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#model-preparation-and-training" class="md-nav__link">
+    <span class="md-ellipsis">Model preparation and training</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#model-optimization" class="md-nav__link">
+    <span class="md-ellipsis">Model optimization</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#model-compilation-and-deployment" class="md-nav__link">
+    <span class="md-ellipsis">Model compilation and deployment</span>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="json-scenarios.html" class="md-nav__link">
+        <span class="md-ellipsis">Defining optimization pipelines in Kenning</span>
+      </a>
+    </li>
+  
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+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="cmd-usage.html" class="md-nav__link">
+        <span class="md-ellipsis">Using Kenning via command line arguments</span>
+      </a>
+    </li>
+  
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+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-gallery.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning gallery of use cases</span>
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+    </li>
+  
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-variables.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning environment variables</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-measurements.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning measurements</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="sample-report.html" class="md-nav__link">
+        <span class="md-ellipsis">Sample autogenerated report</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-flow.html" class="md-nav__link">
+        <span class="md-ellipsis">Creating applications with Kenning</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-development.html" class="md-nav__link">
+        <span class="md-ellipsis">Developing Kenning blocks</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
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+
+<h1 id="deep-learning-deployment-stack">Deep Learning deployment stack<a class="headerlink" href="#deep-learning-deployment-stack" title="Permalink to this heading">¶</a></h1>
+<p>This chapter lists and describes typical actions performed on deep learning models before deployment on target devices.</p>
+<h2 id="from-training-to-deployment">From training to deployment<a class="headerlink" href="#from-training-to-deployment" title="Permalink to this heading">¶</a></h2>
+<p>A deep learning application deployed on IoT devices usually goes through the following process:</p>
+<ul class="simple">
+<li><p>a dataset is prepared for a deep learning process,</p></li>
+<li><p>evaluation metrics are specified based on a given dataset and outputs,</p></li>
+<li><p>data in the dataset undergoes analysis, data loaders that perform the preprocessing are implemented,</p></li>
+<li><p>the deep learning model is either designed from scratch or a baseline is selected from a wide selection of existing pre-trained models for a given deep learning application (classification, detection, semantic segmentation, instance segmentation, etc.) and adjusted to a particular use case,</p></li>
+<li><p>a loss function and a learning algorithm are specified along with the deep learning model,</p></li>
+<li><p>the model is trained, evaluated and improved,</p></li>
+<li><p>the model is compiled to a representation that is applicable to a given target,</p></li>
+<li><p>the model is executed on a target device.</p></li>
+</ul>
+<h2 id="dataset-preparation">Dataset preparation<a class="headerlink" href="#dataset-preparation" title="Permalink to this heading">¶</a></h2>
+<p>If a model is not available or it is trained for a different use case, the model needs to be trained or re-trained.</p>
+<p>Each model requires a dataset - a set of sample inputs (audio signals, images, video sequences, OCT images, other sensors) and, usually, also outputs (association to class or classes, object location, object mask, input description).
+Datasets are usually split into the following categories:</p>
+<ul class="simple">
+<li><p>training dataset - the largest subset that is used to train a model,</p></li>
+<li><p>validation dataset - a relatively small set that is used to verify model performance after each training epoch (the metrics and loss function values show if any overfitting occurred during the training process),</p></li>
+<li><p>test dataset - the subset that acts as the final evaluation of a trained model.</p></li>
+</ul>
+<p>It is required that the test dataset and the training dataset are mutually exclusive, so that the evaluation results are not biased in any way.</p>
+<p>Datasets can be either designed from scratch or found in e.g.:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://www.kaggle.com">Kaggle datasets</a>,</p></li>
+<li><p><a class="reference external" href="https://datasetsearch.research.google.com">Google Dataset Search</a>,</p></li>
+<li><p><a class="reference external" href="https://www.datasetlist.com">Dataset list</a>,</p></li>
+<li><p>Universities’ pages,</p></li>
+<li><p><a class="reference external" href="https://storage.googleapis.com/openimages/web/index.html">Open Images Dataset</a>,</p></li>
+<li><p><a class="reference external" href="https://commonvoice.mozilla.org/en">Common Voice Dataset</a>.</p></li>
+</ul>
+<h2 id="model-preparation-and-training">Model preparation and training<a class="headerlink" href="#model-preparation-and-training" title="Permalink to this heading">¶</a></h2>
+<p>Currently, the most popular approach is to find an existing model that fits a given problem and perform transfer learning to adapt the model to the requirements.
+In transfer learning, the existing model’s final layers are slightly modified to adapt to a new problem. These updated final layers of the model are trained using the training dataset.
+Finally, some additional layers are unfrozen and the training is performed on a larger number of parameters at a very small learning rate - this process is called fine-tuning.</p>
+<p>Transfer learning provides a better starting point for the training process, allows to train a correctly performing model with smaller datasets and reduces the time required to train a model.
+The intuition behind this is that there are multiple common features between various objects in real-life environments, and the features learned from one deep learning scenario can be then reused in another scenario.</p>
+<p>Once a model is selected, it requires adequate data input preprocessing in order to perform valid training.
+The input data should be normalized and resized to fit input tensor requirements.
+In case of the training dataset, especially if it is quite small, applying reasonable data augmentations like random brightness, contrast, cropping, jitters or rotations can significantly improve the training process and prevent the network from overfitting.</p>
+<p>In the end, a proper training procedure needs to be specified.
+This step includes:</p>
+<ul class="simple">
+<li><p>loss function specification for the model.
+Some weights regularizations can be specified, along with the loss function, to reduce the chance of overfitting</p></li>
+<li><p>optimizer specification (like Adam, Adagrad).
+This involves setting hyperparameters properly or adding schedules and automated routines to set those hyperparameters (i.e. scheduling the learning rate value, or using LR-Finder to set the proper learning rate for the scenario)</p></li>
+<li><p>number of epochs specification or scheduling, e.g. early stopping can be introduced.</p></li>
+<li><p>providing some routines for quality metrics measurements</p></li>
+<li><p>providing some routines for saving intermediate models during training (periodically, or the best model according to a particular quality measure)</p></li>
+</ul>
+<h2 id="model-optimization">Model optimization<a class="headerlink" href="#model-optimization" title="Permalink to this heading">¶</a></h2>
+<p>A successfully trained model may require some optimizations in order to run on given IoT hardware.
+The optimizations may involve precision of weights, computational representation, or model structure.</p>
+<p>Models are usually trained with FP32 precision or mixed precision (FP32 + FP16, depending on the operator).
+Some targets, on the other hand, may significantly benefit from changing the precision from FP32 to FP16, INT8 or INT4.
+The optimizations here are straightforward for the FP16 precision, but the integer-based quantizations require dataset calibration to reduce precision without a significant loss in a model’s quality.</p>
+<p>Other optimizations change the computational representation of the model by e.g. layer fusion or specialized operators for convolutions of a particular shape, among others.</p>
+<p>In the end, there are algorithmic optimizations that change the entire model structure, like weights pruning, conditional computation, model distillation (the current model acts as a teacher that is supposed to improve the quality of a much smaller model).</p>
+<p>If these model optimizations are applied, the optimized models should be evaluated using the same metrics as the original model.
+This is required in order to find any drops in quality.</p>
+<h2 id="model-compilation-and-deployment">Model compilation and deployment<a class="headerlink" href="#model-compilation-and-deployment" title="Permalink to this heading">¶</a></h2>
+<p>Deep learning compilers can transform model representation to:</p>
+<ul class="simple">
+<li><p>a source code for a different programming language, e.g. <a class="reference external" href="https://halide-lang.org">Halide</a>, C, C++, Java, that can be later used on a given target,</p></li>
+<li><p>a machine code utilizing available hardware accelerators with e.g. OpenGL, OpenCL, CUDA, TensorRT, ROCm libraries,</p></li>
+<li><p>an FPGA bitstream,</p></li>
+<li><p>other targets.</p></li>
+</ul>
+<p>Those compiled models are optimized to perform as efficiently as possible on given target hardware.</p>
+<p>In the final step, the models are deployed on a hardware device.</p>
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+  
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+  
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+      
+      
+      
+        
+        <div class="md-nav__link md-nav__link--index ">
+          <a href="../kenning-gallery.html"><span class="md-ellipsis">Kenning gallery of use cases</span></a>
+          
+            <label for="__nav_6">
+              <span class="md-nav__icon md-icon"></span>
+            </label>
+          
+        </div>
+      
+      <nav class="md-nav" aria-label="Kenning gallery of use cases" data-md-level="1">
+        <label class="md-nav__title" for="__nav_6">
+          <span class="md-nav__icon md-icon"></span>
+          <span class="md-ellipsis">Kenning gallery of use cases</span>
+        </label>
+        <ul class="md-nav__list" data-md-scrollfix>
+          
+            
+              
+  
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+  
+    
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+  
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+      
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+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          <span class="md-ellipsis">Displaying information about available classes</span>
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="#" class="md-nav__link md-nav__link--active">
+        <span class="md-ellipsis">Displaying information about available classes</span>
+      </a>
+      
+        
+
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+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#kenning-list" class="md-nav__link">
+    <span class="md-ellipsis">Kenning list</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#kenning-info" class="md-nav__link">
+    <span class="md-ellipsis">Kenning info</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Kenning info">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#loading-a-class-with-arguments" class="md-nav__link">
+    <span class="md-ellipsis">Loading a class with arguments</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
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+          
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+              
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="pipeline-manager-example.html" class="md-nav__link">
+        <span class="md-ellipsis">Visualizing Kenning data flows with Pipeline Manager</span>
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="structured-pruning-torch.html" class="md-nav__link">
+        <span class="md-ellipsis">Structured pruning for Py<wbr>Torch models</span>
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="tflite-tvm.html" class="md-nav__link">
+        <span class="md-ellipsis">Model quantization and compilation using TFLite and TVM</span>
+      </a>
+    </li>
+  
+
+            
+          
+            
+              
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="unstructured-pruning-tensorflow.html" class="md-nav__link">
+        <span class="md-ellipsis">Unstructured Pruning of Tensor<wbr>Flow Models</span>
+      </a>
+    </li>
+  
+
+            
+          
+        </ul>
+      </nav>
+    </li>
+  
+  
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../kenning-variables.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning environment variables</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../kenning-measurements.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning measurements</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../sample-report.html" class="md-nav__link">
+        <span class="md-ellipsis">Sample autogenerated report</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../kenning-flow.html" class="md-nav__link">
+        <span class="md-ellipsis">Creating applications with Kenning</span>
+      </a>
+    </li>
+  
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+      
+      
+      
+
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../kenning-development.html" class="md-nav__link">
+        <span class="md-ellipsis">Developing Kenning blocks</span>
+      </a>
+    </li>
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+      
+      
+      
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../kenning-resources.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning resources</span>
+      </a>
+    </li>
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+      
+      
+      
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="../kenning-api.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning API</span>
+      </a>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset" role="main">
+                  
+
+
+  <a href="https://github.com/antmicro/kenning/blob/main/docs/source/gallery/displaying-information-example.md" title="Edit this page" class="md-content__button md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="displaying-information-about-available-classes">Displaying information about available classes<a class="headerlink" href="#displaying-information-about-available-classes" title="Permalink to this heading">¶</a></h1>
+<p>The Kenning project provides several scripts for assessing information about classes (such as <a class="reference internal" href="../kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a>, <a class="reference internal" href="../kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>, <a class="reference internal" href="../kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>).</p>
+<p>Below, we provide an overview of means to display this information.</p>
+<p>First, make sure that Kenning is installed:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="kenning-list">Kenning list<a class="headerlink" href="#kenning-list" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">list</span></code> lists all available classes, grouping them by the base class (group of modules).</p>
+<p>The script can be executed as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>list
+</code></pre></div>
+</div>
+<p>This will return a list similar to the one below:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span class="n">Optimizers</span> <span class="p">(</span><span class="ow">in</span> <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="p">):</span>
+
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">onnx</span><span class="o">.</span><span class="n">ONNXCompiler</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tensorflow_optimizers</span><span class="o">.</span><span class="n">TensorFlowOptimizer</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tvm</span><span class="o">.</span><span class="n">TVMCompiler</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">iree</span><span class="o">.</span><span class="n">IREECompiler</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tensorflow_pruning</span><span class="o">.</span><span class="n">TensorFlowPruningOptimizer</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tensorflow_clustering</span><span class="o">.</span><span class="n">TensorFlowClusteringOptimizer</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">nni_pruning</span><span class="o">.</span><span class="n">NNIPruningOptimizer</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tflite</span><span class="o">.</span><span class="n">TFLiteCompiler</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">model_inserter</span><span class="o">.</span><span class="n">ModelInserter</span>
+
+<span class="n">Datasets</span> <span class="p">(</span><span class="ow">in</span> <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="p">):</span>
+
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">random_dataset</span><span class="o">.</span><span class="n">RandomizedClassificationDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">coco_dataset</span><span class="o">.</span><span class="n">COCODataset2017</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">open_images_dataset</span><span class="o">.</span><span class="n">OpenImagesDatasetV6</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">helpers</span><span class="o">.</span><span class="n">detection_and_segmentation</span><span class="o">.</span><span class="n">ObjectDetectionSegmentationDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">magic_wand_dataset</span><span class="o">.</span><span class="n">MagicWandDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">common_voice_dataset</span><span class="o">.</span><span class="n">CommonVoiceDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">pet_dataset</span><span class="o">.</span><span class="n">PetDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">random_dataset</span><span class="o">.</span><span class="n">RandomizedDetectionSegmentationDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">imagenet_dataset</span><span class="o">.</span><span class="n">ImageNetDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">visual_wake_words_dataset</span><span class="o">.</span><span class="n">VisualWakeWordsDataset</span>
+
+<span class="n">Modelwrappers</span> <span class="p">(</span><span class="ow">in</span> <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="p">):</span>
+
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">instance_segmentation</span><span class="o">.</span><span class="n">pytorch_coco</span><span class="o">.</span><span class="n">PyTorchCOCOMaskRCNN</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">object_detection</span><span class="o">.</span><span class="n">darknet_coco</span><span class="o">.</span><span class="n">TVMDarknetCOCOYOLOV3</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">instance_segmentation</span><span class="o">.</span><span class="n">yolact</span><span class="o">.</span><span class="n">YOLACTWithPostprocessing</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">tensorflow_imagenet</span><span class="o">.</span><span class="n">TensorFlowImageNet</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">instance_segmentation</span><span class="o">.</span><span class="n">yolact</span><span class="o">.</span><span class="n">YOLACTWrapper</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">object_detection</span><span class="o">.</span><span class="n">yolo_wrapper</span><span class="o">.</span><span class="n">YOLOWrapper</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">frameworks</span><span class="o">.</span><span class="n">tensorflow</span><span class="o">.</span><span class="n">TensorFlowWrapper</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">tflite_magic_wand</span><span class="o">.</span><span class="n">MagicWandModelWrapper</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">tflite_person_detection</span><span class="o">.</span><span class="n">PersonDetectionModelWrapper</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">instance_segmentation</span><span class="o">.</span><span class="n">yolact</span><span class="o">.</span><span class="n">YOLACT</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">frameworks</span><span class="o">.</span><span class="n">pytorch</span><span class="o">.</span><span class="n">PyTorchWrapper</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">tensorflow_pet_dataset</span><span class="o">.</span><span class="n">TensorFlowPetDatasetMobileNetV2</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">object_detection</span><span class="o">.</span><span class="n">yolov4</span><span class="o">.</span><span class="n">ONNXYOLOV4</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">pytorch_pet_dataset</span><span class="o">.</span><span class="n">PyTorchPetDatasetMobileNetV2</span>
+
+<span class="o">...</span>
+
+</code></pre></div>
+</div>
+<p>The output of the command can be limited by providing one or more positional arguments representing module groups:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">optimizers</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">runners</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">dataproviders</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">datasets</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">modelwrappers</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">onnxconversions</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">outputcollectors</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">runtimes</span></code>.</p></li>
+</ul>
+<p>The command can also be used to list available runtimes:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>list<span class="w"> </span>runtimes
+</code></pre></div>
+</div>
+<p>Which will return a list similar to the one below::</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span class="n">Runtimes</span> <span class="p">(</span><span class="ow">in</span> <span class="n">kenning</span><span class="o">.</span><span class="n">runtimes</span><span class="p">):</span>
+
+    <span class="n">kenning</span><span class="o">.</span><span class="n">runtimes</span><span class="o">.</span><span class="n">iree</span><span class="o">.</span><span class="n">IREERuntime</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">runtimes</span><span class="o">.</span><span class="n">tflite</span><span class="o">.</span><span class="n">TFLiteRuntime</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">runtimes</span><span class="o">.</span><span class="n">pytorch</span><span class="o">.</span><span class="n">PyTorchRuntime</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">runtimes</span><span class="o">.</span><span class="n">tvm</span><span class="o">.</span><span class="n">TVMRuntime</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">runtimes</span><span class="o">.</span><span class="n">onnx</span><span class="o">.</span><span class="n">ONNXRuntime</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">runtimes</span><span class="o">.</span><span class="n">renode</span><span class="o">.</span><span class="n">RenodeRuntime</span>
+</code></pre></div>
+</div>
+<p>More verbose information is available with <code class="docutils literal notranslate"><span class="pre">-v</span></code> and <code class="docutils literal notranslate"><span class="pre">-vv</span></code> flags. They will display dependencies, descriptions and other information for each class.</p>
+<h2 id="kenning-info">Kenning info<a class="headerlink" href="#kenning-info" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">info</span></code> displays more detailed information about a particular class.
+This information is especially useful when creating JSON scenario configurations.
+The command displays the following:</p>
+<ul class="simple">
+<li><p>docstrings</p></li>
+<li><p>dependencies, along with information on availability in the current Python environment</p></li>
+<li><p>supported input and output formats</p></li>
+<li><p>argument structure used in JSON</p></li>
+</ul>
+<p>Let’s consider a scenario where we want to compose a Kenning flow utilizing a YOLOv4 ModelWrapper.
+Execute the following command:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>info<span class="w"> </span>kenning.modelwrappers.object_detection.yolov4.ONNXYOLOV4
+</code></pre></div>
+</div>
+<p>This will display all the necessary information about the class:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span class="n">Class</span><span class="p">:</span> <span class="n">ONNXYOLOV4</span>
+
+<span class="n">Input</span><span class="o">/</span><span class="n">output</span> <span class="n">specification</span><span class="p">:</span>
+<span class="o">*</span> <span class="nb">input</span>
+  <span class="o">*</span> <span class="n">shape</span><span class="p">:</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="n">keyparams</span><span class="p">[</span><span class="s1">&#39;width&#39;</span><span class="p">],</span> <span class="n">keyparams</span><span class="p">[</span><span class="s1">&#39;height&#39;</span><span class="p">])</span>
+  <span class="o">*</span> <span class="n">dtype</span><span class="p">:</span> <span class="n">float32</span>
+<span class="o">*</span> <span class="n">output</span>
+  <span class="o">*</span> <span class="n">shape</span><span class="p">:</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="p">(</span><span class="n">keyparams</span><span class="p">[</span><span class="s1">&#39;width&#39;</span><span class="p">]</span> <span class="o">//</span> <span class="p">(</span><span class="mi">8</span> <span class="o">*</span> <span class="p">(</span><span class="mi">2</span> <span class="o">**</span> <span class="mi">0</span><span class="p">))),</span> <span class="p">(</span><span class="n">keyparams</span><span class="p">[</span><span class="s1">&#39;height&#39;</span><span class="p">]</span> <span class="o">//</span> <span class="p">(</span><span class="mi">8</span> <span class="o">*</span> <span class="p">(</span><span class="mi">2</span> <span class="o">**</span> <span class="mi">0</span><span class="p">))))</span>
+  <span class="o">*</span> <span class="n">dtype</span><span class="p">:</span> <span class="n">float32</span>
+<span class="o">*</span> <span class="n">output</span><span class="mf">.3</span>
+  <span class="o">*</span> <span class="n">shape</span><span class="p">:</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="p">(</span><span class="n">keyparams</span><span class="p">[</span><span class="s1">&#39;width&#39;</span><span class="p">]</span> <span class="o">//</span> <span class="p">(</span><span class="mi">8</span> <span class="o">*</span> <span class="p">(</span><span class="mi">2</span> <span class="o">**</span> <span class="mi">1</span><span class="p">))),</span> <span class="p">(</span><span class="n">keyparams</span><span class="p">[</span><span class="s1">&#39;height&#39;</span><span class="p">]</span> <span class="o">//</span> <span class="p">(</span><span class="mi">8</span> <span class="o">*</span> <span class="p">(</span><span class="mi">2</span> <span class="o">**</span> <span class="mi">1</span><span class="p">))))</span>
+  <span class="o">*</span> <span class="n">dtype</span><span class="p">:</span> <span class="n">float32</span>
+<span class="o">*</span> <span class="n">output</span><span class="mf">.7</span>
+  <span class="o">*</span> <span class="n">shape</span><span class="p">:</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="p">(</span><span class="n">keyparams</span><span class="p">[</span><span class="s1">&#39;width&#39;</span><span class="p">]</span> <span class="o">//</span> <span class="p">(</span><span class="mi">8</span> <span class="o">*</span> <span class="p">(</span><span class="mi">2</span> <span class="o">**</span> <span class="mi">2</span><span class="p">))),</span> <span class="p">(</span><span class="n">keyparams</span><span class="p">[</span><span class="s1">&#39;height&#39;</span><span class="p">]</span> <span class="o">//</span> <span class="p">(</span><span class="mi">8</span> <span class="o">*</span> <span class="p">(</span><span class="mi">2</span> <span class="o">**</span> <span class="mi">2</span><span class="p">))))</span>
+  <span class="o">*</span> <span class="n">dtype</span><span class="p">:</span> <span class="n">float32</span>
+<span class="o">*</span> <span class="n">detection_output</span>
+  <span class="o">*</span> <span class="nb">type</span><span class="p">:</span> <span class="n">List</span><span class="p">[</span><span class="n">DetectObject</span><span class="p">]</span>
+
+<span class="n">Dependencies</span><span class="p">:</span>
+<span class="o">*</span> <span class="n">torch</span>
+<span class="o">*</span> <span class="n">numpy</span>
+<span class="o">*</span> <span class="n">onnx</span>
+<span class="o">*</span> <span class="n">torch</span><span class="o">.</span><span class="n">nn</span><span class="o">.</span><span class="n">functional</span>
+
+<span class="n">Arguments</span> <span class="n">specification</span><span class="p">:</span>
+<span class="o">*</span> <span class="n">classes</span>
+  <span class="o">*</span> <span class="n">argparse_name</span><span class="p">:</span> <span class="o">--</span><span class="n">classes</span>
+  <span class="o">*</span> <span class="n">convert</span><span class="o">-</span><span class="nb">type</span><span class="p">:</span> <span class="n">builtins</span><span class="o">.</span><span class="n">str</span>
+  <span class="o">*</span> <span class="nb">type</span>
+    <span class="o">*</span> <span class="n">string</span>
+  <span class="o">*</span> <span class="n">description</span><span class="p">:</span> <span class="n">File</span> <span class="n">containing</span> <span class="n">Open</span> <span class="n">Images</span> <span class="k">class</span> <span class="nc">IDs</span> <span class="ow">and</span> <span class="k">class</span> <span class="nc">names</span> <span class="ow">in</span> <span class="n">CSV</span> <span class="nb">format</span> <span class="n">to</span> <span class="n">use</span> <span class="p">(</span><span class="n">can</span> <span class="n">be</span> <span class="n">generated</span> <span class="n">using</span> <span class="n">kenning</span><span class="o">.</span><span class="n">scenarios</span><span class="o">.</span><span class="n">open_images_classes_extractor</span><span class="p">)</span> <span class="ow">or</span> <span class="k">class</span> <span class="nc">type</span>
+  <span class="o">*</span> <span class="n">default</span><span class="p">:</span> <span class="n">coco</span>
+<span class="o">*</span> <span class="n">model_path</span>
+  <span class="o">*</span> <span class="n">argparse_name</span><span class="p">:</span> <span class="o">--</span><span class="n">model</span><span class="o">-</span><span class="n">path</span>
+  <span class="o">*</span> <span class="n">convert</span><span class="o">-</span><span class="nb">type</span><span class="p">:</span> <span class="n">kenning</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">resource_manager</span><span class="o">.</span><span class="n">ResourceURI</span>
+  <span class="o">*</span> <span class="nb">type</span>
+    <span class="o">*</span> <span class="n">string</span>
+  <span class="o">*</span> <span class="n">description</span><span class="p">:</span> <span class="n">Path</span> <span class="n">to</span> <span class="n">the</span> <span class="n">model</span>
+  <span class="o">*</span> <span class="n">required</span><span class="p">:</span> <span class="kc">True</span>
+</code></pre></div>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>By default, the command only performs static code analysis.
+For example, some values in the input/output specification are expressions because the command did not import or evaluate any values.
+This is done to allow for missing dependencies.</p>
+</div>
+<h3 id="loading-a-class-with-arguments">Loading a class with arguments<a class="headerlink" href="#loading-a-class-with-arguments" title="Permalink to this heading">¶</a></h3>
+<p>To gain access to more detailed information, the <code class="docutils literal notranslate"><span class="pre">--load-class-with-args</span></code> argument can be used.
+Provided that all dependencies are satisfied, the script will load the verified module to collect more detailed information about available settings.</p>
+<p>In the example above, the ONNXYOLOV4 configuration specifies that the <code class="docutils literal notranslate"><span class="pre">model_path</span></code> argument is required.
+All dependencies are available as there is no warning message.</p>
+<p>To load a class with arguments, run this command:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>info<span class="w"> </span>kenning.modelwrappers.object_detection.yolov4.ONNXYOLOV4<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--load-class-with-args<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--model-path<span class="w"> </span>kenning:///models/detection/yolov4.onnx
+</code></pre></div>
+</div>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span class="n">Class</span><span class="p">:</span> <span class="n">ONNXYOLOV4</span>
+
+<span class="n">Input</span><span class="o">/</span><span class="n">output</span> <span class="n">specification</span><span class="p">:</span>
+<span class="o">*</span> <span class="nb">input</span>
+  <span class="o">*</span> <span class="n">shape</span><span class="p">:</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">3</span><span class="p">,</span> <span class="mi">608</span><span class="p">,</span> <span class="mi">608</span><span class="p">)</span>
+  <span class="o">*</span> <span class="n">dtype</span><span class="p">:</span> <span class="n">float32</span>
+<span class="o">*</span> <span class="n">output</span>
+  <span class="o">*</span> <span class="n">shape</span><span class="p">:</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="mi">76</span><span class="p">,</span> <span class="mi">76</span><span class="p">)</span>
+  <span class="o">*</span> <span class="n">dtype</span><span class="p">:</span> <span class="n">float32</span>
+<span class="o">*</span> <span class="n">output</span><span class="mf">.3</span>
+  <span class="o">*</span> <span class="n">shape</span><span class="p">:</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="mi">38</span><span class="p">,</span> <span class="mi">38</span><span class="p">)</span>
+  <span class="o">*</span> <span class="n">dtype</span><span class="p">:</span> <span class="n">float32</span>
+<span class="o">*</span> <span class="n">output</span><span class="mf">.7</span>
+  <span class="o">*</span> <span class="n">shape</span><span class="p">:</span> <span class="p">(</span><span class="mi">1</span><span class="p">,</span> <span class="mi">255</span><span class="p">,</span> <span class="mi">19</span><span class="p">,</span> <span class="mi">19</span><span class="p">)</span>
+  <span class="o">*</span> <span class="n">dtype</span><span class="p">:</span> <span class="n">float32</span>
+<span class="o">*</span> <span class="n">detection_output</span>
+  <span class="o">*</span> <span class="nb">type</span><span class="p">:</span> <span class="n">List</span><span class="p">[</span><span class="n">DetectObject</span><span class="p">]</span>
+
+<span class="n">Dependencies</span><span class="p">:</span>
+<span class="o">*</span> <span class="n">onnx</span>
+<span class="o">*</span> <span class="n">numpy</span>
+<span class="o">*</span> <span class="n">torch</span><span class="o">.</span><span class="n">nn</span><span class="o">.</span><span class="n">functional</span>
+<span class="o">*</span> <span class="n">torch</span>
+
+<span class="n">Arguments</span> <span class="n">specification</span><span class="p">:</span>
+<span class="o">*</span> <span class="n">classes</span>
+  <span class="o">*</span> <span class="n">argparse_name</span><span class="p">:</span> <span class="o">--</span><span class="n">classes</span>
+  <span class="o">*</span> <span class="n">convert</span><span class="o">-</span><span class="nb">type</span><span class="p">:</span> <span class="n">builtins</span><span class="o">.</span><span class="n">str</span>
+  <span class="o">*</span> <span class="nb">type</span>
+    <span class="o">*</span> <span class="n">string</span>
+  <span class="o">*</span> <span class="n">description</span><span class="p">:</span> <span class="n">File</span> <span class="n">containing</span> <span class="n">Open</span> <span class="n">Images</span> <span class="k">class</span> <span class="nc">IDs</span> <span class="ow">and</span> <span class="k">class</span> <span class="nc">names</span> <span class="ow">in</span> <span class="n">CSV</span> <span class="nb">format</span> <span class="n">to</span> <span class="n">use</span> <span class="p">(</span><span class="n">can</span> <span class="n">be</span> <span class="n">generated</span> <span class="n">using</span> <span class="n">kenning</span><span class="o">.</span><span class="n">scenarios</span><span class="o">.</span><span class="n">open_images_classes_extractor</span><span class="p">)</span> <span class="ow">or</span> <span class="k">class</span> <span class="nc">type</span>
+  <span class="o">*</span> <span class="n">default</span><span class="p">:</span> <span class="n">coco</span>
+<span class="o">*</span> <span class="n">model_path</span>
+  <span class="o">*</span> <span class="n">argparse_name</span><span class="p">:</span> <span class="o">--</span><span class="n">model</span><span class="o">-</span><span class="n">path</span>
+  <span class="o">*</span> <span class="n">convert</span><span class="o">-</span><span class="nb">type</span><span class="p">:</span> <span class="n">kenning</span><span class="o">.</span><span class="n">utils</span><span class="o">.</span><span class="n">resource_manager</span><span class="o">.</span><span class="n">ResourceURI</span>
+  <span class="o">*</span> <span class="nb">type</span>
+    <span class="o">*</span> <span class="n">string</span>
+  <span class="o">*</span> <span class="n">description</span><span class="p">:</span> <span class="n">Path</span> <span class="n">to</span> <span class="n">the</span> <span class="n">model</span>
+  <span class="o">*</span> <span class="n">required</span><span class="p">:</span> <span class="kc">True</span>
+</code></pre></div>
+</div>
+
+
+  <hr>
+<div class="md-source-file">
+  <small>
+    
+      Last update:
+      2024-01-18
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\ No newline at end of file
diff --git a/gallery/pipeline-manager-example.html b/gallery/pipeline-manager-example.html
new file mode 100644
index 000000000..bcb654554
--- /dev/null
+++ b/gallery/pipeline-manager-example.html
@@ -0,0 +1,781 @@
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
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+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      <link rel="icon" href="">
+    
+    
+      
+        <title>Visualizing Kenning data flows with Pipeline Manager - Kenning</title>
+      
+    
+    
+      
+        
+        
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
+      
+    
+        <link rel="stylesheet" type="text/css" href="../_static/sphinx_immaterial_theme.af531f03affe68837.min.css" />
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+    
+      
+
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+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange">
+  
+    
+    
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+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+<header class="md-header" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="../index.html" title="Kenning" class="md-header__button md-logo" aria-label="Kenning" data-md-component="logo">
+      <img src="../_static/white.svg" alt="logo">
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Kenning
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Visualizing Kenning data flows with Pipeline Manager
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      <form class="md-header__option" data-md-component="palette">
+        
+          
+          
+          <input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_1">
+          
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+          
+        
+          
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+          
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+    
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+        <a href="kenning.pdf" title="PDF - kenning.pdf">
+          <div class="md-icon">
+            
+            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 384 512"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc.--><path d="M64 0C28.7 0 0 28.7 0 64v384c0 35.3 28.7 64 64 64h256c35.3 0 64-28.7 64-64V160H256c-17.7 0-32-14.3-32-32V0H64zm192 0v128h128L256 0zM64 224h24c30.9 0 56 25.1 56 56s-25.1 56-56 56h-8v32c0 8.8-7.2 16-16 16s-16-7.2-16-16V240c0-8.8 7.2-16 16-16zm24 80c13.3 0 24-10.7 24-24s-10.7-24-24-24h-8v48h8zm72-64c0-8.8 7.2-16 16-16h24c26.5 0 48 21.5 48 48v64c0 26.5-21.5 48-48 48h-24c-8.8 0-16-7.2-16-16V240zm32 112h8c8.8 0 16-7.2 16-16v-64c0-8.8-7.2-16-16-16h-8v96zm96-128h48c8.8 0 16 7.2 16 16s-7.2 16-16 16h-32v32h32c8.8 0 16 7.2 16 16s-7.2 16-16 16h-32v48c0 8.8-7.2 16-16 16s-16-7.2-16-16V240c0-8.8 7.2-16 16-16z"/></svg>
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+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
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+
+<h1 id="visualizing-kenning-data-flows-with-pipeline-manager">Visualizing Kenning data flows with Pipeline Manager<a class="headerlink" href="#visualizing-kenning-data-flows-with-pipeline-manager" title="Permalink to this heading">¶</a></h1>
+<p><a class="reference external" href="https://github.com/antmicro/kenning-pipeline-manager">Pipeline Manager</a> is a GUI tool that helps visualize and edit data flows.</p>
+<p>This chapter describes how to set up Pipeline Manager and use it with Kenning graphs.</p>
+<p>Pipeline Manager is application-agnostic and does not assume any properties of the application it is working with.
+Kenning, however, implements a Pipeline Manager client which provides tools for creating complex Kenning pipelines and flows, while also allowing for running and saving these configurations directly from Pipeline Manager’s editor.</p>
+<p><img alt="" src="../_images/pipeline-manager-visualisation.png" /></p>
+<h2 id="installing-pipeline-manager">Installing Pipeline Manager<a class="headerlink" href="#installing-pipeline-manager" title="Permalink to this heading">¶</a></h2>
+<p>Kenning requires extra dependencies in order to run the Pipeline Manager integration.
+To install them, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[pipeline_manager] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="running-pipeline-manager-with-kenning">Running Pipeline Manager with Kenning<a class="headerlink" href="#running-pipeline-manager-with-kenning" title="Permalink to this heading">¶</a></h2>
+<p>Start the Pipeline Manager client with:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>visual-editor<span class="w"> </span>--file-path<span class="w"> </span>measurements.json<span class="w"> </span>--workspace-dir<span class="w"> </span>./workspace
+</code></pre></div>
+</div>
+<p>The <code class="docutils literal notranslate"><span class="pre">--file-path</span></code> option specifies where the results of model benchmarking or the runtime data will be stored.</p>
+<p>For runtime data, the following arguments are available:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">--spec-type</span></code> - type of Kenning scenario to be run, can be either <code class="docutils literal notranslate"><span class="pre">pipeline</span></code> (for <a class="reference internal" href="../json-scenarios.html"><span class="doc std std-doc">optimization and deployment pipeline</span></a>) or <code class="docutils literal notranslate"><span class="pre">flow</span></code> (for creating <a class="reference internal" href="../kenning-flow.html"><span class="doc std std-doc">runtime scenarios</span></a>).
+<code class="docutils literal notranslate"><span class="pre">pipeline</span></code> is the default type.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">--host</span></code> - Pipeline Manager server address, default: <code class="docutils literal notranslate"><span class="pre">127.0.0.1</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">--port</span></code> - Pipeline Manager server port, default: <code class="docutils literal notranslate"><span class="pre">9000</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">--verbosity</span></code> - log verbosity</p></li>
+</ul>
+<h2 id="using-pipeline-manager">Using Pipeline Manager<a class="headerlink" href="#using-pipeline-manager" title="Permalink to this heading">¶</a></h2>
+<p>In its default configuration, the web application is available under <code class="docutils literal notranslate"><span class="pre">http://127.0.0.1:5000/</span></code>.</p>
+<p><img alt="" src="../_images/pipeline-manager-kenningflow-example.png" /></p>
+<p>Below, you can find an example Pipeline Manager workflow:</p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">Load</span> <span class="pre">File</span></code> - option available from the drop-down menu on the top left, loads a JSON configuration describing a Kenning scenario.</p>
+<p>For instance, <code class="docutils literal notranslate"><span class="pre">scripts/jsonconfigs/sample-tflite-pipeline.json</span></code> available in Kenning is a basic configuration for an <a class="reference internal" href="#./tflite_tvm.md#benchmarking-a-model-using-a-native-framework"><span class="xref myst"> Kenning example use case for benchmarking using a native framework</span></a>.</p>
+</li>
+<li><p>Graph editing - adding or removing nodes, editing connections, node options, etc.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Validate</span></code> -  validates and returns the information whether the scenario is valid.</p>
+<p>For example, it will return an error when two optimizers in a chain are incompatible with each other.</p>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Run</span></code> - creates and runs the optimization pipeline or <a class="reference internal" href="../kenning-flow.html"><span class="doc std std-doc">Kenning runtime flow</span></a>.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Save</span> <span class="pre">file</span></code> - saves current JSON scenario to a specified path.</p></li>
+</ul>
+<p>More information about how to work with Pipeline Manager is available in the <a class="reference external" href="https://antmicro.github.io/kenning-pipeline-manager/introduction.html">Pipeline Manager documentation</a>.</p>
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+
+<h1 id="structured-pruning-for-pytorch-models">Structured pruning for PyTorch models<a class="headerlink" href="#structured-pruning-for-pytorch-models" title="Permalink to this heading">¶</a></h1>
+<p>Structured pruning is of the methods for reducing model size, which removes the least contributing neurons, filters and/or convolution kernels.
+In this example, we present scenarios for structured pruning of <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/pytorch_pet_dataset.py"><code class="docutils literal notranslate"><span class="pre">PyTorchPetDatasetMobileNetV2</span></code></a> using <a class="reference external" href="https://github.com/microsoft/nni">Neural Network Intelligence</a>.</p>
+<h2 id="setup">Setup<a class="headerlink" href="#setup" title="Permalink to this heading">¶</a></h2>
+<p>Install required dependencies:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[nni,reports] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="experiments">Experiments<a class="headerlink" href="#experiments" title="Permalink to this heading">¶</a></h2>
+<p>In order to compare with an original model, you need to execute a scenario:</p>
+<div class="literal-block-wrapper docutils container" id="id1">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 4 </span><span class="caption-text">
+</span>mobilenetv2-pytorch.json<a class="headerlink" href="#id1" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.pytorch_pet_dataset.PyTorchPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/pytorch_pet_dataset_mobilenetv2_full_model.pth&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;model_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;torch-native&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;image_memory_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[],</span>
+<span class="w">  </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.pytorch.PyTorchRuntime&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/pytorch_pet_dataset_mobilenetv2_full_model.pth&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>To run it, use this command:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>mobilenetv2-pytorch.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/torch.json
+</code></pre></div>
+</div>
+<p>Kenning supports activation-based pruners.
+You can choose a specific pruner with the <code class="docutils literal notranslate"><span class="pre">pruner_type</span></code> parameter:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">apoz</span></code> - <a class="reference external" href="https://nni.readthedocs.io/en/v2.5/Compression/v2_pruning_algo.html#activation-apoz-rank-pruner"><code class="docutils literal notranslate"><span class="pre">ActivationAPoZRankPruner</span></code></a> based on Average Percentage of Zeros in activations,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">mean_rank</span></code> - <a class="reference external" href="https://nni.readthedocs.io/en/v2.5/Compression/v2_pruning_algo.html#activation-mean-rank-pruner"><code class="docutils literal notranslate"><span class="pre">ActivationMeanRankPruner</span></code></a> based on a metric that calculates the smallest mean value of activations.</p></li>
+</ul>
+<p>These activations are collected during dataset inference.
+The number of samples collected for statistics can be modified with <code class="docutils literal notranslate"><span class="pre">training_steps</span></code>.
+Moreover, pruning has two modes:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">dependency_aware</span></code> - makes pruner aware of dependencies for channels and groups.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">normal</span></code> - dependencies are ignored.</p></li>
+</ul>
+<p>You can also choose which <code class="docutils literal notranslate"><span class="pre">activation</span></code> the pruner will use - <code class="docutils literal notranslate"><span class="pre">relu</span></code>, <code class="docutils literal notranslate"><span class="pre">relu6</span></code> or <code class="docutils literal notranslate"><span class="pre">gelu</span></code>.
+Additional configuration can be specified in <code class="docutils literal notranslate"><span class="pre">config_list</span></code> which follows a format defined in the <a class="reference external" href="https://nni.readthedocs.io/en/stable/compression/config_list.html#pruning-specific-configuration-keys">NNI specification</a>.
+When <code class="docutils literal notranslate"><span class="pre">exclude_last_layer</span></code> is positive, the optimizer will be configured to exclude the last layer from the pruning process, to prevent changing the size of the output.
+Apart from that, <code class="docutils literal notranslate"><span class="pre">confidence</span></code> defines the coefficient for sparsity inference and batch size of the dummy input for the process.
+When a GPU is available, it is used by default, but as pruning can be memory-consuming, the <code class="docutils literal notranslate"><span class="pre">pruning_on_cuda</span></code> option enables manual GPU usage configuration during the process.</p>
+<p>Other arguments affect fine-tuning of the pruned model, e.g. <code class="docutils literal notranslate"><span class="pre">criterion</span></code> and <code class="docutils literal notranslate"><span class="pre">optimizer</span></code> accept paths to classes, respectively calculating a criterion and optimizing a neural network.
+The number of <code class="docutils literal notranslate"><span class="pre">finetuning_epochs</span></code>, the <code class="docutils literal notranslate"><span class="pre">finetuning_batch_size</span></code> and <code class="docutils literal notranslate"><span class="pre">finetuning_learning_rate</span></code> can be modified.</p>
+<div class="literal-block-wrapper docutils container" id="id2">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 5 </span><span class="caption-text">
+</span>pruning-mobilenetv2-pytorch.json<a class="headerlink" href="#id2" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.pytorch_pet_dataset.PyTorchPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/pytorch_pet_dataset_mobilenetv2_full_model.pth&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;model_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;nni-pruning-0_05&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;image_memory_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="hll"><span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+</span><span class="hll"><span class="w">    </span><span class="p">{</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.nni_pruning.NNIPruningOptimizer&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;pruner_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;mean_rank&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;config_list&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+</span><span class="hll"><span class="w">          </span><span class="p">{</span>
+</span><span class="hll"><span class="w">            </span><span class="nt">&quot;total_sparsity&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.05</span><span class="p">,</span>
+</span><span class="hll"><span class="w">            </span><span class="nt">&quot;op_types&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+</span><span class="hll"><span class="w">              </span><span class="s2">&quot;Conv2d&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">              </span><span class="s2">&quot;Linear&quot;</span>
+</span><span class="hll"><span class="w">            </span><span class="p">]</span>
+</span><span class="hll"><span class="w">          </span><span class="p">}</span>
+</span><span class="hll"><span class="w">        </span><span class="p">],</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;training_steps&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">16</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;activation&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;relu&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;build/nni-pruning-0_05.pth&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;dependency_aware&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;finetuning_epochs&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;finetuning_batch_size&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">64</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;confidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">8</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;criterion&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;torch.nn.CrossEntropyLoss&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;optimizer&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;torch.optim.Adam&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;pruning_on_cuda&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;finetuning_learning_rate&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">5e-05</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;exclude_last_layer&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span>
+</span><span class="hll"><span class="w">      </span><span class="p">}</span>
+</span><span class="hll"><span class="w">    </span><span class="p">}</span>
+</span><span class="hll"><span class="w">  </span><span class="p">],</span>
+</span><span class="w">  </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.pytorch.PyTorchRuntime&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/nni-pruning-0_05.pth&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>Run the above scenario with:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>pruning-mobilenetv2-pytorch.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/nni-pruning.json
+</code></pre></div>
+</div>
+<p>To ensure better quality of performance measurements, we suggest running optimization and tests separately, like below:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span>--json-cfg<span class="w"> </span>pruning-mobilenetv2-pytorch.json
+kenning<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>pruning-mobilenetv2-pytorch.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/nni-pruning.json
+</code></pre></div>
+</div>
+<p>For more size reduction, you can use larger sparsity with adjusted parameters, like below:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.nni_pruning.NNIPruningOptimizer&quot;</span><span class="p">,</span>
+<span class="w">  </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;pruner_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;mean_rank&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;config_list&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">      </span><span class="p">{</span>
+<span class="hll"><span class="w">        </span><span class="nt">&quot;total_sparsity&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.15</span><span class="p">,</span>
+</span><span class="w">        </span><span class="nt">&quot;op_types&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">          </span><span class="s2">&quot;Conv2d&quot;</span><span class="p">,</span>
+<span class="w">          </span><span class="s2">&quot;Linear&quot;</span>
+<span class="w">        </span><span class="p">]</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">],</span>
+<span class="hll"><span class="w">    </span><span class="nt">&quot;training_steps&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">92</span><span class="p">,</span>
+</span><span class="w">    </span><span class="nt">&quot;activation&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;relu&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;build/nni-pruning-0_15.pth&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;mode&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;dependency_aware&quot;</span><span class="p">,</span>
+<span class="hll"><span class="w">    </span><span class="nt">&quot;finetuning_epochs&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span><span class="p">,</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">&quot;finetuning_batch_size&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">64</span><span class="p">,</span>
+</span><span class="w">    </span><span class="nt">&quot;confidence&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">8</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;criterion&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;torch.nn.CrossEntropyLoss&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;optimizer&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;torch.optim.Adam&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;pruning_on_cuda&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="hll"><span class="w">    </span><span class="nt">&quot;finetuning_learning_rate&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">1e-04</span><span class="p">,</span>
+</span><span class="w">    </span><span class="nt">&quot;exclude_last_layer&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<h2 id="results">Results<a class="headerlink" href="#results" title="Permalink to this heading">¶</a></h2>
+<p>Models can be compared with the generated report:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>build/torch.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>build/nni-pruning.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/nni-pruning.md<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--to-html
+</code></pre></div>
+</div>
+<p>Pruned models have significantly fewer parameters, which results in decreased GPU and VRAM usage without increasing inference time.
+Summary of a few examples with different sparsity:</p>
+<table class="docutils data align-default">
+<thead>
+<tr class="row-odd"><th class="head"><p>Sparsity</p></th>
+<th class="head"><p>Accuracy</p></th>
+<th class="head"><p>Number of parameters</p></th>
+<th class="head"><p>Fine-tuning epochs</p></th>
+<th class="head"><p>Size reduction</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>—</p></td>
+<td><p>0.9632653061</p></td>
+<td><p>4,130,853</p></td>
+<td><p>—</p></td>
+<td><p>0.00%</p></td>
+</tr>
+<tr class="row-odd"><td><p>0.05</p></td>
+<td><p>0.9299319728</p></td>
+<td><p>3,660,421</p></td>
+<td><p>3</p></td>
+<td><p>11.27%</p></td>
+</tr>
+<tr class="row-even"><td><p>0.15</p></td>
+<td><p>0.8102040816</p></td>
+<td><p>2,813,380</p></td>
+<td><p>10</p></td>
+<td><p>31.61%</p></td>
+</tr>
+</tbody>
+</table>
+<figure class="align-center" id="pruning-nni-classification-comparison">
+<img alt="Pruning classification comparison" src="../_images/pruning-nni-classification-comparison.png" />
+<figcaption>
+<p><span class="caption-number">Figure 1 </span><span class="caption-text"><span class="caption-text">
+Model size, speed and quality comparison for NNI pruning</span><a class="headerlink" href="#pruning-nni-classification-comparison" title="Permalink to this image">¶</a></figcaption>
+</figure>
+<figure class="align-center" id="pruning-nni-gpu-usage">
+<img alt="Pruning GPU usage comparison" src="../_images/pruning-nni-gpu-usage-comparison.png" />
+<figcaption>
+<p><span class="caption-number">Figure 2 </span><span class="caption-text"><span class="caption-text">
+Plot represents changes of GPU usage over time</span><a class="headerlink" href="#pruning-nni-gpu-usage" title="Permalink to this image">¶</a></figcaption>
+</figure>
+<figure class="align-center" id="pruning-nni-gpu-mem">
+<img alt="Pruning GPU memory usage comparison" src="../_images/pruning-nni-gpu-mem-comparison.png" />
+<figcaption>
+<p><span class="caption-number">Figure 3 </span><span class="caption-text"><span class="caption-text">
+Plot represents changes of GPU RAM usage over time</span><a class="headerlink" href="#pruning-nni-gpu-mem" title="Permalink to this image">¶</a></figcaption>
+</figure>
+
+
+  <hr>
+<div class="md-source-file">
+  <small>
+    
+      Last update:
+      2024-01-18
+    
+  </small>
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diff --git a/gallery/tflite-tvm.html b/gallery/tflite-tvm.html
new file mode 100644
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+        <title>Model quantization and compilation using TFLite and TVM - Kenning</title>
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+  <a href="#prepare-environment" class="md-nav__link">
+    <span class="md-ellipsis">Prepare environment</span>
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+</li>
+      
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+  <a href="#train-the-model-optional" class="md-nav__link">
+    <span class="md-ellipsis">Train the model <wbr>(optional)</span>
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+</li>
+      
+        <li class="md-nav__item">
+  <a href="#benchmarking-a-model-using-a-native-framework" class="md-nav__link">
+    <span class="md-ellipsis">Benchmarking a model using a native framework</span>
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+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#optimizing-a-model-using-tensorflow-lite" class="md-nav__link">
+    <span class="md-ellipsis">Optimizing a model using Tensor<wbr>Flow Lite</span>
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+  <a href="#quantizing-a-model-using-tensorflow-lite" class="md-nav__link">
+    <span class="md-ellipsis">Quantizing a model using Tensor<wbr>Flow Lite</span>
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+        <li class="md-nav__item">
+  <a href="#speeding-up-inference-with-apache-tvm" class="md-nav__link">
+    <span class="md-ellipsis">Speeding up inference with Apache TVM</span>
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+</li>
+      
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+  <a href="#automated-model-comparison" class="md-nav__link">
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+                  
+
+
+  <a href="https://github.com/antmicro/kenning/blob/main/docs/source/gallery/tflite-tvm.md" title="Edit this page" class="md-content__button md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="model-quantization-and-compilation-using-tflite-and-tvm">Model quantization and compilation using TFLite and TVM<a class="headerlink" href="#model-quantization-and-compilation-using-tflite-and-tvm" title="Permalink to this heading">¶</a></h1>
+<p>Let’s consider a simple scenario where we want to optimize the inference time and memory usage of a classification model executed on a x86 CPU.</p>
+<p>To do this, we are going to use the <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/datasets/pet_dataset.py"><code class="docutils literal notranslate"><span class="pre">PetDataset</span></code></a> Dataset and the <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/tensorflow_pet_dataset.py"><code class="docutils literal notranslate"><span class="pre">TensorFlowPetDatasetMobileNetV2</span></code></a> ModelWrapper.</p>
+<h2 id="prepare-environment">Prepare environment<a class="headerlink" href="#prepare-environment" title="Permalink to this heading">¶</a></h2>
+<p>First of all, we need to install all necessary dependencies:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[tensorflow,tflite,tvm,reports] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="train-the-model-optional">Train the model (optional)<a class="headerlink" href="#train-the-model-optional" title="Permalink to this heading">¶</a></h2>
+<p>We will skip the training process, we will use <a class="reference external" href="https://dl.antmicro.com/kenning/models/classification/tensorflow_pet_dataset_mobilenetv2.h5">tensorflow_pet_dataset_mobilenetv2.h5</a>.
+In Kenning, available models and resources can be downloaded using URIs with the <code class="docutils literal notranslate"><span class="pre">kenning://</span></code> scheme, in this case <code class="docutils literal notranslate"><span class="pre">kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5</span></code>.</p>
+<p>The training of the above model can be performed using the following command:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>train<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--modelwrapper-cls<span class="w"> </span>kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-cls<span class="w"> </span>kenning.datasets.pet_dataset.PetDataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--logdir<span class="w"> </span>build/logs<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-root<span class="w"> </span>build/pet-dataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-path<span class="w"> </span>build/trained-model.h5<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--batch-size<span class="w"> </span><span class="m">32</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--learning-rate<span class="w"> </span><span class="m">0</span>.0001<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--num-epochs<span class="w"> </span><span class="m">50</span>
+</code></pre></div>
+</div>
+<h2 id="benchmarking-a-model-using-a-native-framework">Benchmarking a model using a native framework<a class="headerlink" href="#benchmarking-a-model-using-a-native-framework" title="Permalink to this heading">¶</a></h2>
+<p>First, we want to check how the trained model performs using the native framework on CPU.</p>
+<p>For this, we will use the <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">test</span></code> tool.
+The tool is configured with JSON files (scenarios).</p>
+<p>In our case, the JSON file (named <code class="docutils literal notranslate"><span class="pre">native.json</span></code>) will look like this:</p>
+<div class="literal-block-wrapper docutils container" id="id1">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 6 </span><span class="caption-text">
+</span>mobilenetv2-tensorflow-native.json<a class="headerlink" href="#id1" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;native&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>This JSON provides a configuration for running the model natively and evaluating it against a defined Dataset.</p>
+<p>For every class in the JSON file above, two keys are required: <code class="docutils literal notranslate"><span class="pre">type</span></code> which is a module path of our class and <code class="docutils literal notranslate"><span class="pre">parameters</span></code> which is used to provide arguments used to create instances of our classes.</p>
+<p>In <code class="docutils literal notranslate"><span class="pre">model_wrapper</span></code>, we specify the model used for evaluation - here it is MobileNetV2 trained on PetDataset.
+The <code class="docutils literal notranslate"><span class="pre">model_path</span></code> is the path to the saved model.
+The <code class="docutils literal notranslate"><span class="pre">TensorFlowPetDatasetMobileNetV2</span></code> model wrapper provides methods for loading the model, preprocessing the inputs, postprocessing the outputs and running inference using the native framework (TensorFlow in this case).</p>
+<p>The dataset provided for evaluation is PetDataset - here we specify that we want to download the dataset to the <code class="docutils literal notranslate"><span class="pre">./build/pet-dataset</span></code> directory (<code class="docutils literal notranslate"><span class="pre">dataset_root</span></code>).
+The <code class="docutils literal notranslate"><span class="pre">PetDataset</span></code> class can download the dataset (if necessary), load it, read the inputs and outputs from files, process them, and implement evaluation methods for the model.</p>
+<p>With the config above saved in the <code class="docutils literal notranslate"><span class="pre">native.json</span></code> file, run the <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">test</span></code> scenario:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>mobilenetv2-tensorflow-native.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/native.json
+</code></pre></div>
+</div>
+<p>This tool runs inference based on the given configuration, evaluates the model and stores quality and performance metrics in JSON format, saved to the <code class="docutils literal notranslate"><span class="pre">build/native.json</span></code> file.
+All other JSONs in this example use case can be executed with this command.</p>
+<p>To visualize the evaluation and benchmark results, run the <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">report</span></code> tool:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/benchmarks/native.md<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/native.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--root-dir<span class="w"> </span>build/benchmarks<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--img-dir<span class="w"> </span>build/benchmarks/img<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-types<span class="w"> </span>performance<span class="w"> </span>classification<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-name<span class="w"> </span><span class="s1">&#39;native&#39;</span>
+</code></pre></div>
+</div>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">report</span></code> tool takes the output JSON file generated by the <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">test</span></code> tool, and creates a report titled <code class="docutils literal notranslate"><span class="pre">native</span></code>, which is saved in the <code class="docutils literal notranslate"><span class="pre">build/benchmarks/native.md</span></code> directory.
+As specified in the <code class="docutils literal notranslate"><span class="pre">--report-types</span></code> flag, we create <code class="docutils literal notranslate"><span class="pre">performance</span></code> and <code class="docutils literal notranslate"><span class="pre">classification</span></code> metrics sections in the report (for example, there is also a <code class="docutils literal notranslate"><span class="pre">detection</span></code> report type for object detection tasks).</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">build/benchmarks/img</span></code> directory contains images with the <code class="docutils literal notranslate"><span class="pre">native_*</span></code> prefix visualizing the confusion matrix, CPU and memory usage, as well as inference time.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">build/benchmarks/native.md</span></code> file is a Markdown document containing a full report for the model.
+The document links to the generated visualizations and provides aggregated information about CPU and memory usage, as well as classification quality metrics, such as accuracy, sensitivity, precision, or G-Mean.
+Such a file can be included in a larger, Sphinx-based documentation, which allows easy, automated report generation, using e.g. CI, like in the case of the <a class="reference external" href="https://antmicro.github.io/kenning/sample-report.html">Kenning documentation</a>.</p>
+<p>We can also use a simplified command:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/benchmarks/native.md<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/native.json
+</code></pre></div>
+</div>
+<p>The available <code class="docutils literal notranslate"><span class="pre">--report-types</span></code> will be derived from measurements in the <code class="docutils literal notranslate"><span class="pre">build/native.json</span></code> file.</p>
+<p>Conveniently, <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">test</span></code> and <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">report</span></code> commands can be reduced to a single <code class="docutils literal notranslate"><span class="pre">kenning</span></code> run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span><span class="nb">test</span><span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>mobilenetv2-tensorflow-native.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/native.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/benchmarks/native.md
+</code></pre></div>
+</div>
+<p>While native frameworks are great for training and inference, model design, training on GPUs and distributing training across many devices, e.g. in a cloud environment, there is a fairly large variety of inference-focused frameworks for production purposes that focus on getting the most out of hardware in order to get results as fast as possible.</p>
+<h2 id="optimizing-a-model-using-tensorflow-lite">Optimizing a model using TensorFlow Lite<a class="headerlink" href="#optimizing-a-model-using-tensorflow-lite" title="Permalink to this heading">¶</a></h2>
+<p>TensorFlow Lite is one of such frameworks.
+It is a lightweight library for inferring networks on edge - it has a small binary size (which can be reduced further by disabling unused operators) and a highly optimized format of input models, called FlatBuffers.</p>
+<p>Before the TensorFlow Lite Interpreter (runtime for the TensorFlow Lite library) can be used, the model first needs to be optimized and compiled to the <code class="docutils literal notranslate"><span class="pre">.tflite</span></code> format.</p>
+<p>Let’s add a TensorFlow Lite Optimizer that will convert our MobileNetV2 model to a FlatBuffer format, as well as a TensorFlow Lite Runtime that will execute the model:</p>
+<div class="literal-block-wrapper docutils container" id="id2">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 7 </span><span class="caption-text">
+</span>mobilenetv2-tensorflow-tflite-f32.json<a class="headerlink" href="#id2" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tflite.TFLiteCompiler&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;default&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/fp32.tflite&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inference_input_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inference_output_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>The configuration of the already existing blocks does not change, and the dataset will not be downloaded again since the files are already present.</p>
+<p>The first new addition in comparison to the previous flow is the presence of the <code class="docutils literal notranslate"><span class="pre">optimizers</span></code> list, which allows us to add one or more objects inheriting from the <code class="docutils literal notranslate"><span class="pre">kenning.core.optimizer.Optimizer</span></code> class.
+Optimizers read the model from the input file, apply various optimizations, and then save the optimized model to a new file.</p>
+<p>In our current scenario, we will use the <code class="docutils literal notranslate"><span class="pre">TFLiteCompiler</span></code> class - it reads the model in a Keras-specific format, optimizes the model and saves it to the <code class="docutils literal notranslate"><span class="pre">./build/fp32.tflite</span></code> file.
+The parameters of this particular Optimizer are worth noting here (each Optimizer usually has a different set of parameters):</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">target</span></code> - indicates what the desired target device (or model type) is, regular CPU is <code class="docutils literal notranslate"><span class="pre">default</span></code>.
+Another example here could be <code class="docutils literal notranslate"><span class="pre">edgetpu</span></code>, which can compile models for the Google Coral platform.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">compiled_model_path</span></code> - indicates where the model should be saved.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">inference_input_type</span></code> and <code class="docutils literal notranslate"><span class="pre">inference_output_type</span></code> - indicate what the input and output type of the model should be.
+Usually, all trained models use FP32 weights (32-bit floating point) and activations - using <code class="docutils literal notranslate"><span class="pre">float32</span></code> here keeps the weights unchanged.</p></li>
+</ul>
+<p>Another addition is the <code class="docutils literal notranslate"><span class="pre">runtime</span></code> block which provides a class inheriting from the <code class="docutils literal notranslate"><span class="pre">kenning.core.runtime.Runtime</span></code> class that is able to load the final model and run inference on target hardware.
+Usually, each <code class="docutils literal notranslate"><span class="pre">Optimizer</span></code> has a corresponding <code class="docutils literal notranslate"><span class="pre">Runtime</span></code> capable of running its results.</p>
+<p>To compile the scenario (called <code class="docutils literal notranslate"><span class="pre">tflite-fp32.json</span></code>), run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>mobilenetv2-tensorflow-tflite-f32.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/tflite-fp32.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/benchmarks/tflite-fp32.md
+</code></pre></div>
+</div>
+<p>While it depends on the platform used, you should be able to see a significant improvement in both inference time (model ca. 10-15x faster model compared to the native model) and memory usage (output model ca. 2x smaller).
+What’s worth noting is that we get a significant improvement with no harm to the quality of the model - the outputs stay the same.</p>
+<p><img alt="Confusion matrix" src="../_images/confusion-matrix.png" /></p>
+<h2 id="quantizing-a-model-using-tensorflow-lite">Quantizing a model using TensorFlow Lite<a class="headerlink" href="#quantizing-a-model-using-tensorflow-lite" title="Permalink to this heading">¶</a></h2>
+<p>To further reduce memory usage, we can quantize the model - it is a process where all weights and activations in a model are calibrated to work with low-precision floating-point or integer reporesentations (i.e. <code class="docutils literal notranslate"><span class="pre">INT8</span></code>), instead of the <code class="docutils literal notranslate"><span class="pre">FP32</span></code> precision.
+While it may severely harm prediction quality, the quality reduction can be negligible with proper calibration.</p>
+<p>The model can be quantized during the compilation process in TensorFlow Lite.
+With Kenning, it can be achieved with the following simple additions:</p>
+<div class="literal-block-wrapper docutils container" id="id3">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 8 </span><span class="caption-text">
+</span>mobilenetv2-tensorflow-tflite-int8.json<a class="headerlink" href="#id3" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tflite.TFLiteCompiler&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8.tflite&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inference_input_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inference_output_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>The only changes here in comparison to the previous configuration appear in the <code class="docutils literal notranslate"><span class="pre">TFLiteCompiler</span></code> configuration. We change <code class="docutils literal notranslate"><span class="pre">target</span></code>, <code class="docutils literal notranslate"><span class="pre">inference_input_type</span></code> and <code class="docutils literal notranslate"><span class="pre">inference_output_type</span></code> to <code class="docutils literal notranslate"><span class="pre">int8</span></code>.
+Then, in the background, <code class="docutils literal notranslate"><span class="pre">TFLiteCompiler</span></code> fetches a subset of images from the <code class="docutils literal notranslate"><span class="pre">PetDataset</span></code> object to calibrate the model and the entire model calibration process happens automatically.</p>
+<p>Let’s run the scenario above (<code class="docutils literal notranslate"><span class="pre">tflite-int8.json</span></code>):</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>mobilenetv2-tensorflow-tflite-int8.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/tflite-int8.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/benchmarks/tflite-int8.md
+</code></pre></div>
+</div>
+<p>This results in a model over 7 times smaller compared to the native model without significant loss of accuracy (but without speed improvement).</p>
+<h2 id="speeding-up-inference-with-apache-tvm">Speeding up inference with Apache TVM<a class="headerlink" href="#speeding-up-inference-with-apache-tvm" title="Permalink to this heading">¶</a></h2>
+<p>To speed up inference of a quantized model, we can utilize vector extensions in x86 CPUs, more specifically AVX2.
+To do this, we can use the Apache TVM framework to compile efficient runtimes for various hardware platforms.
+The scenario looks like this:</p>
+<div class="literal-block-wrapper docutils container" id="id4">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 9 </span><span class="caption-text">
+</span>mobilenetv2-tensorflow-tvm-avx-int8.json<a class="headerlink" href="#id4" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tflite.TFLiteCompiler&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8.tflite&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inference_input_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inference_output_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tvm.TVMCompiler&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;llvm -mcpu=core-avx2&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;opt_level&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;conv2d_data_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8_tvm.tar&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>As visible, adding a new framework is just a matter of simply adding and configuring another optimizer and using a  <code class="docutils literal notranslate"><span class="pre">Runtime</span></code> corresponding to the final <code class="docutils literal notranslate"><span class="pre">Optimizer</span></code>.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">TVMCompiler</span></code>, with <code class="docutils literal notranslate"><span class="pre">llvm</span> <span class="pre">-mcpu=core-avx2</span></code> as the target, optimizes and compiles the model to use vector extensions.
+The final result is a <code class="docutils literal notranslate"><span class="pre">.tar</span></code> file containing a shared library that implements the entire model.</p>
+<p>Let’s compile the scenario (<code class="docutils literal notranslate"><span class="pre">tvm-avx2-int8.json</span></code>):</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>mobilenetv2-tensorflow-tvm-avx-int8.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/tvm-avx2-int8.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/benchmarks/tvm-avx2-int8.md
+</code></pre></div>
+</div>
+<p>This results in a model over 40 times faster compared to the native implementation, with a 3x reduction in size.</p>
+<p>This demonstrates how easily we can interconnect various frameworks and get the most out of hardware using Kenning, while performing just minor alterations to the configuration file.</p>
+<p>The summary of passes looks as follows:</p>
+<table class="docutils data align-default">
+<thead>
+<tr class="row-odd"><th class="head"><p></p></th>
+<th class="head"><p>Speed boost</p></th>
+<th class="head"><p>Accuracy</p></th>
+<th class="head"><p>Size reduction</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>native</p></td>
+<td><p>1</p></td>
+<td><p>0.9572730984</p></td>
+<td><p>1</p></td>
+</tr>
+<tr class="row-odd"><td><p>tflite-fp32</p></td>
+<td><p>15.79405698</p></td>
+<td><p>0.9572730984</p></td>
+<td><p>1.965973551</p></td>
+</tr>
+<tr class="row-even"><td><p>tflite-int8</p></td>
+<td><p>1.683232669</p></td>
+<td><p>0.9519662539</p></td>
+<td><p>7.02033412</p></td>
+</tr>
+<tr class="row-odd"><td><p>tvm-avx2-int8</p></td>
+<td><p>41.61514549</p></td>
+<td><p>0.9487005035</p></td>
+<td><p>3.229375069</p></td>
+</tr>
+</tbody>
+</table>
+<h2 id="automated-model-comparison">Automated model comparison<a class="headerlink" href="#automated-model-comparison" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">report</span></code> tool also allows us to compare evaluation results for multiple models.
+Apart from creating a model summary table, it also creates plots aggregating measurements collected during the evaluation process.</p>
+<p>To create a comparison report for the above experiments, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--report-path<span class="w"> </span>build/benchmarks/summary.md<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--measurements<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>build/native.json<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>build/tflite-fp32.json<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>build/tflite-int8.json<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>build/tvm-avx2-int8.json
+</code></pre></div>
+</div>
+<p>Some examples of comparisons between various models rendered with the script:</p>
+<ul>
+<li><p>Accuracy, inference time and model size comparison:</p>
+<p><img alt="" src="../_images/accuracy-inference-time-comparison.png" /></p>
+</li>
+<li><p>Resource utilization distribution:</p>
+<p><img alt="" src="../_images/utilization-comparison.png" /></p>
+</li>
+<li><p>Comparison of classification metrics:</p>
+<p><img alt="" src="../_images/classification-metrics-comparison.png" /></p>
+</li>
+<li><p>And more</p></li>
+</ul>
+
+
+  <hr>
+<div class="md-source-file">
+  <small>
+    
+      Last update:
+      2024-01-18
+    
+  </small>
+</div>
+
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+              </article>
+            </div>
+          
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+    <nav class="md-footer__inner md-grid" aria-label="Footer" >
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+
+<h1 id="unstructured-pruning-of-tensorflow-models">Unstructured Pruning of TensorFlow Models<a class="headerlink" href="#unstructured-pruning-of-tensorflow-models" title="Permalink to this heading">¶</a></h1>
+<p>This section contains a tutorial for unstructured pruning of <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/tensorflow_pet_dataset.py">the TensorFlow classification model</a>.</p>
+<p>As is the case with most pruning techniques, this type of unstructured pruning requires fine-tuning after “removing” certain connections through training.
+In unstructured pruning, the weights for certain connections are set to zero.
+The weights and layers are not removed, but the matrices holding weights become sparse.
+It can be used to improve model compression (for storage purposes) and for use with dedicated hardware and libraries that can take advantage of sparse computing.</p>
+<h2 id="setup">Setup<a class="headerlink" href="#setup" title="Permalink to this heading">¶</a></h2>
+<p>A few additional dependencies are required to prune TensorFlow models, they can be installed using the following command:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[tensorflow,reports] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="experiments">Experiments<a class="headerlink" href="#experiments" title="Permalink to this heading">¶</a></h2>
+<p>First, we need to know the performance of the original model which can be achieved by running the following pipeline:</p>
+<div class="literal-block-wrapper docutils container" id="id1">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 10 </span><span class="caption-text">
+</span>mobilenetv2-tensorflow.json<a class="headerlink" href="#id1" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>To test it, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>mobilenetv2-tensorflow.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/tf.json
+</code></pre></div>
+</div>
+<p><code class="docutils literal notranslate"><span class="pre">TensorflowPruningOptimizer</span></code> has two main parameters for adjusting the pruning process:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">target_sparsity</span></code> - defines sparsity of weights after pruning,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">prune_dense</span></code> - if <code class="docutils literal notranslate"><span class="pre">true</span></code>, only dense layers will be pruned instead of the entire model.</p></li>
+</ul>
+<p>You can also adjust how often a model will be pruned (with <code class="docutils literal notranslate"><span class="pre">pruning_frequency</span></code>), and when it cannot be pruned (<code class="docutils literal notranslate"><span class="pre">pruning_end</span></code>).</p>
+<p>You can also chose an <code class="docutils literal notranslate"><span class="pre">optimizer</span></code> (one of <code class="docutils literal notranslate"><span class="pre">adam</span></code>, <code class="docutils literal notranslate"><span class="pre">RMSprop</span></code> or <code class="docutils literal notranslate"><span class="pre">SGD</span></code>) and specify if network’s output is normalized with <code class="docutils literal notranslate"><span class="pre">disable_from_logits</span></code>.</p>
+<p>In this example, we decided to fine-tune the model for three epochs with batch size equal to 128.</p>
+<div class="literal-block-wrapper docutils container" id="id2">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 11 </span><span class="caption-text">
+</span>pruning-mobilenetv2-tensorflow.json<a class="headerlink" href="#id2" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="hll"><span class="w">    </span><span class="p">{</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tensorflow_pruning.TensorFlowPruningOptimizer&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/tf-pruning-0_15.h5&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;target_sparsity&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.15</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;batch_size&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">128</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;epochs&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;pruning_frequency&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">20</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;pruning_end&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">120</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;save_to_zip&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span>
+</span><span class="hll"><span class="w">      </span><span class="p">}</span>
+</span><span class="hll"><span class="w">    </span><span class="p">}</span>
+</span><span class="w">  </span><span class="p">]</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>To prune the model, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>pruning-mobilenetv2-tensorflow.json
+kenning<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>pruning-mobilenetv2-tensorflow.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/tf-pruning.json
+</code></pre></div>
+</div>
+<p>Despite the fact, that the Kenning CLI is capable of running commands in sequence (like <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">optimize</span> <span class="pre">test</span> <span class="pre">[FLAGS]</span></code>), we suggest separating them for more measurement precision.</p>
+<p>In order to compare a model before and after pruning, you can generate a report using the following command:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>build/tf.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>build/tf-pruning.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/tf-pruning.md<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--to-html
+</code></pre></div>
+</div>
+<p>For greater size reduction, we can use larger sparsity with adjusted parameters, like below:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tensorflow_pruning.TensorFlowPruningOptimizer&quot;</span><span class="p">,</span>
+<span class="w">  </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/tf-pruning-0_3.h5&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;target_sparsity&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.3</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;batch_size&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">128</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;epochs&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">5</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;pruning_frequency&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">40</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;pruning_end&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">82</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;save_to_zip&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>The default TensorFlow version of the pretrained MobileNetV2 (<code class="docutils literal notranslate"><span class="pre">kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5</span></code>) is exported with an optimizer, resulting in size increase.
+To ensure better measurement quality, we will present the data with the default MobileNetV2 stripped from any unnecessary information.</p>
+<p>Summary of pruned models:</p>
+<table class="docutils data align-default">
+<thead>
+<tr class="row-odd"><th class="head"><p>Sparsity</p></th>
+<th class="head"><p>Accuracy</p></th>
+<th class="head"><p>Compressed size</p></th>
+<th class="head"><p>Size reduction</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>—</p></td>
+<td><p>0.9605442177</p></td>
+<td><p>15,508,373</p></td>
+<td><p>0.00%</p></td>
+</tr>
+<tr class="row-odd"><td><p>0.15</p></td>
+<td><p>0.9190476190</p></td>
+<td><p>14,062,345</p></td>
+<td><p>9.32%</p></td>
+</tr>
+<tr class="row-even"><td><p>0.3</p></td>
+<td><p>0.8367346939</p></td>
+<td><p>12,349,076</p></td>
+<td><p>20.37%</p></td>
+</tr>
+</tbody>
+</table>
+<figure class="align-center" id="pruning-tf-classification-comparison">
+<img alt="Pruning classification comparison" src="../_images/pruning-tf-classification-comparison.png" />
+<figcaption>
+<p><span class="caption-number">Figure 4 </span><span class="caption-text"><span class="caption-text">
+Model size, speed and quality comparison for TensorFlow pruning</span><a class="headerlink" href="#pruning-tf-classification-comparison" title="Permalink to this image">¶</a></figcaption>
+</figure>
+<h2 id="optional-clustering">(Optional) Clustering<a class="headerlink" href="#optional-clustering" title="Permalink to this heading">¶</a></h2>
+<p>Kenning provides a few other methods for reducing the size of the model.
+One of such techniques is clustering.
+It groups weights into K groups of similar values.
+Then, it computes K centroids based on those weights and use them as values for new weights.
+In weight matrices, we store indices to corresponding centroid instead of values.
+The indices can be stored as integers with a very small number of bits necessary to represent them, reducing the model size significantly.</p>
+<p>You can do this by adding <code class="docutils literal notranslate"><span class="pre">kenning.optimizers.tensorflow_clustering.TensorFlowClusteringOptimizer</span></code>:</p>
+<div class="literal-block-wrapper docutils container" id="id3">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 12 </span><span class="caption-text">
+</span>pruning-clustering-mobilenetv2-tensorflow.json<a class="headerlink" href="#id3" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tensorflow_pruning.TensorFlowPruningOptimizer&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/tf-pruning-0_15.h5&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;target_sparsity&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.15</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;batch_size&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">128</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;epochs&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">5</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;pruning_frequency&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">10</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="hll"><span class="w">    </span><span class="p">{</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tensorflow_clustering.TensorFlowClusteringOptimizer&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/tf-pruning-clustering.h5&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;cluster_dense&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;preserve_sparsity&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;clusters_number&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">60</span>
+</span><span class="hll"><span class="w">      </span><span class="p">}</span>
+</span><span class="hll"><span class="w">    </span><span class="p">}</span>
+</span><span class="w">  </span><span class="p">]</span>
+</code></pre></div>
+</div>
+</div>
+<p>To run it, use:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span>report<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--json-cfg<span class="w"> </span>pruning-clustering-mobilenetv2-tensorflow.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--measurements<span class="w"> </span>build/tf-all.json<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--report-path<span class="w"> </span>build/tf-pruning-clustering.md<span class="w"> </span><span class="se">\</span>
+<span class="w">  </span>--to-html
+</code></pre></div>
+</div>
+<p>Clustering allows for substantial model size reduction without significant decrease in quality.
+Here is a comparison of a model with and without clustering:</p>
+<table class="docutils data align-default">
+<thead>
+<tr class="row-odd"><th class="head"><p>Sparsity</p></th>
+<th class="head"><p>Number of clusters</p></th>
+<th class="head"><p>Accuracy</p></th>
+<th class="head"><p>Compressed size</p></th>
+<th class="head"><p>Size reduction</p></th>
+</tr>
+</thead>
+<tbody>
+<tr class="row-even"><td><p>—</p></td>
+<td><p>—</p></td>
+<td><p>0.9605442177</p></td>
+<td><p>15,508,373</p></td>
+<td><p>0.00%</p></td>
+</tr>
+<tr class="row-odd"><td><p>0.15</p></td>
+<td><p>—</p></td>
+<td><p>0.9190476190</p></td>
+<td><p>14,062,345</p></td>
+<td><p>9.32%</p></td>
+</tr>
+<tr class="row-even"><td><p>0.15</p></td>
+<td><p>60</p></td>
+<td><p>0.9006802721</p></td>
+<td><p>4,451,142</p></td>
+<td><p>71.30%</p></td>
+</tr>
+</tbody>
+</table>
+<figure class="align-center" id="pruning-clustering-tf-classification-comparison">
+<img alt="Pruning classification comparison" src="../_images/pruning-clustering-tf-classification-comparison.png" />
+<figcaption>
+<p><span class="caption-number">Figure 5 </span><span class="caption-text"><span class="caption-text">
+Model size, speed and quality comparison for TensorFlow pruning and clustering</span><a class="headerlink" href="#pruning-clustering-tf-classification-comparison" title="Permalink to this image">¶</a></figcaption>
+</figure>
+
+
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diff --git a/genindex.html b/genindex.html
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@@ -0,0 +1,553 @@
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+  
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diff --git a/img/confusion_matrix.html b/img/confusion_matrix.html
new file mode 100644
index 000000000..153f4c52c
--- /dev/null
+++ b/img/confusion_matrix.html
@@ -0,0 +1,722 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <meta charset="utf-8">
+    <title>Bokeh Plot</title>
+    <script type="text/javascript">
+        /* BEGIN bokeh.min.js */
+/*!
+ * Copyright (c) 2012 - 2022, Anaconda, Inc., and Bokeh Contributors
+ * All rights reserved.
+ * 
+ * Redistribution and use in source and binary forms, with or without modification,
+ * are permitted provided that the following conditions are met:
+ * 
+ * Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ * 
+ * Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ * 
+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
+ * without specific prior written permission.
+ * 
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+ * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ * THE POSSIBILITY OF SUCH DAMAGE.
+ */
+(function(root, factory) {
+  const bokeh = factory();
+  bokeh.__bokeh__ = true;
+  if (typeof root.Bokeh === "undefined" || typeof root.Bokeh.__bokeh__ === "undefined") {
+    root.Bokeh = bokeh;
+  }
+  const Bokeh = root.Bokeh;
+  Bokeh[bokeh.version] = bokeh;
+})(this, function() {
+  let define;
+  const parent_require = typeof require === "function" && require
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+  if (aliases === undefined) aliases = {};
+  if (externals === undefined) externals = {};
+
+  const cache = {};
+
+  const normalize = function(name) {
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+    const index = aliases[name + (trailing ? "" : "/") + "index"];
+    if (index != null)
+      return index;
+
+    return name;
+  }
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+  const require = function(name) {
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+    if (!mod) {
+      const id = normalize(name);
+
+      mod = cache[id];
+      if (!mod) {
+        if (!modules[id]) {
+          if (externals[id] === false || (externals[id] == true && parent_require)) {
+            try {
+              mod = {exports: externals[id] ? parent_require(id) : {}};
+              cache[id] = cache[name] = mod;
+              return mod.exports;
+            } catch (e) {}
+          }
+
+          const err = new Error("Cannot find module '" + name + "'");
+          err.code = 'MODULE_NOT_FOUND';
+          throw err;
+        }
+
+        mod = {exports: {}};
+        cache[id] = cache[name] = mod;
+
+        function __esModule() {
+          Object.defineProperty(mod.exports, "__esModule", {value: true});
+        }
+
+        function __esExport(name, value) {
+          Object.defineProperty(mod.exports, name, {
+            enumerable: true, get: function () { return value; }
+          });
+        }
+
+        modules[id].call(mod.exports, require, mod, mod.exports, __esModule, __esExport);
+      } else {
+        cache[name] = mod;
+      }
+    }
+
+    return mod.exports;
+  }
+  require.resolve = function(name) {
+    return ""
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+
+  const main = require(entry);
+  main.require = require;
+
+  if (typeof Proxy !== "undefined") {
+    // allow Bokeh.loader["@bokehjs/module/name"] syntax
+    main.loader = new Proxy({}, {
+      get: function(_obj, module) {
+        return require(module);
+      }
+    });
+  }
+
+  main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {
+    if (plugin_aliases === undefined) plugin_aliases = {};
+    if (plugin_externals === undefined) plugin_externals = {};
+
+    for (let name in plugin_modules) {
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+    }
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+
+    for (let name in plugin) {
+      main[name] = plugin[name];
+    }
+
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+  }
+
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+function _(e,t,s,o,n){o();const i=e(1),r=e(7),l=e(3),_=e(19),a=e(251),c=e(14),d=e(30),h=e(15),f=e(17),u=e(31),m=e(29),g=e(9),v=e(13),p=(0,i.__importStar)(e(77)),w=e(26),b=e(8),y=e(309),k=e(75),M=e(53),j=e(396),z=e(35);class S{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new z.MessageSentEvent(this.document,"bokeh_event",e.to_json());this.document._trigger_on_change(t)}trigger(e){for(const t of this.subscribed_models)null!=e.origin&&e.origin!=t||t._process_event(e)}}s.EventManager=S,S.__name__="EventManager",s.documents=[],s.DEFAULT_TITLE="Bokeh Application";class E{constructor(e){var t;s.documents.push(this),this._init_timestamp=Date.now(),this._resolver=null!==(t=null==e?void 0:e.resolver)&&void 0!==t?t:new r.ModelResolver,this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new Map,this._message_callbacks=new Map,this.event_manager=new S(this),this.idle=new h.Signal0(this,"idle"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof y.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e,t=null){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_finalize=t,this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&(this._interactive_plot.trigger_event(new a.LODEnd),null!=this._interactive_finalize&&this._interactive_finalize()),this._interactive_plot=null,this._interactive_timestamp=null,this._interactive_finalize=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error("Attempted to overwrite a document with itself");e.clear();const t=(0,g.copy)(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug("invalidating document models"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new z.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof M.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof z.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new z.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const i of e){const e=i.id,r=i.type,l=null!==(o=i.attributes)&&void 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,r,l,s),null!=i.subtype&&_.set_subtype(i.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var i;if((0,f.is_ref)(e)){const o=null!==(i=t.get(e.id))&&void 0!==i?i:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}if((0,u.is_NDArray_ref)(e)){const{buffer:t,dtype:s,shape:n}=(0,u.decode_NDArray)(e,o);return(0,m.ndarray)(t,{dtype:s,shape:n})}return(0,b.isArray)(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):(0,b.isPlainObject)(e)?function(e){const t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:"ModelChanged",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),i=Object.keys(t.attributes),r=(0,g.difference)(n,i),l=(0,g.difference)(i,n),a=(0,g.intersection)(n,i),c=[];for(const e of r)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const i=t.attributes[n];c.push(E._event_for_attribute_change(e,n,i,s,o))}for(const n of a){const i=e.attributes[n],r=t.attributes[n];null==i&&null==r||(null==i||null==r?c.push(E._event_for_attribute_change(e,n,r,s,o)):"data"==n||(0,w.is_equal)(i,r)||c.push(E._event_for_attribute_change(e,n,r,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),i=new Map,r=[];for(const t of e.roots.root_ids)i.set(t,n.get(t)),r.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(r.sort(),a.sort(),(0,g.difference)(r,a).length>0||(0,g.difference)(a,r).length>0)throw new Error("Not implemented: computing add/remove of document roots");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug("Creating Document from JSON");const t=e.version,s=-1!==t.indexOf("+")||-1!==t.indexOf("-"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\./,"$1")==t?_.logger.debug(o):(_.logger.warn("JS/Python version mismatch"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error("Cannot create a patch using events from a different document");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case"RootAdded":case"RootRemoved":case"ModelChanged":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}"`),new Error("event model wasn't known");break}}const r=new Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case"MessageSent":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error("expected exactly one buffer");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case"ModelChanged":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case"ColumnDataChanged":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case"ColumnsStreamed":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot stream to non-ColumnDataSource");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case"ColumnsPatched":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot patch non-ColumnDataSource");const n=e.patches;o.patch(n,s);break}case"RootAdded":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case"RootRemoved":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case"TitleChanged":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__="Document"},
+function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__="ModelResolver";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},
+function _(n,t,r,e,i){e();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||"[object Boolean]"===u.call(n)}function f(n){return"[object Number]"===u.call(n)}function l(n){return"[object String]"===u.call(n)}function s(n){return"symbol"==typeof n}function a(n){const t=typeof n;return"function"===t||"object"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return"[object Function]"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&"length"in n}},
+function _(n,t,e,r,o){r();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const i=n(10),u=n(11),c=n(12);o("map",c.map),o("reduce",c.reduce),o("min",c.min),o("min_by",c.min_by),o("max",c.max),o("max_by",c.max_by),o("sum",c.sum),o("cumsum",c.cumsum),o("every",c.every),o("some",c.some),o("find",c.find),o("find_last",c.find_last),o("find_index",c.find_index),o("find_last_index",c.find_last_index),o("sorted_index",c.sorted_index),o("is_empty",c.is_empty);const f=Array.prototype.slice;function s(n){return f.call(n)}function a(n){return[].concat(...n)}function l(n,t){return-1!==n.indexOf(t)}function m(n,t,e=1){(0,u.assert)(e>0,"'step' must be a positive number"),null==t&&(t=n,n=0);const{max:r,ceil:o,abs:i}=Math,c=n<=t?e:-e,f=r(o(i(t-n)/e),0),s=new Array(f);for(let t=0;t<f;t++,n+=c)s[t]=n;return s}e.head=function(n){return n[0]},e.tail=function(n){return n[n.length-1]},e.last=function(n){return n[n.length-1]},e.copy=s,e.concat=a,e.includes=l,e.contains=l,e.nth=function(n,t){return n[t>=0?t:n.length+t]},e.zip=function(...n){if(0==n.length)return[];const t=(0,c.min)(n.map((n=>n.length))),e=n.length,r=new Array(t);for(let o=0;o<t;o++){r[o]=new Array(e);for(let t=0;t<e;t++)r[o][t]=n[t][o]}return r},e.unzip=function(n){const t=n.length,e=(0,c.min)(n.map((n=>n.length))),r=Array(e);for(let n=0;n<e;n++)r[n]=new Array(t);for(let o=0;o<t;o++)for(let t=0;t<e;t++)r[t][o]=n[o][t];return r},e.range=m,e.linspace=function(n,t,e=100){const r=(t-n)/(e-1),o=new Array(e);for(let t=0;t<e;t++)o[t]=n+r*t;return o},e.transpose=function(n){const t=n.length,e=n[0].length,r=[];for(let o=0;o<e;o++){r[o]=[];for(let e=0;e<t;e++)r[o][e]=n[e][o]}return r},e.argmin=function(n){return(0,c.min_by)(m(n.length),(t=>n[t]))},e.argmax=function(n){return(0,c.max_by)(m(n.length),(t=>n[t]))},e.sort_by=function(n,t){const e=n.map(((n,e)=>({value:n,index:e,key:t(n)})));return e.sort(((n,t)=>{const e=n.key,r=t.key;if(e!==r){if(e>r||void 0===e)return 1;if(e<r||void 0===r)return-1}return n.index-t.index})),e.map((n=>n.value))},e.uniq=function(n){const t=new Set;for(const e of n)t.add(e);return[...t]},e.uniq_by=function(n,t){const e=[],r=[];for(const o of n){const n=t(o);l(r,n)||(r.push(n),e.push(o))}return e},e.union=function(...n){const t=new Set;for(const e of n)for(const n of e)t.add(n);return[...t]},e.intersection=function(n,...t){const e=[];n:for(const r of n)if(!l(e,r)){for(const n of t)if(!l(n,r))continue n;e.push(r)}return e},e.difference=function(n,...t){const e=a(t);return n.filter((n=>!l(e,n)))},e.remove_at=function(n,t){const e=s(n);return e.splice(t,1),e},e.remove_by=function(n,t){for(let e=0;e<n.length;)t(n[e])?n.splice(e,1):e++},e.shuffle=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++){const t=(0,i.randomIn)(0,r);t!==r&&(e[r]=e[t]),e[t]=n[r]}return e},e.pairwise=function(n,t){const e=n.length,r=new Array(e-1);for(let o=0;o<e-1;o++)r[o]=t(n[o],n[o+1]);return r},e.reversed=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++)e[t-r-1]=n[r];return e},e.repeat=function(n,t){const e=new Array(t);for(let r=0;r<t;r++)e[r]=n;return e}},
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n)e.change.emit();if(!r){if(!t.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}}setv(e,t={}){const s=(0,l.entries)(e);if(0==s.length)return;if(!0===t.silent){this._watchers=new WeakMap;for(const[e,t]of s)this.properties[e].set_value(t);return}const n=new Map,r=new Map;for(const[e,t]of s){const s=this.properties[e];n.set(s,t),r.set(s,s.get_value())}this._setv(n,t);const{document:i}=this;if(null!=i){const e=[];for(const[t,s]of r)e.push([t,s,t.get_value()]);for(const[,t,s]of e)if(this._needs_invalidate(t,s)){i._invalidate_all_models();break}this._push_changes(e,t)}}getv(e){return this.property(e).get_value()}ref(){return{id:this.id}}struct(){const e={type:this.type,id:this.id,attributes:{}};return null!=this._subtype&&(e.subtype=this._subtype),e}set_subtype(e){this._subtype=e}*[Symbol.iterator](){yield*(0,l.values)(this.properties)}*syncable_properties(){for(const e of this)e.syncable&&(yield e)}serializable_attributes(){const e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error("models must be owned by only a single document");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},
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q{valid(e){return(0,m.isNumber)(e)&&0<=e&&e<=1}}n.Percent=B,B.__name__="Percent";class F extends f{valid(e){return(0,m.isString)(e)}}n.String=F,F.__name__="String";class D extends f{valid(e){return null===e||(0,m.isString)(e)}}n.NullString=D,D.__name__="NullString";class U extends F{}n.FontSize=U,U.__name__="FontSize";class M extends F{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.Font=M,M.__name__="Font";class R extends f{valid(e){return(0,m.isString)(e)&&(0,_.includes)(this.enum_values,e)}}function k(e){return class extends R{get enum_values(){return[...e]}}}n.EnumProperty=R,R.__name__="EnumProperty",n.Enum=k;class O extends R{get enum_values(){return[...o.Direction]}normalize(e){const t=new Uint8Array(e.length);for(let n=0;n<e.length;n++)switch(e[n]){case"clock":t[n]=0;break;case"anticlock":t[n]=1}return t}}n.Direction=O,O.__name__="Direction",n.Anchor=k(o.Anchor),n.AngleUnits=k(o.AngleUnits),n.BoxOrigin=k(o.BoxOrigin),n.ButtonType=k(o.ButtonType),n.CalendarPosition=k(o.CalendarPosition),n.Dimension=k(o.Dimension),n.Dimensions=k(o.Dimensions),n.Distribution=k(o.Distribution),n.FontStyle=k(o.FontStyle),n.HatchPatternType=k(o.HatchPatternType),n.HTTPMethod=k(o.HTTPMethod),n.HexTileOrientation=k(o.HexTileOrientation),n.HoverMode=k(o.HoverMode),n.LatLon=k(o.LatLon),n.LegendClickPolicy=k(o.LegendClickPolicy),n.LegendLocation=k(o.LegendLocation),n.LineCap=k(o.LineCap),n.LineJoin=k(o.LineJoin),n.LinePolicy=k(o.LinePolicy),n.Location=k(o.Location),n.Logo=k(o.Logo),n.MarkerType=k(o.MarkerType),n.MutedPolicy=k(o.MutedPolicy),n.Orientation=k(o.Orientation),n.OutputBackend=k(o.OutputBackend),n.PaddingUnits=k(o.PaddingUnits),n.Place=k(o.Place),n.PointPolicy=k(o.PointPolicy),n.RadiusDimension=k(o.RadiusDimension),n.RenderLevel=k(o.RenderLevel),n.RenderMode=k(o.RenderMode),n.ResetPolicy=k(o.ResetPolicy),n.RoundingFunction=k(o.RoundingFunction),n.Side=k(o.Side),n.SizingMode=k(o.SizingMode),n.Sort=k(o.Sort),n.SpatialUnits=k(o.SpatialUnits),n.StartEnd=k(o.StartEnd),n.StepMode=k(o.StepMode),n.TapBehavior=k(o.TapBehavior),n.TextAlign=k(o.TextAlign),n.TextBaseline=k(o.TextBaseline),n.TextureRepetition=k(o.TextureRepetition),n.TickLabelOrientation=k(o.TickLabelOrientation),n.TooltipAttachment=k(o.TooltipAttachment),n.UpdateMode=k(o.UpdateMode),n.VerticalAlign=k(o.VerticalAlign);class E extends f{get_value(){const{value:e,expr:t,transform:n}=this.spec;return null!=t||null!=n?this.spec:e}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}uniform(e){var t;const{expr:n,value:r,transform:a}=this.spec,i=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=n.compute(e);return null!=a&&(t=a.compute(t)),t=this.materialize(t),this.scalar(t,i)}{let e=r;return null!=a&&(e=a.compute(e)),e=this.materialize(e),this.scalar(e,i)}}}n.ScalarSpec=E,E.__name__="ScalarSpec";class V extends E{}n.AnyScalar=V,V.__name__="AnyScalar";class $ extends E{}n.ColorScalar=$,$.__name__="ColorScalar";class I extends E{}n.NumberScalar=I,I.__name__="NumberScalar";class J extends E{}n.StringScalar=J,J.__name__="StringScalar";class X extends E{}n.NullStringScalar=X,X.__name__="NullStringScalar";class Y extends E{}n.ArrayScalar=Y,Y.__name__="ArrayScalar";class H extends E{}n.LineJoinScalar=H,H.__name__="LineJoinScalar";class j extends E{}n.LineCapScalar=j,j.__name__="LineCapScalar";class G extends E{}n.LineDashScalar=G,G.__name__="LineDashScalar";class K extends E{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.FontScalar=K,K.__name__="FontScalar";class Q extends E{}n.FontSizeScalar=Q,Q.__name__="FontSizeScalar";class W extends E{}n.FontStyleScalar=W,W.__name__="FontStyleScalar";class Z extends E{}n.TextAlignScalar=Z,Z.__name__="TextAlignScalar";class ee extends E{}n.TextBaselineScalar=ee,ee.__name__="TextBaselineScalar";class te extends f{get_value(){return null===this.spec.value?null:this.spec}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}v_materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}vector(e){return new y.UniformVector(e)}uniform(e){var t;const{field:n,expr:r,value:a,transform:i}=this.spec,s=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=e.get_column(n);return null!=t?(null!=i&&(t=i.v_compute(t)),t=this.v_materialize(t),this.vector(t)):(l.logger.warn(`attempted to retrieve property array for nonexistent field '${n}'`),this.scalar(null,s))}if(null!=r){let t=r.v_compute(e);return null!=i&&(t=i.v_compute(t)),t=this.v_materialize(t),this.vector(t)}{let e=a;return null!=i&&(e=i.compute(e)),e=this.materialize(e),this.scalar(e,s)}}array(e){var t;let n;const r=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=this.spec.field){const t=e.get_column(this.spec.field);if(null!=t)n=this.normalize(t);else{l.logger.warn(`attempted to retrieve property array for nonexistent field '${this.spec.field}'`);const e=new Float64Array(r);e.fill(NaN),n=e}}else if(null!=this.spec.expr)n=this.normalize(this.spec.expr.v_compute(e));else{const e=this._value(!1);if((0,m.isNumber)(e)){const t=new Float64Array(r);t.fill(e),n=t}else n=(0,_.repeat)(e,r)}return null!=this.spec.transform&&(n=this.spec.transform.v_compute(n)),n}}n.VectorSpec=te,te.__name__="VectorSpec";class ne extends te{}n.DataSpec=ne,ne.__name__="DataSpec";class re extends te{_update(e){super._update(e);const{units:t}=this.spec;if(null!=t&&!(0,_.includes)(this.valid_units,t))throw new Error(`units must be one of ${this.valid_units.join(", ")}; got: ${t}`)}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:this.default_units}set units(e){e!=this.default_units?this.spec.units=e:delete this.spec.units}}n.UnitsSpec=re,re.__name__="UnitsSpec";class ae extends re{array(e){return new Float64Array(super.array(e))}}n.NumberUnitsSpec=ae,ae.__name__="NumberUnitsSpec";class ie extends ne{}n.BaseCoordinateSpec=ie,ie.__name__="BaseCoordinateSpec";class se extends ie{}n.CoordinateSpec=se,se.__name__="CoordinateSpec";class le extends ie{}n.CoordinateSeqSpec=le,le.__name__="CoordinateSeqSpec";class oe extends ie{}n.CoordinateSeqSeqSeqSpec=oe,oe.__name__="CoordinateSeqSeqSeqSpec";class ce extends se{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSpec=ce,ce.__name__="XCoordinateSpec";class _e extends se{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSpec=_e,_e.__name__="YCoordinateSpec";class ue extends le{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSeqSpec=ue,ue.__name__="XCoordinateSeqSpec";class de extends le{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSeqSpec=de,de.__name__="YCoordinateSeqSpec";class Se extends oe{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSeqSeqSeqSpec=Se,Se.__name__="XCoordinateSeqSeqSeqSpec";class pe extends oe{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSeqSeqSeqSpec=pe,pe.__name__="YCoordinateSeqSeqSeqSpec";class me extends ae{get default_units(){return"rad"}get valid_units(){return[...o.AngleUnits]}materialize(e){return e*-(0,d.to_radians_coeff)(this.units)}v_materialize(e){const t=-(0,d.to_radians_coeff)(this.units),n=new Float32Array(e.length);return(0,u.mul)(e,t,n),n}array(e){throw new Error("not supported")}}n.AngleSpec=me,me.__name__="AngleSpec";class he extends ae{get default_units(){return"data"}get valid_units(){return[...o.SpatialUnits]}}n.DistanceSpec=he,he.__name__="DistanceSpec";class ve extends he{materialize(e){return null!=e?e:NaN}}n.NullDistanceSpec=ve,ve.__name__="NullDistanceSpec";class ye extends ne{v_materialize(e){return new Uint8Array(e)}array(e){return new Uint8Array(super.array(e))}}n.BooleanSpec=ye,ye.__name__="BooleanSpec";class xe extends ne{v_materialize(e){return(0,m.isTypedArray)(e)?e:new Int32Array(e)}array(e){return new Int32Array(super.array(e))}}n.IntSpec=xe,xe.__name__="IntSpec";class ge extends ne{v_materialize(e){return(0,m.isTypedArray)(e)?e:new Float64Array(e)}array(e){return new Float64Array(super.array(e))}}n.NumberSpec=ge,ge.__name__="NumberSpec";class fe extends ge{valid(e){return(0,m.isNumber)(e)&&e>=0}}n.ScreenSizeSpec=fe,fe.__name__="ScreenSizeSpec";class Ae extends ne{materialize(e){return(0,S.encode_rgba)((0,S.color2rgba)(e))}v_materialize(e){if(!(0,v.is_NDArray)(e)){const t=e.length,n=new c.RGBAArray(4*t);let r=0;for(const t of e){const[e,a,i,s]=(0,S.color2rgba)(t);n[r++]=e,n[r++]=a,n[r++]=i,n[r++]=s}return new c.ColorArray(n.buffer)}if("uint32"==e.dtype&&1==e.dimension)return(0,p.to_big_endian)(e);if("uint8"==e.dtype&&1==e.dimension){const[t]=e.shape,n=new c.RGBAArray(4*t);let r=0;for(const t of e)n[r++]=t,n[r++]=t,n[r++]=t,n[r++]=255;return new c.ColorArray(n.buffer)}if("uint8"==e.dtype&&2==e.dimension){const[t,n]=e.shape;if(4==n)return new c.ColorArray(e.buffer);if(3==n){const r=new c.RGBAArray(4*t);for(let a=0,i=0;a<n*t;)r[i++]=e[a++],r[i++]=e[a++],r[i++]=e[a++],r[i++]=255;return new c.ColorArray(r.buffer)}}else if(("float32"==e.dtype||"float64"==e.dtype)&&2==e.dimension){const[t,n]=e.shape;if(3==n||4==n){const r=new 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+function _(t,s,r,e,i){var n;e();const o=t(26),a=t(11);class _{constructor(t,s=0){this.size=t,this[n]="BitSet",this._count=null,this._nwords=Math.ceil(t/32),0==s||1==s?(this._array=new Uint32Array(this._nwords),1==s&&this._array.fill(4294967295)):((0,a.assert)(s.length==this._nwords,"Initializer size mismatch"),this._array=s)}clone(){return new _(this.size,new Uint32Array(this._array))}[(n=Symbol.toStringTag,o.equals)](t,s){if(!s.eq(this.size,t.size))return!1;const{_nwords:r}=this,e=this.size%r,i=0==e?r:r-1;for(let s=0;s<i;s++)if(this._array[s]!=t._array[s])return!1;if(0==e)return!0;{const s=1<<e-1,r=s-1^s;return(this._array[i]&r)==(t._array[i]&r)}}static all_set(t){return new _(t,1)}static all_unset(t){return new _(t,0)}static from_indices(t,s){const r=new _(t);for(const t of s)r.set(t);return r}static from_booleans(t,s){const r=new _(t),e=Math.min(t,s.length);for(let t=0;t<e;t++)s[t]&&r.set(t);return r}_check_bounds(t){(0,a.assert)(0<=t&&t<this.size,`Out of bounds: 0 <= ${t} < ${this.size}`)}get(t){this._check_bounds(t);const s=t>>>5,r=31&t;return!!(this._array[s]>>r&1)}set(t,s=!0){this._check_bounds(t),this._count=null;const r=t>>>5,e=31&t;s?this._array[r]|=1<<e:this._array[r]&=~(1<<e)}unset(t){this.set(t,!1)}*[Symbol.iterator](){yield*this.ones()}get count(){let t=this._count;return null==t&&(this._count=t=this._get_count()),t}_get_count(){const{_array:t,_nwords:s,size:r}=this;let e=0;for(let i=0,n=0;n<s;n++){const s=t[n];if(0==s)i+=32;else for(let t=0;t<32&&i<r;t++,i++)s>>>t&1&&(e+=1)}return e}*ones(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(0!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1&&(yield e);else e+=32}}*zeros(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(4294967295!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1||(yield e);else e+=32}}_check_size(t){(0,a.assert)(this.size==t.size,"Size mismatch")}add(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]|=t._array[s]}intersect(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]&=t._array[s]}subtract(t){this._check_size(t);for(let s=0;s<this._nwords;s++){const r=this._array[s],e=t._array[s];this._array[s]=(r^e)&r}}union(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]|=t._array[r];return s}intersection(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]&=t._array[r];return s}difference(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++){const e=this._array[r],i=t._array[r];s._array[r]=(e^i)&e}return s}select(t){(0,a.assert)(this.size<=t.length,"Size mismatch");const s=this.count,r=new t.constructor(s);let e=0;for(const s of this)r[e++]=t[s];return r}}r.BitSet=_,_.__name__="BitSet"},
+function _(t,e,r,n,s){n();const o=t(8),{hasOwnProperty:c}=Object.prototype;function a(t){return(0,o.isObject)(t)&&void 0!==t[r.equals]}r.equals=Symbol("equals"),r.wildcard=Symbol("wildcard");const i=Object.prototype.toString;class u{constructor(){this.a_stack=[],this.b_stack=[]}eq(t,e){if(Object.is(t,e))return!0;if(t===r.wildcard||e===r.wildcard)return!0;if(null==t||null==e)return t===e;const n=i.call(t);if(n!=i.call(e))return!1;switch(n){case"[object Number]":return this.numbers(t,e);case"[object RegExp]":case"[object String]":return`${t}`==`${e}`;case"[object Date]":case"[object Boolean]":return+t==+e}const{a_stack:s,b_stack:o}=this;let c=s.length;for(;c--;)if(s[c]===t)return o[c]===e;s.push(t),o.push(e);const u=(()=>{if(a(t)&&a(e))return t[r.equals](e,this);switch(n){case"[object Array]":case"[object Uint8Array]":case"[object Int8Array]":case"[object Uint16Array]":case"[object Int16Array]":case"[object Uint32Array]":case"[object Int32Array]":case"[object Float32Array]":case"[object Float64Array]":return this.arrays(t,e);case"[object Map]":return this.maps(t,e);case"[object Set]":return this.sets(t,e);case"[object Object]":if(t.constructor==e.constructor&&(null==t.constructor||t.constructor===Object))return this.objects(t,e);case"[object Function]":if(t.constructor==e.constructor&&t.constructor===Function)return this.eq(`${t}`,`${e}`)}if(t instanceof Node)return this.nodes(t,e);throw Error(`can't compare objects of type ${n}`)})();return s.pop(),o.pop(),u}numbers(t,e){return Object.is(t,e)}arrays(t,e){const{length:r}=t;if(r!=e.length)return!1;for(let n=0;n<r;n++)if(!this.eq(t[n],e[n]))return!1;return!0}iterables(t,e){const r=t[Symbol.iterator](),n=e[Symbol.iterator]();for(;;){const t=r.next(),e=n.next();if(t.done&&e.done)return!0;if(t.done||e.done)return!1;if(!this.eq(t.value,e.value))return!1}}maps(t,e){if(t.size!=e.size)return!1;for(const[r,n]of t)if(!e.has(r)||!this.eq(n,e.get(r)))return!1;return!0}sets(t,e){if(t.size!=e.size)return!1;for(const r of t)if(!e.has(r))return!1;return!0}objects(t,e){const r=Object.keys(t);if(r.length!=Object.keys(e).length)return!1;for(const n of r)if(!c.call(e,n)||!this.eq(t[n],e[n]))return!1;return!0}nodes(t,e){return t.nodeType==e.nodeType&&(t.textContent==e.textContent&&!!this.iterables(t.childNodes,e.childNodes))}}r.Comparator=u,u.__name__="Comparator";const{abs:l}=Math;class b extends u{constructor(t=1e-4){super(),this.tolerance=t}numbers(t,e){return super.numbers(t,e)||l(t-e)<this.tolerance}}function f(t,e){return(new u).eq(t,e)}r.SimilarComparator=b,b.__name__="SimilarComparator",r.is_equal=f,r.is_similar=function(t,e,r){return new b(r).eq(t,e)},r.isEqual=f},
+function _(n,i,e,t,r){t(),e.is_windows=navigator.appVersion.includes("Windows"),e.is_ie=(()=>{const n=navigator.userAgent;return n.includes("MSIE")||n.includes("Trident")||n.includes("Edge")})(),e.is_mobile="undefined"!=typeof window&&("ontouchstart"in window||navigator.maxTouchPoints>0),e.is_little_endian=(()=>{const n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;let e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e})(),e.BYTE_ORDER=e.is_little_endian?"little":"big",e.to_big_endian=function(n){if(e.is_little_endian){const i=new Uint32Array(n.length),e=new DataView(i.buffer);let t=0;for(const i of n)e.setUint32(t,i),t+=4;return i}return n}},
+function _(e,t,r,s,_){s();class i{constructor(){this._dev=!1,this._wireframe=!1,this._force_webgl=!1}set dev(e){this._dev=e}get dev(){return this._dev}set wireframe(e){this._wireframe=e}get wireframe(){return this._wireframe}set force_webgl(e){this._force_webgl=e}get force_webgl(){return this._force_webgl}}r.Settings=i,i.__name__="Settings",r.settings=new i},
+function _(e,s,t,i,r){var a,n,l,h,u,o,p,c;i();const y=e(8),_=e(11),A=e(26),q=e(30),d=e(31),z=Symbol("__ndarray__");class D extends Uint8Array{constructor(e,s){super(e),this[a]=!0,this.dtype="uint8",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>D.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>D.prototype[q.serialize].call(this,e))}[(a=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint8NDArray=D,D.__name__="Uint8NDArray";class N extends Int8Array{constructor(e,s){super(e),this[n]=!0,this.dtype="int8",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>N.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>N.prototype[q.serialize].call(this,e))}[(n=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int8NDArray=N,N.__name__="Int8NDArray";class f extends Uint16Array{constructor(e,s){super(e),this[l]=!0,this.dtype="uint16",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>f.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>f.prototype[q.serialize].call(this,e))}[(l=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint16NDArray=f,f.__name__="Uint16NDArray";class m extends Int16Array{constructor(e,s){super(e),this[h]=!0,this.dtype="int16",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>m.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>m.prototype[q.serialize].call(this,e))}[(h=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int16NDArray=m,m.__name__="Int16NDArray";class g extends Uint32Array{constructor(e,s){super(e),this[u]=!0,this.dtype="uint32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>g.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>g.prototype[q.serialize].call(this,e))}[(u=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint32NDArray=g,g.__name__="Uint32NDArray";class I extends Int32Array{constructor(e,s){super(e),this[o]=!0,this.dtype="int32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>I.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>I.prototype[q.serialize].call(this,e))}[(o=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int32NDArray=I,I.__name__="Int32NDArray";class U extends Float32Array{constructor(e,s){super(e),this[p]=!0,this.dtype="float32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>U.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>U.prototype[q.serialize].call(this,e))}[(p=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Float32NDArray=U,U.__name__="Float32NDArray";class w extends Float64Array{constructor(e,s){super(e),this[c]=!0,this.dtype="float64",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>w.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>w.prototype[q.serialize].call(this,e))}[(c=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}function x(e){return(0,y.isObject)(e)&&void 0!==e[z]}t.Float64NDArray=w,w.__name__="Float64NDArray",t.is_NDArray=x,t.ndarray=function(e,s={}){let{dtype:t}=s;null==t&&(t=e instanceof ArrayBuffer||(0,y.isArray)(e)?"float64":(()=>{switch(!0){case e instanceof Uint8Array:return"uint8";case e instanceof Int8Array:return"int8";case e instanceof Uint16Array:return"uint16";case e instanceof Int16Array:return"int16";case e instanceof Uint32Array:return"uint32";case e instanceof Int32Array:return"int32";case e instanceof Float32Array:return"float32";case e instanceof Float64Array:return"float64";default:(0,_.unreachable)()}})());const{shape:i}=s;switch(t){case"uint8":return new D(e,i);case"int8":return new N(e,i);case"uint16":return new f(e,i);case"int16":return new m(e,i);case"uint32":return new g(e,i);case"int32":return new I(e,i);case"float32":return new U(e,i);case"float64":return new w(e,i)}}},
+function _(e,r,t,i,s){i();const n=e(11),a=e(13),l=e(8);t.serialize=Symbol("serialize");class o extends Error{}t.SerializationError=o,o.__name__="SerializationError";class f{constructor(e){var r;this._references=new Map,this._definitions=new Map,this._refmap=new Map,this.include_defaults=null===(r=null==e?void 0:e.include_defaults)||void 0===r||r}get_ref(e){return this._references.get(e)}add_ref(e,r){(0,n.assert)(!this._references.has(e)),this._references.set(e,r)}add_def(e,r){const t=this.get_ref(e);(0,n.assert)(null!=t),this._definitions.set(e,r),this._refmap.set(t,r)}get objects(){return new Set(this._references.keys())}get references(){return new Set(this._references.values())}get definitions(){return new Set(this._definitions.values())}resolve_ref(e){return this._refmap.get(e)}remove_ref(e){return this._references.delete(e)}remove_def(e){return this._definitions.delete(e)}to_serializable(e){const r=this.get_ref(e);if(null!=r)return r;if(function(e){return(0,l.isObject)(e)&&void 0!==e[t.serialize]}(e))return e[t.serialize](this);if((0,l.isArray)(e)||(0,l.isTypedArray)(e)){const r=e.length,t=new Array(r);for(let i=0;i<r;i++){const r=e[i];t[i]=this.to_serializable(r)}return t}if((0,l.isPlainObject)(e)){const r={};for(const[t,i]of(0,a.entries)(e))r[t]=this.to_serializable(i);return r}if(null===e||(0,l.isBoolean)(e)||(0,l.isNumber)(e)||(0,l.isString)(e))return e;throw new o(`${Object.prototype.toString.call(e)} is not serializable`)}}t.Serializer=f,f.__name__="Serializer"},
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p(t)},n.toggle_attribute=function(t,e,n){null==n&&(n=!t.hasAttribute(e)),n?t.setAttribute(e,"true"):t.removeAttribute(e)},(g=n.Keys||(n.Keys={}))[g.Backspace=8]="Backspace",g[g.Tab=9]="Tab",g[g.Enter=13]="Enter",g[g.Esc=27]="Esc",g[g.PageUp=33]="PageUp",g[g.PageDown=34]="PageDown",g[g.Left=37]="Left",g[g.Up=38]="Up",g[g.Right=39]="Right",g[g.Down=40]="Down",g[g.Delete=46]="Delete",n.undisplayed=function(t,e){const{display:n}=t.style;t.style.display="none";try{return e()}finally{t.style.display=n}},n.unsized=function(t,e){return m(t,{},e)},n.sized=m;class y{constructor(t){this.root=t,this.known=new Set,this.style=(0,n.style)({type:"text/css"}),c(t,this.style)}append(t){this.known.has(t)||(this.style.appendChild(document.createTextNode(t)),this.known.add(t))}}n.StyleSheet=y,y.__name__="StyleSheet",n.stylesheet=new y(document.head),n.dom_ready=async function(){if("loading"==document.readyState)return new Promise(((t,e)=>{document.addEventListener("DOMContentLoaded",(()=>t()),{once:!0})}))}},
+function _(o,i,t,e,r){e(),t.root="bk-root",t.default=".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}"},
+function _(e,t,r,a,c){a();const n=e(1),l=e(46);c("Line",l.Line),c("LineScalar",l.LineScalar),c("LineVector",l.LineVector);const i=e(49);c("Fill",i.Fill),c("FillScalar",i.FillScalar),c("FillVector",i.FillVector);const s=e(50);c("Text",s.Text),c("TextScalar",s.TextScalar),c("TextVector",s.TextVector);const o=e(51);c("Hatch",o.Hatch),c("HatchScalar",o.HatchScalar),c("HatchVector",o.HatchVector);const u=(0,n.__importStar)(e(48)),V=e(47);c("VisualProperties",V.VisualProperties),c("VisualUniforms",V.VisualUniforms);class h{constructor(e){this._visuals=[];for(const[t,r]of e.model._mixins){const a=(()=>{switch(r){case u.Line:return new l.Line(e,t);case u.LineScalar:return new l.LineScalar(e,t);case u.LineVector:return new l.LineVector(e,t);case u.Fill:return new i.Fill(e,t);case u.FillScalar:return new i.FillScalar(e,t);case u.FillVector:return new i.FillVector(e,t);case u.Text:return new s.Text(e,t);case u.TextScalar:return new s.TextScalar(e,t);case u.TextVector:return new s.TextVector(e,t);case u.Hatch:return new o.Hatch(e,t);case u.HatchScalar:return new o.HatchScalar(e,t);case u.HatchVector:return new o.HatchVector(e,t);default:throw new Error("unknown visual")}})();a instanceof V.VisualProperties&&a.update(),this._visuals.push(a),Object.defineProperty(this,t+a.type,{get:()=>a,configurable:!1,enumerable:!0})}}*[Symbol.iterator](){yield*this._visuals}}r.Visuals=h,h.__name__="Visuals"},
+function _(e,t,i,l,s){l();const a=e(1),n=e(47),h=(0,a.__importStar)(e(48)),o=e(22),_=e(8);function r(e){if((0,_.isArray)(e))return e;switch(e){case"solid":return[];case"dashed":return[6];case"dotted":return[2,4];case"dotdash":return[2,4,6,4];case"dashdot":return[6,4,2,4];default:return e.split(" ").map(Number).filter(_.isInteger)}}i.resolve_line_dash=r;class u extends n.VisualProperties{get doit(){const e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.get_value(),alpha:this.line_alpha.get_value(),width:this.line_width.get_value(),join:this.line_join.get_value(),cap:this.line_cap.get_value(),dash:this.line_dash.get_value(),offset:this.line_dash_offset.get_value()}}set_value(e){const t=this.line_color.get_value(),i=this.line_alpha.get_value();e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.get_value(),e.lineJoin=this.line_join.get_value(),e.lineCap=this.line_cap.get_value(),e.lineDash=r(this.line_dash.get_value()),e.lineDashOffset=this.line_dash_offset.get_value()}}i.Line=u,u.__name__="Line";class c extends n.VisualUniforms{get doit(){const e=this.line_color.value,t=this.line_alpha.value,i=this.line_width.value;return!(0==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.value,alpha:this.line_alpha.value,width:this.line_width.value,join:this.line_join.value,cap:this.line_cap.value,dash:this.line_dash.value,offset:this.line_dash_offset.value}}set_value(e){const t=this.line_color.value,i=this.line_alpha.value;e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.value,e.lineJoin=this.line_join.value,e.lineCap=this.line_cap.value,e.lineDash=r(this.line_dash.value),e.lineDashOffset=this.line_dash_offset.value}}i.LineScalar=c,c.__name__="LineScalar";class d extends n.VisualUniforms{get doit(){const{line_color:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{line_alpha:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{line_width:i}=this;return!i.is_Scalar()||0!=i.value}apply(e,t){const{doit:i}=this;return i&&(this.set_vectorize(e,t),e.stroke()),i}values(e){return{color:this.line_color.get(e),alpha:this.line_alpha.get(e),width:this.line_width.get(e),join:this.line_join.get(e),cap:this.line_cap.get(e),dash:this.line_dash.get(e),offset:this.line_dash_offset.get(e)}}set_vectorize(e,t){const i=this.line_color.get(t),l=this.line_alpha.get(t),s=this.line_width.get(t),a=this.line_join.get(t),n=this.line_cap.get(t),h=this.line_dash.get(t),_=this.line_dash_offset.get(t);e.strokeStyle=(0,o.color2css)(i,l),e.lineWidth=s,e.lineJoin=a,e.lineCap=n,e.lineDash=r(h),e.lineDashOffset=_}}i.LineVector=d,d.__name__="LineVector",u.prototype.type="line",u.prototype.attrs=Object.keys(h.Line),c.prototype.type="line",c.prototype.attrs=Object.keys(h.LineScalar),d.prototype.type="line",d.prototype.attrs=Object.keys(h.LineVector)},
+function _(t,s,o,i,r){i();class e{constructor(t,s=""){this.obj=t,this.prefix=s;const o=this;this._props=[];for(const i of this.attrs){const r=t.model.properties[s+i];r.change.connect((()=>this.update())),o[i]=r,this._props.push(r)}}*[Symbol.iterator](){yield*this._props}update(){}}o.VisualProperties=e,e.__name__="VisualProperties";class p{constructor(t,s=""){this.obj=t,this.prefix=s;for(const o of this.attrs)Object.defineProperty(this,o,{get:()=>t[s+o]})}*[Symbol.iterator](){for(const t of this.attrs)yield this.obj.model.properties[this.prefix+t]}update(){}}o.VisualUniforms=p,p.__name__="VisualUniforms"},
+function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),"black"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,"bevel"],line_cap:[n.LineCap,"butt"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),"gray"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),"black"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),"#444444"],text_alpha:[i.Alpha,1],text_font:[o.Font,"helvetica"],text_font_size:[i.FontSize,"16px"],text_font_style:[n.FontStyle,"normal"],text_align:[n.TextAlign,"left"],text_baseline:[n.TextBaseline,"bottom"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,"black"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,"bevel"],line_cap:[o.LineCapScalar,"butt"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,"gray"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,"black"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,"#444444"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,"helvetica"],text_font_size:[o.FontSizeScalar,"16px"],text_font_style:[o.FontStyleScalar,"normal"],text_align:[o.TextAlignScalar,"left"],text_baseline:[o.TextBaselineScalar,"bottom"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,"black"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,"bevel"],line_cap:[o.LineCapSpec,"butt"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,"gray"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,"black"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,"#444444"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,"helvetica"],text_font_size:[o.FontSizeSpec,"16px"],text_font_style:[o.FontStyleSpec,"normal"],text_align:[o.TextAlignSpec,"left"],text_baseline:[o.TextBaselineSpec,"bottom"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},
+function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__="Fill";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__="FillScalar";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__="FillVector",c.prototype.type="fill",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type="fill",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type="fill",u.prototype.attrs=Object.keys(r.FillVector)},
+function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__="Text";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__="TextScalar";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__="TextVector",h.prototype.type="text",h.prototype.attrs=Object.keys(o.Text),x.prototype.type="text",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type="text",u.prototype.attrs=Object.keys(o.TextVector)},
+function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||" "==a||"blank"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:"transparent"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.Hatch=l,l.__name__="Hatch";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||" "==a||"blank"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:"transparent"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchScalar=o,o.__name__="HatchScalar";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(" "==t||"blank"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:"transparent"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return"repeat";switch(a.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchVector=u,u.__name__="HatchVector",l.prototype.type="hatch",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type="hatch",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type="hatch",u.prototype.attrs=Object.keys(_.HatchVector)},
+function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={" ":"blank",".":"dot",o:"ring","-":"horizontal_line","|":"vertical_line","+":"cross",'"':"horizontal_dash",":":"vertical_dash","@":"spiral","/":"right_diagonal_line","\\":"left_diagonal_line",x:"diagonal_cross",",":"right_diagonal_dash","`":"left_diagonal_dash",v:"horizontal_wave",">":"vertical_wave","*":"criss_cross"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap="square",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case"blank":break;case"dot":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case"ring":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case"horizontal_line":l(e,T,v);break;case"vertical_line":n(e,T,v);break;case"cross":l(e,T,v),n(e,T,v);break;case"horizontal_dash":l(e,v,v);break;case"vertical_dash":n(e,v,v);break;case"spiral":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case"right_diagonal_line":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case"left_diagonal_line":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case"diagonal_cross":t(e,T);break;case"right_diagonal_dash":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case"left_diagonal_dash":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case"horizontal_wave":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case"vertical_wave":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case"criss_cross":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},
+function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.logger.warn("WARNING: Document not defined for updating event callbacks")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(":");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of(0,l.entries)(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){(0,l.isEmpty)(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error("invalid selector")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error("found more than one object matching given selector")}}}s.Model=h,a=h,h.__name__="Model",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},
+function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__="CoordinateTransform";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([["default",this.x_source]])}get y_ranges(){return new Map([["default",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint="log");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__="CoordinateMapping",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__="CompositeScale",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},
+function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__="Scale",_.internal((({Ref:e})=>({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},
+function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__="Transform"},
+function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__="Range",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},
+function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if("auto"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__="Range1d",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},
+function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__="LinearScale"},
+function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__="ContinuousScale"},
+function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__="LogScale"},
+function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__="CategoricalScale"},
+function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?"auto":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),"log"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;"percent"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:"percent"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&("start"==this.follow?a=e+s*l:"end"==this.follow&&(e=a-s*l)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.entries(),i);let[o,r]=this._compute_range(l,_);null!=this._initial_start&&("log"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&("log"==this.scale_hint?this._initial_end>0&&(r=this._initial_end):r=this._initial_end);let h=!1;"auto"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=g,l=g,g.__name__="DataRange1d",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,"percent"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t("log","auto"),"auto"]})))},
+function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__="DataRange",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},
+function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if("x0"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if("x"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if("width"in t)if("left"in t)i=t.left,e=i+t.width;else if("right"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if("height"in t)if("top"in t)h=t.top,r=h+t.height;else if("bottom"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__="BBox"},
+function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r="auto"==n?e:n;return t.length>0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},
+function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if("percent"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),"auto"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__="FactorRange",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,"percent"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},
+function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;"data"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),"data"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__="ArrowView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__="Arrow",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({x_start:[u.XCoordinateSpec,{field:"x_start"}],y_start:[u.YCoordinateSpec,{field:"y_start"}],start_units:[d.SpatialUnits,"data"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:"x_end"}],y_end:[u.YCoordinateSpec,{field:"y_end"}],end_units:[d.SpatialUnits,"data"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},
+function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__="DataAnnotationView";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__="DataAnnotation",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},
+function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,"select"),this.inspect=new l.Signal(this,"inspect"),this.streaming=new l.Signal0(this,"streaming"),this.patching=new l.Signal(this,"patching")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n="data source has columns of inconsistent lengths";if(t)return c.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=w,i=w,w.__name__="ColumnarDataSource",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},
+function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__="DataSource",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},
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+function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__="ArrowHeadView";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__="ArrowHead",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__="OpenHeadView";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__="OpenHead",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__="NormalHeadView";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__="NormalHead",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:"black"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__="VeeHeadView";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__="VeeHead",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:"black"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__="TeeHeadView";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__="TeeHead",c.prototype.default_view=g,c.mixins(h.LineVector)},
+function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},
+function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__="BandView";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__="Band",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o="height"==t?s:i,r="height"==t?i:s,n="height"==t?e.bbox.yview:e.bbox.xview,p="height"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a="data"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_="data"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h="data"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]="height"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__="UpperLowerView";class d extends _.CoordinateSpec{get dimension(){return"width"==this.obj.dimension?"x":"y"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:"data"}}i.XOrYCoordinateSpec=d,d.__name__="XOrYCoordinateSpec";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__="UpperLower",n.define((()=>({dimension:[a.Dimension,"height"],lower:[d,{field:"lower"}],upper:[d,{field:"upper"}],base:[d,{field:"base"}]})))},
+function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:"data"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__="BoxAnnotationView";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__="BoxAnnotation",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,"data"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,"data"],left:[o(t),null],left_units:[c.SpatialUnits,"data"],right:[o(t),null],right_units:[c.SpatialUnits,"data"],render_mode:[c.RenderMode,"canvas"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker="auto"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter="auto"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,"major_label_",k.Text,!0),n=k.attrs_of(this.model,"major_tick_",k.Line,!0),a=k.attrs_of(this.model,"minor_tick_",k.Line,!0),r=k.attrs_of(this.model,"title_",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return"vertical"==t?(0,z.reversed)(e):e})(),[i,o]="vertical"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement("canvas");n.width=i,n.height=o;const a=n.getContext("2d"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return["end","start"];switch(t){case"top_left":return["start","start"];case"top":case"top_center":return["start","center"];case"top_right":return["start","end"];case"bottom_left":return["end","start"];case"bottom":case"bottom_center":return["end","center"];case"bottom_right":return["end","end"];case"left":case"center_left":return["center","start"];case"center":case"center_center":return["center","center"];case"right":case"center_right":return["center","end"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return"auto"==t?null!=this.panel?this.panel.is_horizontal?"horizontal":"vertical":"start"==r||"end"==r||"center"==r&&"center"==a?"vertical":"horizontal":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>"horizontal"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if("horizontal"==s){const{top:e,width:i,height:o}=t;if("end"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if("center"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if("end"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if("center"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x="max",y=void 0,k=void 0,z=void 0):"auto"==("horizontal"==s?e:i)?(x="fixed",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x="fit",y=void 0),"horizontal"==s){const t="auto"==e?void 0:e,o="auto"==i?25:i;w.set_sizing({width_policy:x,height_policy:"min",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"auto"==e?"fit":"fixed",height_policy:"fixed",width:t,height:o})}else{const t="auto"==e?25:e,o="auto"==i?void 0:i;w.set_sizing({width_policy:"min",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"fixed",height_policy:"auto"==i?"fit":"fixed",width:t,height:o})}c.set_sizing({width_policy:"fit",height_policy:"min"}),h.set_sizing({width_policy:"fit",height_policy:"min"}),u.set_sizing({width_policy:"min",height_policy:"fit"}),p.set_sizing({width_policy:"min",height_policy:"fit"});const{_title_view:S}=this;null!=S&&("horizontal"==s?(S.panel=new B.Panel("above"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel("left"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:"horizontal"==s?"below":"right",R=(()=>{switch(O){case"above":return c;case"below":return h;case"left":return u;case"right":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,"horizontal"==s?t.set_sizing({width_policy:"max",height_policy:"min"}):t.set_sizing({width_policy:"min",height_policy:"max"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,["children"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__="ColorBarView";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__="ColorBar",r.prototype.default_view=O,r.mixins([["major_label_",k.Text],["title_",k.Text],["major_tick_",k.Line],["minor_tick_",k.Line],["border_",k.Line],["bar_",k.Line],["background_",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),"top_right"],orientation:[a(y.Orientation,s),"auto"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),"auto"],height:[a(e,s),"auto"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),"auto"],formatter:[a(r(p.TickFormatter),s),"auto"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:"#ffffff",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:"11px",major_tick_line_color:"#ffffff",minor_tick_line_color:null,title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case"above":case"below":switch(this.model.vertical_align){case"top":s=l.top+e;break;case"middle":s=l.vcenter;break;case"bottom":s=l.bottom-e}switch(this.model.align){case"left":i=l.left+t;break;case"center":i=l.hcenter;break;case"right":i=l.right-t}break;case"left":switch(this.model.vertical_align){case"top":i=l.left+e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.right-e}switch(this.model.align){case"left":s=l.bottom-t;break;case"center":s=l.vcenter;break;case"right":s=l.top+t}break;case"right":switch(this.model.vertical_align){case"top":i=l.right-e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.left+e}switch(this.model.align){case"left":s=l.top+t;break;case"center":s=l.vcenter;break;case"right":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic("parallel");("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__="TitleView";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__="Title",a.prototype.default_view=_,a.mixins([h.Text,["border_",h.Line],["background_",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,""],vertical_align:[r.VerticalAlign,"bottom"],align:[r.TextAlign,"left"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:"13px",text_font_style:"bold",text_line_height:1,background_fill_color:null,border_line_color:null})},
+function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),"css"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),"css"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||"css"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position="absolute",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight="normal",n.style.whiteSpace="pre";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?"solid":"dashed",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__="TextAnnotationView";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__="TextAnnotation",n.define((()=>({render_mode:[r.RenderMode,"canvas"]})))},
+function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement("canvas").getContext("2d");let e="";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align="left",this._base_font_size=13,this._x_anchor="left",this._y_anchor="center"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return"ascent_descent"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__="GraphicsBox";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case"top":return"top";case"middle":return"center";case"bottom":return"bottom";default:return"baseline"}})()}infer_text_height(){if(this.text.includes("\n"))return"ascent_descent";{function t(t){for(const e of new Set(t))if(!("0"<=e&&e<="9"))switch(e){case",":case".":case"+":case"-":case"\u2212":case"e":continue;default:return!1}return!0}return t(this.text)?"cap":"ascent_descent"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case"x":case"x_descent":return t.x_height;case"cap":case"cap_descent":return t.cap_height;case"ascent":case"ascent_descent":return t.ascent}})(),n=(()=>{switch(s){case"x":case"cap":case"ascent":return 0;case"x_descent":case"cap_descent":case"ascent_descent":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split("\n").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=""==this.text,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u="%"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p="%"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case"left":return 0;case"center":return.5*i;case"right":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case"top":return 0;case"center":return.5*n;case"bottom":return n;case"baseline":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case"x":case"x_descent":return e.x_height;case"cap":case"cap_descent":return e.cap_height;case"ascent":case"ascent_descent":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split("\n").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p="%"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f="%"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if("justify"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(" "),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{switch(y){case"left":return 0;case"center":return.5*(g-l[e]);case"right":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__="TextBox";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:"left",sy:n,y_anchor:"bottom"},this.expo.position={sx:e.width,x_anchor:"left",sy:i,y_anchor:"bottom"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}}s.BaseExpo=u,u.__name__="BaseExpo";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__="GraphicsBoxes"},
+function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return"undefined"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext("2d")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement("canvas");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext("2d");return e=>{t.font=e;const n=t.measureText("M"),r=t.measureText("x"),l=t.measureText("\xc5\u015ag|"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext("2d");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText("M"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle="#f00",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle="#000";for(const t of"xa")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of"ASQ")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of"\xc5\u015agy")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText("M"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle="#f00",e.fillRect(0,0,u,i);e.font=a,e.fillStyle="#000",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{try{return o("normal 10px sans-serif"),o}catch(t){return u}})(),h=(()=>{try{return s("A","normal 10px sans-serif"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\s*(\d+(\.\d+)?)(\w+)\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},
+function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__="AffineTransform"},
+function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:"bottom",normal:"center",horizontal:"bottom",vertical:"center"},below:{parallel:"top",normal:"center",horizontal:"top",vertical:"center"},left:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"},right:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"}},g={above:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},below:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},left:{parallel:"center",normal:"right",horizontal:"right",vertical:"center"},right:{parallel:"center",normal:"left",horizontal:"left",vertical:"center"}},_={above:"right",below:"left",left:"right",right:"left"},b={above:"left",below:"right",left:"right",right:"left"};class z{constructor(t){this.side=t}get dimension(){return"above"==this.side||"below"==this.side?0:1}get normals(){switch(this.side){case"above":return[0,-1];case"below":return[0,1];case"left":return[-1,0];case"right":return[1,0]}}get orientation(){return this.is_horizontal?"horizontal":"vertical"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:"center",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__="Panel";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:"max",height_policy:"fixed"}):this.set_sizing({width_policy:"fixed",height_policy:"max"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__="SideLayout"},
+function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__="Sizeable",i.SizingPolicy=(0,n.Enum)("fixed","fit","min","max")},
+function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:"fit",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:"fit",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:"start",b=null!==(s=i.valign)&&void 0!==s?s:"start";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return"max"==this.sizing.width_policy}is_height_expanding(){return"max"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if("fixed"!=n&&"fixed"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else"fixed"==n?h=_(t/e):"fixed"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>"fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>"fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__="Layoutable";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case"fixed":return null!=h?h:0;case"min":return null!=h?l(i.width,h):0;case"fit":return null!=h?l(i.width,h):i.width;case"max":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case"fixed":return null!=t?t:0;case"min":return null!=t?l(i.height,t):0;case"fit":return null!=t?l(i.height,t):i.height;case"max":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__="LayoutItem";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case"fixed":return null!=this.sizing.width?this.sizing.width:t.width;case"min":return t.width;case"fit":return h.width;case"max":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case"fixed":return null!=this.sizing.height?this.sizing.height:t.height;case"min":return t.height;case"fit":return h.height;case"max":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__="ContentLayoutable"},
+function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint="log");const s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get("default")}get y_scale(){return this._y_scales.get("default")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__="CartesianFrame"},
+function _(i,s,x,A,o){A(),o("Axis",i(128).Axis),o("CategoricalAxis",i(140).CategoricalAxis),o("ContinuousAxis",i(143).ContinuousAxis),o("DatetimeAxis",i(144).DatetimeAxis),o("LinearAxis",i(145).LinearAxis),o("LogAxis",i(162).LogAxis),o("MercatorAxis",i(165).MercatorAxis)},
+function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic("parallel"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case"above":return[t.hcenter,t.bottom];case"below":return[t.hcenter,t.top];case"left":return[t.right,t.vcenter];case"right":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics("parallel"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic("parallel"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case"below":i=z(this.layout.bbox.top-t.bbox.bottom);break;case"above":i=z(this.layout.bbox.bottom-t.bbox.top);break;case"right":e=z(this.layout.bbox.left-t.bbox.right);break;case"left":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if("auto"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}const[,e]=this.ranges;switch(this.panel.side){case"left":case"below":return e.start;case"right":case"above":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__="AxisView";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__="Axis",l.prototype.default_view=M,l.mixins([["axis_",c.Line],["major_tick_",c.Line],["minor_tick_",c.Line],["major_label_",c.Text],["axis_label_",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),"auto"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),"horizontal"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.override({axis_line_color:"black",major_tick_line_color:"black",minor_tick_line_color:"black",major_label_text_font_size:"11px",major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label_text_font_size:"13px",axis_label_text_font_style:"italic"})},
+function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__="GuideRendererView";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__="GuideRenderer",s.override({level:"guide"})},
+function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__="Ticker"},
+function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__="TickFormatter"},
+function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__="LabelingPolicy";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__="AllLabels";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__="NoOverlap",c.define((({Number:e})=>({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction("indices","bboxes","distance",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__="CustomLabelingPolicy",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,""]})))},
+function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__="BaseTextView";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__="BaseText",_.define((({String:e})=>({text:[e]})))},
+function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:"$$",end:"$$",inline:!1},{start:"\\[",end:"\\]",inline:!1},{start:"\\(",end:"\\)",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},
+function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align="left",this._x_anchor="left",this._y_anchor="center",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return"ascent_descent"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),"not_started"==this.provider.status&&await this.provider.fetch(),"not_started"!=this.provider.status&&"loading"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),"loaded"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute("height"))||void 0===t?void 0:t.replace(/([A-z])/g,""))&&void 0!==e?e:"0"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute("width"))||void 0===s?void 0:s.replace(/([A-z])/g,""))&&void 0!==i?i:"0");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute("font",this.font),e.setAttribute("stroke",this.color);const s=e.outerHTML,i=new Blob([s],{type:"image/svg+xml"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||"failed"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__="MathTextView";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__="MathText";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__="AsciiView";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__="Ascii",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__="MathMLView";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__="MathML",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__="TeXView";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__="TeX",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},
+function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin="anonymous";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error("not loaded yet")}}t.ImageLoader=n,n.__name__="ImageLoader"},
+function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)"default"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,"ready"),this.status="not_started"}}a.MathJaxProvider=c,c.__name__="MathJaxProvider";class h extends c{get MathJax(){return null}async fetch(){this.status="failed"}}a.NoProvider=h,h.__name__="NoProvider";class l extends c{get MathJax(){return"undefined"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement("script");t.src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js",t.onload=()=>{this.status="loaded",this.ready.emit()},t.onerror=()=>{this.status="failed"},this.status="loading",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__="CDNProvider";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status="loading";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status="loaded",this.ready.emit()}catch(t){this.status="failed"}}}a.BundleProvider=_,_.__name__="BundleProvider",a.default_provider=new _},
+function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&"code"in r&&"MODULE_NOT_FOUND"===n.code)return null;throw n}var r}},
+function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__="PlainTextView";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__="PlainText",a.prototype.default_view=l},
+function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__="CategoricalAxisView";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__="CategoricalAxis",a.prototype.default_view=u,a.mixins([["separator_",p.Line],["group_",p.Text],["subgroup_",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),"parallel"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),"parallel"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.CategoricalTickFormatter,separator_line_color:"lightgrey",separator_line_width:2,group_text_font_style:"bold",group_text_font_size:"11px",group_text_color:"grey",subgroup_text_font_style:"bold",subgroup_text_font_size:"11px"})},
+function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__="CategoricalTicker"},
+function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__="CategoricalTickFormatter"},
+function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__="ContinuousAxisView";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__="ContinuousAxis"},
+function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__="DatetimeAxisView";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__="DatetimeAxis",s.prototype.default_view=c,s.override({ticker:()=>new _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},
+function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__="LinearAxisView";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__="LinearAxis",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},
+function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t="";for(const e of i)t+="-"==e?"\u2212":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n="auto"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__="BasicTickFormatter",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),"auto"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},
+function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__="BasicTicker"},
+function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__="AdaptiveTicker",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},
+function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__="ContinuousTicker",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},
+function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,"%Y %m %d %H %M %S").split(/\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)("$1%06d",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf("%")?t:(0,o.default)(s,t)}}const f=["microseconds","milliseconds","seconds","minsec","minutes","hourmin","hours","days","months","years"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return"microseconds";case!(e<1):return"milliseconds";case!(e<60):return t>=60?"minsec":"seconds";case!(e<3600):return t>=3600?"hourmin":"minutes";case!(e<86400):return"hours";case!(e<2678400):return"days";case!(e<31536e3):return"months";default:return"years"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push("ERR");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if(("minsec"==i||"hourmin"==i)&&!n){if("minsec"==i&&0==e[4]&&0!=e[5]||"hourmin"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,"");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return o}}e.DatetimeTickFormatter=_,r=_,_.__name__="DatetimeTickFormatter",r.define((({String:s,Array:t})=>({microseconds:[t(s),["%fus"]],milliseconds:[t(s),["%3Nms","%S.%3Ns"]],seconds:[t(s),["%Ss"]],minsec:[t(s),[":%M:%S"]],minutes:[t(s),[":%M","%Mm"]],hourmin:[t(s),["%H:%M"]],hours:[t(s),["%Hh","%H:%M"]],days:[t(s),["%m/%d","%a%d"]],months:[t(s),["%m/%Y","%b %Y"]],years:[t(s),["%Y"]]})))},
+function _(e,t,n,r,o){!function(e){"object"==typeof t&&t.exports?t.exports=e():"function"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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+function _(e,n,t,r,i){
+/*!
+     * numbro.js
+     * version : 1.6.2
+     * author : Företagsplatsen AB
+     * license : MIT
+     * http://www.foretagsplatsen.se
+     */
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Use `cultures` instead"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c="string"==typeof e?e:null},a.defaultFormat=function(e){s="string"==typeof e?e:"0.0"},a.defaultCurrencyFormat=function(e){"string"==typeof e?e:"0$"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if("string"!=typeof e&&(e+="",console.warn&&console.warn("Numbro.js: Value is not string. It has been co-erced to: ",e)),(e=e.trim()).match(/^\d+$/))return!0;if(""===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r="."===c.delimiters.thousands?"\\.":c.delimiters.thousands,(null===(s=e.match(/^[^\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+"{2}"),!e.match(/[^\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/):!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},
+function _(e,n,t,r,i){!function(){"use strict";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\x25]+/,modulo:/^\x25{2}/,placeholder:/^\x25(?:([1-9]\d*)\$|\(([^)]+)\))?(\+)?(0|'[^$])?(-)?(\d+)?(?:\.(\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\d]*)/i,key_access:/^\.([a-z_][a-z_\d]*)/i,index_access:/^\[(\d+)\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y="";for(s=0;s<g;s++)if("string"==typeof t[s])y+=t[s];else if("object"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property "%s" of undefined value "%s"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&"number"!=typeof i&&isNaN(i))throw new TypeError(n("[sprintf] expecting number but found %T",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case"b":i=parseInt(i,10).toString(2);break;case"c":i=String.fromCharCode(parseInt(i,10));break;case"d":case"i":i=parseInt(i,10);break;case"j":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case"e":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case"f":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case"g":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case"o":i=(parseInt(i,10)>>>0).toString(8);break;case"s":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case"t":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case"T":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case"u":i=parseInt(i,10)>>>0;break;case"v":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case"x":i=(parseInt(i,10)>>>0).toString(16);break;case"X":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f="":(f=u?"+":"-",i=i.toString().replace(e.sign,"")),c=o.pad_char?"0"===o.pad_char?"0":o.pad_char.charAt(1):" ",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):"",y+=o.align?f+i+p:"0"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push("%");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError("[sprintf] unexpected placeholder");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");for(o.push(c[1]);""!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error("[sprintf] mixing positional and named placeholders is not (yet) supported");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),"undefined"!=typeof window&&(window.sprintf=n,window.vsprintf=r,"function"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},
+function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__="DatetimeTicker",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},
+function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__="CompositeTicker",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},
+function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__="DaysTicker",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},
+function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__="SingleIntervalTicker",a.define((({Number:e})=>({interval:[e]})))},
+function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},
+function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__="MonthsTicker",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},
+function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__="YearsTicker"},
+function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__="LogAxisView";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__="LogAxis",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},
+function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:""});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__="LogTickFormatter",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},
+function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),n>0&&h.length>0){const t=e/n,o=(0,a.range)(0,n).map((o=>o*t));for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.range)(1,n+1).map((o=>o*t));for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:r.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,r=c,c.__name__="LogTicker",r.override({mantissas:[1,5]})},
+function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__="MercatorAxisView";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__="MercatorAxis",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:"lat"}),formatter:()=>new n.MercatorTickFormatter({dimension:"lat"})})},
+function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error("MercatorTickFormatter.dimension not configured");if(0==r.length)return[];const e=r.length,o=new Array(e);if("lon"==this.dimension)for(let n=0;n<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__="MercatorTickFormatter",i.define((({Nullable:r})=>({dimension:[r(s.LatLon),null]})))},
+function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),"lon"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__="MercatorTicker",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},
+function _(e,i,r,c,k){c(),k("AdaptiveTicker",e(148).AdaptiveTicker),k("BasicTicker",e(147).BasicTicker),k("CategoricalTicker",e(141).CategoricalTicker),k("CompositeTicker",e(156).CompositeTicker),k("ContinuousTicker",e(149).ContinuousTicker),k("DatetimeTicker",e(155).DatetimeTicker),k("DaysTicker",e(157).DaysTicker),k("FixedTicker",e(169).FixedTicker),k("LogTicker",e(164).LogTicker),k("MercatorTicker",e(167).MercatorTicker),k("MonthsTicker",e(160).MonthsTicker),k("SingleIntervalTicker",e(158).SingleIntervalTicker),k("Ticker",e(130).Ticker),k("YearsTicker",e(161).YearsTicker),k("BinnedTicker",e(170).BinnedTicker)},
+function _(r,t,e,i,n){var s;i();const _=r(149);class c extends _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__="FixedTicker",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},
+function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h="auto"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__="BinnedTicker",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},
+function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__="ScanningColorMapper"},
+function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__="ContinuousColorMapper",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},
+function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,"metrics_change")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__="ColorMapper",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,"gray"]})))},
+function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error("mapping single values is not supported")}}n.Mapper=t,t.__name__="Mapper"},
+function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:"grey"},line:{line_alpha:.3,line_color:"grey"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i="fill"in this.glyph.visuals,s="line"in this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h("auto"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,"auto");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__="GlyphRendererView";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__="GlyphRenderer",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),"auto"],selection_glyph:[i(s(r.Glyph),t,l),"auto"],muted_glyph:[i(s(r.Glyph),t,l),"auto"],muted:[e,!1]})))},
+function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__="DataRendererView";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__="DataRenderer",s.override({level:"glyph"})},
+function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;"v"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__="LineView";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__="Line",_.prototype.default_view=d,_.mixins(a.LineScalar)},
+function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__="XYGlyphView";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__="XYGlyph",a.define((({})=>({x:[c.XCoordinateSpec,{field:"x"}],y:[c.YCoordinateSpec,{field:"y"}]})))},
+function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case"center":case"center_center":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i="edge",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if("center"==i)for(let e=0;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case"point":if(null!=this._hit_point)return this._hit_point(e);break;case"span":if(null!=this._hit_span)return this._hit_span(e);break;case"rect":if(null!=this._hit_rect)return this._hit_rect(e);break;case"poly":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _="x"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n="x"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__="GlyphView";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__="Glyph"},
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+function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error("Data not yet indexed - call index.finish().");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__="_FlatBush";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__="SpatialIndex"},
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+function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;"point"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):"v"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},
+function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},
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+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__="HAreaView";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__="HArea",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:"x1"}],x2:[o.XCoordinateSpec,{field:"x2"}],y:[o.YCoordinateSpec,{field:"y"}]})))},
+function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__="AreaView";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__="Area",c.mixins([t.FillScalar,t.HatchScalar])},
+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__="VAreaView";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__="VArea",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:"x"}],y1:[o.YCoordinateSpec,{field:"y1"}],y2:[o.YCoordinateSpec,{field:"y2"}]})))},
+function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__="CDSView",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},
+function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__="Filter"},
+function _(t,r,a,e,c){e(),c("BasicTickFormatter",t(146).BasicTickFormatter),c("CategoricalTickFormatter",t(142).CategoricalTickFormatter),c("DatetimeTickFormatter",t(150).DatetimeTickFormatter),c("FuncTickFormatter",t(193).FuncTickFormatter),c("LogTickFormatter",t(163).LogTickFormatter),c("MercatorTickFormatter",t(166).MercatorTickFormatter),c("NumeralTickFormatter",t(194).NumeralTickFormatter),c("PrintfTickFormatter",t(195).PrintfTickFormatter),c("TickFormatter",t(131).TickFormatter)},
+function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function("tick","index","ticks",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__="FuncTickFormatter",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,""]})))},
+function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case"round":case"nearest":return Math.round;case"floor":case"rounddown":return Math.floor;case"ceil":case"roundup":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__="NumeralTickFormatter",a.define((({String:r})=>({format:[r,"0,0"],language:[r,"en"],rounding:[i.RoundingFunction,"round"]})))},
+function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__="PrintfTickFormatter",e.define((({String:t})=>({format:[t,"%s"]})))},
+function _(r,o,a,p,e){p(),e("CategoricalColorMapper",r(197).CategoricalColorMapper),e("CategoricalMarkerMapper",r(199).CategoricalMarkerMapper),e("CategoricalPatternMapper",r(200).CategoricalPatternMapper),e("ContinuousColorMapper",r(172).ContinuousColorMapper),e("ColorMapper",r(173).ColorMapper),e("LinearColorMapper",r(201).LinearColorMapper),e("LogColorMapper",r(202).LogColorMapper),e("ScanningColorMapper",r(171).ScanningColorMapper),e("EqHistColorMapper",r(203).EqHistColorMapper)},
+function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__="CategoricalColorMapper",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},
+function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},
+function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__="CategoricalMarkerMapper",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,"circle"]})))},
+function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__="CategoricalPatternMapper",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType," "]})))},
+function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__="LinearColorMapper"},
+function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__="LogColorMapper"},
+function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__="EqHistColorMapper",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},
+function _(a,e,l,c,n){c(),n("CategoricalScale",a(62).CategoricalScale),n("ContinuousScale",a(60).ContinuousScale),n("LinearScale",a(59).LinearScale),n("LinearInterpolationScale",a(205).LinearInterpolationScale),n("LogScale",a(61).LogScale),n("Scale",a(55).Scale)},
+function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error("not implemented")}get s_invert(){throw new Error("not implemented")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__="LinearInterpolationScale",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},
+function _(a,n,e,g,R){g(),R("DataRange",a(64).DataRange),R("DataRange1d",a(63).DataRange1d),R("FactorRange",a(67).FactorRange),R("Range",a(57).Range),R("Range1d",a(58).Range1d)},
+function _(a,o,i,t,e){t();var n=a(124);e("Sizeable",n.Sizeable),e("SizingPolicy",n.SizingPolicy);var c=a(125);e("Layoutable",c.Layoutable),e("LayoutItem",c.LayoutItem);var r=a(208);e("HStack",r.HStack),e("VStack",r.VStack);var l=a(209);e("Grid",l.Grid),e("Row",l.Row),e("Column",l.Column);var S=a(210);e("ContentBox",S.ContentBox),e("VariadicBox",S.VariadicBox)},
+function _(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__="Stack";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__="HStack";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__="VStack";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return"fixed"==e&&null!=h?h:n;switch(e){case"fixed":return null!=h?h:n;case"min":return n;case"fit":return null!=h?i(t.width,h):t.width;case"max":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return"fixed"==h&&null!=e?e:o;switch(h){case"fixed":return null!=e?e:o;case"min":return o;case"fit":return null!=e?i(t.height,e):t.height;case"max":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case"start_start":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case"start_center":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case"start_end":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case"center_start":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case"center_center":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case"center_end":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case"end_start":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case"end_center":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case"end_end":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__="NodeLayout"},
+function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__="DefaultMap";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__="Container";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows="auto",this.cols="auto",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if("fixed"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if("fixed"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s<n;s++){const e=(()=>{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows["*"]:this.rows;return null==i?{policy:"auto"}:(0,r.isNumber)(i)?{policy:"fixed",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:"auto";if("fixed"==e.policy)h[s]={policy:"fixed",height:e.height,align:n};else if("min"==e.policy)h[s]={policy:"min",align:n};else if("fit"==e.policy||"max"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if("auto"!=e.policy)throw new Error("unrechable");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:"max",flex:1,align:n}:h[s]={policy:"min",align:n}}}const a=new Array(l);for(let t=0;t<l;t++){const i=(()=>{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols["*"]:this.cols;return null==s?{policy:"auto"}:(0,r.isNumber)(s)?{policy:"fixed",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:"auto";if("fixed"==i.policy)a[t]={policy:"fixed",width:i.width,align:n};else if("min"==i.policy)a[t]={policy:"min",align:n};else if("fit"==i.policy||"max"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if("auto"!=i.policy)throw new Error("unrechable");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:"max",flex:1,align:n}:a[t]={policy:"min",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t<s;t++){const i=o[t];c[t]="fixed"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]="fixed"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];"fixed"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];"fixed"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:"fixed"==n.policy?n.width:1/0,height:"fixed"==s.policy?s.height:1/0}}));let h;h="fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t<i;t++){const i=e[t];"fit"==i.policy||"max"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if("fit"==i.policy||"max"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){"fixed"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if("fixed"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?i:e,t--}}}c="fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t<s;t++){const i=o[t];"fit"==i.policy||"max"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if("fit"==i.policy||"max"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){"fixed"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if("fixed"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&"auto"!=_[i].align?_[i].align:a.halign,y=t==s&&"auto"!=f[t].align?f[t].align:a.valign;let x=_[i].left;"start"==m?x+=a.margin.left:"center"==m?x+=g((u-p)/2):"end"==m&&(x+=u-a.margin.right-p);let b=f[t].top;"start"==y?b+=a.margin.top:"center"==y?b+=g((w-d)/2):"end"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__="Grid";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows="fit"}}s.Row=d,d.__name__="Row";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols="fit"}}s.Column=u,u.__name__="Column"},
+function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__="ContentBox";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__="VariadicBox";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__="CachedVariadicBox"},
+function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:"fixed"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:"fixed"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return"fixed"!=t&&"fixed"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__="BorderLayout"},
+function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o="data"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a="data"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__="LabelView";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__="Label",o.prototype.default_view=c,o.mixins([u.Text,["border_",u.Line],["background_",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,"data"],y:[t],y_units:[d.SpatialUnits,"data"],text:[e,""],angle:[i,0],angle_units:[d.AngleUnits,"rad"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),"css"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:"none"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){"css"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx="data"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy="data"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t="canvas"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position="absolute",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight="normal",a.style.whiteSpace="pre";const[r,n]=(()=>{switch(this.visuals.text.text_align.get(e)){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?"solid":"dashed",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__="LabelSetView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__="LabelSet",a.prototype.default_view=v,a.mixins([n.TextVector,["border_",n.LineVector],["background_",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:"x"}],y:[h.YCoordinateSpec,{field:"y"}],x_units:[d.SpatialUnits,"data"],y_units:[d.SpatialUnits,"data"],text:[h.StringSpec,{field:"text"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,"canvas"]}))),a.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return"none"==this.model.click_policy?null:"pointer"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if("vertical"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case"top_left":y=p.start+h,k=w.start+h;break;case"top":case"top_center":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case"top_right":y=p.end-h-c,k=w.start+h;break;case"bottom_right":y=p.end-h-c,k=w.end-h-d;break;case"bottom":case"bottom_center":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case"bottom_left":y=p.start+h,k=w.end-h-d;break;case"left":case"center_left":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case"center":case"center_center":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case"right":case"center_right":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_="vertical"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case"hide":for(const t of r.renderers)t.visible=!t.visible;break;case"mute":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _="vertical"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case"none":return!0;case"hide":return(0,b.every)(r.renderers,(t=>t.visible));case"mute":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__="LegendView";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,"item_change")}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=p,o=p,p.__name__="Legend",o.prototype.default_view=x,o.mixins([["label_",r.Text],["title_",r.Text],["inactive_",r.Fill],["border_",r.Line],["background_",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,"vertical"],location:[s(_.LegendLocation,l(t,t)),"top_right"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,"none"]}))),o.override({border_line_color:"#e5e5e5",border_line_alpha:.5,border_line_width:1,background_fill_color:"#ffffff",background_fill_alpha:.95,inactive_fill_color:"white",inactive_fill_alpha:.7,label_text_font_size:"13px",label_text_baseline:"middle",title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!(0,f.includes)(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||c.logger.error("Non matching data sources on legend item renderers");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return["No source found"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):["Invalid field"]}}return[]}}l.LegendItem=h,s=h,h.__name__="LegendItem",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},
+function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&"value"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&"field"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&"expr"in i}},
+function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:"data"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__="PolyAnnotationView";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__="PolyAnnotation",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({xs:[n(t),[]],xs_units:[r.SpatialUnits,"data"],ys:[n(t),[]],ys_units:[r.SpatialUnits,"data"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__="SlopeView";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__="Slope",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:"black"})},
+function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>"data"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;"width"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),"width"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__="SpanView";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__="Span",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,"canvas"],location:[t(e),null],location_units:[c.SpatialUnits,"data"],dimension:[c.Dimension,"width"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:"black"})},
+function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position="absolute",this.el.style.overflow="hidden",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__="ToolbarPanelView";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__="ToolbarPanel",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},
+function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(t){switch(t){case"tap":return"active_tap";case"pan":return"active_drag";case"pinch":case"scroll":return"active_scroll";case"multi":return"active_multi"}return null}function h(t){return"tap"==t||"pan"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),"auto"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];"auto"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__="Toolbar",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),"auto"],active_inspect:[t(e(s.Inspection),i,o),"auto"],active_scroll:[t(e(s.Scroll),i,o),"auto"],active_tap:[t(e(s.Tap),i,o),"auto"],active_multi:[t(e(_.GestureTool),i,o),"auto"]})))},
+function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__="ToolView";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;"width"==i||"both"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return"height"==i||"both"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(", ")}`)}}}n.Tool=_,i=_,_.__name__="Tool",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},
+function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__="GestureToolView";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__="GestureTool"},
+function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o="left"==e||"above"==e,s=this.parent.model.horizontal?"vertical":"horizontal";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:"auto",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on("tap",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on("press",(()=>this._pressed())),this.el.addEventListener("keydown",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,"data:image")?this.el.style.backgroundImage=`url("${t}")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case"right":return{left_of:this.el};case"left":return{right_of:this.el};case"above":return{below:this.el};case"below":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__="ButtonToolButtonView";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__="ButtonToolView";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:"both"==t?o:`${o} (${"width"==t?"x":"y"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__="ButtonTool",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},
+function _(t,e,i,n,r){
+/*! Hammer.JS - v2.0.7 - 2016-04-22
+     * http://hammerjs.github.io/
+     *
+     * Copyright (c) 2016 Jorik Tangelder;
+     * Licensed under the MIT license */
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t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(" "))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct["pan-y"],o=C(n,At)&&!Ct["pan-x"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?"cancel":8&t?"end":4&t?"move":2&t?"start":""}function xt(t){return 16==t?"down":8==t?"up":2==t?"left":4==t?"right":""}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,"recognizeWith",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,"dropRecognizeWith",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,"requireFailure",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,"dropRequireFailure",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:"pan",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?"in":"out";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:"press",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime>e.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:"swipe",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION="2.0.7",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},["rotate"]],[Xt,{direction:6}],[Rt,{direction:6},["swipe"]],[Yt],[Yt,{event:"doubletap",taps:2},["tap"]],[zt]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||""})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,"add",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,"remove",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent("Event");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:"undefined"!=typeof self?self:{}).Hammer=Ft,"function"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},
+function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__="DOMView",_.tag_name="div"},
+function _(o,t,b,r,e){r(),b.root="bk-root",b.toolbar_hidden="bk-toolbar-hidden",b.toolbar="bk-toolbar",b.logo="bk-logo",b.above="bk-above",b.below="bk-below",b.left="bk-left",b.right="bk-right",b.toolbar_button="bk-toolbar-button",b.tool_overflow="bk-tool-overflow",b.active="bk-active",b.divider="bk-divider",b.horizontal="bk-horizontal",b.vertical="bk-vertical",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:" ";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},
+function _(A,g,o,C,l){C(),o.root="bk-root",o.tool_icon_copy_to_clipboard="bk-tool-icon-copy-to-clipboard",o.tool_icon_replace_mode="bk-tool-icon-replace-mode",o.tool_icon_append_mode="bk-tool-icon-append-mode",o.tool_icon_intersect_mode="bk-tool-icon-intersect-mode",o.tool_icon_subtract_mode="bk-tool-icon-subtract-mode",o.tool_icon_clear_selection="bk-tool-icon-clear-selection",o.tool_icon_box_select="bk-tool-icon-box-select",o.tool_icon_box_zoom="bk-tool-icon-box-zoom",o.tool_icon_zoom_in="bk-tool-icon-zoom-in",o.tool_icon_zoom_out="bk-tool-icon-zoom-out",o.tool_icon_help="bk-tool-icon-help",o.tool_icon_hover="bk-tool-icon-hover",o.tool_icon_crosshair="bk-tool-icon-crosshair",o.tool_icon_lasso_select="bk-tool-icon-lasso-select",o.tool_icon_pan="bk-tool-icon-pan",o.tool_icon_xpan="bk-tool-icon-xpan",o.tool_icon_ypan="bk-tool-icon-ypan",o.tool_icon_range="bk-tool-icon-range",o.tool_icon_polygon_select="bk-tool-icon-polygon-select",o.tool_icon_redo="bk-tool-icon-redo",o.tool_icon_reset="bk-tool-icon-reset",o.tool_icon_save="bk-tool-icon-save",o.tool_icon_tap_select="bk-tool-icon-tap-select",o.tool_icon_undo="bk-tool-icon-undo",o.tool_icon_wheel_pan="bk-tool-icon-wheel-pan",o.tool_icon_wheel_zoom="bk-tool-icon-wheel-zoom",o.tool_icon_box_edit="bk-tool-icon-box-edit",o.tool_icon_freehand_draw="bk-tool-icon-freehand-draw",o.tool_icon_poly_draw="bk-tool-icon-poly-draw",o.tool_icon_point_draw="bk-tool-icon-point-draw",o.tool_icon_poly_edit="bk-tool-icon-poly-edit",o.tool_icon_line_edit="bk-tool-icon-line-edit",o.default='.bk-root 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+function _(o,t,e,r,b){r(),e.root="bk-root",e.menu_icon="bk-menu-icon",e.context_menu="bk-context-menu",e.horizontal="bk-horizontal",e.vertical="bk-vertical",e.divider="bk-divider",e.active="bk-active",e.menu="bk-menu",e.above="bk-above",e.below="bk-below",e.caret="bk-caret",e.down="bk-down",e.up="bk-up",e.left="bk-left",e.right="bk-right",e.default=".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}"},
+function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:"vertical",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener("mousedown",this._on_mousedown),document.addEventListener("keydown",this._on_keydown),window.addEventListener("blur",this._on_blur)}_unlisten(){document.removeEventListener("mousedown",this._on_mousedown),document.removeEventListener("keydown",this._on_keydown),window.removeEventListener("blur",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if("left_of"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if("right_of"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if("below"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if("above"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+"px":"",this.el.style.top=null!=i.top?i.top-n.top+"px":"",this.el.style.right=null!=i.right?n.right-i.right+"px":"",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+"px":""}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add("bk-context-menu",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:["bk-menu-icon",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?"bk-active":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener("click",(()=>{this._item_click(i)})),e.addEventListener("keydown",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__="ContextMenu"},
+function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__="OnOffButtonView"},
+function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__="InspectToolView";class a extends l.ButtonTool{constructor(e){super(e),this.event_type="move"}}t.InspectTool=a,c=a,a.__name__="InspectTool",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},
+function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__="ToolbarViewModel",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o="left"==t||"above"==t,e=this.model.horizontal?"vertical":"horizontal";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.remove_views)(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await(0,h.build_views)(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e="grey"===this.model.logo?M.grey:null,l=(0,c.a)({href:"https://bokeh.org/",target:"_blank",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?"\u22ee":"\u22ef"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case"right":return{left_of:h};case"left":return{right_of:h};case"above":return{below:h};case"below":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener("click",(()=>{_()})),h.addEventListener("keydown",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e="png"==t?"canvas":"svg",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__="ToolbarBaseView";class A extends m.Model{constructor(t){super(t)}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.every)(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return"above"===this.toolbar_location||"below"===this.toolbar_location}get vertical(){return"left"===this.toolbar_location||"right"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__="ToolbarBase",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),"normal"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,"right"]}}))},
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+function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,"lineDash",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case"webgl":case"canvas":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext("2d");if(null==t)throw new Error("unable to obtain 2D rendering context");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case"svg":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),"image/png")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:"image/svg+xml"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__="CanvasLayer"},
+function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:"start",right:"end",center:"middle",start:"start",end:"end"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:"alphabetic",hanging:"hanging",top:"text-before-edge",bottom:"text-after-edge",middle:"central"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(",");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return 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HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement("image");if(e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement("canvas");e.width=r,e.height=n;e.getContext("2d").drawImage(t,a,o,l,h,0,0,r,n),t=e}this._apply_transform(e,c);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute("src");if(e.setAttribute("href",i),null!=this._clip_path){const t=this.__createElement("g");t.setAttribute("clip-path",this._clip_path),t.appendChild(e),_.appendChild(t)}else _.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement("image");e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`);const 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if(t instanceof f){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error("unsupported");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}return new m(i,this)}getLineDash(){const{lineDash:t}=this;return(0,a.isString)(t)?t.split(",").map((t=>parseInt(t))):null==t?[]:t}setLineDash(t){t&&t.length>0?this.lineDash=t.join(","):this.lineDash=null}_to_number(t){return(0,a.isNumber)(t)?t:t.baseVal.value}getTransform(){return this._transform.to_DOMMatrix()}setTransform(...t){let e;e=(0,a.isNumber)(t[0])?new DOMMatrix(t):t[0]instanceof DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error("not implemented")}isPointInStroke(...t){throw new Error("not implemented")}createImageData(...t){throw new Error("not implemented")}getImageData(t,e,i,s){throw new Error("not implemented")}putImageData(...t){throw new Error("not implemented")}drawFocusIfNeeded(...t){throw new Error("not implemented")}scrollPathIntoView(...t){throw new Error("not implemented")}}i.SVGRenderingContext2D=f,f.__name__="SVGRenderingContext2D",f.__random=o.random},
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+function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__="ActionToolButtonView";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__="ActionToolView";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,"do")}}n.ActionTool=d,d.__name__="ActionTool"},
+function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__="HelpToolView";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name="Help",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__="HelpTool",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html"]}))),s.override({description:"Click the question mark to learn more about Bokeh plot tools."}),s.register_alias("help",(()=>new _))},
+function _(o,l,g,A,r){A(),g.root="bk-root",g.logo="bk-logo",g.grey="bk-grey",g.logo_small="bk-logo-small",g.logo_notebook="bk-logo-notebook",g.default=".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,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);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}"},
+function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle("bk-tooltip-custom",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case"horizontal":return t<e.hcenter?"right":"left";case"vertical":return s<e.vcenter?"below":"above";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case"right":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case"left":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case"below":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case"above":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:"auto",this.el.style.right=null!=n?`${n}px`:"auto"}}s.TooltipView=p,p.__name__="TooltipView";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__="Tooltip",n.prototype.default_view=p,n.define((({Boolean:e})=>({attachment:[h.TooltipAttachment,"horizontal"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:"overlay"})},
+function _(o,t,r,e,l){e(),r.root="bk-root",r.tooltip="bk-tooltip",r.left="bk-left",r.tooltip_arrow="bk-tooltip-arrow",r.right="bk-right",r.above="bk-above",r.below="bk-below",r.tooltip_row_label="bk-tooltip-row-label",r.tooltip_row_value="bk-tooltip-row-value",r.tooltip_color_block="bk-tooltip-color-block",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},
+function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t="height"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__="WhiskerView";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__="Whisker",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable:t})=>({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:"underlay"})},
+function _(n,o,t,u,e){u(),e("CustomJS",n(245).CustomJS),e("OpenURL",n(247).OpenURL)},
+function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,"cb_obj","cb_data",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__="CustomJS",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,""]})))},
+function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__="Callback"},
+function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error("HTML output is not supported in this context");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__="OpenURL",s.define((({Boolean:e,String:t})=>({url:[t,"http://"],same_tab:[e,!1]})))},
+function _(a,n,i,e,r){e(),r("Canvas",a(249).Canvas),r("CartesianFrame",a(126).CartesianFrame),r("CoordinateMapping",a(54).CoordinateMapping)},
+function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)"default"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement("canvas"),i=t.getContext("webgl",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace("WebGL is supported, but not the required extensions")}else _.logger.trace("WebGL is supported, but bokehjs(.min).js bundle is not available")}else _.logger.trace("WebGL is not supported");return null}()})(),m={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:"bk-canvas-events",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),"webgl"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error("webgl is not available")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug("Blitting WebGL canvas"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__="CanvasView";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__="Canvas",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,"canvas"]})))},
+function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,"pan:start"),this.pan=new _.Signal(this,"pan"),this.pan_end=new _.Signal(this,"pan:end"),this.pinch_start=new _.Signal(this,"pinch:start"),this.pinch=new _.Signal(this,"pinch"),this.pinch_end=new _.Signal(this,"pinch:end"),this.rotate_start=new _.Signal(this,"rotate:start"),this.rotate=new _.Signal(this,"rotate"),this.rotate_end=new _.Signal(this,"rotate:end"),this.tap=new _.Signal(this,"tap"),this.doubletap=new _.Signal(this,"doubletap"),this.press=new _.Signal(this,"press"),this.pressup=new _.Signal(this,"pressup"),this.move_enter=new _.Signal(this,"move:enter"),this.move=new _.Signal(this,"move"),this.move_exit=new _.Signal(this,"move:exit"),this.scroll=new _.Signal(this,"scroll"),this.keydown=new _.Signal(this,"keydown"),this.keyup=new _.Signal(this,"keyup"),this.hammer=new a.default(this.hit_area,{touchAction:"auto",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener("mousemove",(t=>this._mouse_move(t))),this.hit_area.addEventListener("mouseenter",(t=>this._mouse_enter(t))),this.hit_area.addEventListener("mouseleave",(t=>this._mouse_exit(t))),this.hit_area.addEventListener("contextmenu",(t=>this._context_menu(t))),this.hit_area.addEventListener("wheel",(t=>this._mouse_wheel(t))),document.addEventListener("keydown",this),document.addEventListener("keyup",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener("keydown",this),document.removeEventListener("keyup",this)}handleEvent(t){"keydown"==t.type?this._key_down(t):"keyup"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",(t=>this._doubletap(t))),this.hammer.on("tap",(t=>this._tap(t))),this.hammer.on("press",(t=>this._press(t))),this.hammer.on("pressup",(t=>this._pressup(t))),this.hammer.get("pan").set({direction:a.default.DIRECTION_ALL}),this.hammer.on("panstart",(t=>this._pan_start(t))),this.hammer.on("pan",(t=>this._pan(t))),this.hammer.on("panend",(t=>this._pan_end(t))),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",(t=>this._pinch_start(t))),this.hammer.on("pinch",(t=>this._pinch(t))),this.hammer.on("pinchend",(t=>this._pinch_end(t))),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",(t=>this._rotate_start(t))),this.hammer.on("rotate",(t=>this._rotate(t))),this.hammer.on("rotateend",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case"pan":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case"pinch":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case"rotate":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case"move":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case"tap":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case"press":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case"scroll":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&"pinch"==e&&(h.logger.debug("Registering scroll on touch screen"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t="default"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if("panstart"==e.type||"pan"==e.type||"panend"==e.type){let n;if("panstart"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):"pan"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:"panend"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("pinchstart"==e.type||"pinch"==e.type||"pinchend"==e.type){let n;if("pinchstart"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):"pinch"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:"pinchend"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("rotatestart"==e.type||"rotate"==e.type||"rotateend"==e.type){let n;if("rotatestart"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):"rotate"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:"rotateend"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("mouseenter"==e.type||"mousemove"==e.type||"mouseleave"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&("mouseleave"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:"mouseleave",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&("mouseenter"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:"mouseenter",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&"mousemove"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(":")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case"move":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a="default";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a="crosshair")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case"tap":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case"doubletap":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case"scroll":{const t=_[v.is_mobile?"pinch":"scroll"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case"pan":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case"wheel":return new l.MouseWheel(s,n,i,r,e.delta);case"mousemove":return new l.MouseMove(s,n,i,r);case"mouseenter":return new l.MouseEnter(s,n,i,r);case"mouseleave":return new l.MouseLeave(s,n,i,r);case"tap":return new l.Tap(s,n,i,r);case"doubletap":return new l.DoubleTap(s,n,i,r);case"press":return new l.Press(s,n,i,r);case"pressup":return new l.PressUp(s,n,i,r);case"pan":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case"panstart":return new l.PanStart(s,n,i,r);case"panend":return new l.PanEnd(s,n,i,r);case"pinch":return new l.Pinch(s,n,i,r,e.scale);case"pinchstart":return new l.PinchStart(s,n,i,r);case"pinchend":return new l.PinchEnd(s,n,i,r);case"rotate":return new l.Rotate(s,n,i,r,e.rotation);case"rotatestart":return new l.RotateStart(s,n,i,r);case"rotateend":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return"undefined"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__="UIEventBus"},
+function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if("object"==typeof Reflect&&"function"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__="BokehEvent";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__="ModelEvent";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__="DocumentReady",s.DocumentReady=l=a([o("document_ready")],l);let i=class extends c{};s.ButtonClick=i,i.__name__="ButtonClick",s.ButtonClick=i=a([o("button_click")],i);let u=class extends c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__="MenuItemClick",s.MenuItemClick=u=a([o("menu_item_click")],u);class d extends c{}s.UIEvent=d,d.__name__="UIEvent";let m=class extends d{};s.LODStart=m,m.__name__="LODStart",s.LODStart=m=a([o("lodstart")],m);let h=class extends d{};s.LODEnd=h,h.__name__="LODEnd",s.LODEnd=h=a([o("lodend")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__="RangesUpdate",s.RangesUpdate=p=a([o("rangesupdate")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__="SelectionGeometry",s.SelectionGeometry=x=a([o("selectiongeometry")],x);let j=class extends d{};s.Reset=j,j.__name__="Reset",s.Reset=j=a([o("reset")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__="PointEvent";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,n),this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=g,g.__name__="Pan",s.Pan=g=a([o("pan")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__="Pinch",s.Pinch=P=a([o("pinch")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__="Rotate",s.Rotate=O=a([o("rotate")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__="MouseWheel",s.MouseWheel=b=a([o("wheel")],b);let v=class extends y{};s.MouseMove=v,v.__name__="MouseMove",s.MouseMove=v=a([o("mousemove")],v);let E=class extends y{};s.MouseEnter=E,E.__name__="MouseEnter",s.MouseEnter=E=a([o("mouseenter")],E);let R=class extends y{};s.MouseLeave=R,R.__name__="MouseLeave",s.MouseLeave=R=a([o("mouseleave")],R);let M=class extends y{};s.Tap=M,M.__name__="Tap",s.Tap=M=a([o("tap")],M);let f=class extends y{};s.DoubleTap=f,f.__name__="DoubleTap",s.DoubleTap=f=a([o("doubletap")],f);let S=class extends y{};s.Press=S,S.__name__="Press",s.Press=S=a([o("press")],S);let D=class extends y{};s.PressUp=D,D.__name__="PressUp",s.PressUp=D=a([o("pressup")],D);let k=class extends y{};s.PanStart=k,k.__name__="PanStart",s.PanStart=k=a([o("panstart")],k);let L=class extends y{};s.PanEnd=L,L.__name__="PanEnd",s.PanEnd=L=a([o("panend")],L);let U=class extends y{};s.PinchStart=U,U.__name__="PinchStart",s.PinchStart=U=a([o("pinchstart")],U);let C=class extends y{};s.PinchEnd=C,C.__name__="PinchEnd",s.PinchEnd=C=a([o("pinchend")],C);let T=class extends y{};s.RotateStart=T,T.__name__="RotateStart",s.RotateStart=T=a([o("rotatestart")],T);let B=class extends y{};s.RotateEnd=B,B.__name__="RotateEnd",s.RotateEnd=B=a([o("rotateend")],B)},
+function _(t,e,n,l,o){
+/*!
+     * jQuery Mousewheel 3.1.13
+     *
+     * Copyright jQuery Foundation and other contributors
+     * Released under the MIT license
+     * http://jquery.org/license
+     */
+function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},
+function _(m,o,n,r,a){r(),a("Expression",m(254).Expression),a("CustomJSExpr",m(255).CustomJSExpr),a("Stack",m(256).Stack),a("CumSum",m(257).CumSum),a("ScalarExpression",m(254).ScalarExpression),a("Minimum",m(258).Minimum),a("Maximum",m(259).Maximum);var s=m(260);a("XComponent",s.XComponent),a("YComponent",s.YComponent),a("PolarTransform",m(261).PolarTransform)},
+function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__="Expression";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__="ScalarExpression"},
+function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__="CustomJSExpr",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__="Stack",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},
+function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__="CumSum",i.define((({Boolean:e,String:n})=>({field:[n],include_zero:[e,!1]})))},
+function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__="Minimum",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},
+function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__="Maximum",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},
+function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__="CoordinateTransform";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__="XYComponent",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__="XComponent";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__="YComponent"},
+function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e="anticlock"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__="PolarTransform",a.define((({})=>({radius:[l.DistanceSpec,{field:"radius"}],angle:[l.AngleSpec,{field:"angle"}],direction:[c.Direction,"anticlock"]})))},
+function _(e,t,l,r,i){r(),i("BooleanFilter",e(263).BooleanFilter),i("CustomJSFilter",e(264).CustomJSFilter),i("Filter",e(191).Filter),i("GroupFilter",e(265).GroupFilter),i("IndexFilter",e(266).IndexFilter)},
+function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__="BooleanFilter",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},
+function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,"source",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__="CustomJSFilter",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,""]})))},
+function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__="GroupFilter",u.define((({String:n})=>({column_name:[n],group:[n]})))},
+function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__="IndexFilter",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},
+function _(e,a,l,i,t){i(),t("AnnularWedge",e(268).AnnularWedge),t("Annulus",e(269).Annulus),t("Arc",e(270).Arc),t("Bezier",e(271).Bezier),t("Circle",e(272).Circle),t("Ellipse",e(273).Ellipse),t("EllipseOval",e(274).EllipseOval),t("Glyph",e(179).Glyph),t("HArea",e(187).HArea),t("HBar",e(276).HBar),t("HexTile",e(278).HexTile),t("Image",e(279).Image),t("ImageRGBA",e(281).ImageRGBA),t("ImageURL",e(282).ImageURL),t("Line",e(177).Line),t("MultiLine",e(283).MultiLine),t("MultiPolygons",e(284).MultiPolygons),t("Oval",e(285).Oval),t("Patch",e(186).Patch),t("Patches",e(286).Patches),t("Quad",e(287).Quad),t("Quadratic",e(288).Quadratic),t("Ray",e(289).Ray),t("Rect",e(290).Rect),t("Scatter",e(291).Scatter),t("Segment",e(294).Segment),t("Spline",e(295).Spline),t("Step",e(297).Step),t("Text",e(298).Text),t("VArea",e(189).VArea),t("VBar",e(299).VBar),t("Wedge",e(300).Wedge)},
+function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,u.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x="anticlock"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__="AnnularWedgeView";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__="AnnularWedge",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,"anticlock"],inner_radius:[c.DistanceSpec,{field:"inner_radius"}],outer_radius:[c.DistanceSpec,{field:"outer_radius"}],start_angle:[c.AngleSpec,{field:"start_angle"}],end_angle:[c.AngleSpec,{field:"end_angle"}]})))},
+function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,o.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if("data"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__="AnnulusView";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__="Annulus",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:"inner_radius"}],outer_radius:[d.DistanceSpec,{field:"outer_radius"}]})))},
+function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d="anticlock"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__="ArcView";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__="Arc",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[u.DistanceSpec,{field:"radius"}],start_angle:[u.AngleSpec,{field:"start_angle"}],end_angle:[u.AngleSpec,{field:"end_angle"}]})))},
+function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__="BezierView";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__="Bezier",c.prototype.default_view=y,c.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx0:[l.XCoordinateSpec,{field:"cx0"}],cy0:[l.YCoordinateSpec,{field:"cy0"}],cx1:[l.XCoordinateSpec,{field:"cx1"}],cy1:[l.YCoordinateSpec,{field:"cy1"}]}))),c.mixins(r.LineVector)},
+function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure("max_size",{value:i})}_map_data(){if(this.use_radius)if("data"==this.model.properties.radius.units)switch(this.model.radius_dimension){case"x":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case"y":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case"max":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case"min":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&"data"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&"data"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&"data"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if("h"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&"data"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&"data"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__="CircleView";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__="Circle",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number:s})=>({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,"x"],hit_dilation:[s,1]})))},
+function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__="EllipseView";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__="Ellipse",p.prototype.default_view=a},
+function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){"data"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"):this.sw=(0,l.to_screen)(this.width),"data"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);"data"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),"data"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__="EllipseOvalView";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__="EllipseOval"},
+function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return"data"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return"data"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__="CenterRotatableView";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__="CenterRotatable",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:"width"}],height:[_.DistanceSpec,{field:"height"}]})))},
+function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__="HBarView";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__="HBar",a.prototype.default_view=l,a.define((({})=>({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:"y"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:"right"}]})))},
+function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case"top_left":return{x:r,y:n};case"top":case"top_center":return{x:(r+i)/2,y:n};case"top_right":return{x:i,y:n};case"bottom_left":return{x:r,y:a};case"bottom":case"bottom_center":return{x:(r+i)/2,y:a};case"bottom_right":return{x:i,y:a};case"left":case"center_left":return{x:r,y:(n+a)/2};case"center":case"center_center":return{x:(r+i)/2,y:(n+a)/2};case"right":case"center_right":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if("v"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__="BoxView";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__="Box",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},
+function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{HexTileGL:s}=await Promise.resolve().then((()=>(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if("pointytop"==e)for(let e=0;e<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;"flattop"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if("pointytop"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if("v"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__="HexTileView";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__="HexTile",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number:e})=>({r:[c.NumberSpec,{field:"r"}],q:[c.NumberSpec,{field:"q"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,"pointytop"]}))),a.override({line_color:null})},
+function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__="ImageView";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__="Image",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:["#000000","#252525","#525252","#737373","#969696","#bdbdbd","#d9d9d9","#f0f0f0","#ffffff"]})]})))},
+function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,"expected a 2D array"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement("canvas");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext("2d"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){"data"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,"edge",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),"data"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,"edge",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__="ImageBaseView";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__="ImageBase",n.define((({Boolean:e})=>({image:[d.NDArraySpec,{field:"image"}],dw:[d.DistanceSpec,{field:"dw"}],dh:[d.DistanceSpec,{field:"dh"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},
+function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__="ImageRGBAView";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__="ImageRGBA",n.prototype.default_view=i},
+function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a="data"==this.model.properties.w.units,i="data"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case"top_left":case"bottom_left":case"left":case"center_left":return[e,e+t];case"top":case"top_center":case"bottom":case"bottom_center":case"center":case"center_center":return[e-t/2,e+t/2];case"top_right":case"bottom_right":case"right":case"center_right":return[e-t,e]}}function g(e,t){switch(h){case"top_left":case"top":case"top_center":case"top_right":return[e,e-t];case"bottom_left":case"bottom":case"bottom_center":case"bottom_right":return[e+t,e];case"left":case"center_left":case"center":case"center_center":case"right":case"center_right":return[e+t/2,e-t/2]}}if(a)for(let e=0;e<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){"data"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,"edge",this.model.dilate):this.sw=(0,c.to_screen)(this.w),"data"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,"edge",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case"top_left":return[t,s];case"top":case"top_center":return[t-r/2,s];case"top_right":return[t-r,s];case"right":case"center_right":return[t-r,s-a/2];case"bottom_right":return[t-r,s-a];case"bottom":case"bottom_center":return[t-r/2,s-a];case"bottom_left":return[t,s-a];case"left":case"center_left":return[t,s-a/2];case"center":case"center_center":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__="ImageURLView";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__="ImageURL",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({url:[h.StringSpec,{field:"url"}],anchor:[_.Anchor,"top_left"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},
+function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;"v"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__="MultiLineView";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__="MultiLine",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:"xs"}],ys:[h.YCoordinateSeqSpec,{field:"ys"}]}))),r.mixins(_.LineVector)},
+function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,"evenodd"),this.visuals.hatch.apply(t,s,"evenodd"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__="MultiPolygonsView";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__="MultiPolygons",r.prototype.default_view=p,r.define((({})=>({xs:[y.XCoordinateSeqSeqSeqSpec,{field:"xs"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:"ys"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},
+function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__="OvalView";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__="Oval",t.prototype.default_view=p},
+function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__="PatchesView";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__="Patches",a.prototype.default_view=f,a.define((({})=>({xs:[d.XCoordinateSeqSpec,{field:"xs"}],ys:[d.YCoordinateSeqSpec,{field:"ys"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},
+function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__="QuadView";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__="Quad",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:"right"}],bottom:[l.YCoordinateSpec,{field:"bottom"}],left:[l.XCoordinateSpec,{field:"left"}],top:[l.YCoordinateSpec,{field:"top"}]})))},
+function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__="QuadraticView";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__="Quadratic",o.prototype.default_view=y,o.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx:[l.XCoordinateSpec,{field:"cx"}],cy:[l.YCoordinateSpec,{field:"cy"}]}))),o.mixins(r.LineVector)},
+function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){"data"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__="RayView";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__="Ray",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},
+function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)"default"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if("data"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if("data"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,"edge",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__="RectView";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__="Rect",n.prototype.default_view=y,n.define((({Boolean:t})=>({dilate:[t,!1]})))},
+function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__="ScatterView";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__="Scatter",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:"circle"}]})))},
+function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if("h"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__="MarkerView";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__="Marker",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number:e})=>({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},
+function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},
+function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;"v"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&("h"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__="SegmentView";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__="Segment",o.prototype.default_view=y,o.define((({})=>({x0:[h.XCoordinateSpec,{field:"x0"}],y0:[h.YCoordinateSpec,{field:"y0"}],x1:[h.XCoordinateSpec,{field:"x1"}],y1:[h.YCoordinateSpec,{field:"y1"}]}))),o.mixins(c.LineVector)},
+function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__="SplineView";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__="Spline",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},
+function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},
+function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case"before":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case"after":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case"center":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__="StepView";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__="Step",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,"before"]})))},
+function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf("\n")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split("\n"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case"top":l=0;break;case"middle":l=-o/2+_/2;break;case"bottom":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__="TextView";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__="Text",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({text:[a.NullStringSpec,{field:"text"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},
+function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__="VBarView";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__="VBar",o.prototype.default_view=l,o.define((({})=>({x:[_.XCoordinateSpec,{field:"x"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:"top"}]})))},
+function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y="anticlock"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__="WedgeView";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__="Wedge",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[_.DistanceSpec,{field:"radius"}],start_angle:[_.AngleSpec,{field:"start_angle"}],end_angle:[_.AngleSpec,{field:"end_angle"}]})))},
+function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},
+function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__="GraphHitTestPolicy";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__="EdgesOnly";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__="NodesOnly";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];"selection"==d?n=e.selected.indices.map((t=>e.data.index[t])):"inspection"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__="NodesAndLinkedEdges";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];"selection"==d?n=t.selected.indices:"inspection"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__="EdgesAndLinkedNodes"},
+function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__="LayoutProvider";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__="GraphCoordinates",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__="NodeCoordinates";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__="EdgeCoordinates"},
+function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__="StaticLayoutProvider",o.define((({Number:t,Tuple:a,Dict:l})=>({graph_layout:[l(a(t,t)),{}]})))},
+function _(i,d,n,r,G){r(),G("Grid",i(306).Grid)},
+function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords("major",!1);for(let s=0;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords("major");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords("minor");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[1]&&(t=n[1]);else{[s,t]=n;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,t,r.min)[i],h=t.min,c=t.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;i<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__="GridView";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__="Grid",o.prototype.default_view=c,o.mixins([["grid_",l.Line],["minor_grid_",l.Line],["band_",l.Fill],["band_",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({bounds:[r(t(i,i),e),"auto"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:"underlay",band_fill_color:null,band_fill_alpha:0,grid_line_color:"#e5e5e5",minor_grid_line_color:null})},
+function _(o,a,x,B,e){B(),e("Box",o(308).Box),e("Column",o(310).Column),e("GridBox",o(311).GridBox),e("HTMLBox",o(312).HTMLBox),e("LayoutDOM",o(309).LayoutDOM),e("Panel",o(313).Panel),e("Row",o(314).Row),e("Spacer",o(315).Spacer),e("Tabs",o(316).Tabs),e("WidgetBox",o(319).WidgetBox)},
+function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__="BoxView";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__="Box",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},
+function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if("px"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?"relative":"absolute",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener("resize",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener("resize",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):"",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?"block":"none";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?"fixed":"fit"}_height_policy(){return null!=this.model.height?"fixed":"fit"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;"auto"==t&&(t=this._width_policy()),"auto"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if("fixed"==s)t=i="fixed";else if("stretch_both"==s)t=i="max";else if("stretch_width"==s)t="max";else if("stretch_height"==s)i="max";else switch(null==e&&(e="auto"),s){case"scale_width":t="max",i="min";break;case"scale_height":t="min",i="max";break;case"scale_both":t="max",i="max"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),"auto"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e="png"==t?"canvas":"svg",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__="LayoutDOMView";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__="LayoutDOM",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),"auto"],height_policy:[r(m.SizingPolicy,o),"auto"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),"start"],background:[c(l),null],css_classes:[n(s),[]]}}))},
+function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__="ColumnView";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__="Column",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,"auto"]})))},
+function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__="GridBoxView";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__="GridBox",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,"auto"],cols:[s,"auto"],spacing:[a(t,i(t,t)),0]})))},
+function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__="HTMLBoxView";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__="HTMLBox"},
+function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__="Panel",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,""],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},
+function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__="RowView";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__="Row",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,"auto"]})))},
+function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__="SpacerView";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__="Spacer",o.prototype.default_view=u},
+function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t="above"==e||"below"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:"fit",height_policy:"fixed"}):this.header.set_sizing({width_policy:"fixed",height_policy:"fit"});let l=1,h=1;switch(e){case"above":l-=1;break;case"below":l+=1;break;case"left":h-=1;break;case"right":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position="absolute",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t="above"==e||"below"==e,s=(0,d.size)(this.scroll_el),i=(0,d.scroll_size)(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth="",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight="",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener("click",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=(0,d.div)({class:m.close});e.addEventListener("click",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:""},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener("click",(()=>this.do_scroll("left"))),this.right_el.addEventListener("click",(()=>this.do_scroll("right"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;"left"==e?this._scroll_index-=1:"right"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute("disabled",""):this.left_el.removeAttribute("disabled"),this._scroll_index==t-1?this.right_el.setAttribute("disabled",""):this.right_el.removeAttribute("disabled");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if("above"==i||"below"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__="TabsView";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__="Tabs",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,"above"],active:[e,0]})))},
+function _(e,r,b,o,t){o(),b.root="bk-root",b.tabs_header="bk-tabs-header",b.btn_group="bk-btn-group",b.btn="bk-btn",b.headers_wrapper="bk-headers-wrapper",b.above="bk-above",b.right="bk-right",b.below="bk-below",b.left="bk-left",b.headers="bk-headers",b.tab="bk-tab",b.active="bk-active",b.close="bk-close",b.disabled="bk-disabled",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="gray" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="gray" stroke-width="2"/>      </svg>\');}.bk-root .bk-close:hover{background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="red" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="red" stroke-width="2"/>      </svg>\');}'},
+function _(o,b,r,t,e){t(),r.root="bk-root",r.btn="bk-btn",r.active="bk-active",r.btn_default="bk-btn-default",r.btn_primary="bk-btn-primary",r.btn_success="bk-btn-success",r.btn_warning="bk-btn-warning",r.btn_danger="bk-btn-danger",r.btn_light="bk-btn-light",r.btn_group="bk-btn-group",r.vertical="bk-vertical",r.horizontal="bk-horizontal",r.dropdown_toggle="bk-dropdown-toggle",r.default=".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}"},
+function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__="WidgetBoxView";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__="WidgetBox",i.prototype.default_view=d},
+function _(t,a,i,e,M){e();var T=t(135);M("MathText",T.MathText),M("Ascii",T.Ascii),M("MathML",T.MathML),M("TeX",T.TeX),M("PlainText",t(139).PlainText)},
+function _(r,o,t,e,n){e(),n("CustomJSTransform",r(322).CustomJSTransform),n("Dodge",r(323).Dodge),n("Interpolator",r(325).Interpolator),n("Jitter",r(326).Jitter),n("LinearInterpolator",r(327).LinearInterpolator),n("StepInterpolator",r(328).StepInterpolator),n("Transform",r(56).Transform)},
+function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform("x",this.func)}get vector_transform(){return this._make_transform("xs",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__="CustomJSTransform",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,""],v_func:[t,""]})))},
+function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__="Dodge",t.define((({Number:e})=>({value:[e,0]})))},
+function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__="RangeTransform",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},
+function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error("The x parameter does not correspond to a valid column name defined in the data parameter");if(!(0,l.includes)(t,this.y))throw new Error("The y parameter does not correspond to a valid column name defined in the data parameter");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error("parameters 'x' and 'y' must be both either string fields or arrays");e=this.x,r=this.y}if(e.length!==r.length)throw new Error("The length for x and y do not match");if(e.length<2)throw new Error("x and y must have at least two elements to support interpolation");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__="Interpolator",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},
+function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case"uniform":return this.mean+(f.random()-.5)*this.width;case"normal":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__="Jitter",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,"uniform"]})))},
+function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__="LinearInterpolator"},
+function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case"after":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case"before":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case"center":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__="StepInterpolator",_.define((()=>({mode:[n.StepMode,"after"]})))},
+function _(p,o,t,a,n){a(),n("MapOptions",p(330).MapOptions),n("GMapOptions",p(330).GMapOptions),n("GMapPlot",p(330).GMapPlot),n("Plot",p(331).Plot)},
+function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a("GMapPlotView",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__="MapOptions",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__="GMapOptions",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,"roadmap"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__="GMapPlot",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,"weekly"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},
+function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i("PlotView",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,"reset");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t="center"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__="Plot",a.prototype.default_view=P.PlotView,a.mixins([["outline_",s.Line],["background_",s.Fill],["border_",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),"right"],toolbar_sticky:[e,!0],plot_width:[l.Alias("width")],plot_height:[l.Alias("height")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),"",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),"above"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,"canvas"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,"standard"]}))),a.override({width:600,height:600,outline_line_color:"#e5e5e5",border_fill_color:"#ffffff",background_fill_color:"#ffffff"})},
+function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error("wasn't paused");this._is_paused-=1,0!=this._is_paused||e||this.request_paint("everything")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint("everything")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if("everything"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint("everything")}reset(){"standard"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),g.logger.debug("PlotView initialized")}_width_policy(){return null==this.model.frame_width?super._width_policy():"min"}_height_policy(){return null==this.model.frame_height?super._height_policy():"min"}_update_layout(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case"above":return n;case"below":return o;case"left":return l;case"right":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]="above"==v||"below"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i="above"==e||"below"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?"width_policy":"height_policy";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:"min"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:"max",height_policy:"min"})):(n=new k.Column(t),n.set_sizing({width_policy:"min",height_policy:"max"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:"fixed",width:P}:{width_policy:"fit"}),null!=j?{height_policy:"fixed",height:j}:{height_policy:"fit"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m("above",n)),V.children=m("below",o),S.children=(0,w.reversed)(m("left",l)),O.children=m("right",r),R.set_sizing({width_policy:"fit",height_policy:"min"}),V.set_sizing({width_policy:"fit",height_policy:"min"}),S.set_sizing({width_policy:"min",height_policy:"fit"}),O.set_sizing({width_policy:"min",height_policy:"fit"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint("everything"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e<this.model.lod_interval?setTimeout((()=>{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint("everything")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if("overlay"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,"image",a,!0),this._paint_levels(n.ctx,"underlay",a,!0),this._paint_levels(n.ctx,"glyph",a,!0),this._paint_levels(n.ctx,"guide",a,!1),this._paint_levels(n.ctx,"annotation",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,"overlay",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle="blue",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i="png"==e?"canvas":"svg",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,["children"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__="PlotView"},
+function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},
+function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn("Follow enabled so bounds are unset.");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn("could not set initial ranges"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&"auto"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&"auto"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__="RangeManager"},
+function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,"state_changed"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.index<this.history.length-1}}s.StateManager=a,a.__name__="StateManager"},
+function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},"gmaps_ready");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t="https://developers.google.com/maps/documentation/javascript/get-api-key";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if("undefined"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement("script");o.type="text/javascript",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint("everything")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:"absolute"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,"idle",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,"bounds_changed",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,"tilesloaded",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center("lat"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center("lng"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center("lat"),this._update_center("lng"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&"undefined"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__="GMapPlotView"},
+function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},
+function _(e,r,d,n,R){n(),R("GlyphRenderer",e(175).GlyphRenderer),R("GraphRenderer",e(339).GraphRenderer),R("GuideRenderer",e(129).GuideRenderer);var G=e(41);R("Renderer",G.Renderer),R("RendererGroup",G.RendererGroup)},
+function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__="GraphRendererView";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__="GraphRenderer",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},
+function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c("Selection",e(72).Selection)},
+function _(a,e,S,o,r){o(),r("ServerSentDataSource",a(342).ServerSentDataSource),r("AjaxDataSource",a(344).AjaxDataSource),r("ColumnDataSource",a(75).ColumnDataSource),r("ColumnarDataSource",a(70).ColumnarDataSource),r("CDSView",a(190).CDSView),r("DataSource",a(71).DataSource),r("GeoJSONDataSource",a(345).GeoJSONDataSource),r("WebDataSource",a(343).WebDataSource)},
+function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__="ServerSentDataSource"},
+function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case"replace":this.data=r;break;case"append":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__="WebDataSource",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,"replace"],adapter:[n(e),null],data_url:[a]})))},
+function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener("load",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener("error",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader("Content-Type",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.entries)(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__="AjaxDataSource",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,"application/json"],http_headers:[s(i),{}],method:[o.HTTPMethod,"POST"],if_modified:[t,!1]})))},
+function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.range)(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case"Point":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=_(s);break}case"LineString":{const{coordinates:r}=e;for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"Polygon":{e.coordinates.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used.");const r=e.coordinates[0];for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPoint":i.logger.warn("MultiPoint not supported in Bokeh");break;case"MultiLineString":{const n=e.coordinates.reduce(r);for(let e=0;e<n.length;e++){const[r,s,a]=n[e];t.xs[o][e]=r,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPolygon":{const n=[];for(const t of e.coordinates)t.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used."),n.push(t[0]);const s=n.reduce(r);for(let e=0;e<s.length;e++){const[r,n,a]=s[e];t.xs[o][e]=r,t.ys[o][e]=n,t.zs[o][e]=_(a)}break}default:throw new Error(`Invalid GeoJSON geometry type: ${e.type}`)}}geojson_to_column_data(){const e=JSON.parse(this.geojson);let t;switch(e.type){case"GeometryCollection":if(null==e.geometries)throw new Error("No geometries found in GeometryCollection");if(0===e.geometries.length)throw new Error("geojson.geometries must have one or more items");t=e.geometries;break;case"FeatureCollection":if(null==e.features)throw new Error("No features found in FeaturesCollection");if(0==e.features.length)throw new Error("geojson.features must have one or more items");t=e.features;break;default:throw new Error("Bokeh only supports type GeometryCollection and FeatureCollection at top level")}let o=0;for(const e of t){const t="Feature"===e.type?e.geometry:e;"GeometryCollection"==t.type?o+=t.geometries.length:o+=1}const r={x:this._get_new_nan_array(o),y:this._get_new_nan_array(o),z:this._get_new_nan_array(o),xs:this._get_new_list_array(o),ys:this._get_new_list_array(o),zs:this._get_new_list_array(o)};let n=0;for(const e of t){const t="Feature"==e.type?e.geometry:e;if("GeometryCollection"==t.type)for(const s of t.geometries)this._add_geometry(s,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1;else this._add_geometry(t,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1}return r}}o.GeoJSONDataSource=u,s=u,u.__name__="GeoJSONDataSource",s.define((({String:e})=>({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},
+function _(e,r,T,o,S){o(),S("BBoxTileSource",e(347).BBoxTileSource),S("MercatorTileSource",e(348).MercatorTileSource),S("QUADKEYTileSource",e(351).QUADKEYTileSource),S("TileRenderer",e(352).TileRenderer),S("TileSource",e(349).TileSource),S("TMSTileSource",e(355).TMSTileSource),S("WMTSTileSource",e(353).WMTSTileSource)},
+function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace("{XMIN}",i.toString()).replace("{YMIN}",s.toString()).replace("{XMAX}",l.toString()).replace("{YMAX}",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__="BBoxTileSource",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},
+function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)<Math.abs(t-r)?e:t}));return this._resolutions.indexOf(o)}snap_to_zoom_level(t,e,i,_){const[s,r,o,n]=t,l=this._resolutions[_];let u=i*l,a=e*l;if(!this.snap_to_zoom){const t=(o-s)/u,e=(n-r)/a;t>e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<<i)-e]}meters_to_tile(t,e,i){const[_,s]=this.meters_to_pixels(t,e,i);return this.pixels_to_tile(_,s)}get_tile_meter_bounds(t,e,i){const[_,s]=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),[r,o]=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[_,s,r,o]}get_tile_geographic_bounds(t,e,i){const _=this.get_tile_meter_bounds(t,e,i),[s,r,o,n]=(0,l.meters_extent_to_geographic)(_);return[s,r,o,n]}get_tiles_by_extent(t,e,i=1){const[_,s,r,o]=t;let[n,l]=this.meters_to_tile(_,s,e),[u,a]=this.meters_to_tile(r,o,e);n-=i,l-=i,u+=i,a+=i;const h=[];for(let t=a;t>=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<<s-1;switch(t.charAt(_-s)){case"0":continue;case"1":e|=r;break;case"2":i|=r;break;case"3":e|=r,i|=r;break;default:throw new TypeError(`Invalid Quadkey: ${t}`)}}return[e,i,_]}tile_xyz_to_quadkey(t,e,i){let _="";for(let s=i;s>0;s--){const i=1<<s-1;let r=0;0!=(t&i)&&(r+=1),0!=(e&i)&&(r+=2),_+=r.toString()}return _}children_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=[];for(let t=0;t<=3;t++){const[e,i,r]=this.quadkey_to_tile_xyz(_+t.toString()),o=this.get_tile_meter_bounds(e,i,r);s.push([e,i,r,o])}return s}get_closest_parent_by_tile_xyz(t,e,i){const _=this.calculate_world_x_by_tile_xyz(t,e,i);[t,e,i]=this.normalize_xyz(t,e,i);let s=this.tile_xyz_to_quadkey(t,e,i);for(;s.length>0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__="MercatorTileSource",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},
+function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace("{x}","{X}").replace("{y}","{Y}").replace("{z}","{Z}").replace("{q}","{Q}").replace("{xmin}","{XMIN}").replace("{ymin}","{YMIN}").replace("{xmax}","{XMAX}").replace("{ymax}","{YMAX}");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(":").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",t.toString()).replace("{Z}",r.toString())}}r.TileSource=c,l=c,c.__name__="TileSource",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,""],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,""],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},
+function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},
+function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace("{Q}",i)}}r.QUADKEYTileSource=c,c.__name__="QUADKEYTileSource"},
+function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.isString)(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=(0,d.div)({class:p.tile_attribution,style:{position:"absolute",right:`${s}px`,bottom:`${_}px`,"max-width":n-4+"px",padding:"2px","background-color":"rgba(255,255,255,0.5)","font-size":"9px","line-height":"1.05","white-space":"nowrap",overflow:"hidden","text-overflow":"ellipsis"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\s*\n\s*/g," ")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const n=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0==this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);e<i;e++){const[i,s,_]=n[e],a=this.model.tile_source.children_by_tile_xyz(i,s,_);for(const e of a){const[i,s,_,n]=e;t.tiles.has(t.tile_xyz_to_key(i,s,_))||this._create_tile(i,s,_,n,!0)}}}_fetch_tiles(t){for(const e of t){const[t,i,s,_]=e;this._create_tile(t,i,s,_)}}_update(){const{tile_source:t}=this.model,{min_zoom:e}=t,{max_zoom:i}=t;let s=this.get_extent();const _=this.extent[2]-this.extent[0]<s[2]-s[0],n=this.map_frame.bbox.height,a=this.map_frame.bbox.width;let o=t.get_level_by_extent(s,n,a),r=!1;o<e?(s=this.extent,o=e,r=!0):o>i&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__="TileRendererView";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__="TileRenderer",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:"image"})},
+function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace("{X}",s.toString()).replace("{Y}",c.toString()).replace("{Z}",i.toString())}}r.WMTSTileSource=i,i.__name__="WMTSTileSource"},
+function _(t,o,i,b,r){b(),i.root="bk-root",i.tile_attribution="bk-tile-attribution",i.default=".bk-root .bk-tile-attribution a{color:black;}"},
+function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",r.toString()).replace("{Z}",t.toString())}}t.TMSTileSource=l,l.__name__="TMSTileSource"},
+function _(e,t,u,a,r){a(),r("CanvasTexture",e(357).CanvasTexture),r("ImageURLTexture",e(359).ImageURLTexture),r("Texture",e(358).Texture)},
+function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function("ctx","color","scale","weight",t)}get_pattern(t,e,n){const c=document.createElement("canvas");c.width=e,c.height=e;const s=c.getContext("2d");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__="CanvasTexture",r.define((({String:t})=>({code:[t]})))},
+function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__="Texture",i.define((()=>({repetition:[u.TextureRepetition,"repeat"]})))},
+function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__="ImageURLTexture",a.define((({String:e})=>({url:[e]})))},
+function _(o,l,T,e,t){e(),t("ActionTool",o(238).ActionTool),t("CustomAction",o(361).CustomAction),t("HelpTool",o(239).HelpTool),t("RedoTool",o(362).RedoTool),t("ResetTool",o(363).ResetTool),t("SaveTool",o(364).SaveTool),t("UndoTool",o(365).UndoTool),t("ZoomInTool",o(366).ZoomInTool),t("ZoomOutTool",o(369).ZoomOutTool),t("ButtonTool",o(224).ButtonTool),t("EditTool",o(370).EditTool),t("BoxEditTool",o(371).BoxEditTool),t("FreehandDrawTool",o(372).FreehandDrawTool),t("PointDrawTool",o(373).PointDrawTool),t("PolyDrawTool",o(374).PolyDrawTool),t("PolyTool",o(375).PolyTool),t("PolyEditTool",o(376).PolyEditTool),t("BoxSelectTool",o(377).BoxSelectTool),t("BoxZoomTool",o(379).BoxZoomTool),t("GestureTool",o(223).GestureTool),t("LassoSelectTool",o(380).LassoSelectTool),t("LineEditTool",o(382).LineEditTool),t("PanTool",o(384).PanTool),t("PolySelectTool",o(381).PolySelectTool),t("RangeTool",o(385).RangeTool),t("SelectTool",o(378).SelectTool),t("TapTool",o(386).TapTool),t("WheelPanTool",o(387).WheelPanTool),t("WheelZoomTool",o(388).WheelZoomTool),t("CrosshairTool",o(389).CrosshairTool),t("CustomJSHover",o(390).CustomJSHover),t("HoverTool",o(391).HoverTool),t("InspectTool",o(232).InspectTool),t("Tool",o(222).Tool),t("ToolProxy",o(394).ToolProxy),t("Toolbar",o(221).Toolbar),t("ToolbarBase",o(233).ToolbarBase),t("ProxyToolbar",o(395).ProxyToolbar),t("ToolbarBox",o(395).ToolbarBox)},
+function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat("bk-toolbar-button-custom-action")}}e.CustomActionButtonView=u,u.__name__="CustomActionButtonView";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__="CustomActionView";class a extends i.ActionTool{constructor(t){super(t),this.tool_name="Custom Action",this.button_view=u}}e.CustomAction=a,c=a,a.__name__="CustomAction",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:"Perform a Custom Action"})},
+function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__="RedoToolView";class a extends l.ActionTool{constructor(e){super(e),this.tool_name="Redo",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__="RedoTool",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias("redo",(()=>new a))},
+function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__="ResetToolView";class r extends n.ActionTool{constructor(e){super(e),this.tool_name="Reset",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__="ResetTool",_.prototype.default_view=c,_.register_alias("reset",(()=>new r))},
+function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(e)});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement("a");t.href=URL.createObjectURL(o),t.download=e,t.target="_blank",t.dispatchEvent(new MouseEvent("click"))}doit(e="save"){switch(e){case"save":this.save("bokeh_plot");break;case"copy":this.copy()}}}t.SaveToolView=l,l.__name__="SaveToolView";class r extends c.ActionTool{constructor(e){super(e),this.tool_name="Save",this.icon=n.tool_icon_save}get menu(){return[{icon:"bk-tool-icon-copy-to-clipboard",tooltip:"Copy image to clipboard",if:()=>"undefined"!=typeof ClipboardItem,handler:()=>{this.do.emit("copy")}}]}}t.SaveTool=r,s=r,r.__name__="SaveTool",s.prototype.default_view=l,s.register_alias("save",(()=>new r))},
+function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__="UndoToolView";class a extends l.ActionTool{constructor(o){super(o),this.tool_name="Undo",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__="UndoTool",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias("undo",(()=>new a))},
+function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__="ZoomInToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name="Zoom In",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__="ZoomInTool",t.prototype.default_view=a,t.register_alias("zoom_in",(()=>new l({dimensions:"both"}))),t.register_alias("xzoom_in",(()=>new l({dimensions:"width"}))),t.register_alias("yzoom_in",(()=>new l({dimensions:"height"})))},
+function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i="width"==e||"both"==e,s="height"==e||"both"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push("zoom_out",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__="ZoomBaseToolView";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__="ZoomBaseTool",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,"both"]})))},
+function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},
+function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__="ZoomOutToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name="Zoom Out",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__="ZoomOutTool",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias("zoom_out",(()=>new l({dimensions:"both"}))),n.register_alias("xzoom_out",(()=>new l({dimensions:"width"}))),n.register_alias("yzoom_out",(()=>new l({dimensions:"height"})))},
+function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,a.unreachable)():"replace"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e<s.length;e++){const t=s[e];o.splice(t-e,1)}}this._emit_cds_changes(t)}_pop_glyphs(e,t){const s=e.columns();if(t&&s.length)for(const o of s){let s=e.get_array(o);const n=s.length-t+1;n<1||((0,c.isArray)(s)||(s=Array.from(s),e.data[o]=s),s.splice(0,n))}}_emit_cds_changes(e,t=!0,s=!0,o=!0){s&&e.selection_manager.clear(),t&&e.change.emit(),o&&(e.data=e.data,e.properties.data.change.emit())}_drag_points(e,t,s="both"){if(null==this._basepoint)return;const[o,n]=this._basepoint;for(const r of t){const t=this._map_drag(o,n,r),i=this._map_drag(e.sx,e.sy,r);if(null==i||null==t)continue;const[c,a]=i,[_,l]=t,[d,u]=[c-_,a-l],h=r.glyph,m=r.data_source,[p,f]=[h.x.field,h.y.field];for(const e of m.selected.indices)!p||"width"!=s&&"both"!=s||(m.data[p][e]+=d),!f||"height"!=s&&"both"!=s||(m.data[f][e]+=u);m.change.emit()}this._basepoint=[e.sx,e.sy]}_pad_empty_columns(e,t){for(const s of e.columns())(0,i.includes)(t,s)||e.get_array(s).push(this.model.empty_value)}_select_event(e,t,s){const o=this.plot_view.frame,{sx:n,sy:r}=e;if(!o.bbox.contains(n,r))return[];const i={type:"point",sx:n,sy:r},c=[];for(const e of s){const s=e.get_selection_manager(),o=e.data_source,n=this.plot_view.renderer_view(e);if(null!=n){s.select([n],i,!0,t)&&c.push(e),o.properties.selected.change.emit()}}return c}}s.EditToolView=d,d.__name__="EditToolView";class u extends l.GestureTool{constructor(e){super(e)}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=u,r=u,u.__name__="EditTool",r.define((({Unknown:e,String:t,Array:s,Ref:o,Nullable:n})=>({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},
+function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,"append",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__="BoxEditToolView";class h extends d.EditTool{constructor(e){super(e),this.tool_name="Box Edit Tool",this.icon=l.tool_icon_box_edit,this.event_type=["tap","pan","move"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__="BoxEditTool",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,"both"],num_objects:[e,0]})))},
+function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if("new"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if("add"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,"new")}_pan(e){this._draw(e,"add")}_pan_end(e){this._draw(e,"add",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__="FreehandDrawToolView";class h extends n.EditTool{constructor(e){super(e),this.tool_name="Freehand Draw Tool",this.icon=i.tool_icon_freehand_draw,this.event_type=["pan","tap"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__="FreehandDrawTool",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias("freehand_draw",(()=>new h))},
+function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__="PointDrawToolView";class l extends _.EditTool{constructor(e){super(e),this.tool_name="Point Draw Tool",this.icon=r.tool_icon_point_draw,this.event_type=["tap","pan","move"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__="PointDrawTool",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},
+function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,"add",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if("new"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if("edit"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if("add"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;s<this.model.renderers.length;s++){const i=this.model.renderers[s],a=i.data_source,r=i.glyph,[o,n]=[r.xs.field,r.ys.field];if(o)for(const t of a.get_array(o))e.push(...t);if(n)for(const e of a.get_array(n))t.push(...e);this._drawing&&s==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}_doubletap(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,"edit",!0)):(this._drawing=!0,this._draw(e,"new",!0)))}_move(e){this._drawing&&this._draw(e,"edit")}_remove(){const e=this.model.renderers[0],t=e.data_source,s=e.glyph,[i,a]=[s.xs.field,s.ys.field];if(i){const e=t.data[i].length-1,s=t.get_array(i)[e];s.splice(s.length-1,1)}if(a){const e=t.data[a].length-1,s=t.get_array(a)[e];s.splice(s.length-1,1)}this._emit_cds_changes(t)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===o.Keys.Backspace?this._delete_selected(t):e.keyCode==o.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),t.data_source.selection_manager.clear())}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){if(null==this._basepoint||!this.model.drag)return;const[t,s]=this._basepoint;for(const i of this.model.renderers){const a=this._map_drag(t,s,i),r=this._map_drag(e.sx,e.sy,i);if(null==r||null==a)continue;const o=i.data_source,n=i.glyph,[d,_]=[n.xs.field,n.ys.field];if(!d&&!_)continue;const[h,l]=r,[c,g]=a,[f,p]=[h-c,l-g];for(const e of o.selected.indices){let t,s,i;d&&(s=o.data[d][e]),_?(i=o.data[_][e],t=i.length):t=s.length;for(let e=0;e<t;e++)s&&(s[e]+=f),i&&(i[e]+=p)}o.change.emit()}this._basepoint=[e.sx,e.sy]}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source);this._basepoint=null}}activate(){if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(const e of this.model.renderers){const t=e.data_source;t.connect(t.properties.data.change,(()=>this._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__="PolyDrawToolView";class l extends d.PolyTool{constructor(e){super(e),this.tool_name="Polygon Draw Tool",this.icon=_.tool_icon_poly_draw,this.event_type=["pan","tap","move"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__="PolyDrawTool",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},
+function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,"replace",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__="PolyToolView";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__="PolyTool",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},
+function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,"replace",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,"replace",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,"append",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=c,c.__name__="PolyEditToolView";class o extends l.PolyTool{constructor(e){super(e),this.tool_name="Poly Edit Tool",this.icon=a.tool_icon_poly_edit,this.event_type=["tap","pan","move"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__="PolyEditTool",_.prototype.default_view=c},
+function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if("center"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push("box_select",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l="replace"){const n={type:"rect",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__="BoxSelectToolView";const h=()=>new _.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends n.SelectTool{constructor(e){super(e),this.tool_name="Box Select",this.icon=r.tool_icon_box_select,this.event_type="pan",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__="BoxSelectTool",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,"both"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,"corner"]}))),l.register_alias("box_select",(()=>new m)),l.register_alias("xbox_select",(()=>new m({dimensions:"width"}))),l.register_alias("ybox_select",(()=>new m({dimensions:"height"})))},
+function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let r;switch(e.type){case"point":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"span":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"rect":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case"poly":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__="SelectToolView";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,"clear")}get menu(){return[{icon:"bk-tool-icon-replace-mode",tooltip:"Replace the current selection",active:()=>"replace"==this.mode,handler:()=>{this.mode="replace",this.active=!0}},{icon:"bk-tool-icon-append-mode",tooltip:"Append to the current selection (Shift)",active:()=>"append"==this.mode,handler:()=>{this.mode="append",this.active=!0}},{icon:"bk-tool-icon-intersect-mode",tooltip:"Intersect with the current selection (Ctrl)",active:()=>"intersect"==this.mode,handler:()=>{this.mode="intersect",this.active=!0}},{icon:"bk-tool-icon-subtract-mode",tooltip:"Subtract from the current selection (Shift+Ctrl)",active:()=>"subtract"==this.mode,handler:()=>{this.mode="subtract",this.active=!0}},null,{icon:"bk-tool-icon-clear-selection",tooltip:"Clear the current selection (Esc)",handler:()=>{this.clear.emit()}}]}}s.SelectTool=b,o=b,b.__name__="SelectTool",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),"auto"],names:[t(e),[]],mode:[_.SelectionMode,"replace"]})))},
+function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m<n&&(m=n)),l=Math.abs(p-m),t[1]<=o[1]?(b=t[1],d=t[1]+l/s,d>_&&(d=_)):(d=t[1],b=t[1]-l/s,b<a&&(b=a)),r=Math.abs(d-b),t[0]<=o[0]?p=t[0]+s*r:m=t[0]-s*r,[[m,p],[b,d]]}_compute_limits(t){const o=this.plot_view.frame,e=this.model.dimensions;let s,i,n=this._base_point;if("center"==this.model.origin){const[o,e]=n,[s,i]=t;n=[o-(s-o),e-(i-e)]}return this.model.match_aspect&&"both"==e?[s,i]=this._match_aspect(n,t,o):[s,i]=this.model._get_dim_limits(n,t,o,e),[s,i]}_pan_start(t){this._base_point=[t.sx,t.sy]}_pan(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this.model.overlay.update({left:e[0],right:e[1],top:s[0],bottom:s[1]})}_pan_end(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this._update(e,s),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.trigger_ranges_update_event()}_update([t,o],[e,s]){if(Math.abs(o-t)<=5||Math.abs(s-e)<=5)return;const{x_scales:i,y_scales:n}=this.plot_view.frame,_=new Map;for(const[e,s]of i){const[i,n]=s.r_invert(t,o);_.set(e,{start:i,end:n})}const a=new Map;for(const[t,o]of n){const[i,n]=o.r_invert(e,s);a.set(t,{start:i,end:n})}const l={xrs:_,yrs:a};this.plot_view.state.push("box_zoom",{range:l}),this.plot_view.update_range(l)}}e.BoxZoomToolView=h,h.__name__="BoxZoomToolView";const c=()=>new a.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends _.GestureTool{constructor(t){super(t),this.tool_name="Box Zoom",this.icon=r.tool_icon_box_zoom,this.event_type="pan",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__="BoxZoomTool",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,"both"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,"corner"]}))),n.register_alias("box_zoom",(()=>new m({dimensions:"both"}))),n.register_alias("xbox_zoom",(()=>new m({dimensions:"width"}))),n.register_alias("ybox_zoom",(()=>new m({dimensions:"height"})))},
+function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push("lasso_select",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:"poly",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__="LassoSelectToolView";class y extends i.SelectTool{constructor(s){super(s),this.tool_name="Lasso Select",this.icon=h.tool_icon_lasso_select,this.event_type="pan",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__="LassoSelectTool",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias("lasso_select",(()=>new y))},
+function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push("poly_select",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:"poly",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__="PolySelectToolView";s.DEFAULT_POLY_OVERLAY=()=>new _.PolyAnnotation({level:"overlay",xs_units:"screen",ys_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class d extends a.SelectTool{constructor(e){super(e),this.tool_name="Poly Select",this.icon=h.tool_icon_polygon_select,this.event_type="tap",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__="PolySelectTool",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias("poly_select",(()=>new d))},
+function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,"replace",[s]).length&&(this._selected_renderer=s)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,"append",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}s.LineEditToolView=l,l.__name__="LineEditToolView";class h extends d.LineTool{constructor(e){super(e),this.tool_name="Line Edit Tool",this.icon=o.tool_icon_line_edit,this.event_type=["tap","pan","move"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__="LineEditTool",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,"both"]})))},
+function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__="LineToolView";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__="LineTool",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},
+function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(n<t.start||n>t.end)&&(this.v_axis_only=!0),(e<s.start||e>s.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push("pan",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;"width"!=p&&"both"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),"height"!=p&&"both"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__="PanToolView";class p extends _.GestureTool{constructor(t){super(t),this.tool_name="Pan",this.event_type="pan",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__="PanTool",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,"both",{on_update(t,s){switch(t){case"both":s.icon=r.tool_icon_pan;break;case"width":s.icon=r.tool_icon_xpan;break;case"height":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias("pan",(()=>new p({dimensions:"both"}))),a.register_alias("xpan",(()=>new p({dimensions:"width"}))),a.register_alias("ypan",(()=>new p({dimensions:"height"})))},
+function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)<s}function c(e,t,i,s,n){let l=!0;if(null!=n.left&&null!=n.right){const t=i.invert(e);(t<n.left||t>n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(e<n.bottom||e>n.top)&&(l=!1)}return l}function g(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e<t.end?(t.start=e,i):(t.start=t.end,t.end=e,d(i))}function m(e,t,i,s){const[n,l]=t.r_compute(e.start,e.end),[a,r]=t.r_invert(n+i,l+i),o=g(e.start,e.end,s);g(a,r,s)>=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__="RangeToolView";const x=()=>new a.BoxAnnotation({level:"overlay",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name="Range Tool",this.icon=h.tool_icon_range,this.event_type="pan",this.default_order=1}initialize(){super.initialize(),this.overlay.in_cursor="grab",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?"ew-resize":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?"ns-resize":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn("RangeTool not configured with any Ranges.")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=w,l=w,w.__name__="RangeTool",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},
+function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){"tap"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){"doubletap"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:"point",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if("select"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push("tap",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__="TapToolView";class r extends a.SelectTool{constructor(e){super(e),this.tool_name="Tap",this.icon=c.tool_icon_tap_select,this.event_type="tap",this.default_order=10}}s.TapTool=r,l=r,r.__name__="TapTool",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,"select"],gesture:[t("tap","doubletap"),"tap"],callback:[s(e)]}))),l.register_alias("click",(()=>new r({behavior:"inspect"}))),l.register_alias("tap",(()=>new r)),l.register_alias("doubletap",(()=>new r({gesture:"doubletap"})))},
+function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case"height":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case"width":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push("wheel_pan",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__="WheelPanToolView";class d extends o.GestureTool{constructor(e){super(e),this.tool_name="Wheel Pan",this.icon=_.tool_icon_wheel_pan,this.event_type="scroll",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__="WheelPanTool",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,"width"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias("xwheel_pan",(()=>new d({dimension:"width"}))),a.register_alias("ywheel_pan",(()=>new d({dimension:"height"})))},
+function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:"wheel",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=("width"==h||"both"==h)&&s.start<n&&n<s.end,r=("height"==h||"both"==h)&&i.start<l&&l<i.end;if(!(a&&r||this.model.zoom_on_axis))return;const m=this.model.speed*e.delta,d=(0,_.scale_range)(t,m,a,r,{x:n,y:l});this.plot_view.state.push("wheel_zoom",{range:d});const{maintain_focus:c}=this.model;this.plot_view.update_range(d,{scrolling:!0,maintain_focus:c}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__="WheelZoomToolView";class d extends l.GestureTool{constructor(e){super(e),this.tool_name="Wheel Zoom",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?"pinch":"scroll",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__="WheelZoomTool",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,"both"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias("wheel_zoom",(()=>new d({dimensions:"both"}))),n.register_alias("xwheel_zoom",(()=>new d({dimensions:"width"}))),n.register_alias("ywheel_zoom",(()=>new d({dimensions:"height"})))},
+function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;"width"!=s&&"both"!=s||(this.model.spans.width.location=e),"height"!=s&&"both"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__="CrosshairToolView";class p extends l.InspectTool{constructor(i){super(i),this.tool_name="Crosshair",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__="CrosshairTool",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:"screen",level:"overlay",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,"both"],line_color:[s,"black"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,"width"),height:i(e,"height")})]}))),n.register_alias("crosshair",(()=>new p))})()},
+function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code("value","format","special_vars",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__="CustomJSHover",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if("span"==t.type)"h"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return a<c?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function H(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=G,n._line_hit=H;class z extends l.InspectToolView{initialize(){super.initialize(),this._ttmodels=new Map,this._ttviews=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._update_ttmodels();const{tooltips:e}=this.model;e instanceof V.Template&&(this._template_view=await(0,S.build_view)(e,{parent:this}),this._template_view.render())}remove(){var e;null===(e=this._template_view)||void 0===e||e.remove(),(0,S.remove_views)(this._ttviews),super.remove()}connect_signals(){super.connect_signals();const e=this.plot_model.properties.renderers,{renderers:t,tooltips:n}=this.model.properties;this.on_change(n,(()=>delete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if("mouse"==this.model.mode)n={type:"point",sx:e,sy:t};else{n={type:"span",direction:"vline"==this.model.mode?"h":"v",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if("point"!=t.type&&"span"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if("ignore"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case"interp":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case"prev":[[s,i],c]=H(C.sx,C.sy,n);break;case"next":[[s,i],c]=H(C.sx,C.sy,n+1);break;case"nearest":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case"interp":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case"prev":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case"next":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case"nearest":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error("shouldn't have happened")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if("snap_to_data"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point("center",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:"table",borderSpacing:"2px"}});for(const[n]of e){const e=(0,w.div)({style:{display:"table-row"}});t.appendChild(e);const s=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_label},0!=n.length?`${n}: `:"");e.appendChild(s);const i=(0,w.span)();i.dataset.value="";const o=(0,w.span)({class:M.tooltip_color_block}," ");o.dataset.swatch="",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll("[data-value]"),l=o.querySelectorAll("[data-swatch]"),a=/\$color(\[.*\])?:(\w*)/,c=/\$swatch:(\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e="",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf("hex")>=0,c=e.indexOf("swatch")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent="(null)";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace("$~","$data_"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__="HoverToolView";class P extends l.InspectTool{constructor(e){super(e),this.tool_name="Hover",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__="HoverTool",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[["index","$index"],["data (x, y)","($x, $y)"],["screen (x, y)","($sx, $sy)"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),"auto"],names:[s(n),[]],mode:[T.HoverMode,"mouse"],muted_policy:[T.MutedPolicy,"show"],point_policy:[T.PointPolicy,"snap_to_data"],line_policy:[T.LinePolicy,"nearest"],show_arrow:[t,!0],anchor:[T.Anchor,"center"],attachment:[T.TooltipAttachment,"horizontal"],callback:[d(e)]}))),r.register_alias("hover",(()=>new P))},
+function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a("Styles",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__="DOMNodeView";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__="DOMNode",z.__module__="bokeh.models.dom";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode("")}}s.TextView=P,P.__name__="TextView";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__="Text",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,""]})));class N extends C{}s.PlaceholderView=N,N.__name__="PlaceholderView",N.tag_name="span";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__="Placeholder",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__="IndexView";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__="Index",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__="ValueRefView";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__="ValueRef",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block}," "),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__="ColorRefView";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__="ColorRef",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,"-");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,"-");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__="DOMElementView";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__="DOMElement",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__="ActionView";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__="Action",H.__module__="bokeh.models.dom",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__="TemplateView",J.tag_name="div";class K extends q{}s.Template=K,u=K,K.__name__="Template",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__="SpanView",Q.tag_name="span";class U extends q{}s.Span=U,m=U,U.__name__="Span",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__="DivView",W.tag_name="div";class X extends q{}s.Div=X,w=X,X.__name__="Div",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__="TableView",Y.tag_name="table";class Z extends q{}s.Table=Z,f=Z,Z.__name__="Table",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__="TableRowView",ee.tag_name="tr";class te extends q{}s.TableRow=te,h=te,te.__name__="TableRow",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__="ToggleGroupView";class le extends H{constructor(e){super(e)}}s.ToggleGroup=le,x=le,le.__name__="ToggleGroup",x.prototype.default_view=ae,x.define((({Array:e,Ref:t})=>({groups:[e(t(se.RendererGroup)),[]]})))},
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+function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,"do")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__="ToolProxy",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},
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${e}`),e}}close(){this.closed_permanently||(r.logger.debug(`Permanently closing websocket connection ${this._number}`),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,`close method called on ClientConnection ${this._number}`),this.session._connection_closed())}_schedule_reconnect(e){setTimeout((()=>{this.closed_permanently||r.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)}),e)}send(e){if(null==this.socket)throw new Error(`not connected so cannot send ${e}`);e.send(this.socket)}async send_with_reply(e){const s=await new Promise(((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)}));if("ERROR"===s.msgtype())throw new Error(`Error reply ${s.content.text}`);return s}async _pull_doc_json(){const e=c.Message.create("PULL-DOC-REQ",{}),s=await this.send_with_reply(e);if(!("doc"in s.content))throw new Error("No 'doc' field in PULL-DOC-REPLY");return s.content.doc}async _repull_session_doc(e,s){var n;r.logger.debug(this.session?"Repulling session":"Pulling session for first time");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)r.logger.debug("Got new document after connection was already closed"),s(new Error("The connection has been closed"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create("PATCH-DOC",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug("Created a new session from new pulled doc"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug("Updated existing session with new pulled doc")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error("Got a message with no current handler set");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject("Disconnected"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s="Could not open websocket";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: ${e}`),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){"ACK"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol("First message was not an ACK")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):"PATCH-DOC"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=d,d.__name__="ClientConnection",n.pull_session=function(e,s,n){return new d(e,s,n).connect()}},
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+ * and/or other materials provided with the distribution.
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+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
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+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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object"),m(V,o,d),_(!V||V.renderbuffer&&36168===V.renderbuffer._renderbuffer.format,"invalid stencil attachment for framebuffer object"),m(I,o,d),_(!I||I.texture&&34041===I.texture._texture.format||I.renderbuffer&&34041===I.renderbuffer._renderbuffer.format,"invalid depth-stencil attachment for framebuffer object"),A(i),i.width=o,i.height=d,i.colorAttachments=F,i.depthAttachment=B,i.stencilAttachment=V,i.depthStencilAttachment=I,l.color=F.map(v),l.depth=v(B),l.stencil=v(V),l.depthStencil=v(I),l.width=i.width,l.height=i.height,S(i),l}return o.framebufferCount++,l(e,a),t(l,{resize:function(e,t){_(f.next!==i,"can not resize a framebuffer which is currently in use");var r=Math.max(0|e,1),n=Math.max(0|t||r,1);if(r===i.width&&n===i.height)return l;for(var a=i.colorAttachments,o=0;o<a.length;++o)g(a[o],r,n);return g(i.depthAttachment,r,n),g(i.stencilAttachment,r,n),g(i.depthStencilAttachment,r,n),i.width=l.width=r,i.height=l.height=n,S(i),l},_reglType:"framebuffer",_framebuffer:i,destroy:function(){k(i),A(i)},use:function(e){f.setFBO({framebuffer:l},e)}})}return t(f,{getFramebuffer:function(e){if("function"==typeof e&&"framebuffer"===e._reglType){var t=e._framebuffer;if(t instanceof w)return t}return null},create:O,createCube:function(e){var i=Array(6);function o(e){var n;_(i.indexOf(f.next)<0,"can not update framebuffer which is currently in use");var s,l={color:null},d=0,m=null,p="rgba",h="uint8",b=1;if("number"==typeof e)d=0|e;else if(e){_.type(e,"object","invalid arguments for framebuffer");var v=e;if("shape"in v){var g=v.shape;_(Array.isArray(g)&&g.length>=2,"invalid shape for framebuffer"),_(g[0]===g[1],"cube framebuffer must be square"),d=g[0]}else"radius"in v&&(d=0|v.radius),"width"in v?(d=0|v.width,"height"in v&&_(v.height===d,"must be square")):"height"in v&&(d=0|v.height);("color"in v||"colors"in v)&&(m=v.color||v.colors,Array.isArray(m)&&_(1===m.length||r.webgl_draw_buffers,"multiple render targets not supported")),m||("colorCount"in v&&(b=0|v.colorCount,_(b>0,"invalid color buffer count")),"colorType"in v&&(_.oneOf(v.colorType,c,"invalid color type"),h=v.colorType),"colorFormat"in v&&(p=v.colorFormat,_.oneOf(v.colorFormat,u,"invalid color format for texture"))),"depth"in v&&(l.depth=v.depth),"stencil"in v&&(l.stencil=v.stencil),"depthStencil"in v&&(l.depthStencil=v.depthStencil)}else d=1;if(m)if(Array.isArray(m))for(s=[],n=0;n<m.length;++n)s[n]=m[n];else s=[m];else{s=Array(b);var y={radius:d,format:p,type:h};for(n=0;n<b;++n)s[n]=a.createCube(y)}for(l.color=Array(s.length),n=0;n<s.length;++n){var x=s[n];_("function"==typeof x&&"textureCube"===x._reglType,"invalid cube map"),d=d||x.width,_(x.width===d&&x.height===d,"invalid cube map shape"),l.color[n]={target:xt,data:s[n]}}for(n=0;n<6;++n){for(var w=0;w<s.length;++w)l.color[w].target=xt+n;n>0&&(l.depth=i[0].depth,l.stencil=i[0].stencil,l.depthStencil=i[0].depthStencil),i[n]?i[n](l):i[n]=O(l)}return t(o,{width:d,height:d,color:s})}return o(e),t(o,{faces:i,resize:function(e){var t,r=0|e;if(_(r>0&&r<=n.maxCubeMapSize,"invalid radius for cube fbo"),r===o.width)return o;var a=o.color;for(t=0;t<a.length;++t)a[t].resize(r);for(t=0;t<6;++t)i[t].resize(r);return o.width=o.height=r,o},_reglType:"framebufferCube",destroy:function(){i.forEach((function(e){e.destroy()}))}})},clear:function(){H(x).forEach(k)},restore:function(){f.cur=null,f.next=null,f.dirty=!0,H(x).forEach((function(t){t.framebuffer=e.createFramebuffer(),S(t)}))}})}(a,d,y,S,O,l),T=un(a,c,d,y,x,w,0,E,{},A,k,g,v,m,n),z=Ct(a,E,T.procs.poll,v,i,d,y),F=T.next,V=a.canvas,I=[],P=[],N=[],q=[n.onDestroy],Q=null;function Y(){if(0===I.length)return m&&m.update(),void(Q=null);Q=j.next(Y),ye();for(var e=I.length-1;e>=0;--e){var t=I[e];t&&t(v,null,0)}a.flush(),m&&m.update()}function ce(){!Q&&I.length>0&&(Q=j.next(Y))}function le(){Q&&(j.cancel(Y),Q=null)}function de(e){e.preventDefault(),o=!0,le(),P.forEach((function(e){e()}))}function me(e){a.getError(),o=!1,f.restore(),k.restore(),x.restore(),S.restore(),O.restore(),E.restore(),A.restore(),m&&m.restore(),T.procs.refresh(),ce(),N.forEach((function(e){e()}))}function pe(e){function r(e,t){var r={},n={};return Object.keys(e).forEach((function(a){var i=e[a];if(D.isDynamic(i))n[a]=D.unbox(i,a);else{if(t&&Array.isArray(i))for(var o=0;o<i.length;++o)if(D.isDynamic(i[o]))return void(n[a]=D.unbox(i,a));r[a]=i}})),{dynamic:n,static:r}}_(!!e,"invalid args to regl({...})"),_.type(e,"object","invalid args to regl({...})");var n=r(e.context||{},!0),a=r(e.uniforms||{},!0),i=r(e.attributes||{},!1),f=r(function(e){var r=t({},e);function n(e){if(e in r){var t=r[e];delete r[e],Object.keys(t).forEach((function(n){r[e+"."+n]=t[n]}))}}return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,"stencil"in 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+413: function _(t,e,a,s,r){s();const n=t(414),_=t(9),o=t(12);class c{constructor(t){this._regl=t,this._map=new Map}_create_texture(t){const e=t.length;let a=0;const s=[];let r=0,_=0;for(let n=0;n<e;n++)a+=t[n],s.push(t[n]+t[(n+1)%e]),n%2==0?_=Math.max(_,t[n]):r=Math.min(r,-t[n]);r*=.5,_*=.5;const o=(0,n.gcd)(s),c=[0];for(let a=0;a<e;a++)c.push(c[a]+t[a]);const h=2*a/o,i=(0,n.is_pow_2)(h),l=i?h:128,g=.5*o*h/l;let p;if(i){if(p=.5*t[0],g<p){p-=Math.floor(p/g)*g}}else p=0;const u=p-.5*g,m=new Uint8Array(l);let f=0;for(let e=0;e<l;e++){const a=p+e*g;a>c[f+1]&&f++;const s=t[f],n=c[f]+.5*s;let o=.5*s-Math.abs(a-n);f%2==1&&(o=-o),m[e]=Math.round(255*(o-r)/(_-r))}return[[a,u,r,_],this._regl.texture({shape:[l,1,1],data:m,wrapS:"repeat",format:"alpha",type:"uint8",mag:"linear",min:"linear"})]}_get_key(t){return t.join(",")}_get_or_create(t){const e=this._get_key(t);let a=this._map.get(e);if(null==a){const s=(0,n.gcd)(t);if(s>1){t=(0,o.map)(t,(t=>t/s)),a=this._get_or_create(t);const[r,n,_]=a;a=[r,n,s],this._map.set(e,a)}else{const[r,n]=this._create_texture(t);a=[r,n,s],this._map.set(e,a)}}return a}get(t){return t.length%2==1&&(t=(0,_.concat)([t,t])),this._get_or_create(t)}}a.DashCache=c,c.__name__="DashCache"},
+414: function _(n,t,e,r,o){function u(n,t){let e,r;n>t?(e=n,r=t):(e=t,r=n);let o=e%r;for(;0!=o;)e=r,r=o,o=e%r;return r}r(),e.gcd=function(n){let t=n[0];for(let e=1;e<n.length;e++)t=u(t,n[e]);return t},e.is_pow_2=function(n){return!(n&n-1||!n)}},
+415: function _(n,t,e,_,i){_();e.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nattribute vec2 a_position;\nattribute vec2 a_point_prev;\nattribute vec2 a_point_start;\nattribute vec2 a_point_end;\nattribute vec2 a_point_next;\nattribute float a_show_prev;\nattribute float a_show_curr;\nattribute float a_show_next;\n#ifdef DASHED\nattribute float a_length_so_far;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform float u_miter_limit;\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;  // Booleans for start/end caps and miters too long.\nvarying float v_cos_theta_turn_right_start;  // Sign gives turn_right, abs gives\nvarying float v_cos_theta_turn_right_end;    //   cos(theta).\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nvec2 line_intersection(in vec2 point0, in vec2 dir0,\n                       in vec2 point1, in vec2 dir1)\n{\n    // Line-line intersection: point0 + lambda0 dir0 = point1 + lambda1 dir1.\n    // Not checking if lines are parallel!\n    float lambda0 = cross_z(point1 - point0, dir1) / cross_z(dir0, dir1);\n    return point0 + lambda0*dir0;\n}\n\nfloat sign_no_zero(in float x)\n{\n    return x >= 0.0 ? 1.0 : -1.0;\n}\n\nvoid main()\n{\n    if (a_show_curr < 0.5) {\n        // Line segment has non-finite value at one or both ends, do not render.\n        gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n        return;\n    }\n\n    const float min_miter_factor_round_join_mesh = sqrt(2.0);\n\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    vec2 segment_along = normalize(a_point_end - a_point_start); // unit vector.\n    v_segment_length = length(a_point_end - a_point_start);\n    vec2 segment_right = right_vector(segment_along);  // unit vector.\n    vec2 xy;\n\n    bool miter_too_large_start = false;\n    bool miter_too_large_end = false;\n\n    v_coords.y = a_position.y*halfwidth;  // Overwritten later for end points.\n\n    bool has_start_cap = a_show_prev < 0.5;\n    bool has_end_cap = a_show_next < 0.5;\n\n    vec2 point_normal_start;\n    float cos_theta_start;\n    float turn_right_start;\n    if (has_start_cap)\n        point_normal_start = segment_right;\n    else {\n        vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\n        point_normal_start = normalize(segment_right + prev_right);\n        cos_theta_start = dot(segment_right, point_normal_start);  // Always +ve\n        turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\n    }\n\n    vec2 point_normal_end;\n    float cos_theta_end;\n    float turn_right_end;\n    if (has_end_cap)\n        point_normal_end = segment_right;\n    else {\n        vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\n        point_normal_end = normalize(segment_right + next_right);\n        cos_theta_end = dot(segment_right, point_normal_end);  // Always +ve\n        turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\n    }\n\n    float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\n    float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\n    if (join_type == miter_join) {\n        // If miter too large, use bevel join instead.\n        miter_too_large_start = (miter_factor_start > u_miter_limit);\n        miter_too_large_end = (miter_factor_end > u_miter_limit);\n    }\n\n    float sign_at_start = -sign(a_position.x);  // +ve at segment start, -ve end.\n    vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\n    vec2 adjacent_point =\n        sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\n                            : (has_end_cap ? a_point_end : a_point_next);\n\n    if ( (has_start_cap && sign_at_start > 0.0) ||\n         (has_end_cap && sign_at_start < 0.0) ) {\n        // Cap.\n        xy = point - segment_right*(halfwidth*a_position.y);\n        if (cap_type == butt_cap)\n            xy -= sign_at_start*0.5*u_antialias*segment_along;\n        else\n            xy -= sign_at_start*halfwidth*segment_along;\n    }\n    else { // Join.\n        // +ve if turning to right, -ve if to left.\n        float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\n\n        vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\n        vec2 point_right = normalize(segment_right + adjacent_right);\n        float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\n        bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\n\n        if (abs(a_position.x) > 1.5) {\n            // Outer point, meets prev/next segment.\n            float factor;  // multiplied by halfwidth...\n\n            if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\n                factor = 1.0 / miter_factor;  // cos_theta.\n            else if (join_type == round_join &&\n                     miter_factor > min_miter_factor_round_join_mesh)\n                factor = 1.0;\n            else  // miter, or round (small angle only).\n                factor = miter_factor;\n\n            xy = point - point_right*(halfwidth*turn_sign*factor);\n            v_coords.y = turn_sign*halfwidth*factor / miter_factor;\n        }\n        else if (turn_sign*a_position.y < 0.0) {\n            // Inner point, meets prev/next segment.\n            float len = halfwidth*miter_factor;\n            float segment_len = v_segment_length;\n            float adjacent_len = distance(point, adjacent_point);\n\n            if (len <= min(segment_len, adjacent_len))\n                // Normal behaviour.\n                xy = point - point_right*(len*a_position.y);\n            else\n                // For short wide line segments the inner point using the above\n                // calculation can be outside of the line.  Here clipping it.\n                xy = point + segment_right*(halfwidth*turn_sign);\n        }\n        else {\n            // Point along outside edge.\n            xy = point - segment_right*(halfwidth*a_position.y);\n            if (join_type == round_join &&\n                miter_factor > min_miter_factor_round_join_mesh) {\n                xy = line_intersection(xy, segment_along,\n                                       point - turn_sign*point_right*halfwidth,\n                                       right_vector(point_right));\n            }\n        }\n    }\n\n    vec2 pos = xy + 0.5;  // Bokeh's offset.\n    pos /= u_canvas_size / u_pixel_ratio;  // in 0..1\n    gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n\n    v_coords.x = dot(xy - a_point_start, segment_along);\n    v_flags = float(int(has_start_cap) +\n                    2*int(has_end_cap) +\n                    4*int(miter_too_large_start) +\n                    8*int(miter_too_large_end));\n    v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\n    v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\n\n#ifdef DASHED\n    v_length_so_far = a_length_so_far;\n#endif\n}\n"},
+416: function _(n,t,a,i,e){i();a.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform vec4 u_line_color;\n#ifdef DASHED\nuniform sampler2D u_dash_tex;\nuniform vec4 u_dash_tex_info;\nuniform float u_dash_scale;\nuniform float u_dash_offset;\n#endif\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;\nvarying float v_cos_theta_turn_right_start;\nvarying float v_cos_theta_turn_right_end;\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\n{\n    // +ve if point to right of line.\n    // Alternatively could do dot product with right_vector.\n    return cross_z(point - start, end - start);\n}\n\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\n{\n    return point_line_side(point, start, end) / distance(start, end);\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\n{\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n    float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\n\n    // In v_coords reference frame (x is along segment, y across).\n    vec2 line_start = vec2(distance_along, halfwidth*turn_right);\n    float sin_alpha = cos_theta;\n    float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\n    vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\n\n    return halfwidth + sign_start*point_line_distance(\n        v_coords, line_start, line_start+line_along);\n}\n\nfloat cap(in int cap_type, in float x, in float y)\n{\n    // x is distance along segment in direction away from end of segment,\n    // y is distance across segment.\n    if (cap_type == butt_cap)\n        return max(0.5*u_linewidth - x, abs(y));\n    else if (cap_type == square_cap)\n        return max(-x, abs(y));\n    else  // cap_type == round_cap\n        return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\n}\n\nfloat distance_to_alpha(in float dist)\n{\n    return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\n                            0.5*(u_linewidth + u_antialias), dist);\n}\n\n#ifdef DASHED\nfloat dash_distance(in float x)\n{\n    // x is in direction of v_coords.x, i.e. along segment.\n    float tex_length = u_dash_tex_info.x;\n    float tex_offset = u_dash_tex_info.y;\n    float tex_dist_min = u_dash_tex_info.z;\n    float tex_dist_max = u_dash_tex_info.w;\n\n    // Apply offset.\n    x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\n\n    // Interpolate within texture to obtain distance to dash.\n    float dist = texture2D(u_dash_tex,\n                           vec2(x / (tex_length*u_dash_scale), 0.0)).a;\n\n    // Scale distance within min and max limits.\n    dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\n\n    return u_dash_scale*dist;\n}\n\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\n{\n    // Return clipped dash distance, sign_along is +1.0 if looking forward\n    // into next segment and -1.0 if looking backward into previous segment.\n    float half_antialias = 0.5*u_antialias;\n\n    if (sign_along*x > half_antialias) {\n        // Outside antialias region, use usual dash distance.\n        return dash_distance(offset + x);\n    }\n    else {\n        // Inside antialias region.\n        // Dash distance at edge of antialias region clipped to half_antialias.\n        float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\n\n        // Physical distance from dash distance at edge of antialias region.\n        return edge_dist + sign_along*x - half_antialias;\n    }\n}\n\nmat2 rotation_matrix(in float sign_start)\n{\n    // Rotation matrix for v_coords from this segment to prev or next segment.\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n\n    float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\n    float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\n    float sin_2theta = 2.0*sin_theta*cos_theta;\n    return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\n}\n#endif\n\nvoid main()\n{\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    float half_antialias = 0.5*u_antialias;\n\n    // Extract flags.\n    int flags = int(v_flags + 0.5);\n    bool miter_too_large_end = (flags / 8 > 0);\n    flags -= 8*int(miter_too_large_end);\n    bool miter_too_large_start = (flags / 4 > 0);\n    flags -= 4*int(miter_too_large_start);\n    bool has_end_cap = (flags / 2 > 0);\n    flags -= 2*int(has_end_cap);\n    bool has_start_cap = flags > 0;\n\n    float dist = v_coords.y;  // For straight segment, and miter join.\n\n    // Along-segment coords with respect to end of segment, +ve inside segment\n    // so equivalent to v_coords.x at start of segment.\n    float end_coords_x = v_segment_length - v_coords.x;\n\n    if (v_coords.x <= half_antialias) {\n        // At start of segment, either cap or join.\n        if (has_start_cap)\n            dist = cap(cap_type, v_coords.x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(0.0, 0.0));\n        else if (join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_start))\n            dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n    else if (end_coords_x <= half_antialias) {\n        // At end of segment, either cap or join.\n        if (has_end_cap)\n            dist = cap(cap_type, end_coords_x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(v_segment_length, 0));\n        else if ((join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_end)))\n            dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n\n    float alpha = distance_to_alpha(abs(dist));\n\n#ifdef DASHED\n    if (u_dash_tex_info.x >= 0.0) {\n        // Dashes in straight segments (outside of joins) are easily calculated.\n        dist = dash_distance(v_coords.x);\n\n        if (!has_start_cap && cap_type == butt_cap) {\n            if (v_coords.x < half_antialias) {\n                // Outer of start join rendered solid color or not at all\n                // depending on whether corner point is in dash or gap, with\n                // antialiased ends.\n                if (dash_distance(0.0) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -v_coords.x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (v_coords.x > -half_antialias) {\n                        // Consider antialias region of dash after start region.\n                        float edge_dist = min(dash_distance(half_antialias), half_antialias);\n                        dist = max(dist, edge_dist + v_coords.x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 prev_coords = rotation_matrix(1.0)*v_coords;\n\n            if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\n                // Extend dashes across from end of previous segment, with antialiased end.\n                float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        if (!has_end_cap && cap_type == butt_cap) {\n            if (end_coords_x < half_antialias) {\n                // Similar for end join.\n                if (dash_distance(v_segment_length) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -end_coords_x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(v_segment_length - half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (end_coords_x > -half_antialias) {\n                        // Consider antialias region of dash before end region.\n                        float edge_dist = min(dash_distance(v_segment_length - half_antialias),\n                                              half_antialias);\n                        dist = max(dist, edge_dist + end_coords_x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\n\n            if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\n                // Extend dashes across from next segment, with antialiased end.\n                float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        dist = cap(cap_type, dist, v_coords.y);\n\n        float dash_alpha = distance_to_alpha(dist);\n        alpha = min(alpha, dash_alpha);\n    }\n#endif\n\n    alpha = u_line_color.a*alpha;\n    gl_FragColor = vec4(u_line_color.rgb*alpha, alpha);  // Premultiplied alpha.\n}\n"},
+417: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nattribute vec2 a_position;\nattribute vec2 a_center;\nattribute float a_width;\nattribute float a_height;\nattribute float a_angle; // In radians\nattribute float a_linewidth;\nattribute vec4 a_line_color;\nattribute vec4 a_fill_color;\nattribute float a_line_cap;\nattribute float a_line_join;\nattribute float a_show;\n#ifdef HATCH\nattribute float a_hatch_pattern;\nattribute float a_hatch_scale;\nattribute float a_hatch_weight;\nattribute vec4 a_hatch_color;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_antialias;\nuniform float u_size_hint;\n\nvarying float v_linewidth;\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\nvoid main()\n{\n  if (a_show < 0.5) {\n    // Do not show this rect.\n    gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n    return;\n  }\n\n  v_size = vec2(a_width, a_height);\n  v_linewidth = a_linewidth;\n  v_line_color = a_line_color;\n  v_fill_color = a_fill_color;\n  v_line_cap = a_line_cap;\n  v_line_join = a_line_join;\n\n  if (v_linewidth < 1.0) {\n    // Linewidth less than 1 is implemented as 1 but with reduced alpha.\n    v_line_color.a *= v_linewidth;\n    v_linewidth = 1.0;\n  }\n\n#ifdef HATCH\n  v_hatch_pattern = a_hatch_pattern;\n  v_hatch_scale = a_hatch_scale;\n  v_hatch_weight = a_hatch_weight;\n  v_hatch_color = a_hatch_color;\n#endif\n\n  vec2 enclosing_size;\n  // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\n  // edge of bounding box.  If symmetric spike towards edge then multiply by\n  // 1/cos(theta) where theta is angle between spike and bbox edges.\n  int size_hint = int(u_size_hint + 0.5);\n  if (size_hint == 1)  // Dash\n    enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\n                          v_linewidth + u_antialias);\n  else if (size_hint == 2)  // Dot\n    enclosing_size = 0.25*v_size + u_antialias;\n  else if (size_hint == 3)  // Diamond\n    enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\n                          v_size.y + (v_linewidth + u_antialias)*1.80278);\n  else if (size_hint == 4)  // Hex\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\n  else if (size_hint == 5)  // Square pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\n  else if (size_hint == 6)  // Triangle\n    enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\n                          v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\n  else if (size_hint == 7)  // Triangle pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\n  else if (size_hint == 8)  // Star\n    enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\n                          v_size.y + (v_linewidth + u_antialias)*3.2);\n  else\n    enclosing_size = v_size + v_linewidth + u_antialias;\n\n  // Coordinates in rotated frame with respect to center of marker, used for\n  // distance functions in fragment shader.\n  v_coords = a_position*enclosing_size;\n\n  float c = cos(-a_angle);\n  float s = sin(-a_angle);\n  mat2 rotation = mat2(c, -s, s, c);\n\n  vec2 pos = a_center + rotation*v_coords;\n#ifdef HATCH\n  // Coordinates for hatching in unrotated frame of reference.\n  v_hatch_coords = pos - 0.5;\n#endif\n  pos += 0.5; // Make up for Bokeh's offset.\n  pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\n  gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n}\n"},
+418: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nconst float SQRT2 = sqrt(2.0);\nconst float SQRT3 = sqrt(3.0);\nconst float PI = 3.14159265358979323846;\n\nconst int butt_cap = 0;\nconst int round_cap = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\n#ifdef HATCH\nconst int hatch_dot = 1;\nconst int hatch_ring = 2;\nconst int hatch_horizontal_line = 3;\nconst int hatch_vertical_line = 4;\nconst int hatch_cross = 5;\nconst int hatch_horizontal_dash = 6;\nconst int hatch_vertical_dash = 7;\nconst int hatch_spiral = 8;\nconst int hatch_right_diagonal_line = 9;\nconst int hatch_left_diagonal_line = 10;\nconst int hatch_diagonal_cross = 11;\nconst int hatch_right_diagonal_dash = 12;\nconst int hatch_left_diagonal_dash = 13;\nconst int hatch_horizontal_wave = 14;\nconst int hatch_vertical_wave = 15;\nconst int hatch_criss_cross = 16;\n#endif\n\nuniform float u_antialias;\n\nvarying float v_linewidth;\nvarying vec2 v_size;\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\n// on top of the fill rather than astride it.\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) ||     defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) ||     defined(USE_TRIANGLE_DOT)\n  #define APPEND_DOT\n#endif\n\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\n  #define APPEND_CROSS\n#endif\n\n#ifdef USE_DIAMOND_CROSS\n  #define APPEND_CROSS_2\n#endif\n\n#ifdef USE_CIRCLE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (0.5*v_size.x)\n#endif\n\n#ifdef USE_SQUARE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (v_size.x/SQRT2)\n#endif\n\n#ifdef USE_CIRCLE_Y\n  #define APPEND_Y\n#endif\n\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) ||     defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\n  // No fill.\n  #define LINE_ONLY\n#endif\n\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) ||     defined(APPEND_X) || defined(APPEND_Y)\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\n{\n  vec2 offset = p - end_point;\n  if (line_cap == butt_cap)\n    return dot(offset, unit_direction) + 0.5*v_linewidth;\n  else if (line_cap == square_cap)\n    return dot(offset, unit_direction);\n  else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\n    return length(offset);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\n// the line segments.  The line through these points is the bevel line, characterised by a vec2\n// unit_normal and offset distance from the corner point.  Edge of bevel join straddles this line,\n// round join occurs outside of this line centred on the corner point.  In general\n//   offset = (linewidth/2)*sin(alpha/2)\n// where alpha is the angle between the 2 line segments at the corner.\nfloat line_join_distance_no_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\n{\n  // Simplified version of line_join_distance ignoring miter which most markers do implicitly\n  // as they are composed of straight line segments.\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\n// calling function.\nfloat line_join_distance_incl_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\n  vec2 miter_unit_normal)\n{\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == miter_join && dist_outside > 0.0)\n    return dot((p - corner), miter_unit_normal);\n  else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) ||     defined(USE_CROSS) || defined(USE_X)\nfloat one_cross(in vec2 p, in int line_cap, in float len)\n{\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#ifdef APPEND_CROSS_2\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\n{\n  // Cross with different length in x and y directions.\n  p = abs(p);\n  bool switch_xy = (p.y > p.x);\n  p = switch_xy ? p.yx : p.xy;\n  float len = switch_xy ? lengths.y : lengths.x;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(APPEND_Y) || defined(USE_Y)\nfloat one_y(in vec2 p, in int line_cap, in float len)\n{\n  p = vec2(abs(p.x), -p.y);\n\n  // End point of line to right is (1/2, 1/3)*len*SQRT3.\n  // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\n  const float k = 6.0/sqrt(13.0);\n  vec2 unit_along = vec2(0.5*k, k/3.0);\n  vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\n  float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\n                   end_cap_distance(p, end_point, unit_along, line_cap));\n\n  if (p.y < 0.0) {\n    // Vertical line.\n    float vert_dist = max(p.x,\n                          end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\n    dist = min(dist, vert_dist);\n  }\n  return dist;\n}\n#endif\n\n// One marker_distance function per marker type.\n// Distance is zero on edge of marker, +ve outside and -ve inside.\n\n#ifdef USE_ASTERISK\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  float len = 0.5*v_size.x;\n  return min(one_cross(p, line_cap, len),  // cross\n             one_cross(p_diag, line_cap, len));  // x\n}\n#endif\n\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) ||     defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return length(p) - 0.5*v_size.x;\n}\n#endif\n\n#ifdef USE_CROSS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_DASH\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  p = abs(p);\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\n  // where r = radius = v_size.x/2.\n  // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\n  // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\n  p = abs(p);\n  float r = 0.5*v_size.x;\n  const float SQRT13 = sqrt(13.0);\n  float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_DOT\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Dot is always appended.\n  return v_linewidth+u_antialias;\n}\n#endif\n\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // A regular hexagon has v_size.x == v.size_y = r where r is the length of\n  // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\n  // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\n  // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\n  // Sloping line has outward normal vec2(h, rx/2).  Length of this is\n  // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\n  // from origin of this line is rx*h/len.\n  p = abs(p);\n  float rx = v_size.x/2.0;\n  float h = v_size.y*(SQRT3/4.0);\n  float len_normal = sqrt(h*h + 0.25*rx*rx);\n  vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\n  float dist = max(dot(p, unit_normal) - rx*h/len_normal,  // Distance from sloping line.\n                   p.y - h);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\n\n    unit_normal = normalize(unit_normal + vec2(0.0, 1.0));  // At (rx/2, h) corner.\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\n  }\n  return dist;\n}\n#endif\n\n#ifdef USE_PLUS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider one octant, the +ve quadrant with x >= y.\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n\n  // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\n  float r = 0.5*v_size.x;\n  p = p - vec2(r, 0.375*r);  // Distance with respect to outside corner\n  float dist = max(p.x, p.y);\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n    // Inside corner\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) ||     defined(USE_SQUARE_X)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  vec2 p2 = abs(p) - v_size/2.0;  // Offset from corner\n  float dist = max(p2.x, p2.y);\n\n  if (line_join != miter_join)\n    dist = max(dist, line_join_distance_no_miter(\n      p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_SQUARE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  // p is in octant between y=0 and y=x.\n  // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\n  // Circular arc that passes through the same points has center at\n  // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\n  // x - 11r/16 = 1.75626 precisely.\n  float r = 0.5*v_size.x;\n  float center_x = r*2.44375;\n  float radius = r*1.75626;\n  float dist = radius - distance(p, vec2(center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8/5) - pi/4)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\n    vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\n\n  return dist;\n}\n#endif\n\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  const float SQRT5 = sqrt(5.0);\n  const float COS72 = 0.25*(SQRT5 - 1.0);\n  const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\n\n  float angle = atan(p.x, p.y);  // In range -pi to +pi clockwise from +y direction.\n  angle = mod(angle, 0.4*PI) - 0.2*PI;  // In range -pi/5 to +pi/5 clockwise from +y direction.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in pi/10 (36 degree) sector.\n\n  // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\n  // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\n  // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\n  float r = 0.5*v_size.x;\n  float a = r*sqrt(5.0 - 2.0*SQRT5);\n  float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\n\n    // Inside corner\n    const float COS36 = sqrt(0.5 + COS72/2.0);\n    const float SIN36 = sqrt(0.5 - COS72/2.0);\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\n  // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\n  // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\n  // and distance from origin of a.  Horizontal line has outward-facing unit normal\n  // vec2(0, 1) and distance from origin of a.\n  float r = 0.5*v_size.x;\n  float a = r*SQRT3/3.0;\n\n  // Only need to consider +ve x.\n#ifdef USE_INVERTED_TRIANGLE\n  p = vec2(abs(p.x), -p.y);\n#else\n  p = vec2(abs(p.x), p.y);\n#endif\n\n  float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a,  // Distance from sloping line.\n                   p.y - a);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_TRIANGLE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  float angle = atan(p.x, -p.y);  // In range -pi to +pi.\n  angle = mod(angle, PI*2.0/3.0) - PI/3.0;  // In range -pi/3 to pi/3.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in range 0 to pi/3.\n  // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\n  // a = r/SQRT3, b = 3a/8 = r SQRT3/8.  Circular arc that passes through the same points has\n  // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\n  // Ignore r factor until the end so can use const.\n  const float a = 1.0/SQRT3;\n  const float b = SQRT3/8.0;\n  const float c = (a-b)/2.0;\n  const float x = (1.0 - c*c) / (2.0*c);\n  const float center_x = x + a;\n  const float radius = x + c;\n  float r = 0.5*v_size.x;\n  float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\n    vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_X\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_Y\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_y(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\n// on antialiasing width.\nfloat distance_to_fraction(in float dist)\n{\n  return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\n}\n\n// Return fraction from 0 (no fill color) to 1 (full fill color).\nfloat fill_fraction(in float dist)\n{\n  return distance_to_fraction(dist);\n}\n\n// Return fraction in range 0 (no line color) to 1 (full line color).\nfloat line_fraction(in float dist)\n{\n  return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\n}\n\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\nvec4 fractional_color(in vec4 color, in float fraction)\n{\n  color.a *= fraction;\n  color.rgb *= color.a;\n  return color;\n}\n\n// Blend colors that have premultiplied alpha.\nvec4 blend_colors(in vec4 src, in vec4 dest)\n{\n  return (1.0 - src.a)*dest + src;\n}\n\n#ifdef APPEND_DOT\nfloat dot_fraction(in vec2 p)\n{\n  // Assuming v_size.x == v_size.y\n  float radius = 0.125*v_size.x;\n  float dot_distance = max(length(p) - radius, -0.5*u_antialias);\n  return fill_fraction(dot_distance);\n}\n#endif\n\n#ifdef HATCH\n// Wrap coordinate(s) by removing integer part to give distance from center of\n// repeat, in the range -0.5 to +0.5.\nfloat wrap(in float x)\n{\n  return fract(x) - 0.5;\n}\n\nvec2 wrap(in vec2 xy)\n{\n  return fract(xy) - 0.5;\n}\n\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\n{\n  float scale = v_hatch_scale; // Hatch repeat distance.\n\n  // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\n  coords = coords / scale;\n  float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\n\n  // Default is to return fraction of zero, i.e. no pattern.\n  float dist = u_antialias;\n\n  if (hatch_pattern == hatch_dot) {\n    const float dot_radius = 0.25;\n    dist = length(wrap(coords)) - dot_radius;\n  }\n  else if (hatch_pattern == hatch_ring) {\n    const float ring_radius = 0.25;\n    dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_line) {\n    dist = abs(wrap(coords.y)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_line) {\n    dist = abs(wrap(coords.x)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_cross) {\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_dash) {\n    // Dashes have square caps.\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.y)),\n               abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_dash) {\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.x)),\n               abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_spiral) {\n    vec2 wrap2 = wrap(coords);\n    float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\n    // Canvas spiral radius increases by scale*pi/15 each rotation.\n    const float dr = PI/15.0;\n    float radius = length(wrap2);\n    // At any angle, spiral lines are equally spaced dr apart.\n    // Find distance to nearest of these lines.\n    float frac = fract((radius - dr*angle) / dr); // 0 to 1.\n    dist = dr*(abs(frac - 0.5));\n    dist = min(dist, radius) - halfwidth; // Consider center point also.\n  }\n  else if (hatch_pattern == hatch_right_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_diagonal_cross) {\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_right_diagonal_dash) {\n    float across = coords.x + coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x - coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_dash) {\n    float across = coords.x - coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x + coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_wave) {\n    float wrapx = wrap(coords.x);\n    float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\n    dist = abs(wrapy) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_wave) {\n    float wrapy = wrap(coords.y);\n    float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\n    dist = abs(wrapx) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_criss_cross) {\n    float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\n\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\n\n    dist = min(plus, X) - halfwidth;\n  }\n\n  return distance_to_fraction(dist*scale);\n}\n#endif\n\nvoid main()\n{\n  int line_cap = int(v_line_cap + 0.5);\n  int line_join = int(v_line_join + 0.5);\n#ifdef HATCH\n  int hatch_pattern = int(v_hatch_pattern + 0.5);\n#endif\n\n  float dist = marker_distance(v_coords, line_cap, line_join);\n\n#ifdef LINE_ONLY\n  vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\n#else\n  float fill_frac = fill_fraction(dist);\n  vec4 color = fractional_color(v_fill_color, fill_frac);\n#endif\n\n#if defined(HATCH) && !defined(LINE_ONLY)\n  if (hatch_pattern > 0 && fill_frac > 0.0) {\n    float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\n    vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\n    color = blend_colors(hatch_color, color);\n  }\n#endif\n\n  float line_frac = line_fraction(dist);\n\n#ifdef APPEND_DOT\n  line_frac = max(line_frac, dot_fraction(v_coords));\n#endif\n#ifdef APPEND_CROSS\n  line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n#ifdef APPEND_CROSS_2\n  vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\n  line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\n#endif\n#ifdef APPEND_X\n  vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\n  line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\n#endif\n#ifdef APPEND_Y\n  line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n\n  if (line_frac > 0.0) {\n    vec4 line_color = fractional_color(v_line_color, line_frac);\n    color = blend_colors(line_color, color);\n  }\n\n  gl_FragColor = color;\n}\n"},
+419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__="BaseMarkerGL",l.missing_point=-1e4},
+420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__="BaseGLGlyph"},
+421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e<t;e++)a[e]=r[e];this.update()}set_from_prop(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=r.get(t);this.update(r.is_Scalar())}set_from_scalar(r,t=4){this.get_sized_array(t).fill(r),this.update(!0)}to_attribute_config(r=0){return{buffer:this.buffer,divisor:this.is_scalar?0:1,normalized:this.is_normalized(),offset:r}}update(r=!1){null==this.buffer?this.buffer=this.regl_wrapper.buffer({usage:"dynamic",data:this.array}):this.buffer({data:this.array}),this.is_scalar=r}}n.__name__="WrappedBuffer";class l extends n{new_array(r){return new Float32Array(r)}}a.Float32Buffer=l,l.__name__="Float32Buffer";class o extends n{new_array(r){return new Uint8Array(r)}set_from_color(r,t,a=4){const e=r.is_Scalar()&&t.is_Scalar(),s=e?a:r.length,i=this.get_sized_array(4*s);for(let a=0;a<s;a++){const[e,s,n,l]=(0,_.color2rgba)(r.get(a),t.get(a));i[4*a]=e,i[4*a+1]=s,i[4*a+2]=n,i[4*a+3]=l}this.update(e)}set_from_hatch_pattern(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=(0,i.hatch_pattern_to_index)(r.get(t));this.update(r.is_Scalar())}set_from_line_cap(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.cap_lookup[r.get(t)];this.update(r.is_Scalar())}set_from_line_join(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.join_lookup[r.get(t)];this.update(r.is_Scalar())}}a.Uint8Buffer=o,o.__name__="Uint8Buffer";class h extends o{is_normalized(){return!0}}a.NormalizedUint8Buffer=h,h.__name__="NormalizedUint8Buffer"},
+422: function _(a,e,r,n,t){n();const i=a(52);r.cap_lookup={butt:0,round:1,square:2},r.join_lookup={miter:0,round:1,bevel:2};const o={blank:0,dot:1,ring:2,horizontal_line:3,vertical_line:4,cross:5,horizontal_dash:6,vertical_dash:7,spiral:8,right_diagonal_line:9,left_diagonal_line:10,diagonal_cross:11,right_diagonal_dash:12,left_diagonal_dash:13,horizontal_wave:14,vertical_wave:15,criss_cross:16};r.hatch_pattern_to_index=function(a){var e,r;return null!==(r=o[null!==(e=i.hatch_aliases[a])&&void 0!==e?e:a])&&void 0!==r?r:0},r.marker_type_to_size_hint=function(a){switch(a){case"dash":return 1;case"dot":return 2;case"diamond":case"diamond_cross":case"diamond_dot":return 3;case"hex":return 4;case"square_pin":return 5;case"inverted_triangle":case"triangle":case"triangle_dot":return 6;case"triangle_pin":return 7;case"star":case"star_dot":return 8;default:return 0}}},
+423: function _(s,t,i,e,r){e();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"circle")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s),i=this._widths.get_sized_array(s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point),i[e]=2*this.glyph.sradius[e];this._centers.update(),this._widths.update(),this._angles.set_from_prop(this.glyph.angle)}}i.CircleGL=l,l.__name__="CircleGL"},
+424: function _(s,t,e,_,h){_();const a=s(419),i=s(421);class l extends a.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}_draw_impl(s,t,e,_){e.data_changed&&(e._set_data(),e.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const h=e.nvertices;null==this._show&&(this._show=new i.Uint8Buffer(this.regl_wrapper));const a=this._show.length,l=this._show.get_sized_array(h);if(s.length<h){this._show_all=!1;for(let s=0;s<h;s++)l[s]=0;for(let t=0;t<s.length;t++)l[s[t]]=255}else if(!this._show_all||a!=h){this._show_all=!0;for(let s=0;s<h;s++)l[s]=255}this._show.update(),this._draw_one_marker_type(_,t,e)}}e.SingleMarkerGL=l,l.__name__="SingleMarkerGL"},
+425: function _(s,t,e,i,h){i();const r=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"hex")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=new r.Float32Buffer(this.regl_wrapper),this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),"pointytop"==this.glyph.model.orientation?(this._angles.set_from_scalar(.5*Math.PI),this._widths.set_from_scalar(2*this.glyph.svy[0]),this._heights.set_from_scalar(4*this.glyph.svx[4]/Math.sqrt(3))):(this._angles.set_from_scalar(0),this._widths.set_from_scalar(2*this.glyph.svx[0]),this._heights.set_from_scalar(4*this.glyph.svy[4]/Math.sqrt(3)))}}e.HexTileGL=l,l.__name__="HexTileGL"},
+426: function _(s,i,t,h,e){h();const _=s(420),l=s(22),a=s(46),n=s(422),o=s(421);class r extends _.BaseGLGlyph{constructor(s,i){super(s,i),this.glyph=i,this._antialias=1.5,this._miter_limit=5}draw(s,i,t){const h=i.glglyph;this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),h.data_changed&&(h._set_data(),h.data_changed=!1);const e=this.glyph.visuals.line,_=n.cap_lookup[e.line_cap.value],l=n.join_lookup[e.line_join.value],a=h._points,o={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[t.width,t.height],pixel_ratio:t.pixel_ratio,line_color:this._color,linewidth:this._linewidth,antialias:this._antialias,miter_limit:this._miter_limit,points:a,show:h._show,nsegments:a.length/2-3,line_join:l,line_cap:_};if(this._is_dashed()){const s=Object.assign(Object.assign({},o),{length_so_far:this._length_so_far,dash_tex:this._dash_tex,dash_tex_info:this._dash_tex_info,dash_scale:this._dash_scale,dash_offset:this._dash_offset});this.regl_wrapper.dashed_line()(s)}else this.regl_wrapper.solid_line()(o)}_is_dashed(){return this._line_dash.length>0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;i<s+1;i++)t[2*i]=this.glyph.sx[i-1],t[2*i+1]=this.glyph.sy[i-1];this._is_closed?(t[0]=t[2*s-2],t[1]=t[2*s-1],t[2*s+2]=t[4],t[2*s+3]=t[5]):(t[0]=0,t[1]=0,t[2*s+2]=0,t[2*s+3]=0),this._points.update(),null==this._show&&(this._show=new o.Uint8Buffer(this.regl_wrapper));const h=this._show.get_sized_array(s+1);let e=isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]);for(let i=1;i<s;i++){const s=isFinite(this.glyph.sx[i])&&isFinite(this.glyph.sy[i]);h[i]=e&&s?1:0,e=s}if(this._is_closed?(h[0]=h[s-1],h[s]=h[1]):(h[0]=0,h[s]=0),this._show.update(),this._is_dashed()){null==this._length_so_far&&(this._length_so_far=new o.Float32Buffer(this.regl_wrapper));const s=this._length_so_far.get_sized_array(i);let e=0;for(let _=0;_<i;_++)s[_]=e,1==h[_+1]&&(e+=Math.sqrt((t[2*_+4]-t[2*_+2])**2+(t[2*_+5]-t[2*_+3])**2));this._length_so_far.update()}}_set_visuals(){const s=this.glyph.visuals.line,i=(0,l.color2rgba)(s.line_color.value,s.line_alpha.value);this._color=i.map((s=>s/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__="LineGL"},
+427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r<s;r++){const s=this.glyph.sleft[r],h=this.glyph.sright[r],n=this.glyph.stop[r],_=this.glyph.sbottom[r];isFinite(s)&&isFinite(h)&&isFinite(n)&&isFinite(_)?(t[2*r]=(s+h)/2,t[2*r+1]=(n+_)/2,i[r]=Math.abs(n-_),e[r]=Math.abs(h-s)):(t[2*r]=a.SingleMarkerGL.missing_point,t[2*r+1]=a.SingleMarkerGL.missing_point,i[r]=a.SingleMarkerGL.missing_point,e[r]=a.SingleMarkerGL.missing_point)}this._centers.update(),this._heights.update(),this._widths.update()}}i.LRTBGL=n,n.__name__="LRTBGL"},
+428: function _(s,t,e,i,_){i();const h=s(419),r=s(421);class a extends h.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){const i=t.glglyph;i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const _=i.nvertices;null==this._show&&(this._show=new r.Uint8Buffer(this.regl_wrapper));const h=i._unique_marker_types.length;for(const t of i._unique_marker_types){if(null==t)continue;let r=_;const a=this._show.length,n=this._show.get_sized_array(_);if(h>1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=h.BaseMarkerGL.missing_point,t[2*e+1]=h.BaseMarkerGL.missing_point);this._centers.update(),this._widths.set_from_prop(this.glyph.size),this._angles.set_from_prop(this.glyph.angle),this._marker_types=this.glyph.marker,this._unique_marker_types=[...new Set(this._marker_types)]}}e.MultiMarkerGL=a,a.__name__="MultiMarkerGL"},
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diff --git a/img/cpu_memory_usage.html b/img/cpu_memory_usage.html
new file mode 100644
index 000000000..1d80a8dba
--- /dev/null
+++ b/img/cpu_memory_usage.html
@@ -0,0 +1,723 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <link rel="preload" href="https://fonts.googleapis.com/css?family=Lato">
+    <meta charset="utf-8">
+    <title>Bokeh Application</title>
+    <script type="text/javascript">
+        /* BEGIN bokeh.min.js */
+/*!
+ * Copyright (c) 2012 - 2022, Anaconda, Inc., and Bokeh Contributors
+ * All rights reserved.
+ * 
+ * Redistribution and use in source and binary forms, with or without modification,
+ * are permitted provided that the following conditions are met:
+ * 
+ * Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ * 
+ * Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ * 
+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
+ * without specific prior written permission.
+ * 
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+ * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ * THE POSSIBILITY OF SUCH DAMAGE.
+ */
+(function(root, factory) {
+  const bokeh = factory();
+  bokeh.__bokeh__ = true;
+  if (typeof root.Bokeh === "undefined" || typeof root.Bokeh.__bokeh__ === "undefined") {
+    root.Bokeh = bokeh;
+  }
+  const Bokeh = root.Bokeh;
+  Bokeh[bokeh.version] = bokeh;
+})(this, function() {
+  let define;
+  const parent_require = typeof require === "function" && require
+  return (function(modules, entry, aliases, externals) {
+  if (aliases === undefined) aliases = {};
+  if (externals === undefined) externals = {};
+
+  const cache = {};
+
+  const normalize = function(name) {
+    if (typeof name === "number")
+      return name;
+
+    if (name === "bokehjs")
+      return entry;
+
+    if (!externals[name]) {
+      const prefix = "@bokehjs/"
+      if (name.slice(0, prefix.length) === prefix)
+        name = name.slice(prefix.length)
+    }
+
+    const alias = aliases[name]
+    if (alias != null)
+      return alias;
+
+    const trailing = name.length > 0 && name[name.lenght-1] === "/";
+    const index = aliases[name + (trailing ? "" : "/") + "index"];
+    if (index != null)
+      return index;
+
+    return name;
+  }
+
+  const require = function(name) {
+    let mod = cache[name];
+    if (!mod) {
+      const id = normalize(name);
+
+      mod = cache[id];
+      if (!mod) {
+        if (!modules[id]) {
+          if (externals[id] === false || (externals[id] == true && parent_require)) {
+            try {
+              mod = {exports: externals[id] ? parent_require(id) : {}};
+              cache[id] = cache[name] = mod;
+              return mod.exports;
+            } catch (e) {}
+          }
+
+          const err = new Error("Cannot find module '" + name + "'");
+          err.code = 'MODULE_NOT_FOUND';
+          throw err;
+        }
+
+        mod = {exports: {}};
+        cache[id] = cache[name] = mod;
+
+        function __esModule() {
+          Object.defineProperty(mod.exports, "__esModule", {value: true});
+        }
+
+        function __esExport(name, value) {
+          Object.defineProperty(mod.exports, name, {
+            enumerable: true, get: function () { return value; }
+          });
+        }
+
+        modules[id].call(mod.exports, require, mod, mod.exports, __esModule, __esExport);
+      } else {
+        cache[name] = mod;
+      }
+    }
+
+    return mod.exports;
+  }
+  require.resolve = function(name) {
+    return ""
+  }
+
+  const main = require(entry);
+  main.require = require;
+
+  if (typeof Proxy !== "undefined") {
+    // allow Bokeh.loader["@bokehjs/module/name"] syntax
+    main.loader = new Proxy({}, {
+      get: function(_obj, module) {
+        return require(module);
+      }
+    });
+  }
+
+  main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {
+    if (plugin_aliases === undefined) plugin_aliases = {};
+    if (plugin_externals === undefined) plugin_externals = {};
+
+    for (let name in plugin_modules) {
+      modules[name] = plugin_modules[name];
+    }
+
+    for (let name in plugin_aliases) {
+      aliases[name] = plugin_aliases[name];
+    }
+
+    for (let name in plugin_externals) {
+      externals[name] = plugin_externals[name];
+    }
+
+    const plugin = require(plugin_entry);
+
+    for (let name in plugin) {
+      main[name] = plugin[name];
+    }
+
+    return plugin;
+  }
+
+  return main;
+})
+([
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+function _(e,t,o,s,l){s();const n=e(1);l("version",e(3).version),l("index",e(4).index),o.embed=(0,n.__importStar)(e(4)),o.protocol=(0,n.__importStar)(e(406)),o._testing=(0,n.__importStar)(e(407));var r=e(19);l("logger",r.logger),l("set_log_level",r.set_log_level),l("settings",e(28).settings),l("Models",e(7).Models),l("documents",e(5).documents),l("safely",e(408).safely)},
+function _(n,i,o,c,e){c(),o.version="2.4.3"},
+function _(e,o,t,n,s){n();const d=e(5),r=e(19),_=e(34),c=e(13),i=e(8),a=e(16),u=e(397),l=e(399),m=e(398);var f=e(397);s("add_document_standalone",f.add_document_standalone),s("index",f.index),s("add_document_from_session",e(399).add_document_from_session);var g=e(404);async function w(e,o,t,n){(0,i.isString)(e)&&(e=JSON.parse((0,_.unescape)(e)));const s={};for(const[o,t]of(0,c.entries)(e))s[o]=d.Document.from_json(t);const a=[];for(const e of o){const o=(0,m._resolve_element)(e),d=(0,m._resolve_root_elements)(e);if(null!=e.docid)a.push(await(0,u.add_document_standalone)(s[e.docid],o,d,e.use_for_title));else{if(null==e.token)throw new Error("Error rendering Bokeh items: either 'docid' or 'token' was expected.");{const s=(0,l._get_ws_url)(t,n);r.logger.debug(`embed: computed ws url: ${s}`);try{a.push(await(0,l.add_document_from_session)(s,e.token,o,d,e.use_for_title)),console.log("Bokeh items were rendered successfully")}catch(e){console.log("Error rendering Bokeh items:",e)}}}}return a}s("embed_items_notebook",g.embed_items_notebook),s("kernels",g.kernels),s("BOKEH_ROOT",e(398).BOKEH_ROOT),t.embed_item=async function(e,o){const t={},n=(0,_.uuid4)();t[n]=e.doc,null==o&&(o=e.target_id);const s=document.getElementById(o);null!=s&&s.classList.add(m.BOKEH_ROOT);const d={roots:{[e.root_id]:o},root_ids:[e.root_id],docid:n};await(0,a.defer)();const[r]=await w(t,[d]);return r},t.embed_items=async function(e,o,t,n){return await(0,a.defer)(),w(e,o,t,n)}},
+function _(t,_,o,r,n){r();const a=t(1);(0,a.__exportStar)(t(6),o),(0,a.__exportStar)(t(35),o)},
+function _(e,t,s,o,n){o();const i=e(1),r=e(7),l=e(3),_=e(19),a=e(251),c=e(14),d=e(30),h=e(15),f=e(17),u=e(31),m=e(29),g=e(9),v=e(13),p=(0,i.__importStar)(e(77)),w=e(26),b=e(8),y=e(309),k=e(75),M=e(53),j=e(396),z=e(35);class S{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new z.MessageSentEvent(this.document,"bokeh_event",e.to_json());this.document._trigger_on_change(t)}trigger(e){for(const t of this.subscribed_models)null!=e.origin&&e.origin!=t||t._process_event(e)}}s.EventManager=S,S.__name__="EventManager",s.documents=[],s.DEFAULT_TITLE="Bokeh Application";class E{constructor(e){var t;s.documents.push(this),this._init_timestamp=Date.now(),this._resolver=null!==(t=null==e?void 0:e.resolver)&&void 0!==t?t:new r.ModelResolver,this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new Map,this._message_callbacks=new Map,this.event_manager=new S(this),this.idle=new h.Signal0(this,"idle"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof y.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e,t=null){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_finalize=t,this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&(this._interactive_plot.trigger_event(new a.LODEnd),null!=this._interactive_finalize&&this._interactive_finalize()),this._interactive_plot=null,this._interactive_timestamp=null,this._interactive_finalize=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error("Attempted to overwrite a document with itself");e.clear();const t=(0,g.copy)(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug("invalidating document models"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new z.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof M.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof z.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new z.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const i of e){const e=i.id,r=i.type,l=null!==(o=i.attributes)&&void 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,r,l,s),null!=i.subtype&&_.set_subtype(i.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var i;if((0,f.is_ref)(e)){const o=null!==(i=t.get(e.id))&&void 0!==i?i:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}if((0,u.is_NDArray_ref)(e)){const{buffer:t,dtype:s,shape:n}=(0,u.decode_NDArray)(e,o);return(0,m.ndarray)(t,{dtype:s,shape:n})}return(0,b.isArray)(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):(0,b.isPlainObject)(e)?function(e){const t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:"ModelChanged",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),i=Object.keys(t.attributes),r=(0,g.difference)(n,i),l=(0,g.difference)(i,n),a=(0,g.intersection)(n,i),c=[];for(const e of r)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const i=t.attributes[n];c.push(E._event_for_attribute_change(e,n,i,s,o))}for(const n of a){const i=e.attributes[n],r=t.attributes[n];null==i&&null==r||(null==i||null==r?c.push(E._event_for_attribute_change(e,n,r,s,o)):"data"==n||(0,w.is_equal)(i,r)||c.push(E._event_for_attribute_change(e,n,r,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),i=new Map,r=[];for(const t of e.roots.root_ids)i.set(t,n.get(t)),r.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(r.sort(),a.sort(),(0,g.difference)(r,a).length>0||(0,g.difference)(a,r).length>0)throw new Error("Not implemented: computing add/remove of document roots");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug("Creating Document from JSON");const t=e.version,s=-1!==t.indexOf("+")||-1!==t.indexOf("-"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\./,"$1")==t?_.logger.debug(o):(_.logger.warn("JS/Python version mismatch"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error("Cannot create a patch using events from a different document");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case"RootAdded":case"RootRemoved":case"ModelChanged":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}"`),new Error("event model wasn't known");break}}const r=new Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case"MessageSent":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error("expected exactly one buffer");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case"ModelChanged":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case"ColumnDataChanged":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case"ColumnsStreamed":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot stream to non-ColumnDataSource");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case"ColumnsPatched":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot patch non-ColumnDataSource");const n=e.patches;o.patch(n,s);break}case"RootAdded":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case"RootRemoved":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case"TitleChanged":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__="Document"},
+function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__="ModelResolver";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},
+function _(n,t,r,e,i){e();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||"[object Boolean]"===u.call(n)}function f(n){return"[object Number]"===u.call(n)}function l(n){return"[object String]"===u.call(n)}function s(n){return"symbol"==typeof n}function a(n){const t=typeof n;return"function"===t||"object"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return"[object Function]"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&"length"in n}},
+function _(n,t,e,r,o){r();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const i=n(10),u=n(11),c=n(12);o("map",c.map),o("reduce",c.reduce),o("min",c.min),o("min_by",c.min_by),o("max",c.max),o("max_by",c.max_by),o("sum",c.sum),o("cumsum",c.cumsum),o("every",c.every),o("some",c.some),o("find",c.find),o("find_last",c.find_last),o("find_index",c.find_index),o("find_last_index",c.find_last_index),o("sorted_index",c.sorted_index),o("is_empty",c.is_empty);const f=Array.prototype.slice;function s(n){return f.call(n)}function a(n){return[].concat(...n)}function l(n,t){return-1!==n.indexOf(t)}function m(n,t,e=1){(0,u.assert)(e>0,"'step' must be a positive number"),null==t&&(t=n,n=0);const{max:r,ceil:o,abs:i}=Math,c=n<=t?e:-e,f=r(o(i(t-n)/e),0),s=new Array(f);for(let t=0;t<f;t++,n+=c)s[t]=n;return s}e.head=function(n){return n[0]},e.tail=function(n){return n[n.length-1]},e.last=function(n){return n[n.length-1]},e.copy=s,e.concat=a,e.includes=l,e.contains=l,e.nth=function(n,t){return n[t>=0?t:n.length+t]},e.zip=function(...n){if(0==n.length)return[];const t=(0,c.min)(n.map((n=>n.length))),e=n.length,r=new Array(t);for(let o=0;o<t;o++){r[o]=new Array(e);for(let t=0;t<e;t++)r[o][t]=n[t][o]}return r},e.unzip=function(n){const t=n.length,e=(0,c.min)(n.map((n=>n.length))),r=Array(e);for(let n=0;n<e;n++)r[n]=new Array(t);for(let o=0;o<t;o++)for(let t=0;t<e;t++)r[t][o]=n[o][t];return r},e.range=m,e.linspace=function(n,t,e=100){const r=(t-n)/(e-1),o=new Array(e);for(let t=0;t<e;t++)o[t]=n+r*t;return o},e.transpose=function(n){const t=n.length,e=n[0].length,r=[];for(let o=0;o<e;o++){r[o]=[];for(let e=0;e<t;e++)r[o][e]=n[e][o]}return r},e.argmin=function(n){return(0,c.min_by)(m(n.length),(t=>n[t]))},e.argmax=function(n){return(0,c.max_by)(m(n.length),(t=>n[t]))},e.sort_by=function(n,t){const e=n.map(((n,e)=>({value:n,index:e,key:t(n)})));return e.sort(((n,t)=>{const e=n.key,r=t.key;if(e!==r){if(e>r||void 0===e)return 1;if(e<r||void 0===r)return-1}return n.index-t.index})),e.map((n=>n.value))},e.uniq=function(n){const t=new Set;for(const e of n)t.add(e);return[...t]},e.uniq_by=function(n,t){const e=[],r=[];for(const o of n){const n=t(o);l(r,n)||(r.push(n),e.push(o))}return e},e.union=function(...n){const t=new Set;for(const e of n)for(const n of e)t.add(n);return[...t]},e.intersection=function(n,...t){const e=[];n:for(const r of n)if(!l(e,r)){for(const n of t)if(!l(n,r))continue n;e.push(r)}return e},e.difference=function(n,...t){const e=a(t);return n.filter((n=>!l(e,n)))},e.remove_at=function(n,t){const e=s(n);return e.splice(t,1),e},e.remove_by=function(n,t){for(let e=0;e<n.length;)t(n[e])?n.splice(e,1):e++},e.shuffle=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++){const t=(0,i.randomIn)(0,r);t!==r&&(e[r]=e[t]),e[t]=n[r]}return e},e.pairwise=function(n,t){const e=n.length,r=new Array(e-1);for(let o=0;o<e-1;o++)r[o]=t(n[o],n[o+1]);return r},e.reversed=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++)e[t-r-1]=n[r];return e},e.repeat=function(n,t){const e=new Array(t);for(let r=0;r<t;r++)e[r]=n;return e}},
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e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error("models must be owned by only a single document");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},
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+function _(o,i,t,e,r){e(),t.root="bk-root",t.default=".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}"},
+function _(e,t,r,a,c){a();const n=e(1),l=e(46);c("Line",l.Line),c("LineScalar",l.LineScalar),c("LineVector",l.LineVector);const i=e(49);c("Fill",i.Fill),c("FillScalar",i.FillScalar),c("FillVector",i.FillVector);const s=e(50);c("Text",s.Text),c("TextScalar",s.TextScalar),c("TextVector",s.TextVector);const o=e(51);c("Hatch",o.Hatch),c("HatchScalar",o.HatchScalar),c("HatchVector",o.HatchVector);const u=(0,n.__importStar)(e(48)),V=e(47);c("VisualProperties",V.VisualProperties),c("VisualUniforms",V.VisualUniforms);class h{constructor(e){this._visuals=[];for(const[t,r]of e.model._mixins){const a=(()=>{switch(r){case u.Line:return new l.Line(e,t);case u.LineScalar:return new l.LineScalar(e,t);case u.LineVector:return new l.LineVector(e,t);case u.Fill:return new i.Fill(e,t);case u.FillScalar:return new i.FillScalar(e,t);case u.FillVector:return new i.FillVector(e,t);case u.Text:return new s.Text(e,t);case u.TextScalar:return new s.TextScalar(e,t);case u.TextVector:return new s.TextVector(e,t);case u.Hatch:return new o.Hatch(e,t);case u.HatchScalar:return new o.HatchScalar(e,t);case u.HatchVector:return new o.HatchVector(e,t);default:throw new Error("unknown visual")}})();a instanceof V.VisualProperties&&a.update(),this._visuals.push(a),Object.defineProperty(this,t+a.type,{get:()=>a,configurable:!1,enumerable:!0})}}*[Symbol.iterator](){yield*this._visuals}}r.Visuals=h,h.__name__="Visuals"},
+function _(e,t,i,l,s){l();const a=e(1),n=e(47),h=(0,a.__importStar)(e(48)),o=e(22),_=e(8);function r(e){if((0,_.isArray)(e))return e;switch(e){case"solid":return[];case"dashed":return[6];case"dotted":return[2,4];case"dotdash":return[2,4,6,4];case"dashdot":return[6,4,2,4];default:return e.split(" ").map(Number).filter(_.isInteger)}}i.resolve_line_dash=r;class u extends n.VisualProperties{get doit(){const e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.get_value(),alpha:this.line_alpha.get_value(),width:this.line_width.get_value(),join:this.line_join.get_value(),cap:this.line_cap.get_value(),dash:this.line_dash.get_value(),offset:this.line_dash_offset.get_value()}}set_value(e){const t=this.line_color.get_value(),i=this.line_alpha.get_value();e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.get_value(),e.lineJoin=this.line_join.get_value(),e.lineCap=this.line_cap.get_value(),e.lineDash=r(this.line_dash.get_value()),e.lineDashOffset=this.line_dash_offset.get_value()}}i.Line=u,u.__name__="Line";class c extends n.VisualUniforms{get doit(){const e=this.line_color.value,t=this.line_alpha.value,i=this.line_width.value;return!(0==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.value,alpha:this.line_alpha.value,width:this.line_width.value,join:this.line_join.value,cap:this.line_cap.value,dash:this.line_dash.value,offset:this.line_dash_offset.value}}set_value(e){const t=this.line_color.value,i=this.line_alpha.value;e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.value,e.lineJoin=this.line_join.value,e.lineCap=this.line_cap.value,e.lineDash=r(this.line_dash.value),e.lineDashOffset=this.line_dash_offset.value}}i.LineScalar=c,c.__name__="LineScalar";class d extends n.VisualUniforms{get doit(){const{line_color:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{line_alpha:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{line_width:i}=this;return!i.is_Scalar()||0!=i.value}apply(e,t){const{doit:i}=this;return i&&(this.set_vectorize(e,t),e.stroke()),i}values(e){return{color:this.line_color.get(e),alpha:this.line_alpha.get(e),width:this.line_width.get(e),join:this.line_join.get(e),cap:this.line_cap.get(e),dash:this.line_dash.get(e),offset:this.line_dash_offset.get(e)}}set_vectorize(e,t){const i=this.line_color.get(t),l=this.line_alpha.get(t),s=this.line_width.get(t),a=this.line_join.get(t),n=this.line_cap.get(t),h=this.line_dash.get(t),_=this.line_dash_offset.get(t);e.strokeStyle=(0,o.color2css)(i,l),e.lineWidth=s,e.lineJoin=a,e.lineCap=n,e.lineDash=r(h),e.lineDashOffset=_}}i.LineVector=d,d.__name__="LineVector",u.prototype.type="line",u.prototype.attrs=Object.keys(h.Line),c.prototype.type="line",c.prototype.attrs=Object.keys(h.LineScalar),d.prototype.type="line",d.prototype.attrs=Object.keys(h.LineVector)},
+function _(t,s,o,i,r){i();class e{constructor(t,s=""){this.obj=t,this.prefix=s;const o=this;this._props=[];for(const i of this.attrs){const r=t.model.properties[s+i];r.change.connect((()=>this.update())),o[i]=r,this._props.push(r)}}*[Symbol.iterator](){yield*this._props}update(){}}o.VisualProperties=e,e.__name__="VisualProperties";class p{constructor(t,s=""){this.obj=t,this.prefix=s;for(const o of this.attrs)Object.defineProperty(this,o,{get:()=>t[s+o]})}*[Symbol.iterator](){for(const t of this.attrs)yield this.obj.model.properties[this.prefix+t]}update(){}}o.VisualUniforms=p,p.__name__="VisualUniforms"},
+function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),"black"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,"bevel"],line_cap:[n.LineCap,"butt"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),"gray"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),"black"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),"#444444"],text_alpha:[i.Alpha,1],text_font:[o.Font,"helvetica"],text_font_size:[i.FontSize,"16px"],text_font_style:[n.FontStyle,"normal"],text_align:[n.TextAlign,"left"],text_baseline:[n.TextBaseline,"bottom"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,"black"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,"bevel"],line_cap:[o.LineCapScalar,"butt"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,"gray"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,"black"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,"#444444"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,"helvetica"],text_font_size:[o.FontSizeScalar,"16px"],text_font_style:[o.FontStyleScalar,"normal"],text_align:[o.TextAlignScalar,"left"],text_baseline:[o.TextBaselineScalar,"bottom"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,"black"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,"bevel"],line_cap:[o.LineCapSpec,"butt"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,"gray"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,"black"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,"#444444"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,"helvetica"],text_font_size:[o.FontSizeSpec,"16px"],text_font_style:[o.FontStyleSpec,"normal"],text_align:[o.TextAlignSpec,"left"],text_baseline:[o.TextBaselineSpec,"bottom"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},
+function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__="Fill";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__="FillScalar";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__="FillVector",c.prototype.type="fill",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type="fill",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type="fill",u.prototype.attrs=Object.keys(r.FillVector)},
+function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__="Text";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__="TextScalar";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__="TextVector",h.prototype.type="text",h.prototype.attrs=Object.keys(o.Text),x.prototype.type="text",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type="text",u.prototype.attrs=Object.keys(o.TextVector)},
+function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||" "==a||"blank"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:"transparent"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.Hatch=l,l.__name__="Hatch";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||" "==a||"blank"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:"transparent"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchScalar=o,o.__name__="HatchScalar";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(" "==t||"blank"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:"transparent"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return"repeat";switch(a.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchVector=u,u.__name__="HatchVector",l.prototype.type="hatch",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type="hatch",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type="hatch",u.prototype.attrs=Object.keys(_.HatchVector)},
+function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={" ":"blank",".":"dot",o:"ring","-":"horizontal_line","|":"vertical_line","+":"cross",'"':"horizontal_dash",":":"vertical_dash","@":"spiral","/":"right_diagonal_line","\\":"left_diagonal_line",x:"diagonal_cross",",":"right_diagonal_dash","`":"left_diagonal_dash",v:"horizontal_wave",">":"vertical_wave","*":"criss_cross"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap="square",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case"blank":break;case"dot":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case"ring":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case"horizontal_line":l(e,T,v);break;case"vertical_line":n(e,T,v);break;case"cross":l(e,T,v),n(e,T,v);break;case"horizontal_dash":l(e,v,v);break;case"vertical_dash":n(e,v,v);break;case"spiral":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case"right_diagonal_line":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case"left_diagonal_line":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case"diagonal_cross":t(e,T);break;case"right_diagonal_dash":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case"left_diagonal_dash":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case"horizontal_wave":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case"vertical_wave":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case"criss_cross":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},
+function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.logger.warn("WARNING: Document not defined for updating event callbacks")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(":");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of(0,l.entries)(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){(0,l.isEmpty)(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error("invalid selector")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error("found more than one object matching given selector")}}}s.Model=h,a=h,h.__name__="Model",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},
+function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__="CoordinateTransform";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([["default",this.x_source]])}get y_ranges(){return new Map([["default",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint="log");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__="CoordinateMapping",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__="CompositeScale",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},
+function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__="Scale",_.internal((({Ref:e})=>({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},
+function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__="Transform"},
+function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__="Range",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},
+function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if("auto"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__="Range1d",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},
+function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__="LinearScale"},
+function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__="ContinuousScale"},
+function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__="LogScale"},
+function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__="CategoricalScale"},
+function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?"auto":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),"log"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;"percent"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:"percent"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&("start"==this.follow?a=e+s*l:"end"==this.follow&&(e=a-s*l)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.entries(),i);let[o,r]=this._compute_range(l,_);null!=this._initial_start&&("log"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&("log"==this.scale_hint?this._initial_end>0&&(r=this._initial_end):r=this._initial_end);let h=!1;"auto"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=g,l=g,g.__name__="DataRange1d",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,"percent"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t("log","auto"),"auto"]})))},
+function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__="DataRange",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},
+function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if("x0"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if("x"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if("width"in t)if("left"in t)i=t.left,e=i+t.width;else if("right"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if("height"in t)if("top"in t)h=t.top,r=h+t.height;else if("bottom"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__="BBox"},
+function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r="auto"==n?e:n;return t.length>0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},
+function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if("percent"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),"auto"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__="FactorRange",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,"percent"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},
+function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;"data"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),"data"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__="ArrowView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__="Arrow",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({x_start:[u.XCoordinateSpec,{field:"x_start"}],y_start:[u.YCoordinateSpec,{field:"y_start"}],start_units:[d.SpatialUnits,"data"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:"x_end"}],y_end:[u.YCoordinateSpec,{field:"y_end"}],end_units:[d.SpatialUnits,"data"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},
+function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__="DataAnnotationView";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__="DataAnnotation",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},
+function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,"select"),this.inspect=new l.Signal(this,"inspect"),this.streaming=new l.Signal0(this,"streaming"),this.patching=new l.Signal(this,"patching")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n="data source has columns of inconsistent lengths";if(t)return c.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=w,i=w,w.__name__="ColumnarDataSource",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},
+function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__="DataSource",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},
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+function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__="ArrowHeadView";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__="ArrowHead",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__="OpenHeadView";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__="OpenHead",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__="NormalHeadView";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__="NormalHead",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:"black"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__="VeeHeadView";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__="VeeHead",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:"black"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__="TeeHeadView";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__="TeeHead",c.prototype.default_view=g,c.mixins(h.LineVector)},
+function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},
+function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__="BandView";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__="Band",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o="height"==t?s:i,r="height"==t?i:s,n="height"==t?e.bbox.yview:e.bbox.xview,p="height"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a="data"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_="data"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h="data"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]="height"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__="UpperLowerView";class d extends _.CoordinateSpec{get dimension(){return"width"==this.obj.dimension?"x":"y"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:"data"}}i.XOrYCoordinateSpec=d,d.__name__="XOrYCoordinateSpec";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__="UpperLower",n.define((()=>({dimension:[a.Dimension,"height"],lower:[d,{field:"lower"}],upper:[d,{field:"upper"}],base:[d,{field:"base"}]})))},
+function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:"data"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__="BoxAnnotationView";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__="BoxAnnotation",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,"data"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,"data"],left:[o(t),null],left_units:[c.SpatialUnits,"data"],right:[o(t),null],right_units:[c.SpatialUnits,"data"],render_mode:[c.RenderMode,"canvas"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker="auto"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter="auto"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,"major_label_",k.Text,!0),n=k.attrs_of(this.model,"major_tick_",k.Line,!0),a=k.attrs_of(this.model,"minor_tick_",k.Line,!0),r=k.attrs_of(this.model,"title_",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return"vertical"==t?(0,z.reversed)(e):e})(),[i,o]="vertical"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement("canvas");n.width=i,n.height=o;const a=n.getContext("2d"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return["end","start"];switch(t){case"top_left":return["start","start"];case"top":case"top_center":return["start","center"];case"top_right":return["start","end"];case"bottom_left":return["end","start"];case"bottom":case"bottom_center":return["end","center"];case"bottom_right":return["end","end"];case"left":case"center_left":return["center","start"];case"center":case"center_center":return["center","center"];case"right":case"center_right":return["center","end"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return"auto"==t?null!=this.panel?this.panel.is_horizontal?"horizontal":"vertical":"start"==r||"end"==r||"center"==r&&"center"==a?"vertical":"horizontal":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>"horizontal"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if("horizontal"==s){const{top:e,width:i,height:o}=t;if("end"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if("center"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if("end"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if("center"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x="max",y=void 0,k=void 0,z=void 0):"auto"==("horizontal"==s?e:i)?(x="fixed",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x="fit",y=void 0),"horizontal"==s){const t="auto"==e?void 0:e,o="auto"==i?25:i;w.set_sizing({width_policy:x,height_policy:"min",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"auto"==e?"fit":"fixed",height_policy:"fixed",width:t,height:o})}else{const t="auto"==e?25:e,o="auto"==i?void 0:i;w.set_sizing({width_policy:"min",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"fixed",height_policy:"auto"==i?"fit":"fixed",width:t,height:o})}c.set_sizing({width_policy:"fit",height_policy:"min"}),h.set_sizing({width_policy:"fit",height_policy:"min"}),u.set_sizing({width_policy:"min",height_policy:"fit"}),p.set_sizing({width_policy:"min",height_policy:"fit"});const{_title_view:S}=this;null!=S&&("horizontal"==s?(S.panel=new B.Panel("above"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel("left"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:"horizontal"==s?"below":"right",R=(()=>{switch(O){case"above":return c;case"below":return h;case"left":return u;case"right":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,"horizontal"==s?t.set_sizing({width_policy:"max",height_policy:"min"}):t.set_sizing({width_policy:"min",height_policy:"max"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,["children"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__="ColorBarView";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__="ColorBar",r.prototype.default_view=O,r.mixins([["major_label_",k.Text],["title_",k.Text],["major_tick_",k.Line],["minor_tick_",k.Line],["border_",k.Line],["bar_",k.Line],["background_",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),"top_right"],orientation:[a(y.Orientation,s),"auto"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),"auto"],height:[a(e,s),"auto"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),"auto"],formatter:[a(r(p.TickFormatter),s),"auto"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:"#ffffff",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:"11px",major_tick_line_color:"#ffffff",minor_tick_line_color:null,title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case"above":case"below":switch(this.model.vertical_align){case"top":s=l.top+e;break;case"middle":s=l.vcenter;break;case"bottom":s=l.bottom-e}switch(this.model.align){case"left":i=l.left+t;break;case"center":i=l.hcenter;break;case"right":i=l.right-t}break;case"left":switch(this.model.vertical_align){case"top":i=l.left+e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.right-e}switch(this.model.align){case"left":s=l.bottom-t;break;case"center":s=l.vcenter;break;case"right":s=l.top+t}break;case"right":switch(this.model.vertical_align){case"top":i=l.right-e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.left+e}switch(this.model.align){case"left":s=l.top+t;break;case"center":s=l.vcenter;break;case"right":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic("parallel");("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__="TitleView";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__="Title",a.prototype.default_view=_,a.mixins([h.Text,["border_",h.Line],["background_",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,""],vertical_align:[r.VerticalAlign,"bottom"],align:[r.TextAlign,"left"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:"13px",text_font_style:"bold",text_line_height:1,background_fill_color:null,border_line_color:null})},
+function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),"css"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),"css"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||"css"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position="absolute",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight="normal",n.style.whiteSpace="pre";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?"solid":"dashed",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__="TextAnnotationView";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__="TextAnnotation",n.define((()=>({render_mode:[r.RenderMode,"canvas"]})))},
+function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement("canvas").getContext("2d");let e="";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align="left",this._base_font_size=13,this._x_anchor="left",this._y_anchor="center"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return"ascent_descent"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__="GraphicsBox";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case"top":return"top";case"middle":return"center";case"bottom":return"bottom";default:return"baseline"}})()}infer_text_height(){if(this.text.includes("\n"))return"ascent_descent";{function t(t){for(const e of new Set(t))if(!("0"<=e&&e<="9"))switch(e){case",":case".":case"+":case"-":case"\u2212":case"e":continue;default:return!1}return!0}return t(this.text)?"cap":"ascent_descent"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case"x":case"x_descent":return t.x_height;case"cap":case"cap_descent":return t.cap_height;case"ascent":case"ascent_descent":return t.ascent}})(),n=(()=>{switch(s){case"x":case"cap":case"ascent":return 0;case"x_descent":case"cap_descent":case"ascent_descent":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split("\n").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=""==this.text,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u="%"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p="%"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case"left":return 0;case"center":return.5*i;case"right":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case"top":return 0;case"center":return.5*n;case"bottom":return n;case"baseline":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case"x":case"x_descent":return e.x_height;case"cap":case"cap_descent":return e.cap_height;case"ascent":case"ascent_descent":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split("\n").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p="%"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f="%"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if("justify"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(" "),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{switch(y){case"left":return 0;case"center":return.5*(g-l[e]);case"right":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__="TextBox";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:"left",sy:n,y_anchor:"bottom"},this.expo.position={sx:e.width,x_anchor:"left",sy:i,y_anchor:"bottom"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}}s.BaseExpo=u,u.__name__="BaseExpo";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__="GraphicsBoxes"},
+function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return"undefined"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext("2d")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement("canvas");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext("2d");return e=>{t.font=e;const n=t.measureText("M"),r=t.measureText("x"),l=t.measureText("\xc5\u015ag|"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext("2d");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText("M"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle="#f00",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle="#000";for(const t of"xa")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of"ASQ")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of"\xc5\u015agy")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText("M"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle="#f00",e.fillRect(0,0,u,i);e.font=a,e.fillStyle="#000",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{try{return o("normal 10px sans-serif"),o}catch(t){return u}})(),h=(()=>{try{return s("A","normal 10px sans-serif"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\s*(\d+(\.\d+)?)(\w+)\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},
+function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__="AffineTransform"},
+function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:"bottom",normal:"center",horizontal:"bottom",vertical:"center"},below:{parallel:"top",normal:"center",horizontal:"top",vertical:"center"},left:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"},right:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"}},g={above:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},below:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},left:{parallel:"center",normal:"right",horizontal:"right",vertical:"center"},right:{parallel:"center",normal:"left",horizontal:"left",vertical:"center"}},_={above:"right",below:"left",left:"right",right:"left"},b={above:"left",below:"right",left:"right",right:"left"};class z{constructor(t){this.side=t}get dimension(){return"above"==this.side||"below"==this.side?0:1}get normals(){switch(this.side){case"above":return[0,-1];case"below":return[0,1];case"left":return[-1,0];case"right":return[1,0]}}get orientation(){return this.is_horizontal?"horizontal":"vertical"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:"center",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__="Panel";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:"max",height_policy:"fixed"}):this.set_sizing({width_policy:"fixed",height_policy:"max"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__="SideLayout"},
+function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__="Sizeable",i.SizingPolicy=(0,n.Enum)("fixed","fit","min","max")},
+function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:"fit",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:"fit",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:"start",b=null!==(s=i.valign)&&void 0!==s?s:"start";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return"max"==this.sizing.width_policy}is_height_expanding(){return"max"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if("fixed"!=n&&"fixed"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else"fixed"==n?h=_(t/e):"fixed"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>"fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>"fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__="Layoutable";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case"fixed":return null!=h?h:0;case"min":return null!=h?l(i.width,h):0;case"fit":return null!=h?l(i.width,h):i.width;case"max":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case"fixed":return null!=t?t:0;case"min":return null!=t?l(i.height,t):0;case"fit":return null!=t?l(i.height,t):i.height;case"max":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__="LayoutItem";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case"fixed":return null!=this.sizing.width?this.sizing.width:t.width;case"min":return t.width;case"fit":return h.width;case"max":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case"fixed":return null!=this.sizing.height?this.sizing.height:t.height;case"min":return t.height;case"fit":return h.height;case"max":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__="ContentLayoutable"},
+function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint="log");const s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get("default")}get y_scale(){return this._y_scales.get("default")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__="CartesianFrame"},
+function _(i,s,x,A,o){A(),o("Axis",i(128).Axis),o("CategoricalAxis",i(140).CategoricalAxis),o("ContinuousAxis",i(143).ContinuousAxis),o("DatetimeAxis",i(144).DatetimeAxis),o("LinearAxis",i(145).LinearAxis),o("LogAxis",i(162).LogAxis),o("MercatorAxis",i(165).MercatorAxis)},
+function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic("parallel"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case"above":return[t.hcenter,t.bottom];case"below":return[t.hcenter,t.top];case"left":return[t.right,t.vcenter];case"right":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics("parallel"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic("parallel"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case"below":i=z(this.layout.bbox.top-t.bbox.bottom);break;case"above":i=z(this.layout.bbox.bottom-t.bbox.top);break;case"right":e=z(this.layout.bbox.left-t.bbox.right);break;case"left":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if("auto"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}const[,e]=this.ranges;switch(this.panel.side){case"left":case"below":return e.start;case"right":case"above":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__="AxisView";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__="Axis",l.prototype.default_view=M,l.mixins([["axis_",c.Line],["major_tick_",c.Line],["minor_tick_",c.Line],["major_label_",c.Text],["axis_label_",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),"auto"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),"horizontal"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.override({axis_line_color:"black",major_tick_line_color:"black",minor_tick_line_color:"black",major_label_text_font_size:"11px",major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label_text_font_size:"13px",axis_label_text_font_style:"italic"})},
+function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__="GuideRendererView";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__="GuideRenderer",s.override({level:"guide"})},
+function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__="Ticker"},
+function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__="TickFormatter"},
+function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__="LabelingPolicy";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__="AllLabels";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__="NoOverlap",c.define((({Number:e})=>({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction("indices","bboxes","distance",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__="CustomLabelingPolicy",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,""]})))},
+function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__="BaseTextView";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__="BaseText",_.define((({String:e})=>({text:[e]})))},
+function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:"$$",end:"$$",inline:!1},{start:"\\[",end:"\\]",inline:!1},{start:"\\(",end:"\\)",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},
+function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align="left",this._x_anchor="left",this._y_anchor="center",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return"ascent_descent"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),"not_started"==this.provider.status&&await this.provider.fetch(),"not_started"!=this.provider.status&&"loading"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),"loaded"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute("height"))||void 0===t?void 0:t.replace(/([A-z])/g,""))&&void 0!==e?e:"0"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute("width"))||void 0===s?void 0:s.replace(/([A-z])/g,""))&&void 0!==i?i:"0");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute("font",this.font),e.setAttribute("stroke",this.color);const s=e.outerHTML,i=new Blob([s],{type:"image/svg+xml"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||"failed"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__="MathTextView";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__="MathText";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__="AsciiView";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__="Ascii",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__="MathMLView";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__="MathML",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__="TeXView";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__="TeX",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},
+function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin="anonymous";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error("not loaded yet")}}t.ImageLoader=n,n.__name__="ImageLoader"},
+function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)"default"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,"ready"),this.status="not_started"}}a.MathJaxProvider=c,c.__name__="MathJaxProvider";class h extends c{get MathJax(){return null}async fetch(){this.status="failed"}}a.NoProvider=h,h.__name__="NoProvider";class l extends c{get MathJax(){return"undefined"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement("script");t.src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js",t.onload=()=>{this.status="loaded",this.ready.emit()},t.onerror=()=>{this.status="failed"},this.status="loading",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__="CDNProvider";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status="loading";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status="loaded",this.ready.emit()}catch(t){this.status="failed"}}}a.BundleProvider=_,_.__name__="BundleProvider",a.default_provider=new _},
+function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&"code"in r&&"MODULE_NOT_FOUND"===n.code)return null;throw n}var r}},
+function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__="PlainTextView";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__="PlainText",a.prototype.default_view=l},
+function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__="CategoricalAxisView";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__="CategoricalAxis",a.prototype.default_view=u,a.mixins([["separator_",p.Line],["group_",p.Text],["subgroup_",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),"parallel"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),"parallel"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.CategoricalTickFormatter,separator_line_color:"lightgrey",separator_line_width:2,group_text_font_style:"bold",group_text_font_size:"11px",group_text_color:"grey",subgroup_text_font_style:"bold",subgroup_text_font_size:"11px"})},
+function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__="CategoricalTicker"},
+function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__="CategoricalTickFormatter"},
+function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__="ContinuousAxisView";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__="ContinuousAxis"},
+function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__="DatetimeAxisView";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__="DatetimeAxis",s.prototype.default_view=c,s.override({ticker:()=>new _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},
+function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__="LinearAxisView";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__="LinearAxis",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},
+function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t="";for(const e of i)t+="-"==e?"\u2212":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n="auto"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__="BasicTickFormatter",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),"auto"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},
+function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__="BasicTicker"},
+function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__="AdaptiveTicker",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},
+function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__="ContinuousTicker",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},
+function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,"%Y %m %d %H %M %S").split(/\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)("$1%06d",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf("%")?t:(0,o.default)(s,t)}}const f=["microseconds","milliseconds","seconds","minsec","minutes","hourmin","hours","days","months","years"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return"microseconds";case!(e<1):return"milliseconds";case!(e<60):return t>=60?"minsec":"seconds";case!(e<3600):return t>=3600?"hourmin":"minutes";case!(e<86400):return"hours";case!(e<2678400):return"days";case!(e<31536e3):return"months";default:return"years"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push("ERR");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if(("minsec"==i||"hourmin"==i)&&!n){if("minsec"==i&&0==e[4]&&0!=e[5]||"hourmin"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,"");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return o}}e.DatetimeTickFormatter=_,r=_,_.__name__="DatetimeTickFormatter",r.define((({String:s,Array:t})=>({microseconds:[t(s),["%fus"]],milliseconds:[t(s),["%3Nms","%S.%3Ns"]],seconds:[t(s),["%Ss"]],minsec:[t(s),[":%M:%S"]],minutes:[t(s),[":%M","%Mm"]],hourmin:[t(s),["%H:%M"]],hours:[t(s),["%Hh","%H:%M"]],days:[t(s),["%m/%d","%a%d"]],months:[t(s),["%m/%Y","%b %Y"]],years:[t(s),["%Y"]]})))},
+function _(e,t,n,r,o){!function(e){"object"==typeof t&&t.exports?t.exports=e():"function"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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+function _(e,n,t,r,i){
+/*!
+     * numbro.js
+     * version : 1.6.2
+     * author : Företagsplatsen AB
+     * license : MIT
+     * http://www.foretagsplatsen.se
+     */
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Use `cultures` instead"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c="string"==typeof e?e:null},a.defaultFormat=function(e){s="string"==typeof e?e:"0.0"},a.defaultCurrencyFormat=function(e){"string"==typeof e?e:"0$"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if("string"!=typeof e&&(e+="",console.warn&&console.warn("Numbro.js: Value is not string. It has been co-erced to: ",e)),(e=e.trim()).match(/^\d+$/))return!0;if(""===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r="."===c.delimiters.thousands?"\\.":c.delimiters.thousands,(null===(s=e.match(/^[^\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+"{2}"),!e.match(/[^\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/):!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},
+function _(e,n,t,r,i){!function(){"use strict";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\x25]+/,modulo:/^\x25{2}/,placeholder:/^\x25(?:([1-9]\d*)\$|\(([^)]+)\))?(\+)?(0|'[^$])?(-)?(\d+)?(?:\.(\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\d]*)/i,key_access:/^\.([a-z_][a-z_\d]*)/i,index_access:/^\[(\d+)\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y="";for(s=0;s<g;s++)if("string"==typeof t[s])y+=t[s];else if("object"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property "%s" of undefined value "%s"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&"number"!=typeof i&&isNaN(i))throw new TypeError(n("[sprintf] expecting number but found %T",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case"b":i=parseInt(i,10).toString(2);break;case"c":i=String.fromCharCode(parseInt(i,10));break;case"d":case"i":i=parseInt(i,10);break;case"j":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case"e":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case"f":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case"g":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case"o":i=(parseInt(i,10)>>>0).toString(8);break;case"s":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case"t":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case"T":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case"u":i=parseInt(i,10)>>>0;break;case"v":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case"x":i=(parseInt(i,10)>>>0).toString(16);break;case"X":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f="":(f=u?"+":"-",i=i.toString().replace(e.sign,"")),c=o.pad_char?"0"===o.pad_char?"0":o.pad_char.charAt(1):" ",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):"",y+=o.align?f+i+p:"0"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push("%");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError("[sprintf] unexpected placeholder");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");for(o.push(c[1]);""!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error("[sprintf] mixing positional and named placeholders is not (yet) supported");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),"undefined"!=typeof window&&(window.sprintf=n,window.vsprintf=r,"function"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},
+function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__="DatetimeTicker",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},
+function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__="CompositeTicker",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},
+function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__="DaysTicker",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},
+function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__="SingleIntervalTicker",a.define((({Number:e})=>({interval:[e]})))},
+function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},
+function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__="MonthsTicker",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},
+function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__="YearsTicker"},
+function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__="LogAxisView";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__="LogAxis",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},
+function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:""});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__="LogTickFormatter",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},
+function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),n>0&&h.length>0){const t=e/n,o=(0,a.range)(0,n).map((o=>o*t));for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.range)(1,n+1).map((o=>o*t));for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:r.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,r=c,c.__name__="LogTicker",r.override({mantissas:[1,5]})},
+function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__="MercatorAxisView";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__="MercatorAxis",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:"lat"}),formatter:()=>new n.MercatorTickFormatter({dimension:"lat"})})},
+function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error("MercatorTickFormatter.dimension not configured");if(0==r.length)return[];const e=r.length,o=new Array(e);if("lon"==this.dimension)for(let n=0;n<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__="MercatorTickFormatter",i.define((({Nullable:r})=>({dimension:[r(s.LatLon),null]})))},
+function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),"lon"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__="MercatorTicker",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},
+function _(e,i,r,c,k){c(),k("AdaptiveTicker",e(148).AdaptiveTicker),k("BasicTicker",e(147).BasicTicker),k("CategoricalTicker",e(141).CategoricalTicker),k("CompositeTicker",e(156).CompositeTicker),k("ContinuousTicker",e(149).ContinuousTicker),k("DatetimeTicker",e(155).DatetimeTicker),k("DaysTicker",e(157).DaysTicker),k("FixedTicker",e(169).FixedTicker),k("LogTicker",e(164).LogTicker),k("MercatorTicker",e(167).MercatorTicker),k("MonthsTicker",e(160).MonthsTicker),k("SingleIntervalTicker",e(158).SingleIntervalTicker),k("Ticker",e(130).Ticker),k("YearsTicker",e(161).YearsTicker),k("BinnedTicker",e(170).BinnedTicker)},
+function _(r,t,e,i,n){var s;i();const _=r(149);class c extends _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__="FixedTicker",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},
+function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h="auto"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__="BinnedTicker",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},
+function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__="ScanningColorMapper"},
+function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__="ContinuousColorMapper",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},
+function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,"metrics_change")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__="ColorMapper",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,"gray"]})))},
+function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error("mapping single values is not supported")}}n.Mapper=t,t.__name__="Mapper"},
+function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:"grey"},line:{line_alpha:.3,line_color:"grey"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i="fill"in this.glyph.visuals,s="line"in this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h("auto"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,"auto");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__="GlyphRendererView";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__="GlyphRenderer",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),"auto"],selection_glyph:[i(s(r.Glyph),t,l),"auto"],muted_glyph:[i(s(r.Glyph),t,l),"auto"],muted:[e,!1]})))},
+function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__="DataRendererView";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__="DataRenderer",s.override({level:"glyph"})},
+function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;"v"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__="LineView";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__="Line",_.prototype.default_view=d,_.mixins(a.LineScalar)},
+function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__="XYGlyphView";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__="XYGlyph",a.define((({})=>({x:[c.XCoordinateSpec,{field:"x"}],y:[c.YCoordinateSpec,{field:"y"}]})))},
+function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case"center":case"center_center":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i="edge",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if("center"==i)for(let e=0;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case"point":if(null!=this._hit_point)return this._hit_point(e);break;case"span":if(null!=this._hit_span)return this._hit_span(e);break;case"rect":if(null!=this._hit_rect)return this._hit_rect(e);break;case"poly":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _="x"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n="x"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__="GlyphView";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__="Glyph"},
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+function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error("Data not yet indexed - call index.finish().");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__="_FlatBush";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__="SpatialIndex"},
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+function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;"point"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):"v"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},
+function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},
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+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__="HAreaView";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__="HArea",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:"x1"}],x2:[o.XCoordinateSpec,{field:"x2"}],y:[o.YCoordinateSpec,{field:"y"}]})))},
+function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__="AreaView";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__="Area",c.mixins([t.FillScalar,t.HatchScalar])},
+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__="VAreaView";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__="VArea",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:"x"}],y1:[o.YCoordinateSpec,{field:"y1"}],y2:[o.YCoordinateSpec,{field:"y2"}]})))},
+function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__="CDSView",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},
+function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__="Filter"},
+function _(t,r,a,e,c){e(),c("BasicTickFormatter",t(146).BasicTickFormatter),c("CategoricalTickFormatter",t(142).CategoricalTickFormatter),c("DatetimeTickFormatter",t(150).DatetimeTickFormatter),c("FuncTickFormatter",t(193).FuncTickFormatter),c("LogTickFormatter",t(163).LogTickFormatter),c("MercatorTickFormatter",t(166).MercatorTickFormatter),c("NumeralTickFormatter",t(194).NumeralTickFormatter),c("PrintfTickFormatter",t(195).PrintfTickFormatter),c("TickFormatter",t(131).TickFormatter)},
+function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function("tick","index","ticks",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__="FuncTickFormatter",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,""]})))},
+function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case"round":case"nearest":return Math.round;case"floor":case"rounddown":return Math.floor;case"ceil":case"roundup":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__="NumeralTickFormatter",a.define((({String:r})=>({format:[r,"0,0"],language:[r,"en"],rounding:[i.RoundingFunction,"round"]})))},
+function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__="PrintfTickFormatter",e.define((({String:t})=>({format:[t,"%s"]})))},
+function _(r,o,a,p,e){p(),e("CategoricalColorMapper",r(197).CategoricalColorMapper),e("CategoricalMarkerMapper",r(199).CategoricalMarkerMapper),e("CategoricalPatternMapper",r(200).CategoricalPatternMapper),e("ContinuousColorMapper",r(172).ContinuousColorMapper),e("ColorMapper",r(173).ColorMapper),e("LinearColorMapper",r(201).LinearColorMapper),e("LogColorMapper",r(202).LogColorMapper),e("ScanningColorMapper",r(171).ScanningColorMapper),e("EqHistColorMapper",r(203).EqHistColorMapper)},
+function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__="CategoricalColorMapper",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},
+function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},
+function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__="CategoricalMarkerMapper",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,"circle"]})))},
+function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__="CategoricalPatternMapper",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType," "]})))},
+function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__="LinearColorMapper"},
+function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__="LogColorMapper"},
+function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__="EqHistColorMapper",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},
+function _(a,e,l,c,n){c(),n("CategoricalScale",a(62).CategoricalScale),n("ContinuousScale",a(60).ContinuousScale),n("LinearScale",a(59).LinearScale),n("LinearInterpolationScale",a(205).LinearInterpolationScale),n("LogScale",a(61).LogScale),n("Scale",a(55).Scale)},
+function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error("not implemented")}get s_invert(){throw new Error("not implemented")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__="LinearInterpolationScale",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},
+function _(a,n,e,g,R){g(),R("DataRange",a(64).DataRange),R("DataRange1d",a(63).DataRange1d),R("FactorRange",a(67).FactorRange),R("Range",a(57).Range),R("Range1d",a(58).Range1d)},
+function _(a,o,i,t,e){t();var n=a(124);e("Sizeable",n.Sizeable),e("SizingPolicy",n.SizingPolicy);var c=a(125);e("Layoutable",c.Layoutable),e("LayoutItem",c.LayoutItem);var r=a(208);e("HStack",r.HStack),e("VStack",r.VStack);var l=a(209);e("Grid",l.Grid),e("Row",l.Row),e("Column",l.Column);var S=a(210);e("ContentBox",S.ContentBox),e("VariadicBox",S.VariadicBox)},
+function _(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__="Stack";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__="HStack";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__="VStack";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return"fixed"==e&&null!=h?h:n;switch(e){case"fixed":return null!=h?h:n;case"min":return n;case"fit":return null!=h?i(t.width,h):t.width;case"max":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return"fixed"==h&&null!=e?e:o;switch(h){case"fixed":return null!=e?e:o;case"min":return o;case"fit":return null!=e?i(t.height,e):t.height;case"max":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case"start_start":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case"start_center":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case"start_end":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case"center_start":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case"center_center":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case"center_end":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case"end_start":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case"end_center":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case"end_end":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__="NodeLayout"},
+function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__="DefaultMap";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__="Container";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows="auto",this.cols="auto",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if("fixed"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if("fixed"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s<n;s++){const e=(()=>{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows["*"]:this.rows;return null==i?{policy:"auto"}:(0,r.isNumber)(i)?{policy:"fixed",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:"auto";if("fixed"==e.policy)h[s]={policy:"fixed",height:e.height,align:n};else if("min"==e.policy)h[s]={policy:"min",align:n};else if("fit"==e.policy||"max"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if("auto"!=e.policy)throw new Error("unrechable");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:"max",flex:1,align:n}:h[s]={policy:"min",align:n}}}const a=new Array(l);for(let t=0;t<l;t++){const i=(()=>{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols["*"]:this.cols;return null==s?{policy:"auto"}:(0,r.isNumber)(s)?{policy:"fixed",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:"auto";if("fixed"==i.policy)a[t]={policy:"fixed",width:i.width,align:n};else if("min"==i.policy)a[t]={policy:"min",align:n};else if("fit"==i.policy||"max"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if("auto"!=i.policy)throw new Error("unrechable");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:"max",flex:1,align:n}:a[t]={policy:"min",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t<s;t++){const i=o[t];c[t]="fixed"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]="fixed"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];"fixed"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];"fixed"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:"fixed"==n.policy?n.width:1/0,height:"fixed"==s.policy?s.height:1/0}}));let h;h="fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t<i;t++){const i=e[t];"fit"==i.policy||"max"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if("fit"==i.policy||"max"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){"fixed"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if("fixed"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?i:e,t--}}}c="fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t<s;t++){const i=o[t];"fit"==i.policy||"max"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if("fit"==i.policy||"max"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){"fixed"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if("fixed"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&"auto"!=_[i].align?_[i].align:a.halign,y=t==s&&"auto"!=f[t].align?f[t].align:a.valign;let x=_[i].left;"start"==m?x+=a.margin.left:"center"==m?x+=g((u-p)/2):"end"==m&&(x+=u-a.margin.right-p);let b=f[t].top;"start"==y?b+=a.margin.top:"center"==y?b+=g((w-d)/2):"end"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__="Grid";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows="fit"}}s.Row=d,d.__name__="Row";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols="fit"}}s.Column=u,u.__name__="Column"},
+function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__="ContentBox";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__="VariadicBox";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__="CachedVariadicBox"},
+function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:"fixed"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:"fixed"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return"fixed"!=t&&"fixed"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__="BorderLayout"},
+function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o="data"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a="data"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__="LabelView";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__="Label",o.prototype.default_view=c,o.mixins([u.Text,["border_",u.Line],["background_",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,"data"],y:[t],y_units:[d.SpatialUnits,"data"],text:[e,""],angle:[i,0],angle_units:[d.AngleUnits,"rad"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),"css"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:"none"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){"css"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx="data"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy="data"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t="canvas"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position="absolute",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight="normal",a.style.whiteSpace="pre";const[r,n]=(()=>{switch(this.visuals.text.text_align.get(e)){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?"solid":"dashed",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__="LabelSetView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__="LabelSet",a.prototype.default_view=v,a.mixins([n.TextVector,["border_",n.LineVector],["background_",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:"x"}],y:[h.YCoordinateSpec,{field:"y"}],x_units:[d.SpatialUnits,"data"],y_units:[d.SpatialUnits,"data"],text:[h.StringSpec,{field:"text"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,"canvas"]}))),a.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return"none"==this.model.click_policy?null:"pointer"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if("vertical"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case"top_left":y=p.start+h,k=w.start+h;break;case"top":case"top_center":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case"top_right":y=p.end-h-c,k=w.start+h;break;case"bottom_right":y=p.end-h-c,k=w.end-h-d;break;case"bottom":case"bottom_center":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case"bottom_left":y=p.start+h,k=w.end-h-d;break;case"left":case"center_left":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case"center":case"center_center":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case"right":case"center_right":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_="vertical"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case"hide":for(const t of r.renderers)t.visible=!t.visible;break;case"mute":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _="vertical"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case"none":return!0;case"hide":return(0,b.every)(r.renderers,(t=>t.visible));case"mute":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__="LegendView";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,"item_change")}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=p,o=p,p.__name__="Legend",o.prototype.default_view=x,o.mixins([["label_",r.Text],["title_",r.Text],["inactive_",r.Fill],["border_",r.Line],["background_",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,"vertical"],location:[s(_.LegendLocation,l(t,t)),"top_right"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,"none"]}))),o.override({border_line_color:"#e5e5e5",border_line_alpha:.5,border_line_width:1,background_fill_color:"#ffffff",background_fill_alpha:.95,inactive_fill_color:"white",inactive_fill_alpha:.7,label_text_font_size:"13px",label_text_baseline:"middle",title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!(0,f.includes)(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||c.logger.error("Non matching data sources on legend item renderers");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return["No source found"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):["Invalid field"]}}return[]}}l.LegendItem=h,s=h,h.__name__="LegendItem",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},
+function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&"value"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&"field"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&"expr"in i}},
+function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:"data"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__="PolyAnnotationView";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__="PolyAnnotation",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({xs:[n(t),[]],xs_units:[r.SpatialUnits,"data"],ys:[n(t),[]],ys_units:[r.SpatialUnits,"data"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__="SlopeView";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__="Slope",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:"black"})},
+function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>"data"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;"width"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),"width"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__="SpanView";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__="Span",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,"canvas"],location:[t(e),null],location_units:[c.SpatialUnits,"data"],dimension:[c.Dimension,"width"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:"black"})},
+function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position="absolute",this.el.style.overflow="hidden",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__="ToolbarPanelView";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__="ToolbarPanel",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},
+function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(t){switch(t){case"tap":return"active_tap";case"pan":return"active_drag";case"pinch":case"scroll":return"active_scroll";case"multi":return"active_multi"}return null}function h(t){return"tap"==t||"pan"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),"auto"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];"auto"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__="Toolbar",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),"auto"],active_inspect:[t(e(s.Inspection),i,o),"auto"],active_scroll:[t(e(s.Scroll),i,o),"auto"],active_tap:[t(e(s.Tap),i,o),"auto"],active_multi:[t(e(_.GestureTool),i,o),"auto"]})))},
+function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__="ToolView";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;"width"==i||"both"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return"height"==i||"both"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(", ")}`)}}}n.Tool=_,i=_,_.__name__="Tool",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},
+function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__="GestureToolView";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__="GestureTool"},
+function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o="left"==e||"above"==e,s=this.parent.model.horizontal?"vertical":"horizontal";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:"auto",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on("tap",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on("press",(()=>this._pressed())),this.el.addEventListener("keydown",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,"data:image")?this.el.style.backgroundImage=`url("${t}")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case"right":return{left_of:this.el};case"left":return{right_of:this.el};case"above":return{below:this.el};case"below":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__="ButtonToolButtonView";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__="ButtonToolView";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:"both"==t?o:`${o} (${"width"==t?"x":"y"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__="ButtonTool",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},
+function _(t,e,i,n,r){
+/*! Hammer.JS - v2.0.7 - 2016-04-22
+     * http://hammerjs.github.io/
+     *
+     * Copyright (c) 2016 Jorik Tangelder;
+     * Licensed under the MIT license */
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t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(" "))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct["pan-y"],o=C(n,At)&&!Ct["pan-x"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?"cancel":8&t?"end":4&t?"move":2&t?"start":""}function xt(t){return 16==t?"down":8==t?"up":2==t?"left":4==t?"right":""}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,"recognizeWith",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,"dropRecognizeWith",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,"requireFailure",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,"dropRequireFailure",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:"pan",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?"in":"out";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:"press",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime>e.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:"swipe",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION="2.0.7",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},["rotate"]],[Xt,{direction:6}],[Rt,{direction:6},["swipe"]],[Yt],[Yt,{event:"doubletap",taps:2},["tap"]],[zt]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||""})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,"add",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,"remove",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent("Event");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:"undefined"!=typeof self?self:{}).Hammer=Ft,"function"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},
+function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__="DOMView",_.tag_name="div"},
+function _(o,t,b,r,e){r(),b.root="bk-root",b.toolbar_hidden="bk-toolbar-hidden",b.toolbar="bk-toolbar",b.logo="bk-logo",b.above="bk-above",b.below="bk-below",b.left="bk-left",b.right="bk-right",b.toolbar_button="bk-toolbar-button",b.tool_overflow="bk-tool-overflow",b.active="bk-active",b.divider="bk-divider",b.horizontal="bk-horizontal",b.vertical="bk-vertical",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:" ";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},
+function _(A,g,o,C,l){C(),o.root="bk-root",o.tool_icon_copy_to_clipboard="bk-tool-icon-copy-to-clipboard",o.tool_icon_replace_mode="bk-tool-icon-replace-mode",o.tool_icon_append_mode="bk-tool-icon-append-mode",o.tool_icon_intersect_mode="bk-tool-icon-intersect-mode",o.tool_icon_subtract_mode="bk-tool-icon-subtract-mode",o.tool_icon_clear_selection="bk-tool-icon-clear-selection",o.tool_icon_box_select="bk-tool-icon-box-select",o.tool_icon_box_zoom="bk-tool-icon-box-zoom",o.tool_icon_zoom_in="bk-tool-icon-zoom-in",o.tool_icon_zoom_out="bk-tool-icon-zoom-out",o.tool_icon_help="bk-tool-icon-help",o.tool_icon_hover="bk-tool-icon-hover",o.tool_icon_crosshair="bk-tool-icon-crosshair",o.tool_icon_lasso_select="bk-tool-icon-lasso-select",o.tool_icon_pan="bk-tool-icon-pan",o.tool_icon_xpan="bk-tool-icon-xpan",o.tool_icon_ypan="bk-tool-icon-ypan",o.tool_icon_range="bk-tool-icon-range",o.tool_icon_polygon_select="bk-tool-icon-polygon-select",o.tool_icon_redo="bk-tool-icon-redo",o.tool_icon_reset="bk-tool-icon-reset",o.tool_icon_save="bk-tool-icon-save",o.tool_icon_tap_select="bk-tool-icon-tap-select",o.tool_icon_undo="bk-tool-icon-undo",o.tool_icon_wheel_pan="bk-tool-icon-wheel-pan",o.tool_icon_wheel_zoom="bk-tool-icon-wheel-zoom",o.tool_icon_box_edit="bk-tool-icon-box-edit",o.tool_icon_freehand_draw="bk-tool-icon-freehand-draw",o.tool_icon_poly_draw="bk-tool-icon-poly-draw",o.tool_icon_point_draw="bk-tool-icon-point-draw",o.tool_icon_poly_edit="bk-tool-icon-poly-edit",o.tool_icon_line_edit="bk-tool-icon-line-edit",o.default='.bk-root 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+function _(o,t,e,r,b){r(),e.root="bk-root",e.menu_icon="bk-menu-icon",e.context_menu="bk-context-menu",e.horizontal="bk-horizontal",e.vertical="bk-vertical",e.divider="bk-divider",e.active="bk-active",e.menu="bk-menu",e.above="bk-above",e.below="bk-below",e.caret="bk-caret",e.down="bk-down",e.up="bk-up",e.left="bk-left",e.right="bk-right",e.default=".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}"},
+function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:"vertical",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener("mousedown",this._on_mousedown),document.addEventListener("keydown",this._on_keydown),window.addEventListener("blur",this._on_blur)}_unlisten(){document.removeEventListener("mousedown",this._on_mousedown),document.removeEventListener("keydown",this._on_keydown),window.removeEventListener("blur",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if("left_of"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if("right_of"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if("below"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if("above"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+"px":"",this.el.style.top=null!=i.top?i.top-n.top+"px":"",this.el.style.right=null!=i.right?n.right-i.right+"px":"",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+"px":""}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add("bk-context-menu",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:["bk-menu-icon",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?"bk-active":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener("click",(()=>{this._item_click(i)})),e.addEventListener("keydown",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__="ContextMenu"},
+function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__="OnOffButtonView"},
+function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__="InspectToolView";class a extends l.ButtonTool{constructor(e){super(e),this.event_type="move"}}t.InspectTool=a,c=a,a.__name__="InspectTool",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},
+function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__="ToolbarViewModel",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o="left"==t||"above"==t,e=this.model.horizontal?"vertical":"horizontal";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.remove_views)(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await(0,h.build_views)(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e="grey"===this.model.logo?M.grey:null,l=(0,c.a)({href:"https://bokeh.org/",target:"_blank",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?"\u22ee":"\u22ef"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case"right":return{left_of:h};case"left":return{right_of:h};case"above":return{below:h};case"below":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener("click",(()=>{_()})),h.addEventListener("keydown",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e="png"==t?"canvas":"svg",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__="ToolbarBaseView";class A extends m.Model{constructor(t){super(t)}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.every)(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return"above"===this.toolbar_location||"below"===this.toolbar_location}get vertical(){return"left"===this.toolbar_location||"right"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__="ToolbarBase",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),"normal"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,"right"]}}))},
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+function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,"lineDash",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case"webgl":case"canvas":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext("2d");if(null==t)throw new Error("unable to obtain 2D rendering context");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case"svg":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),"image/png")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:"image/svg+xml"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__="CanvasLayer"},
+function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:"start",right:"end",center:"middle",start:"start",end:"end"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:"alphabetic",hanging:"hanging",top:"text-before-edge",bottom:"text-after-edge",middle:"central"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(",");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return 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HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement("image");if(e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement("canvas");e.width=r,e.height=n;e.getContext("2d").drawImage(t,a,o,l,h,0,0,r,n),t=e}this._apply_transform(e,c);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute("src");if(e.setAttribute("href",i),null!=this._clip_path){const t=this.__createElement("g");t.setAttribute("clip-path",this._clip_path),t.appendChild(e),_.appendChild(t)}else _.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement("image");e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`);const 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if(t instanceof f){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error("unsupported");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}return new m(i,this)}getLineDash(){const{lineDash:t}=this;return(0,a.isString)(t)?t.split(",").map((t=>parseInt(t))):null==t?[]:t}setLineDash(t){t&&t.length>0?this.lineDash=t.join(","):this.lineDash=null}_to_number(t){return(0,a.isNumber)(t)?t:t.baseVal.value}getTransform(){return this._transform.to_DOMMatrix()}setTransform(...t){let e;e=(0,a.isNumber)(t[0])?new DOMMatrix(t):t[0]instanceof DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error("not implemented")}isPointInStroke(...t){throw new Error("not implemented")}createImageData(...t){throw new Error("not implemented")}getImageData(t,e,i,s){throw new Error("not implemented")}putImageData(...t){throw new Error("not implemented")}drawFocusIfNeeded(...t){throw new Error("not implemented")}scrollPathIntoView(...t){throw new Error("not implemented")}}i.SVGRenderingContext2D=f,f.__name__="SVGRenderingContext2D",f.__random=o.random},
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+function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__="ActionToolButtonView";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__="ActionToolView";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,"do")}}n.ActionTool=d,d.__name__="ActionTool"},
+function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__="HelpToolView";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name="Help",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__="HelpTool",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html"]}))),s.override({description:"Click the question mark to learn more about Bokeh plot tools."}),s.register_alias("help",(()=>new _))},
+function _(o,l,g,A,r){A(),g.root="bk-root",g.logo="bk-logo",g.grey="bk-grey",g.logo_small="bk-logo-small",g.logo_notebook="bk-logo-notebook",g.default=".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,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);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}"},
+function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle("bk-tooltip-custom",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case"horizontal":return t<e.hcenter?"right":"left";case"vertical":return s<e.vcenter?"below":"above";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case"right":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case"left":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case"below":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case"above":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:"auto",this.el.style.right=null!=n?`${n}px`:"auto"}}s.TooltipView=p,p.__name__="TooltipView";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__="Tooltip",n.prototype.default_view=p,n.define((({Boolean:e})=>({attachment:[h.TooltipAttachment,"horizontal"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:"overlay"})},
+function _(o,t,r,e,l){e(),r.root="bk-root",r.tooltip="bk-tooltip",r.left="bk-left",r.tooltip_arrow="bk-tooltip-arrow",r.right="bk-right",r.above="bk-above",r.below="bk-below",r.tooltip_row_label="bk-tooltip-row-label",r.tooltip_row_value="bk-tooltip-row-value",r.tooltip_color_block="bk-tooltip-color-block",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},
+function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t="height"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__="WhiskerView";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__="Whisker",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable:t})=>({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:"underlay"})},
+function _(n,o,t,u,e){u(),e("CustomJS",n(245).CustomJS),e("OpenURL",n(247).OpenURL)},
+function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,"cb_obj","cb_data",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__="CustomJS",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,""]})))},
+function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__="Callback"},
+function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error("HTML output is not supported in this context");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__="OpenURL",s.define((({Boolean:e,String:t})=>({url:[t,"http://"],same_tab:[e,!1]})))},
+function _(a,n,i,e,r){e(),r("Canvas",a(249).Canvas),r("CartesianFrame",a(126).CartesianFrame),r("CoordinateMapping",a(54).CoordinateMapping)},
+function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)"default"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement("canvas"),i=t.getContext("webgl",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace("WebGL is supported, but not the required extensions")}else _.logger.trace("WebGL is supported, but bokehjs(.min).js bundle is not available")}else _.logger.trace("WebGL is not supported");return null}()})(),m={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:"bk-canvas-events",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),"webgl"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error("webgl is not available")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug("Blitting WebGL canvas"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__="CanvasView";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__="Canvas",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,"canvas"]})))},
+function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,"pan:start"),this.pan=new _.Signal(this,"pan"),this.pan_end=new _.Signal(this,"pan:end"),this.pinch_start=new _.Signal(this,"pinch:start"),this.pinch=new _.Signal(this,"pinch"),this.pinch_end=new _.Signal(this,"pinch:end"),this.rotate_start=new _.Signal(this,"rotate:start"),this.rotate=new _.Signal(this,"rotate"),this.rotate_end=new _.Signal(this,"rotate:end"),this.tap=new _.Signal(this,"tap"),this.doubletap=new _.Signal(this,"doubletap"),this.press=new _.Signal(this,"press"),this.pressup=new _.Signal(this,"pressup"),this.move_enter=new _.Signal(this,"move:enter"),this.move=new _.Signal(this,"move"),this.move_exit=new _.Signal(this,"move:exit"),this.scroll=new _.Signal(this,"scroll"),this.keydown=new _.Signal(this,"keydown"),this.keyup=new _.Signal(this,"keyup"),this.hammer=new a.default(this.hit_area,{touchAction:"auto",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener("mousemove",(t=>this._mouse_move(t))),this.hit_area.addEventListener("mouseenter",(t=>this._mouse_enter(t))),this.hit_area.addEventListener("mouseleave",(t=>this._mouse_exit(t))),this.hit_area.addEventListener("contextmenu",(t=>this._context_menu(t))),this.hit_area.addEventListener("wheel",(t=>this._mouse_wheel(t))),document.addEventListener("keydown",this),document.addEventListener("keyup",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener("keydown",this),document.removeEventListener("keyup",this)}handleEvent(t){"keydown"==t.type?this._key_down(t):"keyup"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",(t=>this._doubletap(t))),this.hammer.on("tap",(t=>this._tap(t))),this.hammer.on("press",(t=>this._press(t))),this.hammer.on("pressup",(t=>this._pressup(t))),this.hammer.get("pan").set({direction:a.default.DIRECTION_ALL}),this.hammer.on("panstart",(t=>this._pan_start(t))),this.hammer.on("pan",(t=>this._pan(t))),this.hammer.on("panend",(t=>this._pan_end(t))),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",(t=>this._pinch_start(t))),this.hammer.on("pinch",(t=>this._pinch(t))),this.hammer.on("pinchend",(t=>this._pinch_end(t))),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",(t=>this._rotate_start(t))),this.hammer.on("rotate",(t=>this._rotate(t))),this.hammer.on("rotateend",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case"pan":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case"pinch":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case"rotate":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case"move":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case"tap":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case"press":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case"scroll":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&"pinch"==e&&(h.logger.debug("Registering scroll on touch screen"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t="default"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if("panstart"==e.type||"pan"==e.type||"panend"==e.type){let n;if("panstart"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):"pan"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:"panend"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("pinchstart"==e.type||"pinch"==e.type||"pinchend"==e.type){let n;if("pinchstart"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):"pinch"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:"pinchend"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("rotatestart"==e.type||"rotate"==e.type||"rotateend"==e.type){let n;if("rotatestart"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):"rotate"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:"rotateend"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("mouseenter"==e.type||"mousemove"==e.type||"mouseleave"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&("mouseleave"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:"mouseleave",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&("mouseenter"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:"mouseenter",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&"mousemove"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(":")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case"move":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a="default";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a="crosshair")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case"tap":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case"doubletap":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case"scroll":{const t=_[v.is_mobile?"pinch":"scroll"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case"pan":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case"wheel":return new l.MouseWheel(s,n,i,r,e.delta);case"mousemove":return new l.MouseMove(s,n,i,r);case"mouseenter":return new l.MouseEnter(s,n,i,r);case"mouseleave":return new l.MouseLeave(s,n,i,r);case"tap":return new l.Tap(s,n,i,r);case"doubletap":return new l.DoubleTap(s,n,i,r);case"press":return new l.Press(s,n,i,r);case"pressup":return new l.PressUp(s,n,i,r);case"pan":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case"panstart":return new l.PanStart(s,n,i,r);case"panend":return new l.PanEnd(s,n,i,r);case"pinch":return new l.Pinch(s,n,i,r,e.scale);case"pinchstart":return new l.PinchStart(s,n,i,r);case"pinchend":return new l.PinchEnd(s,n,i,r);case"rotate":return new l.Rotate(s,n,i,r,e.rotation);case"rotatestart":return new l.RotateStart(s,n,i,r);case"rotateend":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return"undefined"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__="UIEventBus"},
+function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if("object"==typeof Reflect&&"function"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__="BokehEvent";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__="ModelEvent";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__="DocumentReady",s.DocumentReady=l=a([o("document_ready")],l);let i=class extends c{};s.ButtonClick=i,i.__name__="ButtonClick",s.ButtonClick=i=a([o("button_click")],i);let u=class extends c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__="MenuItemClick",s.MenuItemClick=u=a([o("menu_item_click")],u);class d extends c{}s.UIEvent=d,d.__name__="UIEvent";let m=class extends d{};s.LODStart=m,m.__name__="LODStart",s.LODStart=m=a([o("lodstart")],m);let h=class extends d{};s.LODEnd=h,h.__name__="LODEnd",s.LODEnd=h=a([o("lodend")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__="RangesUpdate",s.RangesUpdate=p=a([o("rangesupdate")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__="SelectionGeometry",s.SelectionGeometry=x=a([o("selectiongeometry")],x);let j=class extends d{};s.Reset=j,j.__name__="Reset",s.Reset=j=a([o("reset")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__="PointEvent";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,n),this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=g,g.__name__="Pan",s.Pan=g=a([o("pan")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__="Pinch",s.Pinch=P=a([o("pinch")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__="Rotate",s.Rotate=O=a([o("rotate")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__="MouseWheel",s.MouseWheel=b=a([o("wheel")],b);let v=class extends y{};s.MouseMove=v,v.__name__="MouseMove",s.MouseMove=v=a([o("mousemove")],v);let E=class extends y{};s.MouseEnter=E,E.__name__="MouseEnter",s.MouseEnter=E=a([o("mouseenter")],E);let R=class extends y{};s.MouseLeave=R,R.__name__="MouseLeave",s.MouseLeave=R=a([o("mouseleave")],R);let M=class extends y{};s.Tap=M,M.__name__="Tap",s.Tap=M=a([o("tap")],M);let f=class extends y{};s.DoubleTap=f,f.__name__="DoubleTap",s.DoubleTap=f=a([o("doubletap")],f);let S=class extends y{};s.Press=S,S.__name__="Press",s.Press=S=a([o("press")],S);let D=class extends y{};s.PressUp=D,D.__name__="PressUp",s.PressUp=D=a([o("pressup")],D);let k=class extends y{};s.PanStart=k,k.__name__="PanStart",s.PanStart=k=a([o("panstart")],k);let L=class extends y{};s.PanEnd=L,L.__name__="PanEnd",s.PanEnd=L=a([o("panend")],L);let U=class extends y{};s.PinchStart=U,U.__name__="PinchStart",s.PinchStart=U=a([o("pinchstart")],U);let C=class extends y{};s.PinchEnd=C,C.__name__="PinchEnd",s.PinchEnd=C=a([o("pinchend")],C);let T=class extends y{};s.RotateStart=T,T.__name__="RotateStart",s.RotateStart=T=a([o("rotatestart")],T);let B=class extends y{};s.RotateEnd=B,B.__name__="RotateEnd",s.RotateEnd=B=a([o("rotateend")],B)},
+function _(t,e,n,l,o){
+/*!
+     * jQuery Mousewheel 3.1.13
+     *
+     * Copyright jQuery Foundation and other contributors
+     * Released under the MIT license
+     * http://jquery.org/license
+     */
+function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},
+function _(m,o,n,r,a){r(),a("Expression",m(254).Expression),a("CustomJSExpr",m(255).CustomJSExpr),a("Stack",m(256).Stack),a("CumSum",m(257).CumSum),a("ScalarExpression",m(254).ScalarExpression),a("Minimum",m(258).Minimum),a("Maximum",m(259).Maximum);var s=m(260);a("XComponent",s.XComponent),a("YComponent",s.YComponent),a("PolarTransform",m(261).PolarTransform)},
+function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__="Expression";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__="ScalarExpression"},
+function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__="CustomJSExpr",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__="Stack",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},
+function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__="CumSum",i.define((({Boolean:e,String:n})=>({field:[n],include_zero:[e,!1]})))},
+function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__="Minimum",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},
+function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__="Maximum",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},
+function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__="CoordinateTransform";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__="XYComponent",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__="XComponent";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__="YComponent"},
+function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e="anticlock"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__="PolarTransform",a.define((({})=>({radius:[l.DistanceSpec,{field:"radius"}],angle:[l.AngleSpec,{field:"angle"}],direction:[c.Direction,"anticlock"]})))},
+function _(e,t,l,r,i){r(),i("BooleanFilter",e(263).BooleanFilter),i("CustomJSFilter",e(264).CustomJSFilter),i("Filter",e(191).Filter),i("GroupFilter",e(265).GroupFilter),i("IndexFilter",e(266).IndexFilter)},
+function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__="BooleanFilter",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},
+function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,"source",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__="CustomJSFilter",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,""]})))},
+function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__="GroupFilter",u.define((({String:n})=>({column_name:[n],group:[n]})))},
+function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__="IndexFilter",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},
+function _(e,a,l,i,t){i(),t("AnnularWedge",e(268).AnnularWedge),t("Annulus",e(269).Annulus),t("Arc",e(270).Arc),t("Bezier",e(271).Bezier),t("Circle",e(272).Circle),t("Ellipse",e(273).Ellipse),t("EllipseOval",e(274).EllipseOval),t("Glyph",e(179).Glyph),t("HArea",e(187).HArea),t("HBar",e(276).HBar),t("HexTile",e(278).HexTile),t("Image",e(279).Image),t("ImageRGBA",e(281).ImageRGBA),t("ImageURL",e(282).ImageURL),t("Line",e(177).Line),t("MultiLine",e(283).MultiLine),t("MultiPolygons",e(284).MultiPolygons),t("Oval",e(285).Oval),t("Patch",e(186).Patch),t("Patches",e(286).Patches),t("Quad",e(287).Quad),t("Quadratic",e(288).Quadratic),t("Ray",e(289).Ray),t("Rect",e(290).Rect),t("Scatter",e(291).Scatter),t("Segment",e(294).Segment),t("Spline",e(295).Spline),t("Step",e(297).Step),t("Text",e(298).Text),t("VArea",e(189).VArea),t("VBar",e(299).VBar),t("Wedge",e(300).Wedge)},
+function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,u.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x="anticlock"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__="AnnularWedgeView";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__="AnnularWedge",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,"anticlock"],inner_radius:[c.DistanceSpec,{field:"inner_radius"}],outer_radius:[c.DistanceSpec,{field:"outer_radius"}],start_angle:[c.AngleSpec,{field:"start_angle"}],end_angle:[c.AngleSpec,{field:"end_angle"}]})))},
+function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,o.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if("data"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__="AnnulusView";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__="Annulus",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:"inner_radius"}],outer_radius:[d.DistanceSpec,{field:"outer_radius"}]})))},
+function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d="anticlock"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__="ArcView";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__="Arc",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[u.DistanceSpec,{field:"radius"}],start_angle:[u.AngleSpec,{field:"start_angle"}],end_angle:[u.AngleSpec,{field:"end_angle"}]})))},
+function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__="BezierView";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__="Bezier",c.prototype.default_view=y,c.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx0:[l.XCoordinateSpec,{field:"cx0"}],cy0:[l.YCoordinateSpec,{field:"cy0"}],cx1:[l.XCoordinateSpec,{field:"cx1"}],cy1:[l.YCoordinateSpec,{field:"cy1"}]}))),c.mixins(r.LineVector)},
+function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure("max_size",{value:i})}_map_data(){if(this.use_radius)if("data"==this.model.properties.radius.units)switch(this.model.radius_dimension){case"x":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case"y":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case"max":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case"min":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&"data"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&"data"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&"data"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if("h"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&"data"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&"data"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__="CircleView";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__="Circle",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number:s})=>({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,"x"],hit_dilation:[s,1]})))},
+function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__="EllipseView";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__="Ellipse",p.prototype.default_view=a},
+function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){"data"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"):this.sw=(0,l.to_screen)(this.width),"data"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);"data"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),"data"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__="EllipseOvalView";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__="EllipseOval"},
+function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return"data"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return"data"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__="CenterRotatableView";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__="CenterRotatable",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:"width"}],height:[_.DistanceSpec,{field:"height"}]})))},
+function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__="HBarView";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__="HBar",a.prototype.default_view=l,a.define((({})=>({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:"y"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:"right"}]})))},
+function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case"top_left":return{x:r,y:n};case"top":case"top_center":return{x:(r+i)/2,y:n};case"top_right":return{x:i,y:n};case"bottom_left":return{x:r,y:a};case"bottom":case"bottom_center":return{x:(r+i)/2,y:a};case"bottom_right":return{x:i,y:a};case"left":case"center_left":return{x:r,y:(n+a)/2};case"center":case"center_center":return{x:(r+i)/2,y:(n+a)/2};case"right":case"center_right":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if("v"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__="BoxView";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__="Box",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},
+function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{HexTileGL:s}=await Promise.resolve().then((()=>(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if("pointytop"==e)for(let e=0;e<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;"flattop"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if("pointytop"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if("v"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__="HexTileView";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__="HexTile",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number:e})=>({r:[c.NumberSpec,{field:"r"}],q:[c.NumberSpec,{field:"q"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,"pointytop"]}))),a.override({line_color:null})},
+function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__="ImageView";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__="Image",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:["#000000","#252525","#525252","#737373","#969696","#bdbdbd","#d9d9d9","#f0f0f0","#ffffff"]})]})))},
+function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,"expected a 2D array"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement("canvas");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext("2d"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){"data"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,"edge",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),"data"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,"edge",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__="ImageBaseView";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__="ImageBase",n.define((({Boolean:e})=>({image:[d.NDArraySpec,{field:"image"}],dw:[d.DistanceSpec,{field:"dw"}],dh:[d.DistanceSpec,{field:"dh"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},
+function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__="ImageRGBAView";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__="ImageRGBA",n.prototype.default_view=i},
+function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a="data"==this.model.properties.w.units,i="data"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case"top_left":case"bottom_left":case"left":case"center_left":return[e,e+t];case"top":case"top_center":case"bottom":case"bottom_center":case"center":case"center_center":return[e-t/2,e+t/2];case"top_right":case"bottom_right":case"right":case"center_right":return[e-t,e]}}function g(e,t){switch(h){case"top_left":case"top":case"top_center":case"top_right":return[e,e-t];case"bottom_left":case"bottom":case"bottom_center":case"bottom_right":return[e+t,e];case"left":case"center_left":case"center":case"center_center":case"right":case"center_right":return[e+t/2,e-t/2]}}if(a)for(let e=0;e<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){"data"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,"edge",this.model.dilate):this.sw=(0,c.to_screen)(this.w),"data"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,"edge",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case"top_left":return[t,s];case"top":case"top_center":return[t-r/2,s];case"top_right":return[t-r,s];case"right":case"center_right":return[t-r,s-a/2];case"bottom_right":return[t-r,s-a];case"bottom":case"bottom_center":return[t-r/2,s-a];case"bottom_left":return[t,s-a];case"left":case"center_left":return[t,s-a/2];case"center":case"center_center":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__="ImageURLView";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__="ImageURL",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({url:[h.StringSpec,{field:"url"}],anchor:[_.Anchor,"top_left"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},
+function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;"v"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__="MultiLineView";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__="MultiLine",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:"xs"}],ys:[h.YCoordinateSeqSpec,{field:"ys"}]}))),r.mixins(_.LineVector)},
+function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,"evenodd"),this.visuals.hatch.apply(t,s,"evenodd"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__="MultiPolygonsView";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__="MultiPolygons",r.prototype.default_view=p,r.define((({})=>({xs:[y.XCoordinateSeqSeqSeqSpec,{field:"xs"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:"ys"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},
+function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__="OvalView";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__="Oval",t.prototype.default_view=p},
+function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__="PatchesView";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__="Patches",a.prototype.default_view=f,a.define((({})=>({xs:[d.XCoordinateSeqSpec,{field:"xs"}],ys:[d.YCoordinateSeqSpec,{field:"ys"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},
+function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__="QuadView";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__="Quad",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:"right"}],bottom:[l.YCoordinateSpec,{field:"bottom"}],left:[l.XCoordinateSpec,{field:"left"}],top:[l.YCoordinateSpec,{field:"top"}]})))},
+function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__="QuadraticView";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__="Quadratic",o.prototype.default_view=y,o.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx:[l.XCoordinateSpec,{field:"cx"}],cy:[l.YCoordinateSpec,{field:"cy"}]}))),o.mixins(r.LineVector)},
+function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){"data"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__="RayView";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__="Ray",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},
+function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)"default"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if("data"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if("data"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,"edge",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__="RectView";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__="Rect",n.prototype.default_view=y,n.define((({Boolean:t})=>({dilate:[t,!1]})))},
+function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__="ScatterView";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__="Scatter",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:"circle"}]})))},
+function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if("h"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__="MarkerView";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__="Marker",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number:e})=>({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},
+function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},
+function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;"v"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&("h"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__="SegmentView";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__="Segment",o.prototype.default_view=y,o.define((({})=>({x0:[h.XCoordinateSpec,{field:"x0"}],y0:[h.YCoordinateSpec,{field:"y0"}],x1:[h.XCoordinateSpec,{field:"x1"}],y1:[h.YCoordinateSpec,{field:"y1"}]}))),o.mixins(c.LineVector)},
+function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__="SplineView";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__="Spline",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},
+function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},
+function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case"before":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case"after":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case"center":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__="StepView";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__="Step",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,"before"]})))},
+function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf("\n")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split("\n"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case"top":l=0;break;case"middle":l=-o/2+_/2;break;case"bottom":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__="TextView";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__="Text",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({text:[a.NullStringSpec,{field:"text"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},
+function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__="VBarView";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__="VBar",o.prototype.default_view=l,o.define((({})=>({x:[_.XCoordinateSpec,{field:"x"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:"top"}]})))},
+function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y="anticlock"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__="WedgeView";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__="Wedge",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[_.DistanceSpec,{field:"radius"}],start_angle:[_.AngleSpec,{field:"start_angle"}],end_angle:[_.AngleSpec,{field:"end_angle"}]})))},
+function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},
+function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__="GraphHitTestPolicy";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__="EdgesOnly";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__="NodesOnly";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];"selection"==d?n=e.selected.indices.map((t=>e.data.index[t])):"inspection"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__="NodesAndLinkedEdges";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];"selection"==d?n=t.selected.indices:"inspection"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__="EdgesAndLinkedNodes"},
+function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__="LayoutProvider";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__="GraphCoordinates",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__="NodeCoordinates";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__="EdgeCoordinates"},
+function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__="StaticLayoutProvider",o.define((({Number:t,Tuple:a,Dict:l})=>({graph_layout:[l(a(t,t)),{}]})))},
+function _(i,d,n,r,G){r(),G("Grid",i(306).Grid)},
+function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords("major",!1);for(let s=0;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords("major");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords("minor");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[1]&&(t=n[1]);else{[s,t]=n;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,t,r.min)[i],h=t.min,c=t.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;i<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__="GridView";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__="Grid",o.prototype.default_view=c,o.mixins([["grid_",l.Line],["minor_grid_",l.Line],["band_",l.Fill],["band_",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({bounds:[r(t(i,i),e),"auto"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:"underlay",band_fill_color:null,band_fill_alpha:0,grid_line_color:"#e5e5e5",minor_grid_line_color:null})},
+function _(o,a,x,B,e){B(),e("Box",o(308).Box),e("Column",o(310).Column),e("GridBox",o(311).GridBox),e("HTMLBox",o(312).HTMLBox),e("LayoutDOM",o(309).LayoutDOM),e("Panel",o(313).Panel),e("Row",o(314).Row),e("Spacer",o(315).Spacer),e("Tabs",o(316).Tabs),e("WidgetBox",o(319).WidgetBox)},
+function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__="BoxView";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__="Box",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},
+function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if("px"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?"relative":"absolute",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener("resize",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener("resize",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):"",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?"block":"none";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?"fixed":"fit"}_height_policy(){return null!=this.model.height?"fixed":"fit"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;"auto"==t&&(t=this._width_policy()),"auto"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if("fixed"==s)t=i="fixed";else if("stretch_both"==s)t=i="max";else if("stretch_width"==s)t="max";else if("stretch_height"==s)i="max";else switch(null==e&&(e="auto"),s){case"scale_width":t="max",i="min";break;case"scale_height":t="min",i="max";break;case"scale_both":t="max",i="max"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),"auto"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e="png"==t?"canvas":"svg",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__="LayoutDOMView";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__="LayoutDOM",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),"auto"],height_policy:[r(m.SizingPolicy,o),"auto"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),"start"],background:[c(l),null],css_classes:[n(s),[]]}}))},
+function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__="ColumnView";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__="Column",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,"auto"]})))},
+function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__="GridBoxView";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__="GridBox",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,"auto"],cols:[s,"auto"],spacing:[a(t,i(t,t)),0]})))},
+function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__="HTMLBoxView";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__="HTMLBox"},
+function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__="Panel",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,""],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},
+function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__="RowView";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__="Row",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,"auto"]})))},
+function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__="SpacerView";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__="Spacer",o.prototype.default_view=u},
+function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t="above"==e||"below"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:"fit",height_policy:"fixed"}):this.header.set_sizing({width_policy:"fixed",height_policy:"fit"});let l=1,h=1;switch(e){case"above":l-=1;break;case"below":l+=1;break;case"left":h-=1;break;case"right":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position="absolute",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t="above"==e||"below"==e,s=(0,d.size)(this.scroll_el),i=(0,d.scroll_size)(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth="",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight="",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener("click",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=(0,d.div)({class:m.close});e.addEventListener("click",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:""},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener("click",(()=>this.do_scroll("left"))),this.right_el.addEventListener("click",(()=>this.do_scroll("right"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;"left"==e?this._scroll_index-=1:"right"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute("disabled",""):this.left_el.removeAttribute("disabled"),this._scroll_index==t-1?this.right_el.setAttribute("disabled",""):this.right_el.removeAttribute("disabled");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if("above"==i||"below"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__="TabsView";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__="Tabs",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,"above"],active:[e,0]})))},
+function _(e,r,b,o,t){o(),b.root="bk-root",b.tabs_header="bk-tabs-header",b.btn_group="bk-btn-group",b.btn="bk-btn",b.headers_wrapper="bk-headers-wrapper",b.above="bk-above",b.right="bk-right",b.below="bk-below",b.left="bk-left",b.headers="bk-headers",b.tab="bk-tab",b.active="bk-active",b.close="bk-close",b.disabled="bk-disabled",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="gray" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="gray" stroke-width="2"/>      </svg>\');}.bk-root .bk-close:hover{background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="red" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="red" stroke-width="2"/>      </svg>\');}'},
+function _(o,b,r,t,e){t(),r.root="bk-root",r.btn="bk-btn",r.active="bk-active",r.btn_default="bk-btn-default",r.btn_primary="bk-btn-primary",r.btn_success="bk-btn-success",r.btn_warning="bk-btn-warning",r.btn_danger="bk-btn-danger",r.btn_light="bk-btn-light",r.btn_group="bk-btn-group",r.vertical="bk-vertical",r.horizontal="bk-horizontal",r.dropdown_toggle="bk-dropdown-toggle",r.default=".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}"},
+function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__="WidgetBoxView";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__="WidgetBox",i.prototype.default_view=d},
+function _(t,a,i,e,M){e();var T=t(135);M("MathText",T.MathText),M("Ascii",T.Ascii),M("MathML",T.MathML),M("TeX",T.TeX),M("PlainText",t(139).PlainText)},
+function _(r,o,t,e,n){e(),n("CustomJSTransform",r(322).CustomJSTransform),n("Dodge",r(323).Dodge),n("Interpolator",r(325).Interpolator),n("Jitter",r(326).Jitter),n("LinearInterpolator",r(327).LinearInterpolator),n("StepInterpolator",r(328).StepInterpolator),n("Transform",r(56).Transform)},
+function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform("x",this.func)}get vector_transform(){return this._make_transform("xs",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__="CustomJSTransform",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,""],v_func:[t,""]})))},
+function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__="Dodge",t.define((({Number:e})=>({value:[e,0]})))},
+function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__="RangeTransform",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},
+function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error("The x parameter does not correspond to a valid column name defined in the data parameter");if(!(0,l.includes)(t,this.y))throw new Error("The y parameter does not correspond to a valid column name defined in the data parameter");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error("parameters 'x' and 'y' must be both either string fields or arrays");e=this.x,r=this.y}if(e.length!==r.length)throw new Error("The length for x and y do not match");if(e.length<2)throw new Error("x and y must have at least two elements to support interpolation");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__="Interpolator",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},
+function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case"uniform":return this.mean+(f.random()-.5)*this.width;case"normal":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__="Jitter",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,"uniform"]})))},
+function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__="LinearInterpolator"},
+function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case"after":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case"before":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case"center":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__="StepInterpolator",_.define((()=>({mode:[n.StepMode,"after"]})))},
+function _(p,o,t,a,n){a(),n("MapOptions",p(330).MapOptions),n("GMapOptions",p(330).GMapOptions),n("GMapPlot",p(330).GMapPlot),n("Plot",p(331).Plot)},
+function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a("GMapPlotView",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__="MapOptions",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__="GMapOptions",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,"roadmap"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__="GMapPlot",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,"weekly"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},
+function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i("PlotView",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,"reset");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t="center"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__="Plot",a.prototype.default_view=P.PlotView,a.mixins([["outline_",s.Line],["background_",s.Fill],["border_",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),"right"],toolbar_sticky:[e,!0],plot_width:[l.Alias("width")],plot_height:[l.Alias("height")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),"",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),"above"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,"canvas"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,"standard"]}))),a.override({width:600,height:600,outline_line_color:"#e5e5e5",border_fill_color:"#ffffff",background_fill_color:"#ffffff"})},
+function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error("wasn't paused");this._is_paused-=1,0!=this._is_paused||e||this.request_paint("everything")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint("everything")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if("everything"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint("everything")}reset(){"standard"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),g.logger.debug("PlotView initialized")}_width_policy(){return null==this.model.frame_width?super._width_policy():"min"}_height_policy(){return null==this.model.frame_height?super._height_policy():"min"}_update_layout(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case"above":return n;case"below":return o;case"left":return l;case"right":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]="above"==v||"below"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i="above"==e||"below"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?"width_policy":"height_policy";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:"min"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:"max",height_policy:"min"})):(n=new k.Column(t),n.set_sizing({width_policy:"min",height_policy:"max"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:"fixed",width:P}:{width_policy:"fit"}),null!=j?{height_policy:"fixed",height:j}:{height_policy:"fit"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m("above",n)),V.children=m("below",o),S.children=(0,w.reversed)(m("left",l)),O.children=m("right",r),R.set_sizing({width_policy:"fit",height_policy:"min"}),V.set_sizing({width_policy:"fit",height_policy:"min"}),S.set_sizing({width_policy:"min",height_policy:"fit"}),O.set_sizing({width_policy:"min",height_policy:"fit"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint("everything"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e<this.model.lod_interval?setTimeout((()=>{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint("everything")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if("overlay"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,"image",a,!0),this._paint_levels(n.ctx,"underlay",a,!0),this._paint_levels(n.ctx,"glyph",a,!0),this._paint_levels(n.ctx,"guide",a,!1),this._paint_levels(n.ctx,"annotation",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,"overlay",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle="blue",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i="png"==e?"canvas":"svg",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,["children"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__="PlotView"},
+function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},
+function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn("Follow enabled so bounds are unset.");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn("could not set initial ranges"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&"auto"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&"auto"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__="RangeManager"},
+function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,"state_changed"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.index<this.history.length-1}}s.StateManager=a,a.__name__="StateManager"},
+function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},"gmaps_ready");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t="https://developers.google.com/maps/documentation/javascript/get-api-key";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if("undefined"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement("script");o.type="text/javascript",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint("everything")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:"absolute"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,"idle",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,"bounds_changed",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,"tilesloaded",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center("lat"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center("lng"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center("lat"),this._update_center("lng"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&"undefined"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__="GMapPlotView"},
+function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},
+function _(e,r,d,n,R){n(),R("GlyphRenderer",e(175).GlyphRenderer),R("GraphRenderer",e(339).GraphRenderer),R("GuideRenderer",e(129).GuideRenderer);var G=e(41);R("Renderer",G.Renderer),R("RendererGroup",G.RendererGroup)},
+function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__="GraphRendererView";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__="GraphRenderer",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},
+function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c("Selection",e(72).Selection)},
+function _(a,e,S,o,r){o(),r("ServerSentDataSource",a(342).ServerSentDataSource),r("AjaxDataSource",a(344).AjaxDataSource),r("ColumnDataSource",a(75).ColumnDataSource),r("ColumnarDataSource",a(70).ColumnarDataSource),r("CDSView",a(190).CDSView),r("DataSource",a(71).DataSource),r("GeoJSONDataSource",a(345).GeoJSONDataSource),r("WebDataSource",a(343).WebDataSource)},
+function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__="ServerSentDataSource"},
+function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case"replace":this.data=r;break;case"append":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__="WebDataSource",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,"replace"],adapter:[n(e),null],data_url:[a]})))},
+function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener("load",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener("error",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader("Content-Type",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.entries)(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__="AjaxDataSource",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,"application/json"],http_headers:[s(i),{}],method:[o.HTTPMethod,"POST"],if_modified:[t,!1]})))},
+function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.range)(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case"Point":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=_(s);break}case"LineString":{const{coordinates:r}=e;for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"Polygon":{e.coordinates.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used.");const r=e.coordinates[0];for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPoint":i.logger.warn("MultiPoint not supported in Bokeh");break;case"MultiLineString":{const n=e.coordinates.reduce(r);for(let e=0;e<n.length;e++){const[r,s,a]=n[e];t.xs[o][e]=r,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPolygon":{const n=[];for(const t of e.coordinates)t.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used."),n.push(t[0]);const s=n.reduce(r);for(let e=0;e<s.length;e++){const[r,n,a]=s[e];t.xs[o][e]=r,t.ys[o][e]=n,t.zs[o][e]=_(a)}break}default:throw new Error(`Invalid GeoJSON geometry type: ${e.type}`)}}geojson_to_column_data(){const e=JSON.parse(this.geojson);let t;switch(e.type){case"GeometryCollection":if(null==e.geometries)throw new Error("No geometries found in GeometryCollection");if(0===e.geometries.length)throw new Error("geojson.geometries must have one or more items");t=e.geometries;break;case"FeatureCollection":if(null==e.features)throw new Error("No features found in FeaturesCollection");if(0==e.features.length)throw new Error("geojson.features must have one or more items");t=e.features;break;default:throw new Error("Bokeh only supports type GeometryCollection and FeatureCollection at top level")}let o=0;for(const e of t){const t="Feature"===e.type?e.geometry:e;"GeometryCollection"==t.type?o+=t.geometries.length:o+=1}const r={x:this._get_new_nan_array(o),y:this._get_new_nan_array(o),z:this._get_new_nan_array(o),xs:this._get_new_list_array(o),ys:this._get_new_list_array(o),zs:this._get_new_list_array(o)};let n=0;for(const e of t){const t="Feature"==e.type?e.geometry:e;if("GeometryCollection"==t.type)for(const s of t.geometries)this._add_geometry(s,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1;else this._add_geometry(t,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1}return r}}o.GeoJSONDataSource=u,s=u,u.__name__="GeoJSONDataSource",s.define((({String:e})=>({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},
+function _(e,r,T,o,S){o(),S("BBoxTileSource",e(347).BBoxTileSource),S("MercatorTileSource",e(348).MercatorTileSource),S("QUADKEYTileSource",e(351).QUADKEYTileSource),S("TileRenderer",e(352).TileRenderer),S("TileSource",e(349).TileSource),S("TMSTileSource",e(355).TMSTileSource),S("WMTSTileSource",e(353).WMTSTileSource)},
+function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace("{XMIN}",i.toString()).replace("{YMIN}",s.toString()).replace("{XMAX}",l.toString()).replace("{YMAX}",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__="BBoxTileSource",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},
+function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)<Math.abs(t-r)?e:t}));return this._resolutions.indexOf(o)}snap_to_zoom_level(t,e,i,_){const[s,r,o,n]=t,l=this._resolutions[_];let u=i*l,a=e*l;if(!this.snap_to_zoom){const t=(o-s)/u,e=(n-r)/a;t>e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<<i)-e]}meters_to_tile(t,e,i){const[_,s]=this.meters_to_pixels(t,e,i);return this.pixels_to_tile(_,s)}get_tile_meter_bounds(t,e,i){const[_,s]=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),[r,o]=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[_,s,r,o]}get_tile_geographic_bounds(t,e,i){const _=this.get_tile_meter_bounds(t,e,i),[s,r,o,n]=(0,l.meters_extent_to_geographic)(_);return[s,r,o,n]}get_tiles_by_extent(t,e,i=1){const[_,s,r,o]=t;let[n,l]=this.meters_to_tile(_,s,e),[u,a]=this.meters_to_tile(r,o,e);n-=i,l-=i,u+=i,a+=i;const h=[];for(let t=a;t>=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<<s-1;switch(t.charAt(_-s)){case"0":continue;case"1":e|=r;break;case"2":i|=r;break;case"3":e|=r,i|=r;break;default:throw new TypeError(`Invalid Quadkey: ${t}`)}}return[e,i,_]}tile_xyz_to_quadkey(t,e,i){let _="";for(let s=i;s>0;s--){const i=1<<s-1;let r=0;0!=(t&i)&&(r+=1),0!=(e&i)&&(r+=2),_+=r.toString()}return _}children_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=[];for(let t=0;t<=3;t++){const[e,i,r]=this.quadkey_to_tile_xyz(_+t.toString()),o=this.get_tile_meter_bounds(e,i,r);s.push([e,i,r,o])}return s}get_closest_parent_by_tile_xyz(t,e,i){const _=this.calculate_world_x_by_tile_xyz(t,e,i);[t,e,i]=this.normalize_xyz(t,e,i);let s=this.tile_xyz_to_quadkey(t,e,i);for(;s.length>0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__="MercatorTileSource",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},
+function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace("{x}","{X}").replace("{y}","{Y}").replace("{z}","{Z}").replace("{q}","{Q}").replace("{xmin}","{XMIN}").replace("{ymin}","{YMIN}").replace("{xmax}","{XMAX}").replace("{ymax}","{YMAX}");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(":").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",t.toString()).replace("{Z}",r.toString())}}r.TileSource=c,l=c,c.__name__="TileSource",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,""],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,""],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},
+function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},
+function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace("{Q}",i)}}r.QUADKEYTileSource=c,c.__name__="QUADKEYTileSource"},
+function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.isString)(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=(0,d.div)({class:p.tile_attribution,style:{position:"absolute",right:`${s}px`,bottom:`${_}px`,"max-width":n-4+"px",padding:"2px","background-color":"rgba(255,255,255,0.5)","font-size":"9px","line-height":"1.05","white-space":"nowrap",overflow:"hidden","text-overflow":"ellipsis"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\s*\n\s*/g," ")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const n=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0==this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);e<i;e++){const[i,s,_]=n[e],a=this.model.tile_source.children_by_tile_xyz(i,s,_);for(const e of a){const[i,s,_,n]=e;t.tiles.has(t.tile_xyz_to_key(i,s,_))||this._create_tile(i,s,_,n,!0)}}}_fetch_tiles(t){for(const e of t){const[t,i,s,_]=e;this._create_tile(t,i,s,_)}}_update(){const{tile_source:t}=this.model,{min_zoom:e}=t,{max_zoom:i}=t;let s=this.get_extent();const _=this.extent[2]-this.extent[0]<s[2]-s[0],n=this.map_frame.bbox.height,a=this.map_frame.bbox.width;let o=t.get_level_by_extent(s,n,a),r=!1;o<e?(s=this.extent,o=e,r=!0):o>i&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__="TileRendererView";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__="TileRenderer",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:"image"})},
+function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace("{X}",s.toString()).replace("{Y}",c.toString()).replace("{Z}",i.toString())}}r.WMTSTileSource=i,i.__name__="WMTSTileSource"},
+function _(t,o,i,b,r){b(),i.root="bk-root",i.tile_attribution="bk-tile-attribution",i.default=".bk-root .bk-tile-attribution a{color:black;}"},
+function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",r.toString()).replace("{Z}",t.toString())}}t.TMSTileSource=l,l.__name__="TMSTileSource"},
+function _(e,t,u,a,r){a(),r("CanvasTexture",e(357).CanvasTexture),r("ImageURLTexture",e(359).ImageURLTexture),r("Texture",e(358).Texture)},
+function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function("ctx","color","scale","weight",t)}get_pattern(t,e,n){const c=document.createElement("canvas");c.width=e,c.height=e;const s=c.getContext("2d");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__="CanvasTexture",r.define((({String:t})=>({code:[t]})))},
+function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__="Texture",i.define((()=>({repetition:[u.TextureRepetition,"repeat"]})))},
+function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__="ImageURLTexture",a.define((({String:e})=>({url:[e]})))},
+function _(o,l,T,e,t){e(),t("ActionTool",o(238).ActionTool),t("CustomAction",o(361).CustomAction),t("HelpTool",o(239).HelpTool),t("RedoTool",o(362).RedoTool),t("ResetTool",o(363).ResetTool),t("SaveTool",o(364).SaveTool),t("UndoTool",o(365).UndoTool),t("ZoomInTool",o(366).ZoomInTool),t("ZoomOutTool",o(369).ZoomOutTool),t("ButtonTool",o(224).ButtonTool),t("EditTool",o(370).EditTool),t("BoxEditTool",o(371).BoxEditTool),t("FreehandDrawTool",o(372).FreehandDrawTool),t("PointDrawTool",o(373).PointDrawTool),t("PolyDrawTool",o(374).PolyDrawTool),t("PolyTool",o(375).PolyTool),t("PolyEditTool",o(376).PolyEditTool),t("BoxSelectTool",o(377).BoxSelectTool),t("BoxZoomTool",o(379).BoxZoomTool),t("GestureTool",o(223).GestureTool),t("LassoSelectTool",o(380).LassoSelectTool),t("LineEditTool",o(382).LineEditTool),t("PanTool",o(384).PanTool),t("PolySelectTool",o(381).PolySelectTool),t("RangeTool",o(385).RangeTool),t("SelectTool",o(378).SelectTool),t("TapTool",o(386).TapTool),t("WheelPanTool",o(387).WheelPanTool),t("WheelZoomTool",o(388).WheelZoomTool),t("CrosshairTool",o(389).CrosshairTool),t("CustomJSHover",o(390).CustomJSHover),t("HoverTool",o(391).HoverTool),t("InspectTool",o(232).InspectTool),t("Tool",o(222).Tool),t("ToolProxy",o(394).ToolProxy),t("Toolbar",o(221).Toolbar),t("ToolbarBase",o(233).ToolbarBase),t("ProxyToolbar",o(395).ProxyToolbar),t("ToolbarBox",o(395).ToolbarBox)},
+function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat("bk-toolbar-button-custom-action")}}e.CustomActionButtonView=u,u.__name__="CustomActionButtonView";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__="CustomActionView";class a extends i.ActionTool{constructor(t){super(t),this.tool_name="Custom Action",this.button_view=u}}e.CustomAction=a,c=a,a.__name__="CustomAction",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:"Perform a Custom Action"})},
+function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__="RedoToolView";class a extends l.ActionTool{constructor(e){super(e),this.tool_name="Redo",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__="RedoTool",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias("redo",(()=>new a))},
+function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__="ResetToolView";class r extends n.ActionTool{constructor(e){super(e),this.tool_name="Reset",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__="ResetTool",_.prototype.default_view=c,_.register_alias("reset",(()=>new r))},
+function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(e)});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement("a");t.href=URL.createObjectURL(o),t.download=e,t.target="_blank",t.dispatchEvent(new MouseEvent("click"))}doit(e="save"){switch(e){case"save":this.save("bokeh_plot");break;case"copy":this.copy()}}}t.SaveToolView=l,l.__name__="SaveToolView";class r extends c.ActionTool{constructor(e){super(e),this.tool_name="Save",this.icon=n.tool_icon_save}get menu(){return[{icon:"bk-tool-icon-copy-to-clipboard",tooltip:"Copy image to clipboard",if:()=>"undefined"!=typeof ClipboardItem,handler:()=>{this.do.emit("copy")}}]}}t.SaveTool=r,s=r,r.__name__="SaveTool",s.prototype.default_view=l,s.register_alias("save",(()=>new r))},
+function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__="UndoToolView";class a extends l.ActionTool{constructor(o){super(o),this.tool_name="Undo",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__="UndoTool",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias("undo",(()=>new a))},
+function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__="ZoomInToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name="Zoom In",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__="ZoomInTool",t.prototype.default_view=a,t.register_alias("zoom_in",(()=>new l({dimensions:"both"}))),t.register_alias("xzoom_in",(()=>new l({dimensions:"width"}))),t.register_alias("yzoom_in",(()=>new l({dimensions:"height"})))},
+function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i="width"==e||"both"==e,s="height"==e||"both"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push("zoom_out",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__="ZoomBaseToolView";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__="ZoomBaseTool",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,"both"]})))},
+function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},
+function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__="ZoomOutToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name="Zoom Out",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__="ZoomOutTool",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias("zoom_out",(()=>new l({dimensions:"both"}))),n.register_alias("xzoom_out",(()=>new l({dimensions:"width"}))),n.register_alias("yzoom_out",(()=>new l({dimensions:"height"})))},
+function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,a.unreachable)():"replace"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e<s.length;e++){const t=s[e];o.splice(t-e,1)}}this._emit_cds_changes(t)}_pop_glyphs(e,t){const s=e.columns();if(t&&s.length)for(const o of s){let s=e.get_array(o);const n=s.length-t+1;n<1||((0,c.isArray)(s)||(s=Array.from(s),e.data[o]=s),s.splice(0,n))}}_emit_cds_changes(e,t=!0,s=!0,o=!0){s&&e.selection_manager.clear(),t&&e.change.emit(),o&&(e.data=e.data,e.properties.data.change.emit())}_drag_points(e,t,s="both"){if(null==this._basepoint)return;const[o,n]=this._basepoint;for(const r of t){const t=this._map_drag(o,n,r),i=this._map_drag(e.sx,e.sy,r);if(null==i||null==t)continue;const[c,a]=i,[_,l]=t,[d,u]=[c-_,a-l],h=r.glyph,m=r.data_source,[p,f]=[h.x.field,h.y.field];for(const e of m.selected.indices)!p||"width"!=s&&"both"!=s||(m.data[p][e]+=d),!f||"height"!=s&&"both"!=s||(m.data[f][e]+=u);m.change.emit()}this._basepoint=[e.sx,e.sy]}_pad_empty_columns(e,t){for(const s of e.columns())(0,i.includes)(t,s)||e.get_array(s).push(this.model.empty_value)}_select_event(e,t,s){const o=this.plot_view.frame,{sx:n,sy:r}=e;if(!o.bbox.contains(n,r))return[];const i={type:"point",sx:n,sy:r},c=[];for(const e of s){const s=e.get_selection_manager(),o=e.data_source,n=this.plot_view.renderer_view(e);if(null!=n){s.select([n],i,!0,t)&&c.push(e),o.properties.selected.change.emit()}}return c}}s.EditToolView=d,d.__name__="EditToolView";class u extends l.GestureTool{constructor(e){super(e)}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=u,r=u,u.__name__="EditTool",r.define((({Unknown:e,String:t,Array:s,Ref:o,Nullable:n})=>({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},
+function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,"append",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__="BoxEditToolView";class h extends d.EditTool{constructor(e){super(e),this.tool_name="Box Edit Tool",this.icon=l.tool_icon_box_edit,this.event_type=["tap","pan","move"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__="BoxEditTool",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,"both"],num_objects:[e,0]})))},
+function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if("new"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if("add"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,"new")}_pan(e){this._draw(e,"add")}_pan_end(e){this._draw(e,"add",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__="FreehandDrawToolView";class h extends n.EditTool{constructor(e){super(e),this.tool_name="Freehand Draw Tool",this.icon=i.tool_icon_freehand_draw,this.event_type=["pan","tap"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__="FreehandDrawTool",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias("freehand_draw",(()=>new h))},
+function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__="PointDrawToolView";class l extends _.EditTool{constructor(e){super(e),this.tool_name="Point Draw Tool",this.icon=r.tool_icon_point_draw,this.event_type=["tap","pan","move"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__="PointDrawTool",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},
+function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,"add",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if("new"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if("edit"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if("add"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;s<this.model.renderers.length;s++){const i=this.model.renderers[s],a=i.data_source,r=i.glyph,[o,n]=[r.xs.field,r.ys.field];if(o)for(const t of a.get_array(o))e.push(...t);if(n)for(const e of a.get_array(n))t.push(...e);this._drawing&&s==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}_doubletap(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,"edit",!0)):(this._drawing=!0,this._draw(e,"new",!0)))}_move(e){this._drawing&&this._draw(e,"edit")}_remove(){const e=this.model.renderers[0],t=e.data_source,s=e.glyph,[i,a]=[s.xs.field,s.ys.field];if(i){const e=t.data[i].length-1,s=t.get_array(i)[e];s.splice(s.length-1,1)}if(a){const e=t.data[a].length-1,s=t.get_array(a)[e];s.splice(s.length-1,1)}this._emit_cds_changes(t)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===o.Keys.Backspace?this._delete_selected(t):e.keyCode==o.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),t.data_source.selection_manager.clear())}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){if(null==this._basepoint||!this.model.drag)return;const[t,s]=this._basepoint;for(const i of this.model.renderers){const a=this._map_drag(t,s,i),r=this._map_drag(e.sx,e.sy,i);if(null==r||null==a)continue;const o=i.data_source,n=i.glyph,[d,_]=[n.xs.field,n.ys.field];if(!d&&!_)continue;const[h,l]=r,[c,g]=a,[f,p]=[h-c,l-g];for(const e of o.selected.indices){let t,s,i;d&&(s=o.data[d][e]),_?(i=o.data[_][e],t=i.length):t=s.length;for(let e=0;e<t;e++)s&&(s[e]+=f),i&&(i[e]+=p)}o.change.emit()}this._basepoint=[e.sx,e.sy]}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source);this._basepoint=null}}activate(){if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(const e of this.model.renderers){const t=e.data_source;t.connect(t.properties.data.change,(()=>this._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__="PolyDrawToolView";class l extends d.PolyTool{constructor(e){super(e),this.tool_name="Polygon Draw Tool",this.icon=_.tool_icon_poly_draw,this.event_type=["pan","tap","move"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__="PolyDrawTool",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},
+function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,"replace",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__="PolyToolView";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__="PolyTool",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},
+function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,"replace",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,"replace",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,"append",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=c,c.__name__="PolyEditToolView";class o extends l.PolyTool{constructor(e){super(e),this.tool_name="Poly Edit Tool",this.icon=a.tool_icon_poly_edit,this.event_type=["tap","pan","move"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__="PolyEditTool",_.prototype.default_view=c},
+function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if("center"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push("box_select",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l="replace"){const n={type:"rect",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__="BoxSelectToolView";const h=()=>new _.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends n.SelectTool{constructor(e){super(e),this.tool_name="Box Select",this.icon=r.tool_icon_box_select,this.event_type="pan",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__="BoxSelectTool",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,"both"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,"corner"]}))),l.register_alias("box_select",(()=>new m)),l.register_alias("xbox_select",(()=>new m({dimensions:"width"}))),l.register_alias("ybox_select",(()=>new m({dimensions:"height"})))},
+function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let r;switch(e.type){case"point":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"span":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"rect":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case"poly":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__="SelectToolView";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,"clear")}get menu(){return[{icon:"bk-tool-icon-replace-mode",tooltip:"Replace the current selection",active:()=>"replace"==this.mode,handler:()=>{this.mode="replace",this.active=!0}},{icon:"bk-tool-icon-append-mode",tooltip:"Append to the current selection (Shift)",active:()=>"append"==this.mode,handler:()=>{this.mode="append",this.active=!0}},{icon:"bk-tool-icon-intersect-mode",tooltip:"Intersect with the current selection (Ctrl)",active:()=>"intersect"==this.mode,handler:()=>{this.mode="intersect",this.active=!0}},{icon:"bk-tool-icon-subtract-mode",tooltip:"Subtract from the current selection (Shift+Ctrl)",active:()=>"subtract"==this.mode,handler:()=>{this.mode="subtract",this.active=!0}},null,{icon:"bk-tool-icon-clear-selection",tooltip:"Clear the current selection (Esc)",handler:()=>{this.clear.emit()}}]}}s.SelectTool=b,o=b,b.__name__="SelectTool",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),"auto"],names:[t(e),[]],mode:[_.SelectionMode,"replace"]})))},
+function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m<n&&(m=n)),l=Math.abs(p-m),t[1]<=o[1]?(b=t[1],d=t[1]+l/s,d>_&&(d=_)):(d=t[1],b=t[1]-l/s,b<a&&(b=a)),r=Math.abs(d-b),t[0]<=o[0]?p=t[0]+s*r:m=t[0]-s*r,[[m,p],[b,d]]}_compute_limits(t){const o=this.plot_view.frame,e=this.model.dimensions;let s,i,n=this._base_point;if("center"==this.model.origin){const[o,e]=n,[s,i]=t;n=[o-(s-o),e-(i-e)]}return this.model.match_aspect&&"both"==e?[s,i]=this._match_aspect(n,t,o):[s,i]=this.model._get_dim_limits(n,t,o,e),[s,i]}_pan_start(t){this._base_point=[t.sx,t.sy]}_pan(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this.model.overlay.update({left:e[0],right:e[1],top:s[0],bottom:s[1]})}_pan_end(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this._update(e,s),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.trigger_ranges_update_event()}_update([t,o],[e,s]){if(Math.abs(o-t)<=5||Math.abs(s-e)<=5)return;const{x_scales:i,y_scales:n}=this.plot_view.frame,_=new Map;for(const[e,s]of i){const[i,n]=s.r_invert(t,o);_.set(e,{start:i,end:n})}const a=new Map;for(const[t,o]of n){const[i,n]=o.r_invert(e,s);a.set(t,{start:i,end:n})}const l={xrs:_,yrs:a};this.plot_view.state.push("box_zoom",{range:l}),this.plot_view.update_range(l)}}e.BoxZoomToolView=h,h.__name__="BoxZoomToolView";const c=()=>new a.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends _.GestureTool{constructor(t){super(t),this.tool_name="Box Zoom",this.icon=r.tool_icon_box_zoom,this.event_type="pan",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__="BoxZoomTool",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,"both"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,"corner"]}))),n.register_alias("box_zoom",(()=>new m({dimensions:"both"}))),n.register_alias("xbox_zoom",(()=>new m({dimensions:"width"}))),n.register_alias("ybox_zoom",(()=>new m({dimensions:"height"})))},
+function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push("lasso_select",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:"poly",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__="LassoSelectToolView";class y extends i.SelectTool{constructor(s){super(s),this.tool_name="Lasso Select",this.icon=h.tool_icon_lasso_select,this.event_type="pan",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__="LassoSelectTool",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias("lasso_select",(()=>new y))},
+function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push("poly_select",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:"poly",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__="PolySelectToolView";s.DEFAULT_POLY_OVERLAY=()=>new _.PolyAnnotation({level:"overlay",xs_units:"screen",ys_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class d extends a.SelectTool{constructor(e){super(e),this.tool_name="Poly Select",this.icon=h.tool_icon_polygon_select,this.event_type="tap",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__="PolySelectTool",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias("poly_select",(()=>new d))},
+function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,"replace",[s]).length&&(this._selected_renderer=s)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,"append",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}s.LineEditToolView=l,l.__name__="LineEditToolView";class h extends d.LineTool{constructor(e){super(e),this.tool_name="Line Edit Tool",this.icon=o.tool_icon_line_edit,this.event_type=["tap","pan","move"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__="LineEditTool",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,"both"]})))},
+function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__="LineToolView";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__="LineTool",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},
+function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(n<t.start||n>t.end)&&(this.v_axis_only=!0),(e<s.start||e>s.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push("pan",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;"width"!=p&&"both"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),"height"!=p&&"both"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__="PanToolView";class p extends _.GestureTool{constructor(t){super(t),this.tool_name="Pan",this.event_type="pan",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__="PanTool",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,"both",{on_update(t,s){switch(t){case"both":s.icon=r.tool_icon_pan;break;case"width":s.icon=r.tool_icon_xpan;break;case"height":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias("pan",(()=>new p({dimensions:"both"}))),a.register_alias("xpan",(()=>new p({dimensions:"width"}))),a.register_alias("ypan",(()=>new p({dimensions:"height"})))},
+function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)<s}function c(e,t,i,s,n){let l=!0;if(null!=n.left&&null!=n.right){const t=i.invert(e);(t<n.left||t>n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(e<n.bottom||e>n.top)&&(l=!1)}return l}function g(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e<t.end?(t.start=e,i):(t.start=t.end,t.end=e,d(i))}function m(e,t,i,s){const[n,l]=t.r_compute(e.start,e.end),[a,r]=t.r_invert(n+i,l+i),o=g(e.start,e.end,s);g(a,r,s)>=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__="RangeToolView";const x=()=>new a.BoxAnnotation({level:"overlay",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name="Range Tool",this.icon=h.tool_icon_range,this.event_type="pan",this.default_order=1}initialize(){super.initialize(),this.overlay.in_cursor="grab",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?"ew-resize":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?"ns-resize":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn("RangeTool not configured with any Ranges.")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=w,l=w,w.__name__="RangeTool",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},
+function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){"tap"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){"doubletap"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:"point",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if("select"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push("tap",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__="TapToolView";class r extends a.SelectTool{constructor(e){super(e),this.tool_name="Tap",this.icon=c.tool_icon_tap_select,this.event_type="tap",this.default_order=10}}s.TapTool=r,l=r,r.__name__="TapTool",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,"select"],gesture:[t("tap","doubletap"),"tap"],callback:[s(e)]}))),l.register_alias("click",(()=>new r({behavior:"inspect"}))),l.register_alias("tap",(()=>new r)),l.register_alias("doubletap",(()=>new r({gesture:"doubletap"})))},
+function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case"height":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case"width":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push("wheel_pan",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__="WheelPanToolView";class d extends o.GestureTool{constructor(e){super(e),this.tool_name="Wheel Pan",this.icon=_.tool_icon_wheel_pan,this.event_type="scroll",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__="WheelPanTool",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,"width"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias("xwheel_pan",(()=>new d({dimension:"width"}))),a.register_alias("ywheel_pan",(()=>new d({dimension:"height"})))},
+function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:"wheel",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=("width"==h||"both"==h)&&s.start<n&&n<s.end,r=("height"==h||"both"==h)&&i.start<l&&l<i.end;if(!(a&&r||this.model.zoom_on_axis))return;const m=this.model.speed*e.delta,d=(0,_.scale_range)(t,m,a,r,{x:n,y:l});this.plot_view.state.push("wheel_zoom",{range:d});const{maintain_focus:c}=this.model;this.plot_view.update_range(d,{scrolling:!0,maintain_focus:c}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__="WheelZoomToolView";class d extends l.GestureTool{constructor(e){super(e),this.tool_name="Wheel Zoom",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?"pinch":"scroll",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__="WheelZoomTool",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,"both"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias("wheel_zoom",(()=>new d({dimensions:"both"}))),n.register_alias("xwheel_zoom",(()=>new d({dimensions:"width"}))),n.register_alias("ywheel_zoom",(()=>new d({dimensions:"height"})))},
+function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;"width"!=s&&"both"!=s||(this.model.spans.width.location=e),"height"!=s&&"both"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__="CrosshairToolView";class p extends l.InspectTool{constructor(i){super(i),this.tool_name="Crosshair",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__="CrosshairTool",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:"screen",level:"overlay",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,"both"],line_color:[s,"black"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,"width"),height:i(e,"height")})]}))),n.register_alias("crosshair",(()=>new p))})()},
+function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code("value","format","special_vars",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__="CustomJSHover",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if("span"==t.type)"h"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return a<c?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function H(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=G,n._line_hit=H;class z extends l.InspectToolView{initialize(){super.initialize(),this._ttmodels=new Map,this._ttviews=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._update_ttmodels();const{tooltips:e}=this.model;e instanceof V.Template&&(this._template_view=await(0,S.build_view)(e,{parent:this}),this._template_view.render())}remove(){var e;null===(e=this._template_view)||void 0===e||e.remove(),(0,S.remove_views)(this._ttviews),super.remove()}connect_signals(){super.connect_signals();const e=this.plot_model.properties.renderers,{renderers:t,tooltips:n}=this.model.properties;this.on_change(n,(()=>delete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if("mouse"==this.model.mode)n={type:"point",sx:e,sy:t};else{n={type:"span",direction:"vline"==this.model.mode?"h":"v",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if("point"!=t.type&&"span"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if("ignore"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case"interp":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case"prev":[[s,i],c]=H(C.sx,C.sy,n);break;case"next":[[s,i],c]=H(C.sx,C.sy,n+1);break;case"nearest":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case"interp":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case"prev":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case"next":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case"nearest":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error("shouldn't have happened")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if("snap_to_data"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point("center",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:"table",borderSpacing:"2px"}});for(const[n]of e){const e=(0,w.div)({style:{display:"table-row"}});t.appendChild(e);const s=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_label},0!=n.length?`${n}: `:"");e.appendChild(s);const i=(0,w.span)();i.dataset.value="";const o=(0,w.span)({class:M.tooltip_color_block}," ");o.dataset.swatch="",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll("[data-value]"),l=o.querySelectorAll("[data-swatch]"),a=/\$color(\[.*\])?:(\w*)/,c=/\$swatch:(\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e="",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf("hex")>=0,c=e.indexOf("swatch")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent="(null)";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace("$~","$data_"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__="HoverToolView";class P extends l.InspectTool{constructor(e){super(e),this.tool_name="Hover",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__="HoverTool",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[["index","$index"],["data (x, y)","($x, $y)"],["screen (x, y)","($sx, $sy)"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),"auto"],names:[s(n),[]],mode:[T.HoverMode,"mouse"],muted_policy:[T.MutedPolicy,"show"],point_policy:[T.PointPolicy,"snap_to_data"],line_policy:[T.LinePolicy,"nearest"],show_arrow:[t,!0],anchor:[T.Anchor,"center"],attachment:[T.TooltipAttachment,"horizontal"],callback:[d(e)]}))),r.register_alias("hover",(()=>new P))},
+function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a("Styles",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__="DOMNodeView";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__="DOMNode",z.__module__="bokeh.models.dom";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode("")}}s.TextView=P,P.__name__="TextView";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__="Text",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,""]})));class N extends C{}s.PlaceholderView=N,N.__name__="PlaceholderView",N.tag_name="span";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__="Placeholder",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__="IndexView";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__="Index",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__="ValueRefView";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__="ValueRef",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block}," "),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__="ColorRefView";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__="ColorRef",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,"-");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,"-");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__="DOMElementView";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__="DOMElement",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__="ActionView";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__="Action",H.__module__="bokeh.models.dom",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__="TemplateView",J.tag_name="div";class K extends q{}s.Template=K,u=K,K.__name__="Template",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__="SpanView",Q.tag_name="span";class U extends q{}s.Span=U,m=U,U.__name__="Span",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__="DivView",W.tag_name="div";class X extends q{}s.Div=X,w=X,X.__name__="Div",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__="TableView",Y.tag_name="table";class Z extends q{}s.Table=Z,f=Z,Z.__name__="Table",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__="TableRowView",ee.tag_name="tr";class te extends q{}s.TableRow=te,h=te,te.__name__="TableRow",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__="ToggleGroupView";class le extends H{constructor(e){super(e)}}s.ToggleGroup=le,x=le,le.__name__="ToggleGroup",x.prototype.default_view=ae,x.define((({Array:e,Ref:t})=>({groups:[e(t(se.RendererGroup)),[]]})))},
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+function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,"do")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__="ToolProxy",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},
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${e}`),e}}close(){this.closed_permanently||(r.logger.debug(`Permanently closing websocket connection ${this._number}`),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,`close method called on ClientConnection ${this._number}`),this.session._connection_closed())}_schedule_reconnect(e){setTimeout((()=>{this.closed_permanently||r.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)}),e)}send(e){if(null==this.socket)throw new Error(`not connected so cannot send ${e}`);e.send(this.socket)}async send_with_reply(e){const s=await new Promise(((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)}));if("ERROR"===s.msgtype())throw new Error(`Error reply ${s.content.text}`);return s}async _pull_doc_json(){const e=c.Message.create("PULL-DOC-REQ",{}),s=await this.send_with_reply(e);if(!("doc"in s.content))throw new Error("No 'doc' field in PULL-DOC-REPLY");return s.content.doc}async _repull_session_doc(e,s){var n;r.logger.debug(this.session?"Repulling session":"Pulling session for first time");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)r.logger.debug("Got new document after connection was already closed"),s(new Error("The connection has been closed"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create("PATCH-DOC",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug("Created a new session from new pulled doc"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug("Updated existing session with new pulled doc")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error("Got a message with no current handler set");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject("Disconnected"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s="Could not open websocket";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: ${e}`),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){"ACK"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol("First message was not an ACK")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):"PATCH-DOC"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=d,d.__name__="ClientConnection",n.pull_session=function(e,s,n){return new d(e,s,n).connect()}},
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+ * and/or other materials provided with the distribution.
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+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
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+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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object"),m(V,o,d),_(!V||V.renderbuffer&&36168===V.renderbuffer._renderbuffer.format,"invalid stencil attachment for framebuffer object"),m(I,o,d),_(!I||I.texture&&34041===I.texture._texture.format||I.renderbuffer&&34041===I.renderbuffer._renderbuffer.format,"invalid depth-stencil attachment for framebuffer object"),A(i),i.width=o,i.height=d,i.colorAttachments=F,i.depthAttachment=B,i.stencilAttachment=V,i.depthStencilAttachment=I,l.color=F.map(v),l.depth=v(B),l.stencil=v(V),l.depthStencil=v(I),l.width=i.width,l.height=i.height,S(i),l}return o.framebufferCount++,l(e,a),t(l,{resize:function(e,t){_(f.next!==i,"can not resize a framebuffer which is currently in use");var r=Math.max(0|e,1),n=Math.max(0|t||r,1);if(r===i.width&&n===i.height)return l;for(var a=i.colorAttachments,o=0;o<a.length;++o)g(a[o],r,n);return g(i.depthAttachment,r,n),g(i.stencilAttachment,r,n),g(i.depthStencilAttachment,r,n),i.width=l.width=r,i.height=l.height=n,S(i),l},_reglType:"framebuffer",_framebuffer:i,destroy:function(){k(i),A(i)},use:function(e){f.setFBO({framebuffer:l},e)}})}return t(f,{getFramebuffer:function(e){if("function"==typeof e&&"framebuffer"===e._reglType){var t=e._framebuffer;if(t instanceof w)return t}return null},create:O,createCube:function(e){var i=Array(6);function o(e){var n;_(i.indexOf(f.next)<0,"can not update framebuffer which is currently in use");var s,l={color:null},d=0,m=null,p="rgba",h="uint8",b=1;if("number"==typeof e)d=0|e;else if(e){_.type(e,"object","invalid arguments for framebuffer");var v=e;if("shape"in v){var g=v.shape;_(Array.isArray(g)&&g.length>=2,"invalid shape for framebuffer"),_(g[0]===g[1],"cube framebuffer must be square"),d=g[0]}else"radius"in v&&(d=0|v.radius),"width"in v?(d=0|v.width,"height"in v&&_(v.height===d,"must be square")):"height"in v&&(d=0|v.height);("color"in v||"colors"in v)&&(m=v.color||v.colors,Array.isArray(m)&&_(1===m.length||r.webgl_draw_buffers,"multiple render targets not supported")),m||("colorCount"in v&&(b=0|v.colorCount,_(b>0,"invalid color buffer count")),"colorType"in v&&(_.oneOf(v.colorType,c,"invalid color type"),h=v.colorType),"colorFormat"in v&&(p=v.colorFormat,_.oneOf(v.colorFormat,u,"invalid color format for texture"))),"depth"in v&&(l.depth=v.depth),"stencil"in v&&(l.stencil=v.stencil),"depthStencil"in v&&(l.depthStencil=v.depthStencil)}else d=1;if(m)if(Array.isArray(m))for(s=[],n=0;n<m.length;++n)s[n]=m[n];else s=[m];else{s=Array(b);var y={radius:d,format:p,type:h};for(n=0;n<b;++n)s[n]=a.createCube(y)}for(l.color=Array(s.length),n=0;n<s.length;++n){var x=s[n];_("function"==typeof x&&"textureCube"===x._reglType,"invalid cube map"),d=d||x.width,_(x.width===d&&x.height===d,"invalid cube map shape"),l.color[n]={target:xt,data:s[n]}}for(n=0;n<6;++n){for(var w=0;w<s.length;++w)l.color[w].target=xt+n;n>0&&(l.depth=i[0].depth,l.stencil=i[0].stencil,l.depthStencil=i[0].depthStencil),i[n]?i[n](l):i[n]=O(l)}return t(o,{width:d,height:d,color:s})}return o(e),t(o,{faces:i,resize:function(e){var t,r=0|e;if(_(r>0&&r<=n.maxCubeMapSize,"invalid radius for cube fbo"),r===o.width)return o;var a=o.color;for(t=0;t<a.length;++t)a[t].resize(r);for(t=0;t<6;++t)i[t].resize(r);return o.width=o.height=r,o},_reglType:"framebufferCube",destroy:function(){i.forEach((function(e){e.destroy()}))}})},clear:function(){H(x).forEach(k)},restore:function(){f.cur=null,f.next=null,f.dirty=!0,H(x).forEach((function(t){t.framebuffer=e.createFramebuffer(),S(t)}))}})}(a,d,y,S,O,l),T=un(a,c,d,y,x,w,0,E,{},A,k,g,v,m,n),z=Ct(a,E,T.procs.poll,v,i,d,y),F=T.next,V=a.canvas,I=[],P=[],N=[],q=[n.onDestroy],Q=null;function Y(){if(0===I.length)return m&&m.update(),void(Q=null);Q=j.next(Y),ye();for(var e=I.length-1;e>=0;--e){var t=I[e];t&&t(v,null,0)}a.flush(),m&&m.update()}function ce(){!Q&&I.length>0&&(Q=j.next(Y))}function le(){Q&&(j.cancel(Y),Q=null)}function de(e){e.preventDefault(),o=!0,le(),P.forEach((function(e){e()}))}function me(e){a.getError(),o=!1,f.restore(),k.restore(),x.restore(),S.restore(),O.restore(),E.restore(),A.restore(),m&&m.restore(),T.procs.refresh(),ce(),N.forEach((function(e){e()}))}function pe(e){function r(e,t){var r={},n={};return Object.keys(e).forEach((function(a){var i=e[a];if(D.isDynamic(i))n[a]=D.unbox(i,a);else{if(t&&Array.isArray(i))for(var o=0;o<i.length;++o)if(D.isDynamic(i[o]))return void(n[a]=D.unbox(i,a));r[a]=i}})),{dynamic:n,static:r}}_(!!e,"invalid args to regl({...})"),_.type(e,"object","invalid args to regl({...})");var n=r(e.context||{},!0),a=r(e.uniforms||{},!0),i=r(e.attributes||{},!1),f=r(function(e){var r=t({},e);function n(e){if(e in r){var t=r[e];delete r[e],Object.keys(t).forEach((function(n){r[e+"."+n]=t[n]}))}}return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,"stencil"in 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+413: function _(t,e,a,s,r){s();const n=t(414),_=t(9),o=t(12);class c{constructor(t){this._regl=t,this._map=new Map}_create_texture(t){const e=t.length;let a=0;const s=[];let r=0,_=0;for(let n=0;n<e;n++)a+=t[n],s.push(t[n]+t[(n+1)%e]),n%2==0?_=Math.max(_,t[n]):r=Math.min(r,-t[n]);r*=.5,_*=.5;const o=(0,n.gcd)(s),c=[0];for(let a=0;a<e;a++)c.push(c[a]+t[a]);const h=2*a/o,i=(0,n.is_pow_2)(h),l=i?h:128,g=.5*o*h/l;let p;if(i){if(p=.5*t[0],g<p){p-=Math.floor(p/g)*g}}else p=0;const u=p-.5*g,m=new Uint8Array(l);let f=0;for(let e=0;e<l;e++){const a=p+e*g;a>c[f+1]&&f++;const s=t[f],n=c[f]+.5*s;let o=.5*s-Math.abs(a-n);f%2==1&&(o=-o),m[e]=Math.round(255*(o-r)/(_-r))}return[[a,u,r,_],this._regl.texture({shape:[l,1,1],data:m,wrapS:"repeat",format:"alpha",type:"uint8",mag:"linear",min:"linear"})]}_get_key(t){return t.join(",")}_get_or_create(t){const e=this._get_key(t);let a=this._map.get(e);if(null==a){const s=(0,n.gcd)(t);if(s>1){t=(0,o.map)(t,(t=>t/s)),a=this._get_or_create(t);const[r,n,_]=a;a=[r,n,s],this._map.set(e,a)}else{const[r,n]=this._create_texture(t);a=[r,n,s],this._map.set(e,a)}}return a}get(t){return t.length%2==1&&(t=(0,_.concat)([t,t])),this._get_or_create(t)}}a.DashCache=c,c.__name__="DashCache"},
+414: function _(n,t,e,r,o){function u(n,t){let e,r;n>t?(e=n,r=t):(e=t,r=n);let o=e%r;for(;0!=o;)e=r,r=o,o=e%r;return r}r(),e.gcd=function(n){let t=n[0];for(let e=1;e<n.length;e++)t=u(t,n[e]);return t},e.is_pow_2=function(n){return!(n&n-1||!n)}},
+415: function _(n,t,e,_,i){_();e.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nattribute vec2 a_position;\nattribute vec2 a_point_prev;\nattribute vec2 a_point_start;\nattribute vec2 a_point_end;\nattribute vec2 a_point_next;\nattribute float a_show_prev;\nattribute float a_show_curr;\nattribute float a_show_next;\n#ifdef DASHED\nattribute float a_length_so_far;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform float u_miter_limit;\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;  // Booleans for start/end caps and miters too long.\nvarying float v_cos_theta_turn_right_start;  // Sign gives turn_right, abs gives\nvarying float v_cos_theta_turn_right_end;    //   cos(theta).\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nvec2 line_intersection(in vec2 point0, in vec2 dir0,\n                       in vec2 point1, in vec2 dir1)\n{\n    // Line-line intersection: point0 + lambda0 dir0 = point1 + lambda1 dir1.\n    // Not checking if lines are parallel!\n    float lambda0 = cross_z(point1 - point0, dir1) / cross_z(dir0, dir1);\n    return point0 + lambda0*dir0;\n}\n\nfloat sign_no_zero(in float x)\n{\n    return x >= 0.0 ? 1.0 : -1.0;\n}\n\nvoid main()\n{\n    if (a_show_curr < 0.5) {\n        // Line segment has non-finite value at one or both ends, do not render.\n        gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n        return;\n    }\n\n    const float min_miter_factor_round_join_mesh = sqrt(2.0);\n\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    vec2 segment_along = normalize(a_point_end - a_point_start); // unit vector.\n    v_segment_length = length(a_point_end - a_point_start);\n    vec2 segment_right = right_vector(segment_along);  // unit vector.\n    vec2 xy;\n\n    bool miter_too_large_start = false;\n    bool miter_too_large_end = false;\n\n    v_coords.y = a_position.y*halfwidth;  // Overwritten later for end points.\n\n    bool has_start_cap = a_show_prev < 0.5;\n    bool has_end_cap = a_show_next < 0.5;\n\n    vec2 point_normal_start;\n    float cos_theta_start;\n    float turn_right_start;\n    if (has_start_cap)\n        point_normal_start = segment_right;\n    else {\n        vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\n        point_normal_start = normalize(segment_right + prev_right);\n        cos_theta_start = dot(segment_right, point_normal_start);  // Always +ve\n        turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\n    }\n\n    vec2 point_normal_end;\n    float cos_theta_end;\n    float turn_right_end;\n    if (has_end_cap)\n        point_normal_end = segment_right;\n    else {\n        vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\n        point_normal_end = normalize(segment_right + next_right);\n        cos_theta_end = dot(segment_right, point_normal_end);  // Always +ve\n        turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\n    }\n\n    float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\n    float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\n    if (join_type == miter_join) {\n        // If miter too large, use bevel join instead.\n        miter_too_large_start = (miter_factor_start > u_miter_limit);\n        miter_too_large_end = (miter_factor_end > u_miter_limit);\n    }\n\n    float sign_at_start = -sign(a_position.x);  // +ve at segment start, -ve end.\n    vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\n    vec2 adjacent_point =\n        sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\n                            : (has_end_cap ? a_point_end : a_point_next);\n\n    if ( (has_start_cap && sign_at_start > 0.0) ||\n         (has_end_cap && sign_at_start < 0.0) ) {\n        // Cap.\n        xy = point - segment_right*(halfwidth*a_position.y);\n        if (cap_type == butt_cap)\n            xy -= sign_at_start*0.5*u_antialias*segment_along;\n        else\n            xy -= sign_at_start*halfwidth*segment_along;\n    }\n    else { // Join.\n        // +ve if turning to right, -ve if to left.\n        float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\n\n        vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\n        vec2 point_right = normalize(segment_right + adjacent_right);\n        float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\n        bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\n\n        if (abs(a_position.x) > 1.5) {\n            // Outer point, meets prev/next segment.\n            float factor;  // multiplied by halfwidth...\n\n            if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\n                factor = 1.0 / miter_factor;  // cos_theta.\n            else if (join_type == round_join &&\n                     miter_factor > min_miter_factor_round_join_mesh)\n                factor = 1.0;\n            else  // miter, or round (small angle only).\n                factor = miter_factor;\n\n            xy = point - point_right*(halfwidth*turn_sign*factor);\n            v_coords.y = turn_sign*halfwidth*factor / miter_factor;\n        }\n        else if (turn_sign*a_position.y < 0.0) {\n            // Inner point, meets prev/next segment.\n            float len = halfwidth*miter_factor;\n            float segment_len = v_segment_length;\n            float adjacent_len = distance(point, adjacent_point);\n\n            if (len <= min(segment_len, adjacent_len))\n                // Normal behaviour.\n                xy = point - point_right*(len*a_position.y);\n            else\n                // For short wide line segments the inner point using the above\n                // calculation can be outside of the line.  Here clipping it.\n                xy = point + segment_right*(halfwidth*turn_sign);\n        }\n        else {\n            // Point along outside edge.\n            xy = point - segment_right*(halfwidth*a_position.y);\n            if (join_type == round_join &&\n                miter_factor > min_miter_factor_round_join_mesh) {\n                xy = line_intersection(xy, segment_along,\n                                       point - turn_sign*point_right*halfwidth,\n                                       right_vector(point_right));\n            }\n        }\n    }\n\n    vec2 pos = xy + 0.5;  // Bokeh's offset.\n    pos /= u_canvas_size / u_pixel_ratio;  // in 0..1\n    gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n\n    v_coords.x = dot(xy - a_point_start, segment_along);\n    v_flags = float(int(has_start_cap) +\n                    2*int(has_end_cap) +\n                    4*int(miter_too_large_start) +\n                    8*int(miter_too_large_end));\n    v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\n    v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\n\n#ifdef DASHED\n    v_length_so_far = a_length_so_far;\n#endif\n}\n"},
+416: function _(n,t,a,i,e){i();a.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform vec4 u_line_color;\n#ifdef DASHED\nuniform sampler2D u_dash_tex;\nuniform vec4 u_dash_tex_info;\nuniform float u_dash_scale;\nuniform float u_dash_offset;\n#endif\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;\nvarying float v_cos_theta_turn_right_start;\nvarying float v_cos_theta_turn_right_end;\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\n{\n    // +ve if point to right of line.\n    // Alternatively could do dot product with right_vector.\n    return cross_z(point - start, end - start);\n}\n\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\n{\n    return point_line_side(point, start, end) / distance(start, end);\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\n{\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n    float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\n\n    // In v_coords reference frame (x is along segment, y across).\n    vec2 line_start = vec2(distance_along, halfwidth*turn_right);\n    float sin_alpha = cos_theta;\n    float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\n    vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\n\n    return halfwidth + sign_start*point_line_distance(\n        v_coords, line_start, line_start+line_along);\n}\n\nfloat cap(in int cap_type, in float x, in float y)\n{\n    // x is distance along segment in direction away from end of segment,\n    // y is distance across segment.\n    if (cap_type == butt_cap)\n        return max(0.5*u_linewidth - x, abs(y));\n    else if (cap_type == square_cap)\n        return max(-x, abs(y));\n    else  // cap_type == round_cap\n        return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\n}\n\nfloat distance_to_alpha(in float dist)\n{\n    return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\n                            0.5*(u_linewidth + u_antialias), dist);\n}\n\n#ifdef DASHED\nfloat dash_distance(in float x)\n{\n    // x is in direction of v_coords.x, i.e. along segment.\n    float tex_length = u_dash_tex_info.x;\n    float tex_offset = u_dash_tex_info.y;\n    float tex_dist_min = u_dash_tex_info.z;\n    float tex_dist_max = u_dash_tex_info.w;\n\n    // Apply offset.\n    x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\n\n    // Interpolate within texture to obtain distance to dash.\n    float dist = texture2D(u_dash_tex,\n                           vec2(x / (tex_length*u_dash_scale), 0.0)).a;\n\n    // Scale distance within min and max limits.\n    dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\n\n    return u_dash_scale*dist;\n}\n\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\n{\n    // Return clipped dash distance, sign_along is +1.0 if looking forward\n    // into next segment and -1.0 if looking backward into previous segment.\n    float half_antialias = 0.5*u_antialias;\n\n    if (sign_along*x > half_antialias) {\n        // Outside antialias region, use usual dash distance.\n        return dash_distance(offset + x);\n    }\n    else {\n        // Inside antialias region.\n        // Dash distance at edge of antialias region clipped to half_antialias.\n        float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\n\n        // Physical distance from dash distance at edge of antialias region.\n        return edge_dist + sign_along*x - half_antialias;\n    }\n}\n\nmat2 rotation_matrix(in float sign_start)\n{\n    // Rotation matrix for v_coords from this segment to prev or next segment.\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n\n    float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\n    float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\n    float sin_2theta = 2.0*sin_theta*cos_theta;\n    return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\n}\n#endif\n\nvoid main()\n{\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    float half_antialias = 0.5*u_antialias;\n\n    // Extract flags.\n    int flags = int(v_flags + 0.5);\n    bool miter_too_large_end = (flags / 8 > 0);\n    flags -= 8*int(miter_too_large_end);\n    bool miter_too_large_start = (flags / 4 > 0);\n    flags -= 4*int(miter_too_large_start);\n    bool has_end_cap = (flags / 2 > 0);\n    flags -= 2*int(has_end_cap);\n    bool has_start_cap = flags > 0;\n\n    float dist = v_coords.y;  // For straight segment, and miter join.\n\n    // Along-segment coords with respect to end of segment, +ve inside segment\n    // so equivalent to v_coords.x at start of segment.\n    float end_coords_x = v_segment_length - v_coords.x;\n\n    if (v_coords.x <= half_antialias) {\n        // At start of segment, either cap or join.\n        if (has_start_cap)\n            dist = cap(cap_type, v_coords.x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(0.0, 0.0));\n        else if (join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_start))\n            dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n    else if (end_coords_x <= half_antialias) {\n        // At end of segment, either cap or join.\n        if (has_end_cap)\n            dist = cap(cap_type, end_coords_x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(v_segment_length, 0));\n        else if ((join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_end)))\n            dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n\n    float alpha = distance_to_alpha(abs(dist));\n\n#ifdef DASHED\n    if (u_dash_tex_info.x >= 0.0) {\n        // Dashes in straight segments (outside of joins) are easily calculated.\n        dist = dash_distance(v_coords.x);\n\n        if (!has_start_cap && cap_type == butt_cap) {\n            if (v_coords.x < half_antialias) {\n                // Outer of start join rendered solid color or not at all\n                // depending on whether corner point is in dash or gap, with\n                // antialiased ends.\n                if (dash_distance(0.0) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -v_coords.x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (v_coords.x > -half_antialias) {\n                        // Consider antialias region of dash after start region.\n                        float edge_dist = min(dash_distance(half_antialias), half_antialias);\n                        dist = max(dist, edge_dist + v_coords.x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 prev_coords = rotation_matrix(1.0)*v_coords;\n\n            if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\n                // Extend dashes across from end of previous segment, with antialiased end.\n                float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        if (!has_end_cap && cap_type == butt_cap) {\n            if (end_coords_x < half_antialias) {\n                // Similar for end join.\n                if (dash_distance(v_segment_length) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -end_coords_x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(v_segment_length - half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (end_coords_x > -half_antialias) {\n                        // Consider antialias region of dash before end region.\n                        float edge_dist = min(dash_distance(v_segment_length - half_antialias),\n                                              half_antialias);\n                        dist = max(dist, edge_dist + end_coords_x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\n\n            if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\n                // Extend dashes across from next segment, with antialiased end.\n                float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        dist = cap(cap_type, dist, v_coords.y);\n\n        float dash_alpha = distance_to_alpha(dist);\n        alpha = min(alpha, dash_alpha);\n    }\n#endif\n\n    alpha = u_line_color.a*alpha;\n    gl_FragColor = vec4(u_line_color.rgb*alpha, alpha);  // Premultiplied alpha.\n}\n"},
+417: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nattribute vec2 a_position;\nattribute vec2 a_center;\nattribute float a_width;\nattribute float a_height;\nattribute float a_angle; // In radians\nattribute float a_linewidth;\nattribute vec4 a_line_color;\nattribute vec4 a_fill_color;\nattribute float a_line_cap;\nattribute float a_line_join;\nattribute float a_show;\n#ifdef HATCH\nattribute float a_hatch_pattern;\nattribute float a_hatch_scale;\nattribute float a_hatch_weight;\nattribute vec4 a_hatch_color;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_antialias;\nuniform float u_size_hint;\n\nvarying float v_linewidth;\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\nvoid main()\n{\n  if (a_show < 0.5) {\n    // Do not show this rect.\n    gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n    return;\n  }\n\n  v_size = vec2(a_width, a_height);\n  v_linewidth = a_linewidth;\n  v_line_color = a_line_color;\n  v_fill_color = a_fill_color;\n  v_line_cap = a_line_cap;\n  v_line_join = a_line_join;\n\n  if (v_linewidth < 1.0) {\n    // Linewidth less than 1 is implemented as 1 but with reduced alpha.\n    v_line_color.a *= v_linewidth;\n    v_linewidth = 1.0;\n  }\n\n#ifdef HATCH\n  v_hatch_pattern = a_hatch_pattern;\n  v_hatch_scale = a_hatch_scale;\n  v_hatch_weight = a_hatch_weight;\n  v_hatch_color = a_hatch_color;\n#endif\n\n  vec2 enclosing_size;\n  // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\n  // edge of bounding box.  If symmetric spike towards edge then multiply by\n  // 1/cos(theta) where theta is angle between spike and bbox edges.\n  int size_hint = int(u_size_hint + 0.5);\n  if (size_hint == 1)  // Dash\n    enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\n                          v_linewidth + u_antialias);\n  else if (size_hint == 2)  // Dot\n    enclosing_size = 0.25*v_size + u_antialias;\n  else if (size_hint == 3)  // Diamond\n    enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\n                          v_size.y + (v_linewidth + u_antialias)*1.80278);\n  else if (size_hint == 4)  // Hex\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\n  else if (size_hint == 5)  // Square pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\n  else if (size_hint == 6)  // Triangle\n    enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\n                          v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\n  else if (size_hint == 7)  // Triangle pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\n  else if (size_hint == 8)  // Star\n    enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\n                          v_size.y + (v_linewidth + u_antialias)*3.2);\n  else\n    enclosing_size = v_size + v_linewidth + u_antialias;\n\n  // Coordinates in rotated frame with respect to center of marker, used for\n  // distance functions in fragment shader.\n  v_coords = a_position*enclosing_size;\n\n  float c = cos(-a_angle);\n  float s = sin(-a_angle);\n  mat2 rotation = mat2(c, -s, s, c);\n\n  vec2 pos = a_center + rotation*v_coords;\n#ifdef HATCH\n  // Coordinates for hatching in unrotated frame of reference.\n  v_hatch_coords = pos - 0.5;\n#endif\n  pos += 0.5; // Make up for Bokeh's offset.\n  pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\n  gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n}\n"},
+418: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nconst float SQRT2 = sqrt(2.0);\nconst float SQRT3 = sqrt(3.0);\nconst float PI = 3.14159265358979323846;\n\nconst int butt_cap = 0;\nconst int round_cap = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\n#ifdef HATCH\nconst int hatch_dot = 1;\nconst int hatch_ring = 2;\nconst int hatch_horizontal_line = 3;\nconst int hatch_vertical_line = 4;\nconst int hatch_cross = 5;\nconst int hatch_horizontal_dash = 6;\nconst int hatch_vertical_dash = 7;\nconst int hatch_spiral = 8;\nconst int hatch_right_diagonal_line = 9;\nconst int hatch_left_diagonal_line = 10;\nconst int hatch_diagonal_cross = 11;\nconst int hatch_right_diagonal_dash = 12;\nconst int hatch_left_diagonal_dash = 13;\nconst int hatch_horizontal_wave = 14;\nconst int hatch_vertical_wave = 15;\nconst int hatch_criss_cross = 16;\n#endif\n\nuniform float u_antialias;\n\nvarying float v_linewidth;\nvarying vec2 v_size;\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\n// on top of the fill rather than astride it.\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) ||     defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) ||     defined(USE_TRIANGLE_DOT)\n  #define APPEND_DOT\n#endif\n\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\n  #define APPEND_CROSS\n#endif\n\n#ifdef USE_DIAMOND_CROSS\n  #define APPEND_CROSS_2\n#endif\n\n#ifdef USE_CIRCLE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (0.5*v_size.x)\n#endif\n\n#ifdef USE_SQUARE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (v_size.x/SQRT2)\n#endif\n\n#ifdef USE_CIRCLE_Y\n  #define APPEND_Y\n#endif\n\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) ||     defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\n  // No fill.\n  #define LINE_ONLY\n#endif\n\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) ||     defined(APPEND_X) || defined(APPEND_Y)\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\n{\n  vec2 offset = p - end_point;\n  if (line_cap == butt_cap)\n    return dot(offset, unit_direction) + 0.5*v_linewidth;\n  else if (line_cap == square_cap)\n    return dot(offset, unit_direction);\n  else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\n    return length(offset);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\n// the line segments.  The line through these points is the bevel line, characterised by a vec2\n// unit_normal and offset distance from the corner point.  Edge of bevel join straddles this line,\n// round join occurs outside of this line centred on the corner point.  In general\n//   offset = (linewidth/2)*sin(alpha/2)\n// where alpha is the angle between the 2 line segments at the corner.\nfloat line_join_distance_no_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\n{\n  // Simplified version of line_join_distance ignoring miter which most markers do implicitly\n  // as they are composed of straight line segments.\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\n// calling function.\nfloat line_join_distance_incl_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\n  vec2 miter_unit_normal)\n{\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == miter_join && dist_outside > 0.0)\n    return dot((p - corner), miter_unit_normal);\n  else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) ||     defined(USE_CROSS) || defined(USE_X)\nfloat one_cross(in vec2 p, in int line_cap, in float len)\n{\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#ifdef APPEND_CROSS_2\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\n{\n  // Cross with different length in x and y directions.\n  p = abs(p);\n  bool switch_xy = (p.y > p.x);\n  p = switch_xy ? p.yx : p.xy;\n  float len = switch_xy ? lengths.y : lengths.x;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(APPEND_Y) || defined(USE_Y)\nfloat one_y(in vec2 p, in int line_cap, in float len)\n{\n  p = vec2(abs(p.x), -p.y);\n\n  // End point of line to right is (1/2, 1/3)*len*SQRT3.\n  // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\n  const float k = 6.0/sqrt(13.0);\n  vec2 unit_along = vec2(0.5*k, k/3.0);\n  vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\n  float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\n                   end_cap_distance(p, end_point, unit_along, line_cap));\n\n  if (p.y < 0.0) {\n    // Vertical line.\n    float vert_dist = max(p.x,\n                          end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\n    dist = min(dist, vert_dist);\n  }\n  return dist;\n}\n#endif\n\n// One marker_distance function per marker type.\n// Distance is zero on edge of marker, +ve outside and -ve inside.\n\n#ifdef USE_ASTERISK\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  float len = 0.5*v_size.x;\n  return min(one_cross(p, line_cap, len),  // cross\n             one_cross(p_diag, line_cap, len));  // x\n}\n#endif\n\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) ||     defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return length(p) - 0.5*v_size.x;\n}\n#endif\n\n#ifdef USE_CROSS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_DASH\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  p = abs(p);\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\n  // where r = radius = v_size.x/2.\n  // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\n  // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\n  p = abs(p);\n  float r = 0.5*v_size.x;\n  const float SQRT13 = sqrt(13.0);\n  float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_DOT\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Dot is always appended.\n  return v_linewidth+u_antialias;\n}\n#endif\n\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // A regular hexagon has v_size.x == v.size_y = r where r is the length of\n  // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\n  // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\n  // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\n  // Sloping line has outward normal vec2(h, rx/2).  Length of this is\n  // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\n  // from origin of this line is rx*h/len.\n  p = abs(p);\n  float rx = v_size.x/2.0;\n  float h = v_size.y*(SQRT3/4.0);\n  float len_normal = sqrt(h*h + 0.25*rx*rx);\n  vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\n  float dist = max(dot(p, unit_normal) - rx*h/len_normal,  // Distance from sloping line.\n                   p.y - h);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\n\n    unit_normal = normalize(unit_normal + vec2(0.0, 1.0));  // At (rx/2, h) corner.\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\n  }\n  return dist;\n}\n#endif\n\n#ifdef USE_PLUS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider one octant, the +ve quadrant with x >= y.\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n\n  // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\n  float r = 0.5*v_size.x;\n  p = p - vec2(r, 0.375*r);  // Distance with respect to outside corner\n  float dist = max(p.x, p.y);\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n    // Inside corner\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) ||     defined(USE_SQUARE_X)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  vec2 p2 = abs(p) - v_size/2.0;  // Offset from corner\n  float dist = max(p2.x, p2.y);\n\n  if (line_join != miter_join)\n    dist = max(dist, line_join_distance_no_miter(\n      p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_SQUARE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  // p is in octant between y=0 and y=x.\n  // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\n  // Circular arc that passes through the same points has center at\n  // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\n  // x - 11r/16 = 1.75626 precisely.\n  float r = 0.5*v_size.x;\n  float center_x = r*2.44375;\n  float radius = r*1.75626;\n  float dist = radius - distance(p, vec2(center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8/5) - pi/4)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\n    vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\n\n  return dist;\n}\n#endif\n\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  const float SQRT5 = sqrt(5.0);\n  const float COS72 = 0.25*(SQRT5 - 1.0);\n  const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\n\n  float angle = atan(p.x, p.y);  // In range -pi to +pi clockwise from +y direction.\n  angle = mod(angle, 0.4*PI) - 0.2*PI;  // In range -pi/5 to +pi/5 clockwise from +y direction.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in pi/10 (36 degree) sector.\n\n  // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\n  // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\n  // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\n  float r = 0.5*v_size.x;\n  float a = r*sqrt(5.0 - 2.0*SQRT5);\n  float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\n\n    // Inside corner\n    const float COS36 = sqrt(0.5 + COS72/2.0);\n    const float SIN36 = sqrt(0.5 - COS72/2.0);\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\n  // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\n  // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\n  // and distance from origin of a.  Horizontal line has outward-facing unit normal\n  // vec2(0, 1) and distance from origin of a.\n  float r = 0.5*v_size.x;\n  float a = r*SQRT3/3.0;\n\n  // Only need to consider +ve x.\n#ifdef USE_INVERTED_TRIANGLE\n  p = vec2(abs(p.x), -p.y);\n#else\n  p = vec2(abs(p.x), p.y);\n#endif\n\n  float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a,  // Distance from sloping line.\n                   p.y - a);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_TRIANGLE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  float angle = atan(p.x, -p.y);  // In range -pi to +pi.\n  angle = mod(angle, PI*2.0/3.0) - PI/3.0;  // In range -pi/3 to pi/3.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in range 0 to pi/3.\n  // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\n  // a = r/SQRT3, b = 3a/8 = r SQRT3/8.  Circular arc that passes through the same points has\n  // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\n  // Ignore r factor until the end so can use const.\n  const float a = 1.0/SQRT3;\n  const float b = SQRT3/8.0;\n  const float c = (a-b)/2.0;\n  const float x = (1.0 - c*c) / (2.0*c);\n  const float center_x = x + a;\n  const float radius = x + c;\n  float r = 0.5*v_size.x;\n  float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\n    vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_X\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_Y\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_y(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\n// on antialiasing width.\nfloat distance_to_fraction(in float dist)\n{\n  return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\n}\n\n// Return fraction from 0 (no fill color) to 1 (full fill color).\nfloat fill_fraction(in float dist)\n{\n  return distance_to_fraction(dist);\n}\n\n// Return fraction in range 0 (no line color) to 1 (full line color).\nfloat line_fraction(in float dist)\n{\n  return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\n}\n\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\nvec4 fractional_color(in vec4 color, in float fraction)\n{\n  color.a *= fraction;\n  color.rgb *= color.a;\n  return color;\n}\n\n// Blend colors that have premultiplied alpha.\nvec4 blend_colors(in vec4 src, in vec4 dest)\n{\n  return (1.0 - src.a)*dest + src;\n}\n\n#ifdef APPEND_DOT\nfloat dot_fraction(in vec2 p)\n{\n  // Assuming v_size.x == v_size.y\n  float radius = 0.125*v_size.x;\n  float dot_distance = max(length(p) - radius, -0.5*u_antialias);\n  return fill_fraction(dot_distance);\n}\n#endif\n\n#ifdef HATCH\n// Wrap coordinate(s) by removing integer part to give distance from center of\n// repeat, in the range -0.5 to +0.5.\nfloat wrap(in float x)\n{\n  return fract(x) - 0.5;\n}\n\nvec2 wrap(in vec2 xy)\n{\n  return fract(xy) - 0.5;\n}\n\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\n{\n  float scale = v_hatch_scale; // Hatch repeat distance.\n\n  // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\n  coords = coords / scale;\n  float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\n\n  // Default is to return fraction of zero, i.e. no pattern.\n  float dist = u_antialias;\n\n  if (hatch_pattern == hatch_dot) {\n    const float dot_radius = 0.25;\n    dist = length(wrap(coords)) - dot_radius;\n  }\n  else if (hatch_pattern == hatch_ring) {\n    const float ring_radius = 0.25;\n    dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_line) {\n    dist = abs(wrap(coords.y)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_line) {\n    dist = abs(wrap(coords.x)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_cross) {\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_dash) {\n    // Dashes have square caps.\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.y)),\n               abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_dash) {\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.x)),\n               abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_spiral) {\n    vec2 wrap2 = wrap(coords);\n    float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\n    // Canvas spiral radius increases by scale*pi/15 each rotation.\n    const float dr = PI/15.0;\n    float radius = length(wrap2);\n    // At any angle, spiral lines are equally spaced dr apart.\n    // Find distance to nearest of these lines.\n    float frac = fract((radius - dr*angle) / dr); // 0 to 1.\n    dist = dr*(abs(frac - 0.5));\n    dist = min(dist, radius) - halfwidth; // Consider center point also.\n  }\n  else if (hatch_pattern == hatch_right_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_diagonal_cross) {\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_right_diagonal_dash) {\n    float across = coords.x + coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x - coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_dash) {\n    float across = coords.x - coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x + coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_wave) {\n    float wrapx = wrap(coords.x);\n    float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\n    dist = abs(wrapy) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_wave) {\n    float wrapy = wrap(coords.y);\n    float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\n    dist = abs(wrapx) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_criss_cross) {\n    float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\n\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\n\n    dist = min(plus, X) - halfwidth;\n  }\n\n  return distance_to_fraction(dist*scale);\n}\n#endif\n\nvoid main()\n{\n  int line_cap = int(v_line_cap + 0.5);\n  int line_join = int(v_line_join + 0.5);\n#ifdef HATCH\n  int hatch_pattern = int(v_hatch_pattern + 0.5);\n#endif\n\n  float dist = marker_distance(v_coords, line_cap, line_join);\n\n#ifdef LINE_ONLY\n  vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\n#else\n  float fill_frac = fill_fraction(dist);\n  vec4 color = fractional_color(v_fill_color, fill_frac);\n#endif\n\n#if defined(HATCH) && !defined(LINE_ONLY)\n  if (hatch_pattern > 0 && fill_frac > 0.0) {\n    float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\n    vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\n    color = blend_colors(hatch_color, color);\n  }\n#endif\n\n  float line_frac = line_fraction(dist);\n\n#ifdef APPEND_DOT\n  line_frac = max(line_frac, dot_fraction(v_coords));\n#endif\n#ifdef APPEND_CROSS\n  line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n#ifdef APPEND_CROSS_2\n  vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\n  line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\n#endif\n#ifdef APPEND_X\n  vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\n  line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\n#endif\n#ifdef APPEND_Y\n  line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n\n  if (line_frac > 0.0) {\n    vec4 line_color = fractional_color(v_line_color, line_frac);\n    color = blend_colors(line_color, color);\n  }\n\n  gl_FragColor = color;\n}\n"},
+419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__="BaseMarkerGL",l.missing_point=-1e4},
+420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__="BaseGLGlyph"},
+421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e<t;e++)a[e]=r[e];this.update()}set_from_prop(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=r.get(t);this.update(r.is_Scalar())}set_from_scalar(r,t=4){this.get_sized_array(t).fill(r),this.update(!0)}to_attribute_config(r=0){return{buffer:this.buffer,divisor:this.is_scalar?0:1,normalized:this.is_normalized(),offset:r}}update(r=!1){null==this.buffer?this.buffer=this.regl_wrapper.buffer({usage:"dynamic",data:this.array}):this.buffer({data:this.array}),this.is_scalar=r}}n.__name__="WrappedBuffer";class l extends n{new_array(r){return new Float32Array(r)}}a.Float32Buffer=l,l.__name__="Float32Buffer";class o extends n{new_array(r){return new Uint8Array(r)}set_from_color(r,t,a=4){const e=r.is_Scalar()&&t.is_Scalar(),s=e?a:r.length,i=this.get_sized_array(4*s);for(let a=0;a<s;a++){const[e,s,n,l]=(0,_.color2rgba)(r.get(a),t.get(a));i[4*a]=e,i[4*a+1]=s,i[4*a+2]=n,i[4*a+3]=l}this.update(e)}set_from_hatch_pattern(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=(0,i.hatch_pattern_to_index)(r.get(t));this.update(r.is_Scalar())}set_from_line_cap(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.cap_lookup[r.get(t)];this.update(r.is_Scalar())}set_from_line_join(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.join_lookup[r.get(t)];this.update(r.is_Scalar())}}a.Uint8Buffer=o,o.__name__="Uint8Buffer";class h extends o{is_normalized(){return!0}}a.NormalizedUint8Buffer=h,h.__name__="NormalizedUint8Buffer"},
+422: function _(a,e,r,n,t){n();const i=a(52);r.cap_lookup={butt:0,round:1,square:2},r.join_lookup={miter:0,round:1,bevel:2};const o={blank:0,dot:1,ring:2,horizontal_line:3,vertical_line:4,cross:5,horizontal_dash:6,vertical_dash:7,spiral:8,right_diagonal_line:9,left_diagonal_line:10,diagonal_cross:11,right_diagonal_dash:12,left_diagonal_dash:13,horizontal_wave:14,vertical_wave:15,criss_cross:16};r.hatch_pattern_to_index=function(a){var e,r;return null!==(r=o[null!==(e=i.hatch_aliases[a])&&void 0!==e?e:a])&&void 0!==r?r:0},r.marker_type_to_size_hint=function(a){switch(a){case"dash":return 1;case"dot":return 2;case"diamond":case"diamond_cross":case"diamond_dot":return 3;case"hex":return 4;case"square_pin":return 5;case"inverted_triangle":case"triangle":case"triangle_dot":return 6;case"triangle_pin":return 7;case"star":case"star_dot":return 8;default:return 0}}},
+423: function _(s,t,i,e,r){e();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"circle")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s),i=this._widths.get_sized_array(s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point),i[e]=2*this.glyph.sradius[e];this._centers.update(),this._widths.update(),this._angles.set_from_prop(this.glyph.angle)}}i.CircleGL=l,l.__name__="CircleGL"},
+424: function _(s,t,e,_,h){_();const a=s(419),i=s(421);class l extends a.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}_draw_impl(s,t,e,_){e.data_changed&&(e._set_data(),e.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const h=e.nvertices;null==this._show&&(this._show=new i.Uint8Buffer(this.regl_wrapper));const a=this._show.length,l=this._show.get_sized_array(h);if(s.length<h){this._show_all=!1;for(let s=0;s<h;s++)l[s]=0;for(let t=0;t<s.length;t++)l[s[t]]=255}else if(!this._show_all||a!=h){this._show_all=!0;for(let s=0;s<h;s++)l[s]=255}this._show.update(),this._draw_one_marker_type(_,t,e)}}e.SingleMarkerGL=l,l.__name__="SingleMarkerGL"},
+425: function _(s,t,e,i,h){i();const r=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"hex")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=new r.Float32Buffer(this.regl_wrapper),this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),"pointytop"==this.glyph.model.orientation?(this._angles.set_from_scalar(.5*Math.PI),this._widths.set_from_scalar(2*this.glyph.svy[0]),this._heights.set_from_scalar(4*this.glyph.svx[4]/Math.sqrt(3))):(this._angles.set_from_scalar(0),this._widths.set_from_scalar(2*this.glyph.svx[0]),this._heights.set_from_scalar(4*this.glyph.svy[4]/Math.sqrt(3)))}}e.HexTileGL=l,l.__name__="HexTileGL"},
+426: function _(s,i,t,h,e){h();const _=s(420),l=s(22),a=s(46),n=s(422),o=s(421);class r extends _.BaseGLGlyph{constructor(s,i){super(s,i),this.glyph=i,this._antialias=1.5,this._miter_limit=5}draw(s,i,t){const h=i.glglyph;this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),h.data_changed&&(h._set_data(),h.data_changed=!1);const e=this.glyph.visuals.line,_=n.cap_lookup[e.line_cap.value],l=n.join_lookup[e.line_join.value],a=h._points,o={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[t.width,t.height],pixel_ratio:t.pixel_ratio,line_color:this._color,linewidth:this._linewidth,antialias:this._antialias,miter_limit:this._miter_limit,points:a,show:h._show,nsegments:a.length/2-3,line_join:l,line_cap:_};if(this._is_dashed()){const s=Object.assign(Object.assign({},o),{length_so_far:this._length_so_far,dash_tex:this._dash_tex,dash_tex_info:this._dash_tex_info,dash_scale:this._dash_scale,dash_offset:this._dash_offset});this.regl_wrapper.dashed_line()(s)}else this.regl_wrapper.solid_line()(o)}_is_dashed(){return this._line_dash.length>0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;i<s+1;i++)t[2*i]=this.glyph.sx[i-1],t[2*i+1]=this.glyph.sy[i-1];this._is_closed?(t[0]=t[2*s-2],t[1]=t[2*s-1],t[2*s+2]=t[4],t[2*s+3]=t[5]):(t[0]=0,t[1]=0,t[2*s+2]=0,t[2*s+3]=0),this._points.update(),null==this._show&&(this._show=new o.Uint8Buffer(this.regl_wrapper));const h=this._show.get_sized_array(s+1);let e=isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]);for(let i=1;i<s;i++){const s=isFinite(this.glyph.sx[i])&&isFinite(this.glyph.sy[i]);h[i]=e&&s?1:0,e=s}if(this._is_closed?(h[0]=h[s-1],h[s]=h[1]):(h[0]=0,h[s]=0),this._show.update(),this._is_dashed()){null==this._length_so_far&&(this._length_so_far=new o.Float32Buffer(this.regl_wrapper));const s=this._length_so_far.get_sized_array(i);let e=0;for(let _=0;_<i;_++)s[_]=e,1==h[_+1]&&(e+=Math.sqrt((t[2*_+4]-t[2*_+2])**2+(t[2*_+5]-t[2*_+3])**2));this._length_so_far.update()}}_set_visuals(){const s=this.glyph.visuals.line,i=(0,l.color2rgba)(s.line_color.value,s.line_alpha.value);this._color=i.map((s=>s/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__="LineGL"},
+427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r<s;r++){const s=this.glyph.sleft[r],h=this.glyph.sright[r],n=this.glyph.stop[r],_=this.glyph.sbottom[r];isFinite(s)&&isFinite(h)&&isFinite(n)&&isFinite(_)?(t[2*r]=(s+h)/2,t[2*r+1]=(n+_)/2,i[r]=Math.abs(n-_),e[r]=Math.abs(h-s)):(t[2*r]=a.SingleMarkerGL.missing_point,t[2*r+1]=a.SingleMarkerGL.missing_point,i[r]=a.SingleMarkerGL.missing_point,e[r]=a.SingleMarkerGL.missing_point)}this._centers.update(),this._heights.update(),this._widths.update()}}i.LRTBGL=n,n.__name__="LRTBGL"},
+428: function _(s,t,e,i,_){i();const h=s(419),r=s(421);class a extends h.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){const i=t.glglyph;i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const _=i.nvertices;null==this._show&&(this._show=new r.Uint8Buffer(this.regl_wrapper));const h=i._unique_marker_types.length;for(const t of i._unique_marker_types){if(null==t)continue;let r=_;const a=this._show.length,n=this._show.get_sized_array(_);if(h>1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=h.BaseMarkerGL.missing_point,t[2*e+1]=h.BaseMarkerGL.missing_point);this._centers.update(),this._widths.set_from_prop(this.glyph.size),this._angles.set_from_prop(this.glyph.angle),this._marker_types=this.glyph.marker,this._unique_marker_types=[...new Set(this._marker_types)]}}e.MultiMarkerGL=a,a.__name__="MultiMarkerGL"},
+429: function _(s,t,e,i,r){i();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),this._widths.set_from_array(this.glyph.sw),this._heights.set_from_array(this.glyph.sh),this._angles.set_from_prop(this.glyph.angle)}}e.RectGL=l,l.__name__="RectGL"},
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diff --git a/img/cpu_usage.html b/img/cpu_usage.html
new file mode 100644
index 000000000..5e7d4a7d6
--- /dev/null
+++ b/img/cpu_usage.html
@@ -0,0 +1,723 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <link rel="preload" href="https://fonts.googleapis.com/css?family=Lato">
+    <meta charset="utf-8">
+    <title>Bokeh Application</title>
+    <script type="text/javascript">
+        /* BEGIN bokeh.min.js */
+/*!
+ * Copyright (c) 2012 - 2022, Anaconda, Inc., and Bokeh Contributors
+ * All rights reserved.
+ * 
+ * Redistribution and use in source and binary forms, with or without modification,
+ * are permitted provided that the following conditions are met:
+ * 
+ * Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ * 
+ * Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ * 
+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
+ * without specific prior written permission.
+ * 
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+ * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ * THE POSSIBILITY OF SUCH DAMAGE.
+ */
+(function(root, factory) {
+  const bokeh = factory();
+  bokeh.__bokeh__ = true;
+  if (typeof root.Bokeh === "undefined" || typeof root.Bokeh.__bokeh__ === "undefined") {
+    root.Bokeh = bokeh;
+  }
+  const Bokeh = root.Bokeh;
+  Bokeh[bokeh.version] = bokeh;
+})(this, function() {
+  let define;
+  const parent_require = typeof require === "function" && require
+  return (function(modules, entry, aliases, externals) {
+  if (aliases === undefined) aliases = {};
+  if (externals === undefined) externals = {};
+
+  const cache = {};
+
+  const normalize = function(name) {
+    if (typeof name === "number")
+      return name;
+
+    if (name === "bokehjs")
+      return entry;
+
+    if (!externals[name]) {
+      const prefix = "@bokehjs/"
+      if (name.slice(0, prefix.length) === prefix)
+        name = name.slice(prefix.length)
+    }
+
+    const alias = aliases[name]
+    if (alias != null)
+      return alias;
+
+    const trailing = name.length > 0 && name[name.lenght-1] === "/";
+    const index = aliases[name + (trailing ? "" : "/") + "index"];
+    if (index != null)
+      return index;
+
+    return name;
+  }
+
+  const require = function(name) {
+    let mod = cache[name];
+    if (!mod) {
+      const id = normalize(name);
+
+      mod = cache[id];
+      if (!mod) {
+        if (!modules[id]) {
+          if (externals[id] === false || (externals[id] == true && parent_require)) {
+            try {
+              mod = {exports: externals[id] ? parent_require(id) : {}};
+              cache[id] = cache[name] = mod;
+              return mod.exports;
+            } catch (e) {}
+          }
+
+          const err = new Error("Cannot find module '" + name + "'");
+          err.code = 'MODULE_NOT_FOUND';
+          throw err;
+        }
+
+        mod = {exports: {}};
+        cache[id] = cache[name] = mod;
+
+        function __esModule() {
+          Object.defineProperty(mod.exports, "__esModule", {value: true});
+        }
+
+        function __esExport(name, value) {
+          Object.defineProperty(mod.exports, name, {
+            enumerable: true, get: function () { return value; }
+          });
+        }
+
+        modules[id].call(mod.exports, require, mod, mod.exports, __esModule, __esExport);
+      } else {
+        cache[name] = mod;
+      }
+    }
+
+    return mod.exports;
+  }
+  require.resolve = function(name) {
+    return ""
+  }
+
+  const main = require(entry);
+  main.require = require;
+
+  if (typeof Proxy !== "undefined") {
+    // allow Bokeh.loader["@bokehjs/module/name"] syntax
+    main.loader = new Proxy({}, {
+      get: function(_obj, module) {
+        return require(module);
+      }
+    });
+  }
+
+  main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {
+    if (plugin_aliases === undefined) plugin_aliases = {};
+    if (plugin_externals === undefined) plugin_externals = {};
+
+    for (let name in plugin_modules) {
+      modules[name] = plugin_modules[name];
+    }
+
+    for (let name in plugin_aliases) {
+      aliases[name] = plugin_aliases[name];
+    }
+
+    for (let name in plugin_externals) {
+      externals[name] = plugin_externals[name];
+    }
+
+    const plugin = require(plugin_entry);
+
+    for (let name in plugin) {
+      main[name] = plugin[name];
+    }
+
+    return plugin;
+  }
+
+  return main;
+})
+([
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models"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new 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t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:"ModelChanged",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const 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Error("Not implemented: computing add/remove of document roots");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug("Creating Document from JSON");const t=e.version,s=-1!==t.indexOf("+")||-1!==t.indexOf("-"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\./,"$1")==t?_.logger.debug(o):(_.logger.warn("JS/Python version mismatch"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error("Cannot create a patch using events from a different document");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case"RootAdded":case"RootRemoved":case"ModelChanged":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}"`),new Error("event model wasn't known");break}}const r=new Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case"MessageSent":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error("expected exactly one buffer");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case"ModelChanged":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case"ColumnDataChanged":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case"ColumnsStreamed":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot stream to non-ColumnDataSource");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case"ColumnsPatched":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot patch non-ColumnDataSource");const n=e.patches;o.patch(n,s);break}case"RootAdded":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case"RootRemoved":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case"TitleChanged":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__="Document"},
+function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__="ModelResolver";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},
+function _(n,t,r,e,i){e();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||"[object Boolean]"===u.call(n)}function f(n){return"[object Number]"===u.call(n)}function l(n){return"[object String]"===u.call(n)}function s(n){return"symbol"==typeof n}function a(n){const t=typeof n;return"function"===t||"object"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return"[object Function]"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&"length"in n}},
+function _(n,t,e,r,o){r();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
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+function _(n,t,r,e,o){e();const{PI:a}=Math;function u(n){if(0==n)return 0;for(;n<=0;)n+=2*a;for(;n>2*a;)n-=2*a;return n}function c(n,t){return u(n-t)}function f(){return Math.random()}function i(n){switch(n){case"deg":return a/180;case"rad":return 1;case"grad":return a/200;case"turn":return 2*a}}r.angle_norm=u,r.angle_dist=c,r.angle_between=function(n,t,r,e=!1){const o=c(t,r);if(0==o)return!1;if(o==2*a)return!0;const f=u(n),i=c(t,f)<=o&&c(f,r)<=o;return e?!i:i},r.random=f,r.randomIn=function(n,t){return null==t&&(t=n,n=0),n+Math.floor(Math.random()*(t-n+1))},r.atan2=function(n,t){return Math.atan2(t[1]-n[1],t[0]-n[0])},r.radians=function(n){return n*(a/180)},r.degrees=function(n){return n/(a/180)},r.resolve_angle=function(n,t){return-i(t)*n},r.to_radians_coeff=i,r.rnorm=function(n,t){let r,e;for(;r=f(),e=f(),e=(2*e-1)*Math.sqrt(1/Math.E*2),!(-4*r*r*Math.log(r)>=e*e););let o=e/r;return o=n+t*o,o},r.clamp=function(n,t,r){return n<t?t:n>r?r:n},r.log=function(n,t=Math.E){return Math.log(n)/Math.log(t)},r.float32_epsilon=1.1920928955078125e-7},
+function _(r,n,e,o,s){o();class t extends Error{}e.AssertionError=t,t.__name__="AssertionError",e.assert=function(r,n){if(!(!0===r||!1!==r&&r()))throw new t(null!=n?n:"Assertion failed")},e.unreachable=function(){throw new Error("unreachable code")}},
+function _(n,t,e,r,o){r();const i=n(10);function l(n,t,e,...r){const o=n.length;t<0&&(t+=o),t<0?t=0:t>o&&(t=o),null==e||e>o-t?e=o-t:e<0&&(e=0);const i=o-e+r.length,l=new n.constructor(i);let u=0;for(;u<t;u++)l[u]=n[u];for(const n of r)l[u++]=n;for(let r=t+e;r<o;r++)l[u++]=n[r];return l}function u(n,t){return l(n,t,n.length-t)}function c(n,t){const e=n.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=t(n[o],o,n);return r}function f(n,t,e){const r=n.length;if(void 0===e&&0==r)throw new Error("can't reduce an empty array without an initial value");let o,i;for(void 0===e?(o=n[0],i=1):(o=e,i=0);i<r;i++)o=t(o,n[i],i,n);return o}function s(n){return function(t,e){const r=t.length;let o=n>0?0:r-1;for(;o>=0&&o<r;o+=n)if(e(t[o]))return o;return-1}}function h(n,t){let e=0,r=n.length;for(;e<r;){const o=Math.floor((e+r)/2);n[o]<t?e=o+1:r=o}return e}function a(n,t,e,r,o){const i=(o-e)/(r-t);let l=i*(n-t)+e;return isFinite(l)||(l=i*(n-r)+o,isFinite(l)||e!=o||(l=e)),l}function g(n,t){if(n<t[0])return-1;if(n>t[t.length-1])return t.length;let e=0,r=t.length-1;for(;r-e!=1;){const o=e+Math.floor((r-e)/2);n>=t[o]?e=o:r=o}return e}e.is_empty=function(n){return 0==n.length},e.copy=function(n){return Array.isArray(n)?n.slice():new n.constructor(n)},e.splice=l,e.head=u,e.insert=function(n,t,e){return l(n,e,0,t)},e.append=function(n,t){return l(n,n.length,0,t)},e.prepend=function(n,t){return l(n,0,0,t)},e.indexOf=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.subselect=function(n,t){const e=t.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=n[t[o]];return r},e.mul=function(n,t,e){const r=n.length,o=null!=e?e:new n.constructor(r);for(let e=0;e<r;e++)o[e]=n[e]*t;return o},e.map=c,e.inplace_map=function(n,t,e){const r=n.length,o=null!=e?e:n;for(let e=0;e<r;e++)o[e]=t(n[e],e)},e.filter=function(n,t){const e=n.length,r=new n.constructor(e);let o=0;for(let i=0;i<e;i++){const e=n[i];t(e,i,n)&&(r[o++]=e)}return u(r,o)},e.reduce=f,e.min=function(n){let t,e=1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t<e&&(e=t);return e},e.max=function(n){let t,e=-1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t>e&&(e=t);return e},e.minmax=function(n){let t,e=1/0,r=-1/0;for(let o=0,i=n.length;o<i;o++)t=n[o],isNaN(t)||(t<e&&(e=t),t>r&&(r=t));return[e,r]},e.minmax2=function(n,t){let e,r,o=1/0,i=-1/0,l=1/0,u=-1/0;const c=Math.min(n.length,t.length);for(let f=0;f<c;f++)e=n[f],r=t[f],isNaN(e)||isNaN(r)||(e<o&&(o=e),e>i&&(i=e),r<l&&(l=r),r>u&&(u=r));return[o,i,l,u]},e.min_by=function(n,t){if(0==n.length)throw new Error("min_by() called with an empty array");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l<r&&(e=i,r=l)}return e},e.max_by=function(n,t){if(0==n.length)throw new Error("max_by() called with an empty array");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l>r&&(e=i,r=l)}return e},e.sum=function(n){let t=0;for(let e=0,r=n.length;e<r;e++)t+=n[e];return t},e.cumsum=function(n){const t=new n.constructor(n.length);return f(n,((n,e,r)=>t[r]=n+e),0),t},e.every=function(n,t){for(let e=0,r=n.length;e<r;e++)if(!t(n[e]))return!1;return!0},e.some=function(n,t){for(let e=0,r=n.length;e<r;e++)if(t(n[e]))return!0;return!1},e.index_of=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.find_index=s(1),e.find_last_index=s(-1),e.find=function(n,t){const r=(0,e.find_index)(n,t);return-1==r?void 0:n[r]},e.find_last=function(n,t){const r=(0,e.find_last_index)(n,t);return-1==r?void 0:n[r]},e.sorted_index=h,e.bin_counts=function(n,t){const e=t.length-1,r=Array(e).fill(0);for(let o=0;o<n.length;o++){const l=h(t,n[o]);r[(0,i.clamp)(l-1,0,e-1)]+=1}return r},e.interpolate=function(n,t,e){const r=n.length,o=new Array(r);for(let i=0;i<r;i++){const r=n[i];if(isNaN(r)){o[i]=r;continue}const l=g(r,t);if(-1==l)o[i]=e[0];else if(l==t.length)o[i]=e[e.length-1];else if(l==t.length-1||t[l]==r)o[i]=e[l];else{const n=t[l],u=e[l],c=t[l+1],f=e[l+1];o[i]=a(r,n,u,c,f)}}return o},e.left_edge_index=g,e.norm=function(n,t,e){const r=e-t;return c(n,(n=>(n-t)/r))}},
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+function _(e,t,s,n,r){n();const i=e(1);var o;const c=e(15),a=e(17),_=(0,i.__importStar)(e(18)),h=(0,i.__importStar)(e(21)),u=e(34),l=e(13),f=e(8),p=e(26),d=e(30),g=e(35),y=e(26),v=e(36),m=e(37),b=(0,i.__importStar)(e(21));class w extends((0,c.Signalable)()){constructor(e={}){var t,s;super(),this._subtype=void 0,this.document=null,this.destroyed=new c.Signal0(this,"destroyed"),this.change=new c.Signal0(this,"change"),this.transformchange=new c.Signal0(this,"transformchange"),this.exprchange=new c.Signal0(this,"exprchange"),this.properties={},this._watchers=new WeakMap,this._pending=!1,this._changing=!1;const n=e instanceof Map?e.get.bind(e):t=>e[t];this.id=null!==(t=n("id"))&&void 0!==t?t:(0,u.uniqueId)();for(const[e,{type:t,default_value:s,options:r}]of(0,l.entries)(this._props)){let i;t instanceof _.PropertyAlias?Object.defineProperty(this.properties,e,{get:()=>this.properties[t.attr],configurable:!1,enumerable:!1}):(i=t instanceof h.Kind?new 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'${this.prototype.type}.${t}'`);Object.defineProperty(this.prototype,t,{get(){return this.properties[t].get_value()},set(e){return this.setv({[t]:e}),this},configurable:!1,enumerable:!0});const[e,n,r={}]=s,i={type:e,default_value:this._fix_default(n,t),options:r},o=Object.assign({},this.prototype._props);o[t]=i,this.prototype._props=o}}static internal(e){const t={};for(const[s,n]of(0,l.entries)((0,f.isFunction)(e)?e(b):e)){const[e,r,i={}]=n;t[s]=[e,r,Object.assign(Object.assign({},i),{internal:!0})]}this.define(t)}static mixins(e){function t(e,t){const s={};for(const[n,r]of(0,l.entries)(t))s[e+n]=r;return s}const s={},n=[];for(const r of(0,f.isArray)(e)?e:[e])if((0,f.isArray)(r)){const[e,i]=r;(0,l.extend)(s,t(e,i)),n.push([e,i])}else{const e=r;(0,l.extend)(s,e),n.push(["",e])}this.define(s),this.prototype._mixins=[...this.prototype._mixins,...n]}static override(e){for(const[t,s]of(0,l.entries)(e)){const e=this._fix_default(s,t),n=this.prototype._props[t];if(null==n)throw new Error(`attempted to override nonexistent '${this.prototype.type}.${t}'`);const r=Object.assign({},this.prototype._props);r[t]=Object.assign(Object.assign({},n),{default_value:e}),this.prototype._props=r}}toString(){return`${this.type}(${this.id})`}property(e){const t=this.properties[e];if(null!=t)return t;throw new Error(`unknown property ${this.type}.${e}`)}get attributes(){const e={};for(const t of this)e[t.attr]=t.get_value();return e}[m.clone](e){const t=new Map;for(const s of this)s.dirty&&t.set(s.attr,e.clone(s.get_value()));return new this.constructor(t)}[y.equals](e,t){for(const s of this){const n=e.property(s.attr);if(!t.eq(s.get_value(),n.get_value()))return!1}return!0}[v.pretty](e){const t=e.token,s=[];for(const n of this)if(n.dirty){const r=n.get_value();s.push(`${n.attr}${t(":")} ${e.to_string(r)}`)}return`${this.constructor.__qualified__}${t("(")}${t("{")}${s.join(`${t(",")} `)}${t("}")}${t(")")}`}[d.serialize](e){const t=this.ref();e.add_ref(this,t);const s=this.struct();for(const t of this)t.syncable&&(e.include_defaults||t.dirty)&&(s.attributes[t.attr]=e.to_serializable(t.get_value()));return e.add_def(this,s),t}finalize(){for(const e of this){if(!(e instanceof _.VectorSpec||e instanceof _.ScalarSpec))continue;const t=e.get_value();if(null!=t){const{transform:e,expr:s}=t;null!=e&&this.connect(e.change,(()=>this.transformchange.emit())),null!=s&&this.connect(s.change,(()=>this.exprchange.emit()))}}this.initialize()}initialize(){}connect_signals(){}disconnect_signals(){c.Signal.disconnectReceiver(this)}destroy(){this.disconnect_signals(),this.destroyed.emit()}clone(){return(new m.Cloner).clone(this)}changed_for(e){const t=this._watchers.get(e);return this._watchers.set(e,!1),null==t||t}_setv(e,t){const s=t.check_eq,n=[],r=this._changing;this._changing=!0;for(const[t,r]of e)!1!==s&&(0,p.is_equal)(t.get_value(),r)||(t.set_value(r),n.push(t));n.length>0&&(this._watchers=new WeakMap,this._pending=!0);for(const e of n)e.change.emit();if(!r){if(!t.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}}setv(e,t={}){const s=(0,l.entries)(e);if(0==s.length)return;if(!0===t.silent){this._watchers=new WeakMap;for(const[e,t]of s)this.properties[e].set_value(t);return}const n=new Map,r=new Map;for(const[e,t]of s){const s=this.properties[e];n.set(s,t),r.set(s,s.get_value())}this._setv(n,t);const{document:i}=this;if(null!=i){const e=[];for(const[t,s]of r)e.push([t,s,t.get_value()]);for(const[,t,s]of e)if(this._needs_invalidate(t,s)){i._invalidate_all_models();break}this._push_changes(e,t)}}getv(e){return this.property(e).get_value()}ref(){return{id:this.id}}struct(){const e={type:this.type,id:this.id,attributes:{}};return null!=this._subtype&&(e.subtype=this._subtype),e}set_subtype(e){this._subtype=e}*[Symbol.iterator](){yield*(0,l.values)(this.properties)}*syncable_properties(){for(const e of this)e.syncable&&(yield e)}serializable_attributes(){const e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error("models must be owned by only a single document");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},
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0!==l&&l,this.convert=i.convert,this.on_update=i.on_update,void 0!==a)o=a,this._dirty=!0;else{const t=this._default_override();if(void 0!==t)o=t;else{if(void 0===r)return void(this.spec={value:null});o=r(e)}}this._update(o)}get is_value(){return void 0!==this.spec.value}get syncable(){return!this.internal}get_value(){return this.spec.value}set_value(e){this._update(e),this._dirty=!0}_default_override(){}get dirty(){return this._dirty}_update(e){var t;if(this.validate(e),null!=this.convert){const t=this.convert(e);void 0!==t&&(e=t)}this.spec={value:e},null===(t=this.on_update)||void 0===t||t.call(this,e,this.obj)}toString(){return`Prop(${this.obj}.${this.attr}, spec: ${x(this.spec)})`}normalize(e){return e}validate(e){if(!this.valid(e))throw new Error(`${this.obj}.${this.attr} given invalid value: ${x(e)}`)}valid(e){return this.kind.valid(e)}_value(e=!0){if(!this.is_value)throw new Error("attempted to retrieve property value for property without value specification");let t=this.normalize([this.spec.value])[0];return null!=this.spec.transform&&e&&(t=this.spec.transform.compute(t)),t}}n.Property=f,f.__name__="Property";class A{constructor(e){this.attr=e}}n.PropertyAlias=A,A.__name__="PropertyAlias",n.Alias=function(e){return new A(e)};class C extends f{}n.PrimitiveProperty=C,C.__name__="PrimitiveProperty";class T extends f{}n.Any=T,T.__name__="Any";class L extends f{valid(e){return(0,m.isArray)(e)||(0,m.isTypedArray)(e)}}n.Array=L,L.__name__="Array";class w extends f{valid(e){return(0,m.isBoolean)(e)}}n.Boolean=w,w.__name__="Boolean";class P extends f{valid(e){return(0,S.is_Color)(e)}}n.Color=P,P.__name__="Color";class b extends f{}n.Instance=b,b.__name__="Instance";class q extends f{valid(e){return(0,m.isNumber)(e)}}n.Number=q,q.__name__="Number";class N extends q{valid(e){return(0,m.isNumber)(e)&&(0|e)==e}}n.Int=N,N.__name__="Int";class z extends q{}n.Angle=z,z.__name__="Angle";class B extends q{valid(e){return(0,m.isNumber)(e)&&0<=e&&e<=1}}n.Percent=B,B.__name__="Percent";class F extends f{valid(e){return(0,m.isString)(e)}}n.String=F,F.__name__="String";class D extends f{valid(e){return null===e||(0,m.isString)(e)}}n.NullString=D,D.__name__="NullString";class U extends F{}n.FontSize=U,U.__name__="FontSize";class M extends F{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.Font=M,M.__name__="Font";class R extends f{valid(e){return(0,m.isString)(e)&&(0,_.includes)(this.enum_values,e)}}function k(e){return class extends R{get enum_values(){return[...e]}}}n.EnumProperty=R,R.__name__="EnumProperty",n.Enum=k;class O extends R{get enum_values(){return[...o.Direction]}normalize(e){const t=new Uint8Array(e.length);for(let n=0;n<e.length;n++)switch(e[n]){case"clock":t[n]=0;break;case"anticlock":t[n]=1}return t}}n.Direction=O,O.__name__="Direction",n.Anchor=k(o.Anchor),n.AngleUnits=k(o.AngleUnits),n.BoxOrigin=k(o.BoxOrigin),n.ButtonType=k(o.ButtonType),n.CalendarPosition=k(o.CalendarPosition),n.Dimension=k(o.Dimension),n.Dimensions=k(o.Dimensions),n.Distribution=k(o.Distribution),n.FontStyle=k(o.FontStyle),n.HatchPatternType=k(o.HatchPatternType),n.HTTPMethod=k(o.HTTPMethod),n.HexTileOrientation=k(o.HexTileOrientation),n.HoverMode=k(o.HoverMode),n.LatLon=k(o.LatLon),n.LegendClickPolicy=k(o.LegendClickPolicy),n.LegendLocation=k(o.LegendLocation),n.LineCap=k(o.LineCap),n.LineJoin=k(o.LineJoin),n.LinePolicy=k(o.LinePolicy),n.Location=k(o.Location),n.Logo=k(o.Logo),n.MarkerType=k(o.MarkerType),n.MutedPolicy=k(o.MutedPolicy),n.Orientation=k(o.Orientation),n.OutputBackend=k(o.OutputBackend),n.PaddingUnits=k(o.PaddingUnits),n.Place=k(o.Place),n.PointPolicy=k(o.PointPolicy),n.RadiusDimension=k(o.RadiusDimension),n.RenderLevel=k(o.RenderLevel),n.RenderMode=k(o.RenderMode),n.ResetPolicy=k(o.ResetPolicy),n.RoundingFunction=k(o.RoundingFunction),n.Side=k(o.Side),n.SizingMode=k(o.SizingMode),n.Sort=k(o.Sort),n.SpatialUnits=k(o.SpatialUnits),n.StartEnd=k(o.StartEnd),n.StepMode=k(o.StepMode),n.TapBehavior=k(o.TapBehavior),n.TextAlign=k(o.TextAlign),n.TextBaseline=k(o.TextBaseline),n.TextureRepetition=k(o.TextureRepetition),n.TickLabelOrientation=k(o.TickLabelOrientation),n.TooltipAttachment=k(o.TooltipAttachment),n.UpdateMode=k(o.UpdateMode),n.VerticalAlign=k(o.VerticalAlign);class E extends f{get_value(){const{value:e,expr:t,transform:n}=this.spec;return null!=t||null!=n?this.spec:e}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}uniform(e){var t;const{expr:n,value:r,transform:a}=this.spec,i=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=n.compute(e);return null!=a&&(t=a.compute(t)),t=this.materialize(t),this.scalar(t,i)}{let e=r;return null!=a&&(e=a.compute(e)),e=this.materialize(e),this.scalar(e,i)}}}n.ScalarSpec=E,E.__name__="ScalarSpec";class V extends E{}n.AnyScalar=V,V.__name__="AnyScalar";class $ extends E{}n.ColorScalar=$,$.__name__="ColorScalar";class I extends E{}n.NumberScalar=I,I.__name__="NumberScalar";class J extends E{}n.StringScalar=J,J.__name__="StringScalar";class X extends E{}n.NullStringScalar=X,X.__name__="NullStringScalar";class Y extends E{}n.ArrayScalar=Y,Y.__name__="ArrayScalar";class H extends 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p(t)},n.toggle_attribute=function(t,e,n){null==n&&(n=!t.hasAttribute(e)),n?t.setAttribute(e,"true"):t.removeAttribute(e)},(g=n.Keys||(n.Keys={}))[g.Backspace=8]="Backspace",g[g.Tab=9]="Tab",g[g.Enter=13]="Enter",g[g.Esc=27]="Esc",g[g.PageUp=33]="PageUp",g[g.PageDown=34]="PageDown",g[g.Left=37]="Left",g[g.Up=38]="Up",g[g.Right=39]="Right",g[g.Down=40]="Down",g[g.Delete=46]="Delete",n.undisplayed=function(t,e){const{display:n}=t.style;t.style.display="none";try{return e()}finally{t.style.display=n}},n.unsized=function(t,e){return m(t,{},e)},n.sized=m;class y{constructor(t){this.root=t,this.known=new Set,this.style=(0,n.style)({type:"text/css"}),c(t,this.style)}append(t){this.known.has(t)||(this.style.appendChild(document.createTextNode(t)),this.known.add(t))}}n.StyleSheet=y,y.__name__="StyleSheet",n.stylesheet=new y(document.head),n.dom_ready=async function(){if("loading"==document.readyState)return new Promise(((t,e)=>{document.addEventListener("DOMContentLoaded",(()=>t()),{once:!0})}))}},
+function _(o,i,t,e,r){e(),t.root="bk-root",t.default=".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}"},
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+function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),"black"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,"bevel"],line_cap:[n.LineCap,"butt"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),"gray"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),"black"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),"#444444"],text_alpha:[i.Alpha,1],text_font:[o.Font,"helvetica"],text_font_size:[i.FontSize,"16px"],text_font_style:[n.FontStyle,"normal"],text_align:[n.TextAlign,"left"],text_baseline:[n.TextBaseline,"bottom"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,"black"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,"bevel"],line_cap:[o.LineCapScalar,"butt"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,"gray"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,"black"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,"#444444"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,"helvetica"],text_font_size:[o.FontSizeScalar,"16px"],text_font_style:[o.FontStyleScalar,"normal"],text_align:[o.TextAlignScalar,"left"],text_baseline:[o.TextBaselineScalar,"bottom"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,"black"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,"bevel"],line_cap:[o.LineCapSpec,"butt"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,"gray"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,"black"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,"#444444"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,"helvetica"],text_font_size:[o.FontSizeSpec,"16px"],text_font_style:[o.FontStyleSpec,"normal"],text_align:[o.TextAlignSpec,"left"],text_baseline:[o.TextBaselineSpec,"bottom"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},
+function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__="Fill";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__="FillScalar";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__="FillVector",c.prototype.type="fill",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type="fill",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type="fill",u.prototype.attrs=Object.keys(r.FillVector)},
+function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__="Text";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__="TextScalar";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__="TextVector",h.prototype.type="text",h.prototype.attrs=Object.keys(o.Text),x.prototype.type="text",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type="text",u.prototype.attrs=Object.keys(o.TextVector)},
+function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||" "==a||"blank"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:"transparent"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.Hatch=l,l.__name__="Hatch";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||" "==a||"blank"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:"transparent"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchScalar=o,o.__name__="HatchScalar";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(" "==t||"blank"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:"transparent"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return"repeat";switch(a.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchVector=u,u.__name__="HatchVector",l.prototype.type="hatch",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type="hatch",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type="hatch",u.prototype.attrs=Object.keys(_.HatchVector)},
+function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={" ":"blank",".":"dot",o:"ring","-":"horizontal_line","|":"vertical_line","+":"cross",'"':"horizontal_dash",":":"vertical_dash","@":"spiral","/":"right_diagonal_line","\\":"left_diagonal_line",x:"diagonal_cross",",":"right_diagonal_dash","`":"left_diagonal_dash",v:"horizontal_wave",">":"vertical_wave","*":"criss_cross"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap="square",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case"blank":break;case"dot":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case"ring":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case"horizontal_line":l(e,T,v);break;case"vertical_line":n(e,T,v);break;case"cross":l(e,T,v),n(e,T,v);break;case"horizontal_dash":l(e,v,v);break;case"vertical_dash":n(e,v,v);break;case"spiral":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case"right_diagonal_line":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case"left_diagonal_line":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case"diagonal_cross":t(e,T);break;case"right_diagonal_dash":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case"left_diagonal_dash":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case"horizontal_wave":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case"vertical_wave":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case"criss_cross":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},
+function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.logger.warn("WARNING: Document not defined for updating event callbacks")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(":");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of(0,l.entries)(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){(0,l.isEmpty)(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error("invalid selector")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error("found more than one object matching given selector")}}}s.Model=h,a=h,h.__name__="Model",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},
+function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__="CoordinateTransform";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([["default",this.x_source]])}get y_ranges(){return new Map([["default",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint="log");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__="CoordinateMapping",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__="CompositeScale",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},
+function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__="Scale",_.internal((({Ref:e})=>({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},
+function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__="Transform"},
+function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__="Range",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},
+function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if("auto"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__="Range1d",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},
+function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__="LinearScale"},
+function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__="ContinuousScale"},
+function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__="LogScale"},
+function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__="CategoricalScale"},
+function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?"auto":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),"log"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;"percent"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:"percent"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&("start"==this.follow?a=e+s*l:"end"==this.follow&&(e=a-s*l)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.entries(),i);let[o,r]=this._compute_range(l,_);null!=this._initial_start&&("log"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&("log"==this.scale_hint?this._initial_end>0&&(r=this._initial_end):r=this._initial_end);let h=!1;"auto"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=g,l=g,g.__name__="DataRange1d",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,"percent"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t("log","auto"),"auto"]})))},
+function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__="DataRange",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},
+function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if("x0"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if("x"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if("width"in t)if("left"in t)i=t.left,e=i+t.width;else if("right"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if("height"in t)if("top"in t)h=t.top,r=h+t.height;else if("bottom"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__="BBox"},
+function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r="auto"==n?e:n;return t.length>0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},
+function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if("percent"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),"auto"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__="FactorRange",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,"percent"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},
+function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;"data"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),"data"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__="ArrowView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__="Arrow",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({x_start:[u.XCoordinateSpec,{field:"x_start"}],y_start:[u.YCoordinateSpec,{field:"y_start"}],start_units:[d.SpatialUnits,"data"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:"x_end"}],y_end:[u.YCoordinateSpec,{field:"y_end"}],end_units:[d.SpatialUnits,"data"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},
+function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__="DataAnnotationView";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__="DataAnnotation",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},
+function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,"select"),this.inspect=new l.Signal(this,"inspect"),this.streaming=new l.Signal0(this,"streaming"),this.patching=new l.Signal(this,"patching")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n="data source has columns of inconsistent lengths";if(t)return c.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=w,i=w,w.__name__="ColumnarDataSource",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},
+function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__="DataSource",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},
+function _(i,e,s,t,n){var l;t();const c=i(53),d=i(9),h=i(13);class _ extends c.Model{constructor(i){super(i)}get_view(){return this.view}get selected_glyph(){return this.selected_glyphs.length>0?this.selected_glyphs[0]:null}add_to_selected_glyphs(i){this.selected_glyphs.push(i)}update(i,e=!0,s="replace"){switch(s){case"replace":this.indices=i.indices,this.line_indices=i.line_indices,this.multiline_indices=i.multiline_indices,this.image_indices=i.image_indices,this.view=i.view,this.selected_glyphs=i.selected_glyphs;break;case"append":this.update_through_union(i);break;case"intersect":this.update_through_intersection(i);break;case"subtract":this.update_through_subtraction(i)}}clear(){this.indices=[],this.line_indices=[],this.multiline_indices={},this.image_indices=[],this.view=null,this.selected_glyphs=[]}map(i){return new _(Object.assign(Object.assign({},this.attributes),{indices:this.indices.map(i),multiline_indices:(0,h.to_object)((0,h.entries)(this.multiline_indices).map((([e,s])=>[i(Number(e)),s]))),image_indices:this.image_indices.map((e=>Object.assign(Object.assign({},e),{index:i(e.index)})))}))}is_empty(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length}update_through_union(i){this.indices=(0,d.union)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}update_through_intersection(i){this.indices=(0,d.intersection)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}update_through_subtraction(i){this.indices=(0,d.difference)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}}s.Selection=_,l=_,_.__name__="Selection",l.define((({Int:i,Array:e,Dict:s})=>({indices:[e(i),[]],line_indices:[e(i),[]],multiline_indices:[s(e(i)),{}]}))),l.internal((({Int:i,Array:e,AnyRef:s,Struct:t,Nullable:n})=>({selected_glyphs:[e(s()),[]],view:[n(s()),null],image_indices:[e(t({index:i,dim1:i,dim2:i,flat_index:i})),[]]})))},
+function _(e,t,o,s,c){s();const n=e(72);function i(e){return"GlyphRenderer"==e.model.type}function l(e){return"GraphRenderer"==e.model.type}class r{constructor(e){this.source=e,this.inspectors=new Map}select(e,t,o,s="replace"){const c=[],n=[];for(const t of e)i(t)?c.push(t):l(t)&&n.push(t);let r=!1;for(const e of n){const c=e.model.selection_policy.hit_test(t,e);r=r||e.model.selection_policy.do_selection(c,e.model,o,s)}if(c.length>0){const e=this.source.selection_policy.hit_test(t,c);r=r||this.source.selection_policy.do_selection(e,this.source,o,s)}return r}inspect(e,t){let o=!1;if(i(e)){const s=e.hit_test(t);if(null!=s){o=!s.is_empty();const c=this.get_or_create_inspector(e.model);c.update(s,!0,"replace"),this.source.setv({inspected:c},{silent:!0}),this.source.inspect.emit([e.model,{geometry:t}])}}else if(l(e)){const s=e.model.inspection_policy.hit_test(t,e);o=o||e.model.inspection_policy.do_inspection(s,t,e,!1,"replace")}return o}clear(e){this.source.selected.clear(),null!=e&&this.get_or_create_inspector(e.model).clear()}get_or_create_inspector(e){let t=this.inspectors.get(e);return null==t&&(t=new n.Selection,this.inspectors.set(e,t)),t}}o.SelectionManager=r,r.__name__="SelectionManager"},
+function _(e,t,n,s,o){s();const r=e(53);class c extends r.Model{do_selection(e,t,n,s){return null!=e&&(t.selected.update(e,n,s),t._select.emit(),!t.selected.is_empty())}}n.SelectionPolicy=c,c.__name__="SelectionPolicy";class l extends c{hit_test(e,t){const n=[];for(const s of t){const t=s.hit_test(e);null!=t&&n.push(t)}if(n.length>0){const e=n[0];for(const t of n)e.update_through_intersection(t);return e}return null}}n.IntersectRenderers=l,l.__name__="IntersectRenderers";class _ extends c{hit_test(e,t){const n=[];for(const s of t){const t=s.hit_test(e);null!=t&&n.push(t)}if(n.length>0){const e=n[0];for(const t of n)e.update_through_union(t);return e}return null}}n.UnionRenderers=_,_.__name__="UnionRenderers"},
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+function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__="ArrowHeadView";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__="ArrowHead",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__="OpenHeadView";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__="OpenHead",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__="NormalHeadView";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__="NormalHead",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:"black"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__="VeeHeadView";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__="VeeHead",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:"black"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__="TeeHeadView";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__="TeeHead",c.prototype.default_view=g,c.mixins(h.LineVector)},
+function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},
+function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__="BandView";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__="Band",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o="height"==t?s:i,r="height"==t?i:s,n="height"==t?e.bbox.yview:e.bbox.xview,p="height"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a="data"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_="data"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h="data"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]="height"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__="UpperLowerView";class d extends _.CoordinateSpec{get dimension(){return"width"==this.obj.dimension?"x":"y"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:"data"}}i.XOrYCoordinateSpec=d,d.__name__="XOrYCoordinateSpec";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__="UpperLower",n.define((()=>({dimension:[a.Dimension,"height"],lower:[d,{field:"lower"}],upper:[d,{field:"upper"}],base:[d,{field:"base"}]})))},
+function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:"data"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__="BoxAnnotationView";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__="BoxAnnotation",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,"data"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,"data"],left:[o(t),null],left_units:[c.SpatialUnits,"data"],right:[o(t),null],right_units:[c.SpatialUnits,"data"],render_mode:[c.RenderMode,"canvas"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker="auto"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter="auto"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,"major_label_",k.Text,!0),n=k.attrs_of(this.model,"major_tick_",k.Line,!0),a=k.attrs_of(this.model,"minor_tick_",k.Line,!0),r=k.attrs_of(this.model,"title_",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return"vertical"==t?(0,z.reversed)(e):e})(),[i,o]="vertical"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement("canvas");n.width=i,n.height=o;const a=n.getContext("2d"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return["end","start"];switch(t){case"top_left":return["start","start"];case"top":case"top_center":return["start","center"];case"top_right":return["start","end"];case"bottom_left":return["end","start"];case"bottom":case"bottom_center":return["end","center"];case"bottom_right":return["end","end"];case"left":case"center_left":return["center","start"];case"center":case"center_center":return["center","center"];case"right":case"center_right":return["center","end"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return"auto"==t?null!=this.panel?this.panel.is_horizontal?"horizontal":"vertical":"start"==r||"end"==r||"center"==r&&"center"==a?"vertical":"horizontal":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>"horizontal"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if("horizontal"==s){const{top:e,width:i,height:o}=t;if("end"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if("center"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if("end"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if("center"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x="max",y=void 0,k=void 0,z=void 0):"auto"==("horizontal"==s?e:i)?(x="fixed",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x="fit",y=void 0),"horizontal"==s){const t="auto"==e?void 0:e,o="auto"==i?25:i;w.set_sizing({width_policy:x,height_policy:"min",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"auto"==e?"fit":"fixed",height_policy:"fixed",width:t,height:o})}else{const t="auto"==e?25:e,o="auto"==i?void 0:i;w.set_sizing({width_policy:"min",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"fixed",height_policy:"auto"==i?"fit":"fixed",width:t,height:o})}c.set_sizing({width_policy:"fit",height_policy:"min"}),h.set_sizing({width_policy:"fit",height_policy:"min"}),u.set_sizing({width_policy:"min",height_policy:"fit"}),p.set_sizing({width_policy:"min",height_policy:"fit"});const{_title_view:S}=this;null!=S&&("horizontal"==s?(S.panel=new B.Panel("above"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel("left"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:"horizontal"==s?"below":"right",R=(()=>{switch(O){case"above":return c;case"below":return h;case"left":return u;case"right":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,"horizontal"==s?t.set_sizing({width_policy:"max",height_policy:"min"}):t.set_sizing({width_policy:"min",height_policy:"max"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,["children"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__="ColorBarView";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__="ColorBar",r.prototype.default_view=O,r.mixins([["major_label_",k.Text],["title_",k.Text],["major_tick_",k.Line],["minor_tick_",k.Line],["border_",k.Line],["bar_",k.Line],["background_",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),"top_right"],orientation:[a(y.Orientation,s),"auto"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),"auto"],height:[a(e,s),"auto"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),"auto"],formatter:[a(r(p.TickFormatter),s),"auto"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:"#ffffff",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:"11px",major_tick_line_color:"#ffffff",minor_tick_line_color:null,title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case"above":case"below":switch(this.model.vertical_align){case"top":s=l.top+e;break;case"middle":s=l.vcenter;break;case"bottom":s=l.bottom-e}switch(this.model.align){case"left":i=l.left+t;break;case"center":i=l.hcenter;break;case"right":i=l.right-t}break;case"left":switch(this.model.vertical_align){case"top":i=l.left+e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.right-e}switch(this.model.align){case"left":s=l.bottom-t;break;case"center":s=l.vcenter;break;case"right":s=l.top+t}break;case"right":switch(this.model.vertical_align){case"top":i=l.right-e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.left+e}switch(this.model.align){case"left":s=l.top+t;break;case"center":s=l.vcenter;break;case"right":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic("parallel");("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__="TitleView";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__="Title",a.prototype.default_view=_,a.mixins([h.Text,["border_",h.Line],["background_",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,""],vertical_align:[r.VerticalAlign,"bottom"],align:[r.TextAlign,"left"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:"13px",text_font_style:"bold",text_line_height:1,background_fill_color:null,border_line_color:null})},
+function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),"css"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),"css"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||"css"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position="absolute",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight="normal",n.style.whiteSpace="pre";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?"solid":"dashed",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__="TextAnnotationView";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__="TextAnnotation",n.define((()=>({render_mode:[r.RenderMode,"canvas"]})))},
+function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement("canvas").getContext("2d");let e="";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align="left",this._base_font_size=13,this._x_anchor="left",this._y_anchor="center"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return"ascent_descent"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__="GraphicsBox";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case"top":return"top";case"middle":return"center";case"bottom":return"bottom";default:return"baseline"}})()}infer_text_height(){if(this.text.includes("\n"))return"ascent_descent";{function t(t){for(const e of new Set(t))if(!("0"<=e&&e<="9"))switch(e){case",":case".":case"+":case"-":case"\u2212":case"e":continue;default:return!1}return!0}return t(this.text)?"cap":"ascent_descent"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case"x":case"x_descent":return t.x_height;case"cap":case"cap_descent":return t.cap_height;case"ascent":case"ascent_descent":return t.ascent}})(),n=(()=>{switch(s){case"x":case"cap":case"ascent":return 0;case"x_descent":case"cap_descent":case"ascent_descent":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split("\n").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=""==this.text,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u="%"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p="%"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case"left":return 0;case"center":return.5*i;case"right":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case"top":return 0;case"center":return.5*n;case"bottom":return n;case"baseline":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case"x":case"x_descent":return e.x_height;case"cap":case"cap_descent":return e.cap_height;case"ascent":case"ascent_descent":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split("\n").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p="%"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f="%"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if("justify"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(" "),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{switch(y){case"left":return 0;case"center":return.5*(g-l[e]);case"right":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__="TextBox";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:"left",sy:n,y_anchor:"bottom"},this.expo.position={sx:e.width,x_anchor:"left",sy:i,y_anchor:"bottom"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}}s.BaseExpo=u,u.__name__="BaseExpo";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__="GraphicsBoxes"},
+function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return"undefined"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext("2d")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement("canvas");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext("2d");return e=>{t.font=e;const n=t.measureText("M"),r=t.measureText("x"),l=t.measureText("\xc5\u015ag|"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext("2d");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText("M"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle="#f00",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle="#000";for(const t of"xa")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of"ASQ")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of"\xc5\u015agy")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText("M"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle="#f00",e.fillRect(0,0,u,i);e.font=a,e.fillStyle="#000",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{try{return o("normal 10px sans-serif"),o}catch(t){return u}})(),h=(()=>{try{return s("A","normal 10px sans-serif"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\s*(\d+(\.\d+)?)(\w+)\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},
+function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__="AffineTransform"},
+function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:"bottom",normal:"center",horizontal:"bottom",vertical:"center"},below:{parallel:"top",normal:"center",horizontal:"top",vertical:"center"},left:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"},right:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"}},g={above:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},below:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},left:{parallel:"center",normal:"right",horizontal:"right",vertical:"center"},right:{parallel:"center",normal:"left",horizontal:"left",vertical:"center"}},_={above:"right",below:"left",left:"right",right:"left"},b={above:"left",below:"right",left:"right",right:"left"};class z{constructor(t){this.side=t}get dimension(){return"above"==this.side||"below"==this.side?0:1}get normals(){switch(this.side){case"above":return[0,-1];case"below":return[0,1];case"left":return[-1,0];case"right":return[1,0]}}get orientation(){return this.is_horizontal?"horizontal":"vertical"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:"center",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__="Panel";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:"max",height_policy:"fixed"}):this.set_sizing({width_policy:"fixed",height_policy:"max"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__="SideLayout"},
+function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__="Sizeable",i.SizingPolicy=(0,n.Enum)("fixed","fit","min","max")},
+function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:"fit",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:"fit",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:"start",b=null!==(s=i.valign)&&void 0!==s?s:"start";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return"max"==this.sizing.width_policy}is_height_expanding(){return"max"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if("fixed"!=n&&"fixed"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else"fixed"==n?h=_(t/e):"fixed"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>"fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>"fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__="Layoutable";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case"fixed":return null!=h?h:0;case"min":return null!=h?l(i.width,h):0;case"fit":return null!=h?l(i.width,h):i.width;case"max":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case"fixed":return null!=t?t:0;case"min":return null!=t?l(i.height,t):0;case"fit":return null!=t?l(i.height,t):i.height;case"max":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__="LayoutItem";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case"fixed":return null!=this.sizing.width?this.sizing.width:t.width;case"min":return t.width;case"fit":return h.width;case"max":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case"fixed":return null!=this.sizing.height?this.sizing.height:t.height;case"min":return t.height;case"fit":return h.height;case"max":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__="ContentLayoutable"},
+function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint="log");const s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get("default")}get y_scale(){return this._y_scales.get("default")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__="CartesianFrame"},
+function _(i,s,x,A,o){A(),o("Axis",i(128).Axis),o("CategoricalAxis",i(140).CategoricalAxis),o("ContinuousAxis",i(143).ContinuousAxis),o("DatetimeAxis",i(144).DatetimeAxis),o("LinearAxis",i(145).LinearAxis),o("LogAxis",i(162).LogAxis),o("MercatorAxis",i(165).MercatorAxis)},
+function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic("parallel"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case"above":return[t.hcenter,t.bottom];case"below":return[t.hcenter,t.top];case"left":return[t.right,t.vcenter];case"right":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics("parallel"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic("parallel"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case"below":i=z(this.layout.bbox.top-t.bbox.bottom);break;case"above":i=z(this.layout.bbox.bottom-t.bbox.top);break;case"right":e=z(this.layout.bbox.left-t.bbox.right);break;case"left":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if("auto"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}const[,e]=this.ranges;switch(this.panel.side){case"left":case"below":return e.start;case"right":case"above":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__="AxisView";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__="Axis",l.prototype.default_view=M,l.mixins([["axis_",c.Line],["major_tick_",c.Line],["minor_tick_",c.Line],["major_label_",c.Text],["axis_label_",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),"auto"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),"horizontal"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.override({axis_line_color:"black",major_tick_line_color:"black",minor_tick_line_color:"black",major_label_text_font_size:"11px",major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label_text_font_size:"13px",axis_label_text_font_style:"italic"})},
+function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__="GuideRendererView";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__="GuideRenderer",s.override({level:"guide"})},
+function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__="Ticker"},
+function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__="TickFormatter"},
+function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__="LabelingPolicy";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__="AllLabels";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__="NoOverlap",c.define((({Number:e})=>({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction("indices","bboxes","distance",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__="CustomLabelingPolicy",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,""]})))},
+function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__="BaseTextView";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__="BaseText",_.define((({String:e})=>({text:[e]})))},
+function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:"$$",end:"$$",inline:!1},{start:"\\[",end:"\\]",inline:!1},{start:"\\(",end:"\\)",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},
+function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align="left",this._x_anchor="left",this._y_anchor="center",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return"ascent_descent"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),"not_started"==this.provider.status&&await this.provider.fetch(),"not_started"!=this.provider.status&&"loading"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),"loaded"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute("height"))||void 0===t?void 0:t.replace(/([A-z])/g,""))&&void 0!==e?e:"0"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute("width"))||void 0===s?void 0:s.replace(/([A-z])/g,""))&&void 0!==i?i:"0");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute("font",this.font),e.setAttribute("stroke",this.color);const s=e.outerHTML,i=new Blob([s],{type:"image/svg+xml"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||"failed"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__="MathTextView";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__="MathText";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__="AsciiView";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__="Ascii",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__="MathMLView";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__="MathML",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__="TeXView";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__="TeX",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},
+function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin="anonymous";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error("not loaded yet")}}t.ImageLoader=n,n.__name__="ImageLoader"},
+function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)"default"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,"ready"),this.status="not_started"}}a.MathJaxProvider=c,c.__name__="MathJaxProvider";class h extends c{get MathJax(){return null}async fetch(){this.status="failed"}}a.NoProvider=h,h.__name__="NoProvider";class l extends c{get MathJax(){return"undefined"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement("script");t.src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js",t.onload=()=>{this.status="loaded",this.ready.emit()},t.onerror=()=>{this.status="failed"},this.status="loading",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__="CDNProvider";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status="loading";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status="loaded",this.ready.emit()}catch(t){this.status="failed"}}}a.BundleProvider=_,_.__name__="BundleProvider",a.default_provider=new _},
+function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&"code"in r&&"MODULE_NOT_FOUND"===n.code)return null;throw n}var r}},
+function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__="PlainTextView";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__="PlainText",a.prototype.default_view=l},
+function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__="CategoricalAxisView";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__="CategoricalAxis",a.prototype.default_view=u,a.mixins([["separator_",p.Line],["group_",p.Text],["subgroup_",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),"parallel"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),"parallel"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.CategoricalTickFormatter,separator_line_color:"lightgrey",separator_line_width:2,group_text_font_style:"bold",group_text_font_size:"11px",group_text_color:"grey",subgroup_text_font_style:"bold",subgroup_text_font_size:"11px"})},
+function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__="CategoricalTicker"},
+function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__="CategoricalTickFormatter"},
+function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__="ContinuousAxisView";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__="ContinuousAxis"},
+function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__="DatetimeAxisView";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__="DatetimeAxis",s.prototype.default_view=c,s.override({ticker:()=>new _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},
+function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__="LinearAxisView";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__="LinearAxis",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},
+function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t="";for(const e of i)t+="-"==e?"\u2212":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n="auto"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__="BasicTickFormatter",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),"auto"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},
+function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__="BasicTicker"},
+function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__="AdaptiveTicker",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},
+function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__="ContinuousTicker",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},
+function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,"%Y %m %d %H %M %S").split(/\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)("$1%06d",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf("%")?t:(0,o.default)(s,t)}}const f=["microseconds","milliseconds","seconds","minsec","minutes","hourmin","hours","days","months","years"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return"microseconds";case!(e<1):return"milliseconds";case!(e<60):return t>=60?"minsec":"seconds";case!(e<3600):return t>=3600?"hourmin":"minutes";case!(e<86400):return"hours";case!(e<2678400):return"days";case!(e<31536e3):return"months";default:return"years"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push("ERR");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if(("minsec"==i||"hourmin"==i)&&!n){if("minsec"==i&&0==e[4]&&0!=e[5]||"hourmin"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,"");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return o}}e.DatetimeTickFormatter=_,r=_,_.__name__="DatetimeTickFormatter",r.define((({String:s,Array:t})=>({microseconds:[t(s),["%fus"]],milliseconds:[t(s),["%3Nms","%S.%3Ns"]],seconds:[t(s),["%Ss"]],minsec:[t(s),[":%M:%S"]],minutes:[t(s),[":%M","%Mm"]],hourmin:[t(s),["%H:%M"]],hours:[t(s),["%Hh","%H:%M"]],days:[t(s),["%m/%d","%a%d"]],months:[t(s),["%m/%Y","%b %Y"]],years:[t(s),["%Y"]]})))},
+function _(e,t,n,r,o){!function(e){"object"==typeof t&&t.exports?t.exports=e():"function"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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+function _(e,n,t,r,i){
+/*!
+     * numbro.js
+     * version : 1.6.2
+     * author : Företagsplatsen AB
+     * license : MIT
+     * http://www.foretagsplatsen.se
+     */
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Use `cultures` instead"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c="string"==typeof e?e:null},a.defaultFormat=function(e){s="string"==typeof e?e:"0.0"},a.defaultCurrencyFormat=function(e){"string"==typeof e?e:"0$"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if("string"!=typeof e&&(e+="",console.warn&&console.warn("Numbro.js: Value is not string. It has been co-erced to: ",e)),(e=e.trim()).match(/^\d+$/))return!0;if(""===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r="."===c.delimiters.thousands?"\\.":c.delimiters.thousands,(null===(s=e.match(/^[^\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+"{2}"),!e.match(/[^\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/):!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},
+function _(e,n,t,r,i){!function(){"use strict";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\x25]+/,modulo:/^\x25{2}/,placeholder:/^\x25(?:([1-9]\d*)\$|\(([^)]+)\))?(\+)?(0|'[^$])?(-)?(\d+)?(?:\.(\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\d]*)/i,key_access:/^\.([a-z_][a-z_\d]*)/i,index_access:/^\[(\d+)\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y="";for(s=0;s<g;s++)if("string"==typeof t[s])y+=t[s];else if("object"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property "%s" of undefined value "%s"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&"number"!=typeof i&&isNaN(i))throw new TypeError(n("[sprintf] expecting number but found %T",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case"b":i=parseInt(i,10).toString(2);break;case"c":i=String.fromCharCode(parseInt(i,10));break;case"d":case"i":i=parseInt(i,10);break;case"j":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case"e":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case"f":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case"g":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case"o":i=(parseInt(i,10)>>>0).toString(8);break;case"s":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case"t":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case"T":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case"u":i=parseInt(i,10)>>>0;break;case"v":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case"x":i=(parseInt(i,10)>>>0).toString(16);break;case"X":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f="":(f=u?"+":"-",i=i.toString().replace(e.sign,"")),c=o.pad_char?"0"===o.pad_char?"0":o.pad_char.charAt(1):" ",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):"",y+=o.align?f+i+p:"0"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push("%");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError("[sprintf] unexpected placeholder");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");for(o.push(c[1]);""!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error("[sprintf] mixing positional and named placeholders is not (yet) supported");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),"undefined"!=typeof window&&(window.sprintf=n,window.vsprintf=r,"function"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},
+function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__="DatetimeTicker",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},
+function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__="CompositeTicker",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},
+function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__="DaysTicker",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},
+function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__="SingleIntervalTicker",a.define((({Number:e})=>({interval:[e]})))},
+function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},
+function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__="MonthsTicker",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},
+function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__="YearsTicker"},
+function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__="LogAxisView";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__="LogAxis",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},
+function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:""});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__="LogTickFormatter",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},
+function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),n>0&&h.length>0){const t=e/n,o=(0,a.range)(0,n).map((o=>o*t));for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.range)(1,n+1).map((o=>o*t));for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:r.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,r=c,c.__name__="LogTicker",r.override({mantissas:[1,5]})},
+function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__="MercatorAxisView";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__="MercatorAxis",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:"lat"}),formatter:()=>new n.MercatorTickFormatter({dimension:"lat"})})},
+function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error("MercatorTickFormatter.dimension not configured");if(0==r.length)return[];const e=r.length,o=new Array(e);if("lon"==this.dimension)for(let n=0;n<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__="MercatorTickFormatter",i.define((({Nullable:r})=>({dimension:[r(s.LatLon),null]})))},
+function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),"lon"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__="MercatorTicker",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},
+function _(e,i,r,c,k){c(),k("AdaptiveTicker",e(148).AdaptiveTicker),k("BasicTicker",e(147).BasicTicker),k("CategoricalTicker",e(141).CategoricalTicker),k("CompositeTicker",e(156).CompositeTicker),k("ContinuousTicker",e(149).ContinuousTicker),k("DatetimeTicker",e(155).DatetimeTicker),k("DaysTicker",e(157).DaysTicker),k("FixedTicker",e(169).FixedTicker),k("LogTicker",e(164).LogTicker),k("MercatorTicker",e(167).MercatorTicker),k("MonthsTicker",e(160).MonthsTicker),k("SingleIntervalTicker",e(158).SingleIntervalTicker),k("Ticker",e(130).Ticker),k("YearsTicker",e(161).YearsTicker),k("BinnedTicker",e(170).BinnedTicker)},
+function _(r,t,e,i,n){var s;i();const _=r(149);class c extends _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__="FixedTicker",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},
+function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h="auto"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__="BinnedTicker",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},
+function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__="ScanningColorMapper"},
+function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__="ContinuousColorMapper",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},
+function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,"metrics_change")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__="ColorMapper",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,"gray"]})))},
+function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error("mapping single values is not supported")}}n.Mapper=t,t.__name__="Mapper"},
+function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:"grey"},line:{line_alpha:.3,line_color:"grey"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i="fill"in this.glyph.visuals,s="line"in this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h("auto"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,"auto");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__="GlyphRendererView";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__="GlyphRenderer",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),"auto"],selection_glyph:[i(s(r.Glyph),t,l),"auto"],muted_glyph:[i(s(r.Glyph),t,l),"auto"],muted:[e,!1]})))},
+function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__="DataRendererView";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__="DataRenderer",s.override({level:"glyph"})},
+function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;"v"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__="LineView";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__="Line",_.prototype.default_view=d,_.mixins(a.LineScalar)},
+function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__="XYGlyphView";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__="XYGlyph",a.define((({})=>({x:[c.XCoordinateSpec,{field:"x"}],y:[c.YCoordinateSpec,{field:"y"}]})))},
+function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case"center":case"center_center":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i="edge",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if("center"==i)for(let e=0;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case"point":if(null!=this._hit_point)return this._hit_point(e);break;case"span":if(null!=this._hit_span)return this._hit_span(e);break;case"rect":if(null!=this._hit_rect)return this._hit_rect(e);break;case"poly":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _="x"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n="x"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__="GlyphView";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__="Glyph"},
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+function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error("Data not yet indexed - call index.finish().");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__="_FlatBush";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__="SpatialIndex"},
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+function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;"point"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):"v"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},
+function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},
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+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__="HAreaView";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__="HArea",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:"x1"}],x2:[o.XCoordinateSpec,{field:"x2"}],y:[o.YCoordinateSpec,{field:"y"}]})))},
+function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__="AreaView";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__="Area",c.mixins([t.FillScalar,t.HatchScalar])},
+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__="VAreaView";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__="VArea",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:"x"}],y1:[o.YCoordinateSpec,{field:"y1"}],y2:[o.YCoordinateSpec,{field:"y2"}]})))},
+function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__="CDSView",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},
+function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__="Filter"},
+function _(t,r,a,e,c){e(),c("BasicTickFormatter",t(146).BasicTickFormatter),c("CategoricalTickFormatter",t(142).CategoricalTickFormatter),c("DatetimeTickFormatter",t(150).DatetimeTickFormatter),c("FuncTickFormatter",t(193).FuncTickFormatter),c("LogTickFormatter",t(163).LogTickFormatter),c("MercatorTickFormatter",t(166).MercatorTickFormatter),c("NumeralTickFormatter",t(194).NumeralTickFormatter),c("PrintfTickFormatter",t(195).PrintfTickFormatter),c("TickFormatter",t(131).TickFormatter)},
+function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function("tick","index","ticks",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__="FuncTickFormatter",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,""]})))},
+function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case"round":case"nearest":return Math.round;case"floor":case"rounddown":return Math.floor;case"ceil":case"roundup":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__="NumeralTickFormatter",a.define((({String:r})=>({format:[r,"0,0"],language:[r,"en"],rounding:[i.RoundingFunction,"round"]})))},
+function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__="PrintfTickFormatter",e.define((({String:t})=>({format:[t,"%s"]})))},
+function _(r,o,a,p,e){p(),e("CategoricalColorMapper",r(197).CategoricalColorMapper),e("CategoricalMarkerMapper",r(199).CategoricalMarkerMapper),e("CategoricalPatternMapper",r(200).CategoricalPatternMapper),e("ContinuousColorMapper",r(172).ContinuousColorMapper),e("ColorMapper",r(173).ColorMapper),e("LinearColorMapper",r(201).LinearColorMapper),e("LogColorMapper",r(202).LogColorMapper),e("ScanningColorMapper",r(171).ScanningColorMapper),e("EqHistColorMapper",r(203).EqHistColorMapper)},
+function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__="CategoricalColorMapper",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},
+function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},
+function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__="CategoricalMarkerMapper",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,"circle"]})))},
+function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__="CategoricalPatternMapper",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType," "]})))},
+function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__="LinearColorMapper"},
+function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__="LogColorMapper"},
+function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__="EqHistColorMapper",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},
+function _(a,e,l,c,n){c(),n("CategoricalScale",a(62).CategoricalScale),n("ContinuousScale",a(60).ContinuousScale),n("LinearScale",a(59).LinearScale),n("LinearInterpolationScale",a(205).LinearInterpolationScale),n("LogScale",a(61).LogScale),n("Scale",a(55).Scale)},
+function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error("not implemented")}get s_invert(){throw new Error("not implemented")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__="LinearInterpolationScale",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},
+function _(a,n,e,g,R){g(),R("DataRange",a(64).DataRange),R("DataRange1d",a(63).DataRange1d),R("FactorRange",a(67).FactorRange),R("Range",a(57).Range),R("Range1d",a(58).Range1d)},
+function _(a,o,i,t,e){t();var n=a(124);e("Sizeable",n.Sizeable),e("SizingPolicy",n.SizingPolicy);var c=a(125);e("Layoutable",c.Layoutable),e("LayoutItem",c.LayoutItem);var r=a(208);e("HStack",r.HStack),e("VStack",r.VStack);var l=a(209);e("Grid",l.Grid),e("Row",l.Row),e("Column",l.Column);var S=a(210);e("ContentBox",S.ContentBox),e("VariadicBox",S.VariadicBox)},
+function _(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__="Stack";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__="HStack";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__="VStack";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return"fixed"==e&&null!=h?h:n;switch(e){case"fixed":return null!=h?h:n;case"min":return n;case"fit":return null!=h?i(t.width,h):t.width;case"max":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return"fixed"==h&&null!=e?e:o;switch(h){case"fixed":return null!=e?e:o;case"min":return o;case"fit":return null!=e?i(t.height,e):t.height;case"max":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case"start_start":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case"start_center":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case"start_end":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case"center_start":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case"center_center":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case"center_end":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case"end_start":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case"end_center":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case"end_end":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__="NodeLayout"},
+function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__="DefaultMap";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__="Container";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows="auto",this.cols="auto",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if("fixed"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if("fixed"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s<n;s++){const e=(()=>{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows["*"]:this.rows;return null==i?{policy:"auto"}:(0,r.isNumber)(i)?{policy:"fixed",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:"auto";if("fixed"==e.policy)h[s]={policy:"fixed",height:e.height,align:n};else if("min"==e.policy)h[s]={policy:"min",align:n};else if("fit"==e.policy||"max"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if("auto"!=e.policy)throw new Error("unrechable");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:"max",flex:1,align:n}:h[s]={policy:"min",align:n}}}const a=new Array(l);for(let t=0;t<l;t++){const i=(()=>{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols["*"]:this.cols;return null==s?{policy:"auto"}:(0,r.isNumber)(s)?{policy:"fixed",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:"auto";if("fixed"==i.policy)a[t]={policy:"fixed",width:i.width,align:n};else if("min"==i.policy)a[t]={policy:"min",align:n};else if("fit"==i.policy||"max"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if("auto"!=i.policy)throw new Error("unrechable");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:"max",flex:1,align:n}:a[t]={policy:"min",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t<s;t++){const i=o[t];c[t]="fixed"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]="fixed"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];"fixed"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];"fixed"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:"fixed"==n.policy?n.width:1/0,height:"fixed"==s.policy?s.height:1/0}}));let h;h="fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t<i;t++){const i=e[t];"fit"==i.policy||"max"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if("fit"==i.policy||"max"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){"fixed"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if("fixed"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?i:e,t--}}}c="fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t<s;t++){const i=o[t];"fit"==i.policy||"max"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if("fit"==i.policy||"max"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){"fixed"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if("fixed"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&"auto"!=_[i].align?_[i].align:a.halign,y=t==s&&"auto"!=f[t].align?f[t].align:a.valign;let x=_[i].left;"start"==m?x+=a.margin.left:"center"==m?x+=g((u-p)/2):"end"==m&&(x+=u-a.margin.right-p);let b=f[t].top;"start"==y?b+=a.margin.top:"center"==y?b+=g((w-d)/2):"end"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__="Grid";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows="fit"}}s.Row=d,d.__name__="Row";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols="fit"}}s.Column=u,u.__name__="Column"},
+function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__="ContentBox";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__="VariadicBox";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__="CachedVariadicBox"},
+function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:"fixed"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:"fixed"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return"fixed"!=t&&"fixed"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__="BorderLayout"},
+function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o="data"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a="data"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__="LabelView";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__="Label",o.prototype.default_view=c,o.mixins([u.Text,["border_",u.Line],["background_",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,"data"],y:[t],y_units:[d.SpatialUnits,"data"],text:[e,""],angle:[i,0],angle_units:[d.AngleUnits,"rad"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),"css"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:"none"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){"css"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx="data"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy="data"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t="canvas"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position="absolute",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight="normal",a.style.whiteSpace="pre";const[r,n]=(()=>{switch(this.visuals.text.text_align.get(e)){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?"solid":"dashed",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__="LabelSetView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__="LabelSet",a.prototype.default_view=v,a.mixins([n.TextVector,["border_",n.LineVector],["background_",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:"x"}],y:[h.YCoordinateSpec,{field:"y"}],x_units:[d.SpatialUnits,"data"],y_units:[d.SpatialUnits,"data"],text:[h.StringSpec,{field:"text"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,"canvas"]}))),a.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return"none"==this.model.click_policy?null:"pointer"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if("vertical"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case"top_left":y=p.start+h,k=w.start+h;break;case"top":case"top_center":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case"top_right":y=p.end-h-c,k=w.start+h;break;case"bottom_right":y=p.end-h-c,k=w.end-h-d;break;case"bottom":case"bottom_center":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case"bottom_left":y=p.start+h,k=w.end-h-d;break;case"left":case"center_left":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case"center":case"center_center":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case"right":case"center_right":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_="vertical"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case"hide":for(const t of r.renderers)t.visible=!t.visible;break;case"mute":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _="vertical"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case"none":return!0;case"hide":return(0,b.every)(r.renderers,(t=>t.visible));case"mute":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__="LegendView";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,"item_change")}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=p,o=p,p.__name__="Legend",o.prototype.default_view=x,o.mixins([["label_",r.Text],["title_",r.Text],["inactive_",r.Fill],["border_",r.Line],["background_",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,"vertical"],location:[s(_.LegendLocation,l(t,t)),"top_right"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,"none"]}))),o.override({border_line_color:"#e5e5e5",border_line_alpha:.5,border_line_width:1,background_fill_color:"#ffffff",background_fill_alpha:.95,inactive_fill_color:"white",inactive_fill_alpha:.7,label_text_font_size:"13px",label_text_baseline:"middle",title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!(0,f.includes)(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||c.logger.error("Non matching data sources on legend item renderers");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return["No source found"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):["Invalid field"]}}return[]}}l.LegendItem=h,s=h,h.__name__="LegendItem",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},
+function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&"value"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&"field"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&"expr"in i}},
+function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:"data"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__="PolyAnnotationView";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__="PolyAnnotation",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({xs:[n(t),[]],xs_units:[r.SpatialUnits,"data"],ys:[n(t),[]],ys_units:[r.SpatialUnits,"data"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__="SlopeView";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__="Slope",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:"black"})},
+function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>"data"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;"width"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),"width"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__="SpanView";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__="Span",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,"canvas"],location:[t(e),null],location_units:[c.SpatialUnits,"data"],dimension:[c.Dimension,"width"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:"black"})},
+function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position="absolute",this.el.style.overflow="hidden",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__="ToolbarPanelView";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__="ToolbarPanel",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},
+function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(t){switch(t){case"tap":return"active_tap";case"pan":return"active_drag";case"pinch":case"scroll":return"active_scroll";case"multi":return"active_multi"}return null}function h(t){return"tap"==t||"pan"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),"auto"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];"auto"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__="Toolbar",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),"auto"],active_inspect:[t(e(s.Inspection),i,o),"auto"],active_scroll:[t(e(s.Scroll),i,o),"auto"],active_tap:[t(e(s.Tap),i,o),"auto"],active_multi:[t(e(_.GestureTool),i,o),"auto"]})))},
+function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__="ToolView";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;"width"==i||"both"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return"height"==i||"both"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(", ")}`)}}}n.Tool=_,i=_,_.__name__="Tool",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},
+function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__="GestureToolView";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__="GestureTool"},
+function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o="left"==e||"above"==e,s=this.parent.model.horizontal?"vertical":"horizontal";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:"auto",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on("tap",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on("press",(()=>this._pressed())),this.el.addEventListener("keydown",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,"data:image")?this.el.style.backgroundImage=`url("${t}")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case"right":return{left_of:this.el};case"left":return{right_of:this.el};case"above":return{below:this.el};case"below":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__="ButtonToolButtonView";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__="ButtonToolView";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:"both"==t?o:`${o} (${"width"==t?"x":"y"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__="ButtonTool",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},
+function _(t,e,i,n,r){
+/*! Hammer.JS - v2.0.7 - 2016-04-22
+     * http://hammerjs.github.io/
+     *
+     * Copyright (c) 2016 Jorik Tangelder;
+     * Licensed under the MIT license */
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t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(" "))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct["pan-y"],o=C(n,At)&&!Ct["pan-x"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?"cancel":8&t?"end":4&t?"move":2&t?"start":""}function xt(t){return 16==t?"down":8==t?"up":2==t?"left":4==t?"right":""}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,"recognizeWith",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,"dropRecognizeWith",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,"requireFailure",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,"dropRequireFailure",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:"pan",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?"in":"out";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:"press",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime>e.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:"swipe",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION="2.0.7",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},["rotate"]],[Xt,{direction:6}],[Rt,{direction:6},["swipe"]],[Yt],[Yt,{event:"doubletap",taps:2},["tap"]],[zt]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||""})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,"add",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,"remove",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent("Event");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:"undefined"!=typeof self?self:{}).Hammer=Ft,"function"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},
+function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__="DOMView",_.tag_name="div"},
+function _(o,t,b,r,e){r(),b.root="bk-root",b.toolbar_hidden="bk-toolbar-hidden",b.toolbar="bk-toolbar",b.logo="bk-logo",b.above="bk-above",b.below="bk-below",b.left="bk-left",b.right="bk-right",b.toolbar_button="bk-toolbar-button",b.tool_overflow="bk-tool-overflow",b.active="bk-active",b.divider="bk-divider",b.horizontal="bk-horizontal",b.vertical="bk-vertical",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:" ";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},
+function _(A,g,o,C,l){C(),o.root="bk-root",o.tool_icon_copy_to_clipboard="bk-tool-icon-copy-to-clipboard",o.tool_icon_replace_mode="bk-tool-icon-replace-mode",o.tool_icon_append_mode="bk-tool-icon-append-mode",o.tool_icon_intersect_mode="bk-tool-icon-intersect-mode",o.tool_icon_subtract_mode="bk-tool-icon-subtract-mode",o.tool_icon_clear_selection="bk-tool-icon-clear-selection",o.tool_icon_box_select="bk-tool-icon-box-select",o.tool_icon_box_zoom="bk-tool-icon-box-zoom",o.tool_icon_zoom_in="bk-tool-icon-zoom-in",o.tool_icon_zoom_out="bk-tool-icon-zoom-out",o.tool_icon_help="bk-tool-icon-help",o.tool_icon_hover="bk-tool-icon-hover",o.tool_icon_crosshair="bk-tool-icon-crosshair",o.tool_icon_lasso_select="bk-tool-icon-lasso-select",o.tool_icon_pan="bk-tool-icon-pan",o.tool_icon_xpan="bk-tool-icon-xpan",o.tool_icon_ypan="bk-tool-icon-ypan",o.tool_icon_range="bk-tool-icon-range",o.tool_icon_polygon_select="bk-tool-icon-polygon-select",o.tool_icon_redo="bk-tool-icon-redo",o.tool_icon_reset="bk-tool-icon-reset",o.tool_icon_save="bk-tool-icon-save",o.tool_icon_tap_select="bk-tool-icon-tap-select",o.tool_icon_undo="bk-tool-icon-undo",o.tool_icon_wheel_pan="bk-tool-icon-wheel-pan",o.tool_icon_wheel_zoom="bk-tool-icon-wheel-zoom",o.tool_icon_box_edit="bk-tool-icon-box-edit",o.tool_icon_freehand_draw="bk-tool-icon-freehand-draw",o.tool_icon_poly_draw="bk-tool-icon-poly-draw",o.tool_icon_point_draw="bk-tool-icon-point-draw",o.tool_icon_poly_edit="bk-tool-icon-poly-edit",o.tool_icon_line_edit="bk-tool-icon-line-edit",o.default='.bk-root 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+function _(o,t,e,r,b){r(),e.root="bk-root",e.menu_icon="bk-menu-icon",e.context_menu="bk-context-menu",e.horizontal="bk-horizontal",e.vertical="bk-vertical",e.divider="bk-divider",e.active="bk-active",e.menu="bk-menu",e.above="bk-above",e.below="bk-below",e.caret="bk-caret",e.down="bk-down",e.up="bk-up",e.left="bk-left",e.right="bk-right",e.default=".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}"},
+function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:"vertical",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener("mousedown",this._on_mousedown),document.addEventListener("keydown",this._on_keydown),window.addEventListener("blur",this._on_blur)}_unlisten(){document.removeEventListener("mousedown",this._on_mousedown),document.removeEventListener("keydown",this._on_keydown),window.removeEventListener("blur",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if("left_of"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if("right_of"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if("below"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if("above"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+"px":"",this.el.style.top=null!=i.top?i.top-n.top+"px":"",this.el.style.right=null!=i.right?n.right-i.right+"px":"",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+"px":""}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add("bk-context-menu",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:["bk-menu-icon",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?"bk-active":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener("click",(()=>{this._item_click(i)})),e.addEventListener("keydown",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__="ContextMenu"},
+function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__="OnOffButtonView"},
+function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__="InspectToolView";class a extends l.ButtonTool{constructor(e){super(e),this.event_type="move"}}t.InspectTool=a,c=a,a.__name__="InspectTool",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},
+function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__="ToolbarViewModel",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o="left"==t||"above"==t,e=this.model.horizontal?"vertical":"horizontal";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.remove_views)(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await(0,h.build_views)(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e="grey"===this.model.logo?M.grey:null,l=(0,c.a)({href:"https://bokeh.org/",target:"_blank",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?"\u22ee":"\u22ef"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case"right":return{left_of:h};case"left":return{right_of:h};case"above":return{below:h};case"below":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener("click",(()=>{_()})),h.addEventListener("keydown",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e="png"==t?"canvas":"svg",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__="ToolbarBaseView";class A extends m.Model{constructor(t){super(t)}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.every)(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return"above"===this.toolbar_location||"below"===this.toolbar_location}get vertical(){return"left"===this.toolbar_location||"right"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__="ToolbarBase",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),"normal"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,"right"]}}))},
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+function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,"lineDash",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case"webgl":case"canvas":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext("2d");if(null==t)throw new Error("unable to obtain 2D rendering context");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case"svg":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),"image/png")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:"image/svg+xml"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__="CanvasLayer"},
+function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:"start",right:"end",center:"middle",start:"start",end:"end"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:"alphabetic",hanging:"hanging",top:"text-before-edge",bottom:"text-after-edge",middle:"central"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(",");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return 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HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement("image");if(e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement("canvas");e.width=r,e.height=n;e.getContext("2d").drawImage(t,a,o,l,h,0,0,r,n),t=e}this._apply_transform(e,c);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute("src");if(e.setAttribute("href",i),null!=this._clip_path){const t=this.__createElement("g");t.setAttribute("clip-path",this._clip_path),t.appendChild(e),_.appendChild(t)}else _.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement("image");e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`);const 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if(t instanceof f){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error("unsupported");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}return new m(i,this)}getLineDash(){const{lineDash:t}=this;return(0,a.isString)(t)?t.split(",").map((t=>parseInt(t))):null==t?[]:t}setLineDash(t){t&&t.length>0?this.lineDash=t.join(","):this.lineDash=null}_to_number(t){return(0,a.isNumber)(t)?t:t.baseVal.value}getTransform(){return this._transform.to_DOMMatrix()}setTransform(...t){let e;e=(0,a.isNumber)(t[0])?new DOMMatrix(t):t[0]instanceof DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error("not implemented")}isPointInStroke(...t){throw new Error("not implemented")}createImageData(...t){throw new Error("not implemented")}getImageData(t,e,i,s){throw new Error("not implemented")}putImageData(...t){throw new Error("not implemented")}drawFocusIfNeeded(...t){throw new Error("not implemented")}scrollPathIntoView(...t){throw new Error("not implemented")}}i.SVGRenderingContext2D=f,f.__name__="SVGRenderingContext2D",f.__random=o.random},
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+function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__="ActionToolButtonView";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__="ActionToolView";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,"do")}}n.ActionTool=d,d.__name__="ActionTool"},
+function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__="HelpToolView";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name="Help",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__="HelpTool",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html"]}))),s.override({description:"Click the question mark to learn more about Bokeh plot tools."}),s.register_alias("help",(()=>new _))},
+function _(o,l,g,A,r){A(),g.root="bk-root",g.logo="bk-logo",g.grey="bk-grey",g.logo_small="bk-logo-small",g.logo_notebook="bk-logo-notebook",g.default=".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,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);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}"},
+function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle("bk-tooltip-custom",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case"horizontal":return t<e.hcenter?"right":"left";case"vertical":return s<e.vcenter?"below":"above";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case"right":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case"left":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case"below":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case"above":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:"auto",this.el.style.right=null!=n?`${n}px`:"auto"}}s.TooltipView=p,p.__name__="TooltipView";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__="Tooltip",n.prototype.default_view=p,n.define((({Boolean:e})=>({attachment:[h.TooltipAttachment,"horizontal"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:"overlay"})},
+function _(o,t,r,e,l){e(),r.root="bk-root",r.tooltip="bk-tooltip",r.left="bk-left",r.tooltip_arrow="bk-tooltip-arrow",r.right="bk-right",r.above="bk-above",r.below="bk-below",r.tooltip_row_label="bk-tooltip-row-label",r.tooltip_row_value="bk-tooltip-row-value",r.tooltip_color_block="bk-tooltip-color-block",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},
+function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t="height"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__="WhiskerView";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__="Whisker",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable:t})=>({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:"underlay"})},
+function _(n,o,t,u,e){u(),e("CustomJS",n(245).CustomJS),e("OpenURL",n(247).OpenURL)},
+function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,"cb_obj","cb_data",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__="CustomJS",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,""]})))},
+function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__="Callback"},
+function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error("HTML output is not supported in this context");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__="OpenURL",s.define((({Boolean:e,String:t})=>({url:[t,"http://"],same_tab:[e,!1]})))},
+function _(a,n,i,e,r){e(),r("Canvas",a(249).Canvas),r("CartesianFrame",a(126).CartesianFrame),r("CoordinateMapping",a(54).CoordinateMapping)},
+function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)"default"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement("canvas"),i=t.getContext("webgl",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace("WebGL is supported, but not the required extensions")}else _.logger.trace("WebGL is supported, but bokehjs(.min).js bundle is not available")}else _.logger.trace("WebGL is not supported");return null}()})(),m={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:"bk-canvas-events",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),"webgl"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error("webgl is not available")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug("Blitting WebGL canvas"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__="CanvasView";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__="Canvas",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,"canvas"]})))},
+function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,"pan:start"),this.pan=new _.Signal(this,"pan"),this.pan_end=new _.Signal(this,"pan:end"),this.pinch_start=new _.Signal(this,"pinch:start"),this.pinch=new _.Signal(this,"pinch"),this.pinch_end=new _.Signal(this,"pinch:end"),this.rotate_start=new _.Signal(this,"rotate:start"),this.rotate=new _.Signal(this,"rotate"),this.rotate_end=new _.Signal(this,"rotate:end"),this.tap=new _.Signal(this,"tap"),this.doubletap=new _.Signal(this,"doubletap"),this.press=new _.Signal(this,"press"),this.pressup=new _.Signal(this,"pressup"),this.move_enter=new _.Signal(this,"move:enter"),this.move=new _.Signal(this,"move"),this.move_exit=new _.Signal(this,"move:exit"),this.scroll=new _.Signal(this,"scroll"),this.keydown=new _.Signal(this,"keydown"),this.keyup=new _.Signal(this,"keyup"),this.hammer=new a.default(this.hit_area,{touchAction:"auto",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener("mousemove",(t=>this._mouse_move(t))),this.hit_area.addEventListener("mouseenter",(t=>this._mouse_enter(t))),this.hit_area.addEventListener("mouseleave",(t=>this._mouse_exit(t))),this.hit_area.addEventListener("contextmenu",(t=>this._context_menu(t))),this.hit_area.addEventListener("wheel",(t=>this._mouse_wheel(t))),document.addEventListener("keydown",this),document.addEventListener("keyup",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener("keydown",this),document.removeEventListener("keyup",this)}handleEvent(t){"keydown"==t.type?this._key_down(t):"keyup"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",(t=>this._doubletap(t))),this.hammer.on("tap",(t=>this._tap(t))),this.hammer.on("press",(t=>this._press(t))),this.hammer.on("pressup",(t=>this._pressup(t))),this.hammer.get("pan").set({direction:a.default.DIRECTION_ALL}),this.hammer.on("panstart",(t=>this._pan_start(t))),this.hammer.on("pan",(t=>this._pan(t))),this.hammer.on("panend",(t=>this._pan_end(t))),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",(t=>this._pinch_start(t))),this.hammer.on("pinch",(t=>this._pinch(t))),this.hammer.on("pinchend",(t=>this._pinch_end(t))),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",(t=>this._rotate_start(t))),this.hammer.on("rotate",(t=>this._rotate(t))),this.hammer.on("rotateend",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case"pan":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case"pinch":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case"rotate":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case"move":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case"tap":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case"press":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case"scroll":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&"pinch"==e&&(h.logger.debug("Registering scroll on touch screen"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t="default"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if("panstart"==e.type||"pan"==e.type||"panend"==e.type){let n;if("panstart"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):"pan"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:"panend"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("pinchstart"==e.type||"pinch"==e.type||"pinchend"==e.type){let n;if("pinchstart"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):"pinch"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:"pinchend"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("rotatestart"==e.type||"rotate"==e.type||"rotateend"==e.type){let n;if("rotatestart"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):"rotate"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:"rotateend"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("mouseenter"==e.type||"mousemove"==e.type||"mouseleave"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&("mouseleave"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:"mouseleave",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&("mouseenter"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:"mouseenter",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&"mousemove"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(":")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case"move":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a="default";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a="crosshair")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case"tap":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case"doubletap":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case"scroll":{const t=_[v.is_mobile?"pinch":"scroll"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case"pan":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case"wheel":return new l.MouseWheel(s,n,i,r,e.delta);case"mousemove":return new l.MouseMove(s,n,i,r);case"mouseenter":return new l.MouseEnter(s,n,i,r);case"mouseleave":return new l.MouseLeave(s,n,i,r);case"tap":return new l.Tap(s,n,i,r);case"doubletap":return new l.DoubleTap(s,n,i,r);case"press":return new l.Press(s,n,i,r);case"pressup":return new l.PressUp(s,n,i,r);case"pan":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case"panstart":return new l.PanStart(s,n,i,r);case"panend":return new l.PanEnd(s,n,i,r);case"pinch":return new l.Pinch(s,n,i,r,e.scale);case"pinchstart":return new l.PinchStart(s,n,i,r);case"pinchend":return new l.PinchEnd(s,n,i,r);case"rotate":return new l.Rotate(s,n,i,r,e.rotation);case"rotatestart":return new l.RotateStart(s,n,i,r);case"rotateend":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return"undefined"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__="UIEventBus"},
+function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if("object"==typeof Reflect&&"function"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__="BokehEvent";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__="ModelEvent";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__="DocumentReady",s.DocumentReady=l=a([o("document_ready")],l);let i=class extends c{};s.ButtonClick=i,i.__name__="ButtonClick",s.ButtonClick=i=a([o("button_click")],i);let u=class extends c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__="MenuItemClick",s.MenuItemClick=u=a([o("menu_item_click")],u);class d extends c{}s.UIEvent=d,d.__name__="UIEvent";let m=class extends d{};s.LODStart=m,m.__name__="LODStart",s.LODStart=m=a([o("lodstart")],m);let h=class extends d{};s.LODEnd=h,h.__name__="LODEnd",s.LODEnd=h=a([o("lodend")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__="RangesUpdate",s.RangesUpdate=p=a([o("rangesupdate")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__="SelectionGeometry",s.SelectionGeometry=x=a([o("selectiongeometry")],x);let j=class extends d{};s.Reset=j,j.__name__="Reset",s.Reset=j=a([o("reset")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__="PointEvent";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,n),this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=g,g.__name__="Pan",s.Pan=g=a([o("pan")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__="Pinch",s.Pinch=P=a([o("pinch")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__="Rotate",s.Rotate=O=a([o("rotate")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__="MouseWheel",s.MouseWheel=b=a([o("wheel")],b);let v=class extends y{};s.MouseMove=v,v.__name__="MouseMove",s.MouseMove=v=a([o("mousemove")],v);let E=class extends y{};s.MouseEnter=E,E.__name__="MouseEnter",s.MouseEnter=E=a([o("mouseenter")],E);let R=class extends y{};s.MouseLeave=R,R.__name__="MouseLeave",s.MouseLeave=R=a([o("mouseleave")],R);let M=class extends y{};s.Tap=M,M.__name__="Tap",s.Tap=M=a([o("tap")],M);let f=class extends y{};s.DoubleTap=f,f.__name__="DoubleTap",s.DoubleTap=f=a([o("doubletap")],f);let S=class extends y{};s.Press=S,S.__name__="Press",s.Press=S=a([o("press")],S);let D=class extends y{};s.PressUp=D,D.__name__="PressUp",s.PressUp=D=a([o("pressup")],D);let k=class extends y{};s.PanStart=k,k.__name__="PanStart",s.PanStart=k=a([o("panstart")],k);let L=class extends y{};s.PanEnd=L,L.__name__="PanEnd",s.PanEnd=L=a([o("panend")],L);let U=class extends y{};s.PinchStart=U,U.__name__="PinchStart",s.PinchStart=U=a([o("pinchstart")],U);let C=class extends y{};s.PinchEnd=C,C.__name__="PinchEnd",s.PinchEnd=C=a([o("pinchend")],C);let T=class extends y{};s.RotateStart=T,T.__name__="RotateStart",s.RotateStart=T=a([o("rotatestart")],T);let B=class extends y{};s.RotateEnd=B,B.__name__="RotateEnd",s.RotateEnd=B=a([o("rotateend")],B)},
+function _(t,e,n,l,o){
+/*!
+     * jQuery Mousewheel 3.1.13
+     *
+     * Copyright jQuery Foundation and other contributors
+     * Released under the MIT license
+     * http://jquery.org/license
+     */
+function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},
+function _(m,o,n,r,a){r(),a("Expression",m(254).Expression),a("CustomJSExpr",m(255).CustomJSExpr),a("Stack",m(256).Stack),a("CumSum",m(257).CumSum),a("ScalarExpression",m(254).ScalarExpression),a("Minimum",m(258).Minimum),a("Maximum",m(259).Maximum);var s=m(260);a("XComponent",s.XComponent),a("YComponent",s.YComponent),a("PolarTransform",m(261).PolarTransform)},
+function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__="Expression";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__="ScalarExpression"},
+function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__="CustomJSExpr",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__="Stack",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},
+function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__="CumSum",i.define((({Boolean:e,String:n})=>({field:[n],include_zero:[e,!1]})))},
+function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__="Minimum",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},
+function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__="Maximum",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},
+function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__="CoordinateTransform";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__="XYComponent",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__="XComponent";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__="YComponent"},
+function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e="anticlock"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__="PolarTransform",a.define((({})=>({radius:[l.DistanceSpec,{field:"radius"}],angle:[l.AngleSpec,{field:"angle"}],direction:[c.Direction,"anticlock"]})))},
+function _(e,t,l,r,i){r(),i("BooleanFilter",e(263).BooleanFilter),i("CustomJSFilter",e(264).CustomJSFilter),i("Filter",e(191).Filter),i("GroupFilter",e(265).GroupFilter),i("IndexFilter",e(266).IndexFilter)},
+function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__="BooleanFilter",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},
+function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,"source",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__="CustomJSFilter",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,""]})))},
+function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__="GroupFilter",u.define((({String:n})=>({column_name:[n],group:[n]})))},
+function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__="IndexFilter",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},
+function _(e,a,l,i,t){i(),t("AnnularWedge",e(268).AnnularWedge),t("Annulus",e(269).Annulus),t("Arc",e(270).Arc),t("Bezier",e(271).Bezier),t("Circle",e(272).Circle),t("Ellipse",e(273).Ellipse),t("EllipseOval",e(274).EllipseOval),t("Glyph",e(179).Glyph),t("HArea",e(187).HArea),t("HBar",e(276).HBar),t("HexTile",e(278).HexTile),t("Image",e(279).Image),t("ImageRGBA",e(281).ImageRGBA),t("ImageURL",e(282).ImageURL),t("Line",e(177).Line),t("MultiLine",e(283).MultiLine),t("MultiPolygons",e(284).MultiPolygons),t("Oval",e(285).Oval),t("Patch",e(186).Patch),t("Patches",e(286).Patches),t("Quad",e(287).Quad),t("Quadratic",e(288).Quadratic),t("Ray",e(289).Ray),t("Rect",e(290).Rect),t("Scatter",e(291).Scatter),t("Segment",e(294).Segment),t("Spline",e(295).Spline),t("Step",e(297).Step),t("Text",e(298).Text),t("VArea",e(189).VArea),t("VBar",e(299).VBar),t("Wedge",e(300).Wedge)},
+function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,u.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x="anticlock"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__="AnnularWedgeView";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__="AnnularWedge",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,"anticlock"],inner_radius:[c.DistanceSpec,{field:"inner_radius"}],outer_radius:[c.DistanceSpec,{field:"outer_radius"}],start_angle:[c.AngleSpec,{field:"start_angle"}],end_angle:[c.AngleSpec,{field:"end_angle"}]})))},
+function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,o.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if("data"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__="AnnulusView";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__="Annulus",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:"inner_radius"}],outer_radius:[d.DistanceSpec,{field:"outer_radius"}]})))},
+function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d="anticlock"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__="ArcView";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__="Arc",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[u.DistanceSpec,{field:"radius"}],start_angle:[u.AngleSpec,{field:"start_angle"}],end_angle:[u.AngleSpec,{field:"end_angle"}]})))},
+function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__="BezierView";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__="Bezier",c.prototype.default_view=y,c.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx0:[l.XCoordinateSpec,{field:"cx0"}],cy0:[l.YCoordinateSpec,{field:"cy0"}],cx1:[l.XCoordinateSpec,{field:"cx1"}],cy1:[l.YCoordinateSpec,{field:"cy1"}]}))),c.mixins(r.LineVector)},
+function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure("max_size",{value:i})}_map_data(){if(this.use_radius)if("data"==this.model.properties.radius.units)switch(this.model.radius_dimension){case"x":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case"y":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case"max":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case"min":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&"data"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&"data"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&"data"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if("h"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&"data"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&"data"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__="CircleView";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__="Circle",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number:s})=>({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,"x"],hit_dilation:[s,1]})))},
+function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__="EllipseView";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__="Ellipse",p.prototype.default_view=a},
+function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){"data"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"):this.sw=(0,l.to_screen)(this.width),"data"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);"data"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),"data"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__="EllipseOvalView";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__="EllipseOval"},
+function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return"data"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return"data"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__="CenterRotatableView";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__="CenterRotatable",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:"width"}],height:[_.DistanceSpec,{field:"height"}]})))},
+function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__="HBarView";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__="HBar",a.prototype.default_view=l,a.define((({})=>({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:"y"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:"right"}]})))},
+function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case"top_left":return{x:r,y:n};case"top":case"top_center":return{x:(r+i)/2,y:n};case"top_right":return{x:i,y:n};case"bottom_left":return{x:r,y:a};case"bottom":case"bottom_center":return{x:(r+i)/2,y:a};case"bottom_right":return{x:i,y:a};case"left":case"center_left":return{x:r,y:(n+a)/2};case"center":case"center_center":return{x:(r+i)/2,y:(n+a)/2};case"right":case"center_right":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if("v"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__="BoxView";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__="Box",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},
+function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{HexTileGL:s}=await Promise.resolve().then((()=>(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if("pointytop"==e)for(let e=0;e<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;"flattop"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if("pointytop"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if("v"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__="HexTileView";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__="HexTile",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number:e})=>({r:[c.NumberSpec,{field:"r"}],q:[c.NumberSpec,{field:"q"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,"pointytop"]}))),a.override({line_color:null})},
+function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__="ImageView";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__="Image",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:["#000000","#252525","#525252","#737373","#969696","#bdbdbd","#d9d9d9","#f0f0f0","#ffffff"]})]})))},
+function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,"expected a 2D array"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement("canvas");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext("2d"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){"data"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,"edge",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),"data"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,"edge",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__="ImageBaseView";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__="ImageBase",n.define((({Boolean:e})=>({image:[d.NDArraySpec,{field:"image"}],dw:[d.DistanceSpec,{field:"dw"}],dh:[d.DistanceSpec,{field:"dh"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},
+function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__="ImageRGBAView";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__="ImageRGBA",n.prototype.default_view=i},
+function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a="data"==this.model.properties.w.units,i="data"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case"top_left":case"bottom_left":case"left":case"center_left":return[e,e+t];case"top":case"top_center":case"bottom":case"bottom_center":case"center":case"center_center":return[e-t/2,e+t/2];case"top_right":case"bottom_right":case"right":case"center_right":return[e-t,e]}}function g(e,t){switch(h){case"top_left":case"top":case"top_center":case"top_right":return[e,e-t];case"bottom_left":case"bottom":case"bottom_center":case"bottom_right":return[e+t,e];case"left":case"center_left":case"center":case"center_center":case"right":case"center_right":return[e+t/2,e-t/2]}}if(a)for(let e=0;e<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){"data"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,"edge",this.model.dilate):this.sw=(0,c.to_screen)(this.w),"data"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,"edge",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case"top_left":return[t,s];case"top":case"top_center":return[t-r/2,s];case"top_right":return[t-r,s];case"right":case"center_right":return[t-r,s-a/2];case"bottom_right":return[t-r,s-a];case"bottom":case"bottom_center":return[t-r/2,s-a];case"bottom_left":return[t,s-a];case"left":case"center_left":return[t,s-a/2];case"center":case"center_center":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__="ImageURLView";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__="ImageURL",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({url:[h.StringSpec,{field:"url"}],anchor:[_.Anchor,"top_left"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},
+function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;"v"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__="MultiLineView";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__="MultiLine",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:"xs"}],ys:[h.YCoordinateSeqSpec,{field:"ys"}]}))),r.mixins(_.LineVector)},
+function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,"evenodd"),this.visuals.hatch.apply(t,s,"evenodd"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__="MultiPolygonsView";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__="MultiPolygons",r.prototype.default_view=p,r.define((({})=>({xs:[y.XCoordinateSeqSeqSeqSpec,{field:"xs"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:"ys"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},
+function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__="OvalView";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__="Oval",t.prototype.default_view=p},
+function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__="PatchesView";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__="Patches",a.prototype.default_view=f,a.define((({})=>({xs:[d.XCoordinateSeqSpec,{field:"xs"}],ys:[d.YCoordinateSeqSpec,{field:"ys"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},
+function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__="QuadView";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__="Quad",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:"right"}],bottom:[l.YCoordinateSpec,{field:"bottom"}],left:[l.XCoordinateSpec,{field:"left"}],top:[l.YCoordinateSpec,{field:"top"}]})))},
+function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__="QuadraticView";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__="Quadratic",o.prototype.default_view=y,o.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx:[l.XCoordinateSpec,{field:"cx"}],cy:[l.YCoordinateSpec,{field:"cy"}]}))),o.mixins(r.LineVector)},
+function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){"data"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__="RayView";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__="Ray",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},
+function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)"default"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if("data"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if("data"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,"edge",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__="RectView";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__="Rect",n.prototype.default_view=y,n.define((({Boolean:t})=>({dilate:[t,!1]})))},
+function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__="ScatterView";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__="Scatter",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:"circle"}]})))},
+function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if("h"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__="MarkerView";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__="Marker",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number:e})=>({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},
+function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},
+function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;"v"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&("h"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__="SegmentView";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__="Segment",o.prototype.default_view=y,o.define((({})=>({x0:[h.XCoordinateSpec,{field:"x0"}],y0:[h.YCoordinateSpec,{field:"y0"}],x1:[h.XCoordinateSpec,{field:"x1"}],y1:[h.YCoordinateSpec,{field:"y1"}]}))),o.mixins(c.LineVector)},
+function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__="SplineView";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__="Spline",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},
+function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},
+function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case"before":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case"after":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case"center":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__="StepView";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__="Step",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,"before"]})))},
+function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf("\n")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split("\n"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case"top":l=0;break;case"middle":l=-o/2+_/2;break;case"bottom":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__="TextView";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__="Text",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({text:[a.NullStringSpec,{field:"text"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},
+function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__="VBarView";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__="VBar",o.prototype.default_view=l,o.define((({})=>({x:[_.XCoordinateSpec,{field:"x"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:"top"}]})))},
+function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y="anticlock"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__="WedgeView";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__="Wedge",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[_.DistanceSpec,{field:"radius"}],start_angle:[_.AngleSpec,{field:"start_angle"}],end_angle:[_.AngleSpec,{field:"end_angle"}]})))},
+function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},
+function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__="GraphHitTestPolicy";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__="EdgesOnly";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__="NodesOnly";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];"selection"==d?n=e.selected.indices.map((t=>e.data.index[t])):"inspection"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__="NodesAndLinkedEdges";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];"selection"==d?n=t.selected.indices:"inspection"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__="EdgesAndLinkedNodes"},
+function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__="LayoutProvider";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__="GraphCoordinates",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__="NodeCoordinates";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__="EdgeCoordinates"},
+function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__="StaticLayoutProvider",o.define((({Number:t,Tuple:a,Dict:l})=>({graph_layout:[l(a(t,t)),{}]})))},
+function _(i,d,n,r,G){r(),G("Grid",i(306).Grid)},
+function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords("major",!1);for(let s=0;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords("major");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords("minor");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[1]&&(t=n[1]);else{[s,t]=n;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,t,r.min)[i],h=t.min,c=t.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;i<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__="GridView";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__="Grid",o.prototype.default_view=c,o.mixins([["grid_",l.Line],["minor_grid_",l.Line],["band_",l.Fill],["band_",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({bounds:[r(t(i,i),e),"auto"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:"underlay",band_fill_color:null,band_fill_alpha:0,grid_line_color:"#e5e5e5",minor_grid_line_color:null})},
+function _(o,a,x,B,e){B(),e("Box",o(308).Box),e("Column",o(310).Column),e("GridBox",o(311).GridBox),e("HTMLBox",o(312).HTMLBox),e("LayoutDOM",o(309).LayoutDOM),e("Panel",o(313).Panel),e("Row",o(314).Row),e("Spacer",o(315).Spacer),e("Tabs",o(316).Tabs),e("WidgetBox",o(319).WidgetBox)},
+function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__="BoxView";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__="Box",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},
+function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if("px"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?"relative":"absolute",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener("resize",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener("resize",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):"",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?"block":"none";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?"fixed":"fit"}_height_policy(){return null!=this.model.height?"fixed":"fit"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;"auto"==t&&(t=this._width_policy()),"auto"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if("fixed"==s)t=i="fixed";else if("stretch_both"==s)t=i="max";else if("stretch_width"==s)t="max";else if("stretch_height"==s)i="max";else switch(null==e&&(e="auto"),s){case"scale_width":t="max",i="min";break;case"scale_height":t="min",i="max";break;case"scale_both":t="max",i="max"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),"auto"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e="png"==t?"canvas":"svg",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__="LayoutDOMView";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__="LayoutDOM",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),"auto"],height_policy:[r(m.SizingPolicy,o),"auto"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),"start"],background:[c(l),null],css_classes:[n(s),[]]}}))},
+function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__="ColumnView";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__="Column",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,"auto"]})))},
+function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__="GridBoxView";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__="GridBox",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,"auto"],cols:[s,"auto"],spacing:[a(t,i(t,t)),0]})))},
+function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__="HTMLBoxView";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__="HTMLBox"},
+function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__="Panel",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,""],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},
+function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__="RowView";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__="Row",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,"auto"]})))},
+function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__="SpacerView";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__="Spacer",o.prototype.default_view=u},
+function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t="above"==e||"below"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:"fit",height_policy:"fixed"}):this.header.set_sizing({width_policy:"fixed",height_policy:"fit"});let l=1,h=1;switch(e){case"above":l-=1;break;case"below":l+=1;break;case"left":h-=1;break;case"right":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position="absolute",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t="above"==e||"below"==e,s=(0,d.size)(this.scroll_el),i=(0,d.scroll_size)(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth="",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight="",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener("click",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=(0,d.div)({class:m.close});e.addEventListener("click",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:""},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener("click",(()=>this.do_scroll("left"))),this.right_el.addEventListener("click",(()=>this.do_scroll("right"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;"left"==e?this._scroll_index-=1:"right"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute("disabled",""):this.left_el.removeAttribute("disabled"),this._scroll_index==t-1?this.right_el.setAttribute("disabled",""):this.right_el.removeAttribute("disabled");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if("above"==i||"below"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__="TabsView";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__="Tabs",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,"above"],active:[e,0]})))},
+function _(e,r,b,o,t){o(),b.root="bk-root",b.tabs_header="bk-tabs-header",b.btn_group="bk-btn-group",b.btn="bk-btn",b.headers_wrapper="bk-headers-wrapper",b.above="bk-above",b.right="bk-right",b.below="bk-below",b.left="bk-left",b.headers="bk-headers",b.tab="bk-tab",b.active="bk-active",b.close="bk-close",b.disabled="bk-disabled",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="gray" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="gray" stroke-width="2"/>      </svg>\');}.bk-root .bk-close:hover{background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="red" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="red" stroke-width="2"/>      </svg>\');}'},
+function _(o,b,r,t,e){t(),r.root="bk-root",r.btn="bk-btn",r.active="bk-active",r.btn_default="bk-btn-default",r.btn_primary="bk-btn-primary",r.btn_success="bk-btn-success",r.btn_warning="bk-btn-warning",r.btn_danger="bk-btn-danger",r.btn_light="bk-btn-light",r.btn_group="bk-btn-group",r.vertical="bk-vertical",r.horizontal="bk-horizontal",r.dropdown_toggle="bk-dropdown-toggle",r.default=".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}"},
+function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__="WidgetBoxView";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__="WidgetBox",i.prototype.default_view=d},
+function _(t,a,i,e,M){e();var T=t(135);M("MathText",T.MathText),M("Ascii",T.Ascii),M("MathML",T.MathML),M("TeX",T.TeX),M("PlainText",t(139).PlainText)},
+function _(r,o,t,e,n){e(),n("CustomJSTransform",r(322).CustomJSTransform),n("Dodge",r(323).Dodge),n("Interpolator",r(325).Interpolator),n("Jitter",r(326).Jitter),n("LinearInterpolator",r(327).LinearInterpolator),n("StepInterpolator",r(328).StepInterpolator),n("Transform",r(56).Transform)},
+function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform("x",this.func)}get vector_transform(){return this._make_transform("xs",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__="CustomJSTransform",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,""],v_func:[t,""]})))},
+function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__="Dodge",t.define((({Number:e})=>({value:[e,0]})))},
+function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__="RangeTransform",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},
+function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error("The x parameter does not correspond to a valid column name defined in the data parameter");if(!(0,l.includes)(t,this.y))throw new Error("The y parameter does not correspond to a valid column name defined in the data parameter");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error("parameters 'x' and 'y' must be both either string fields or arrays");e=this.x,r=this.y}if(e.length!==r.length)throw new Error("The length for x and y do not match");if(e.length<2)throw new Error("x and y must have at least two elements to support interpolation");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__="Interpolator",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},
+function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case"uniform":return this.mean+(f.random()-.5)*this.width;case"normal":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__="Jitter",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,"uniform"]})))},
+function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__="LinearInterpolator"},
+function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case"after":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case"before":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case"center":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__="StepInterpolator",_.define((()=>({mode:[n.StepMode,"after"]})))},
+function _(p,o,t,a,n){a(),n("MapOptions",p(330).MapOptions),n("GMapOptions",p(330).GMapOptions),n("GMapPlot",p(330).GMapPlot),n("Plot",p(331).Plot)},
+function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a("GMapPlotView",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__="MapOptions",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__="GMapOptions",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,"roadmap"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__="GMapPlot",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,"weekly"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},
+function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i("PlotView",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,"reset");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t="center"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__="Plot",a.prototype.default_view=P.PlotView,a.mixins([["outline_",s.Line],["background_",s.Fill],["border_",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),"right"],toolbar_sticky:[e,!0],plot_width:[l.Alias("width")],plot_height:[l.Alias("height")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),"",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),"above"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,"canvas"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,"standard"]}))),a.override({width:600,height:600,outline_line_color:"#e5e5e5",border_fill_color:"#ffffff",background_fill_color:"#ffffff"})},
+function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error("wasn't paused");this._is_paused-=1,0!=this._is_paused||e||this.request_paint("everything")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint("everything")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if("everything"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint("everything")}reset(){"standard"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),g.logger.debug("PlotView initialized")}_width_policy(){return null==this.model.frame_width?super._width_policy():"min"}_height_policy(){return null==this.model.frame_height?super._height_policy():"min"}_update_layout(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case"above":return n;case"below":return o;case"left":return l;case"right":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]="above"==v||"below"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i="above"==e||"below"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?"width_policy":"height_policy";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:"min"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:"max",height_policy:"min"})):(n=new k.Column(t),n.set_sizing({width_policy:"min",height_policy:"max"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:"fixed",width:P}:{width_policy:"fit"}),null!=j?{height_policy:"fixed",height:j}:{height_policy:"fit"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m("above",n)),V.children=m("below",o),S.children=(0,w.reversed)(m("left",l)),O.children=m("right",r),R.set_sizing({width_policy:"fit",height_policy:"min"}),V.set_sizing({width_policy:"fit",height_policy:"min"}),S.set_sizing({width_policy:"min",height_policy:"fit"}),O.set_sizing({width_policy:"min",height_policy:"fit"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint("everything"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e<this.model.lod_interval?setTimeout((()=>{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint("everything")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if("overlay"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,"image",a,!0),this._paint_levels(n.ctx,"underlay",a,!0),this._paint_levels(n.ctx,"glyph",a,!0),this._paint_levels(n.ctx,"guide",a,!1),this._paint_levels(n.ctx,"annotation",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,"overlay",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle="blue",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i="png"==e?"canvas":"svg",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,["children"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__="PlotView"},
+function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},
+function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn("Follow enabled so bounds are unset.");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn("could not set initial ranges"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&"auto"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&"auto"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__="RangeManager"},
+function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,"state_changed"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.index<this.history.length-1}}s.StateManager=a,a.__name__="StateManager"},
+function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},"gmaps_ready");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t="https://developers.google.com/maps/documentation/javascript/get-api-key";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if("undefined"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement("script");o.type="text/javascript",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint("everything")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:"absolute"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,"idle",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,"bounds_changed",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,"tilesloaded",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center("lat"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center("lng"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center("lat"),this._update_center("lng"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&"undefined"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__="GMapPlotView"},
+function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},
+function _(e,r,d,n,R){n(),R("GlyphRenderer",e(175).GlyphRenderer),R("GraphRenderer",e(339).GraphRenderer),R("GuideRenderer",e(129).GuideRenderer);var G=e(41);R("Renderer",G.Renderer),R("RendererGroup",G.RendererGroup)},
+function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__="GraphRendererView";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__="GraphRenderer",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},
+function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c("Selection",e(72).Selection)},
+function _(a,e,S,o,r){o(),r("ServerSentDataSource",a(342).ServerSentDataSource),r("AjaxDataSource",a(344).AjaxDataSource),r("ColumnDataSource",a(75).ColumnDataSource),r("ColumnarDataSource",a(70).ColumnarDataSource),r("CDSView",a(190).CDSView),r("DataSource",a(71).DataSource),r("GeoJSONDataSource",a(345).GeoJSONDataSource),r("WebDataSource",a(343).WebDataSource)},
+function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__="ServerSentDataSource"},
+function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case"replace":this.data=r;break;case"append":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__="WebDataSource",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,"replace"],adapter:[n(e),null],data_url:[a]})))},
+function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener("load",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener("error",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader("Content-Type",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.entries)(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__="AjaxDataSource",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,"application/json"],http_headers:[s(i),{}],method:[o.HTTPMethod,"POST"],if_modified:[t,!1]})))},
+function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.range)(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case"Point":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=_(s);break}case"LineString":{const{coordinates:r}=e;for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"Polygon":{e.coordinates.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used.");const r=e.coordinates[0];for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPoint":i.logger.warn("MultiPoint not supported in Bokeh");break;case"MultiLineString":{const n=e.coordinates.reduce(r);for(let e=0;e<n.length;e++){const[r,s,a]=n[e];t.xs[o][e]=r,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPolygon":{const n=[];for(const t of e.coordinates)t.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used."),n.push(t[0]);const s=n.reduce(r);for(let e=0;e<s.length;e++){const[r,n,a]=s[e];t.xs[o][e]=r,t.ys[o][e]=n,t.zs[o][e]=_(a)}break}default:throw new Error(`Invalid GeoJSON geometry type: ${e.type}`)}}geojson_to_column_data(){const e=JSON.parse(this.geojson);let t;switch(e.type){case"GeometryCollection":if(null==e.geometries)throw new Error("No geometries found in GeometryCollection");if(0===e.geometries.length)throw new Error("geojson.geometries must have one or more items");t=e.geometries;break;case"FeatureCollection":if(null==e.features)throw new Error("No features found in FeaturesCollection");if(0==e.features.length)throw new Error("geojson.features must have one or more items");t=e.features;break;default:throw new Error("Bokeh only supports type GeometryCollection and FeatureCollection at top level")}let o=0;for(const e of t){const t="Feature"===e.type?e.geometry:e;"GeometryCollection"==t.type?o+=t.geometries.length:o+=1}const r={x:this._get_new_nan_array(o),y:this._get_new_nan_array(o),z:this._get_new_nan_array(o),xs:this._get_new_list_array(o),ys:this._get_new_list_array(o),zs:this._get_new_list_array(o)};let n=0;for(const e of t){const t="Feature"==e.type?e.geometry:e;if("GeometryCollection"==t.type)for(const s of t.geometries)this._add_geometry(s,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1;else this._add_geometry(t,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1}return r}}o.GeoJSONDataSource=u,s=u,u.__name__="GeoJSONDataSource",s.define((({String:e})=>({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},
+function _(e,r,T,o,S){o(),S("BBoxTileSource",e(347).BBoxTileSource),S("MercatorTileSource",e(348).MercatorTileSource),S("QUADKEYTileSource",e(351).QUADKEYTileSource),S("TileRenderer",e(352).TileRenderer),S("TileSource",e(349).TileSource),S("TMSTileSource",e(355).TMSTileSource),S("WMTSTileSource",e(353).WMTSTileSource)},
+function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace("{XMIN}",i.toString()).replace("{YMIN}",s.toString()).replace("{XMAX}",l.toString()).replace("{YMAX}",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__="BBoxTileSource",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},
+function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)<Math.abs(t-r)?e:t}));return this._resolutions.indexOf(o)}snap_to_zoom_level(t,e,i,_){const[s,r,o,n]=t,l=this._resolutions[_];let u=i*l,a=e*l;if(!this.snap_to_zoom){const t=(o-s)/u,e=(n-r)/a;t>e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<<i)-e]}meters_to_tile(t,e,i){const[_,s]=this.meters_to_pixels(t,e,i);return this.pixels_to_tile(_,s)}get_tile_meter_bounds(t,e,i){const[_,s]=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),[r,o]=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[_,s,r,o]}get_tile_geographic_bounds(t,e,i){const _=this.get_tile_meter_bounds(t,e,i),[s,r,o,n]=(0,l.meters_extent_to_geographic)(_);return[s,r,o,n]}get_tiles_by_extent(t,e,i=1){const[_,s,r,o]=t;let[n,l]=this.meters_to_tile(_,s,e),[u,a]=this.meters_to_tile(r,o,e);n-=i,l-=i,u+=i,a+=i;const h=[];for(let t=a;t>=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<<s-1;switch(t.charAt(_-s)){case"0":continue;case"1":e|=r;break;case"2":i|=r;break;case"3":e|=r,i|=r;break;default:throw new TypeError(`Invalid Quadkey: ${t}`)}}return[e,i,_]}tile_xyz_to_quadkey(t,e,i){let _="";for(let s=i;s>0;s--){const i=1<<s-1;let r=0;0!=(t&i)&&(r+=1),0!=(e&i)&&(r+=2),_+=r.toString()}return _}children_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=[];for(let t=0;t<=3;t++){const[e,i,r]=this.quadkey_to_tile_xyz(_+t.toString()),o=this.get_tile_meter_bounds(e,i,r);s.push([e,i,r,o])}return s}get_closest_parent_by_tile_xyz(t,e,i){const _=this.calculate_world_x_by_tile_xyz(t,e,i);[t,e,i]=this.normalize_xyz(t,e,i);let s=this.tile_xyz_to_quadkey(t,e,i);for(;s.length>0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__="MercatorTileSource",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},
+function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace("{x}","{X}").replace("{y}","{Y}").replace("{z}","{Z}").replace("{q}","{Q}").replace("{xmin}","{XMIN}").replace("{ymin}","{YMIN}").replace("{xmax}","{XMAX}").replace("{ymax}","{YMAX}");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(":").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",t.toString()).replace("{Z}",r.toString())}}r.TileSource=c,l=c,c.__name__="TileSource",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,""],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,""],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},
+function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},
+function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace("{Q}",i)}}r.QUADKEYTileSource=c,c.__name__="QUADKEYTileSource"},
+function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.isString)(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=(0,d.div)({class:p.tile_attribution,style:{position:"absolute",right:`${s}px`,bottom:`${_}px`,"max-width":n-4+"px",padding:"2px","background-color":"rgba(255,255,255,0.5)","font-size":"9px","line-height":"1.05","white-space":"nowrap",overflow:"hidden","text-overflow":"ellipsis"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\s*\n\s*/g," ")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const n=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0==this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);e<i;e++){const[i,s,_]=n[e],a=this.model.tile_source.children_by_tile_xyz(i,s,_);for(const e of a){const[i,s,_,n]=e;t.tiles.has(t.tile_xyz_to_key(i,s,_))||this._create_tile(i,s,_,n,!0)}}}_fetch_tiles(t){for(const e of t){const[t,i,s,_]=e;this._create_tile(t,i,s,_)}}_update(){const{tile_source:t}=this.model,{min_zoom:e}=t,{max_zoom:i}=t;let s=this.get_extent();const _=this.extent[2]-this.extent[0]<s[2]-s[0],n=this.map_frame.bbox.height,a=this.map_frame.bbox.width;let o=t.get_level_by_extent(s,n,a),r=!1;o<e?(s=this.extent,o=e,r=!0):o>i&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__="TileRendererView";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__="TileRenderer",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:"image"})},
+function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace("{X}",s.toString()).replace("{Y}",c.toString()).replace("{Z}",i.toString())}}r.WMTSTileSource=i,i.__name__="WMTSTileSource"},
+function _(t,o,i,b,r){b(),i.root="bk-root",i.tile_attribution="bk-tile-attribution",i.default=".bk-root .bk-tile-attribution a{color:black;}"},
+function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",r.toString()).replace("{Z}",t.toString())}}t.TMSTileSource=l,l.__name__="TMSTileSource"},
+function _(e,t,u,a,r){a(),r("CanvasTexture",e(357).CanvasTexture),r("ImageURLTexture",e(359).ImageURLTexture),r("Texture",e(358).Texture)},
+function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function("ctx","color","scale","weight",t)}get_pattern(t,e,n){const c=document.createElement("canvas");c.width=e,c.height=e;const s=c.getContext("2d");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__="CanvasTexture",r.define((({String:t})=>({code:[t]})))},
+function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__="Texture",i.define((()=>({repetition:[u.TextureRepetition,"repeat"]})))},
+function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__="ImageURLTexture",a.define((({String:e})=>({url:[e]})))},
+function _(o,l,T,e,t){e(),t("ActionTool",o(238).ActionTool),t("CustomAction",o(361).CustomAction),t("HelpTool",o(239).HelpTool),t("RedoTool",o(362).RedoTool),t("ResetTool",o(363).ResetTool),t("SaveTool",o(364).SaveTool),t("UndoTool",o(365).UndoTool),t("ZoomInTool",o(366).ZoomInTool),t("ZoomOutTool",o(369).ZoomOutTool),t("ButtonTool",o(224).ButtonTool),t("EditTool",o(370).EditTool),t("BoxEditTool",o(371).BoxEditTool),t("FreehandDrawTool",o(372).FreehandDrawTool),t("PointDrawTool",o(373).PointDrawTool),t("PolyDrawTool",o(374).PolyDrawTool),t("PolyTool",o(375).PolyTool),t("PolyEditTool",o(376).PolyEditTool),t("BoxSelectTool",o(377).BoxSelectTool),t("BoxZoomTool",o(379).BoxZoomTool),t("GestureTool",o(223).GestureTool),t("LassoSelectTool",o(380).LassoSelectTool),t("LineEditTool",o(382).LineEditTool),t("PanTool",o(384).PanTool),t("PolySelectTool",o(381).PolySelectTool),t("RangeTool",o(385).RangeTool),t("SelectTool",o(378).SelectTool),t("TapTool",o(386).TapTool),t("WheelPanTool",o(387).WheelPanTool),t("WheelZoomTool",o(388).WheelZoomTool),t("CrosshairTool",o(389).CrosshairTool),t("CustomJSHover",o(390).CustomJSHover),t("HoverTool",o(391).HoverTool),t("InspectTool",o(232).InspectTool),t("Tool",o(222).Tool),t("ToolProxy",o(394).ToolProxy),t("Toolbar",o(221).Toolbar),t("ToolbarBase",o(233).ToolbarBase),t("ProxyToolbar",o(395).ProxyToolbar),t("ToolbarBox",o(395).ToolbarBox)},
+function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat("bk-toolbar-button-custom-action")}}e.CustomActionButtonView=u,u.__name__="CustomActionButtonView";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__="CustomActionView";class a extends i.ActionTool{constructor(t){super(t),this.tool_name="Custom Action",this.button_view=u}}e.CustomAction=a,c=a,a.__name__="CustomAction",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:"Perform a Custom Action"})},
+function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__="RedoToolView";class a extends l.ActionTool{constructor(e){super(e),this.tool_name="Redo",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__="RedoTool",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias("redo",(()=>new a))},
+function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__="ResetToolView";class r extends n.ActionTool{constructor(e){super(e),this.tool_name="Reset",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__="ResetTool",_.prototype.default_view=c,_.register_alias("reset",(()=>new r))},
+function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(e)});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement("a");t.href=URL.createObjectURL(o),t.download=e,t.target="_blank",t.dispatchEvent(new MouseEvent("click"))}doit(e="save"){switch(e){case"save":this.save("bokeh_plot");break;case"copy":this.copy()}}}t.SaveToolView=l,l.__name__="SaveToolView";class r extends c.ActionTool{constructor(e){super(e),this.tool_name="Save",this.icon=n.tool_icon_save}get menu(){return[{icon:"bk-tool-icon-copy-to-clipboard",tooltip:"Copy image to clipboard",if:()=>"undefined"!=typeof ClipboardItem,handler:()=>{this.do.emit("copy")}}]}}t.SaveTool=r,s=r,r.__name__="SaveTool",s.prototype.default_view=l,s.register_alias("save",(()=>new r))},
+function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__="UndoToolView";class a extends l.ActionTool{constructor(o){super(o),this.tool_name="Undo",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__="UndoTool",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias("undo",(()=>new a))},
+function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__="ZoomInToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name="Zoom In",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__="ZoomInTool",t.prototype.default_view=a,t.register_alias("zoom_in",(()=>new l({dimensions:"both"}))),t.register_alias("xzoom_in",(()=>new l({dimensions:"width"}))),t.register_alias("yzoom_in",(()=>new l({dimensions:"height"})))},
+function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i="width"==e||"both"==e,s="height"==e||"both"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push("zoom_out",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__="ZoomBaseToolView";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__="ZoomBaseTool",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,"both"]})))},
+function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},
+function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__="ZoomOutToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name="Zoom Out",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__="ZoomOutTool",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias("zoom_out",(()=>new l({dimensions:"both"}))),n.register_alias("xzoom_out",(()=>new l({dimensions:"width"}))),n.register_alias("yzoom_out",(()=>new l({dimensions:"height"})))},
+function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,a.unreachable)():"replace"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e<s.length;e++){const t=s[e];o.splice(t-e,1)}}this._emit_cds_changes(t)}_pop_glyphs(e,t){const s=e.columns();if(t&&s.length)for(const o of s){let s=e.get_array(o);const n=s.length-t+1;n<1||((0,c.isArray)(s)||(s=Array.from(s),e.data[o]=s),s.splice(0,n))}}_emit_cds_changes(e,t=!0,s=!0,o=!0){s&&e.selection_manager.clear(),t&&e.change.emit(),o&&(e.data=e.data,e.properties.data.change.emit())}_drag_points(e,t,s="both"){if(null==this._basepoint)return;const[o,n]=this._basepoint;for(const r of t){const t=this._map_drag(o,n,r),i=this._map_drag(e.sx,e.sy,r);if(null==i||null==t)continue;const[c,a]=i,[_,l]=t,[d,u]=[c-_,a-l],h=r.glyph,m=r.data_source,[p,f]=[h.x.field,h.y.field];for(const e of m.selected.indices)!p||"width"!=s&&"both"!=s||(m.data[p][e]+=d),!f||"height"!=s&&"both"!=s||(m.data[f][e]+=u);m.change.emit()}this._basepoint=[e.sx,e.sy]}_pad_empty_columns(e,t){for(const s of e.columns())(0,i.includes)(t,s)||e.get_array(s).push(this.model.empty_value)}_select_event(e,t,s){const o=this.plot_view.frame,{sx:n,sy:r}=e;if(!o.bbox.contains(n,r))return[];const i={type:"point",sx:n,sy:r},c=[];for(const e of s){const s=e.get_selection_manager(),o=e.data_source,n=this.plot_view.renderer_view(e);if(null!=n){s.select([n],i,!0,t)&&c.push(e),o.properties.selected.change.emit()}}return c}}s.EditToolView=d,d.__name__="EditToolView";class u extends l.GestureTool{constructor(e){super(e)}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=u,r=u,u.__name__="EditTool",r.define((({Unknown:e,String:t,Array:s,Ref:o,Nullable:n})=>({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},
+function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,"append",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__="BoxEditToolView";class h extends d.EditTool{constructor(e){super(e),this.tool_name="Box Edit Tool",this.icon=l.tool_icon_box_edit,this.event_type=["tap","pan","move"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__="BoxEditTool",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,"both"],num_objects:[e,0]})))},
+function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if("new"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if("add"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,"new")}_pan(e){this._draw(e,"add")}_pan_end(e){this._draw(e,"add",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__="FreehandDrawToolView";class h extends n.EditTool{constructor(e){super(e),this.tool_name="Freehand Draw Tool",this.icon=i.tool_icon_freehand_draw,this.event_type=["pan","tap"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__="FreehandDrawTool",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias("freehand_draw",(()=>new h))},
+function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__="PointDrawToolView";class l extends _.EditTool{constructor(e){super(e),this.tool_name="Point Draw Tool",this.icon=r.tool_icon_point_draw,this.event_type=["tap","pan","move"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__="PointDrawTool",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},
+function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,"add",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if("new"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if("edit"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if("add"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;s<this.model.renderers.length;s++){const i=this.model.renderers[s],a=i.data_source,r=i.glyph,[o,n]=[r.xs.field,r.ys.field];if(o)for(const t of a.get_array(o))e.push(...t);if(n)for(const e of a.get_array(n))t.push(...e);this._drawing&&s==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}_doubletap(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,"edit",!0)):(this._drawing=!0,this._draw(e,"new",!0)))}_move(e){this._drawing&&this._draw(e,"edit")}_remove(){const e=this.model.renderers[0],t=e.data_source,s=e.glyph,[i,a]=[s.xs.field,s.ys.field];if(i){const e=t.data[i].length-1,s=t.get_array(i)[e];s.splice(s.length-1,1)}if(a){const e=t.data[a].length-1,s=t.get_array(a)[e];s.splice(s.length-1,1)}this._emit_cds_changes(t)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===o.Keys.Backspace?this._delete_selected(t):e.keyCode==o.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),t.data_source.selection_manager.clear())}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){if(null==this._basepoint||!this.model.drag)return;const[t,s]=this._basepoint;for(const i of this.model.renderers){const a=this._map_drag(t,s,i),r=this._map_drag(e.sx,e.sy,i);if(null==r||null==a)continue;const o=i.data_source,n=i.glyph,[d,_]=[n.xs.field,n.ys.field];if(!d&&!_)continue;const[h,l]=r,[c,g]=a,[f,p]=[h-c,l-g];for(const e of o.selected.indices){let t,s,i;d&&(s=o.data[d][e]),_?(i=o.data[_][e],t=i.length):t=s.length;for(let e=0;e<t;e++)s&&(s[e]+=f),i&&(i[e]+=p)}o.change.emit()}this._basepoint=[e.sx,e.sy]}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source);this._basepoint=null}}activate(){if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(const e of this.model.renderers){const t=e.data_source;t.connect(t.properties.data.change,(()=>this._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__="PolyDrawToolView";class l extends d.PolyTool{constructor(e){super(e),this.tool_name="Polygon Draw Tool",this.icon=_.tool_icon_poly_draw,this.event_type=["pan","tap","move"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__="PolyDrawTool",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},
+function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,"replace",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__="PolyToolView";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__="PolyTool",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},
+function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,"replace",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,"replace",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,"append",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=c,c.__name__="PolyEditToolView";class o extends l.PolyTool{constructor(e){super(e),this.tool_name="Poly Edit Tool",this.icon=a.tool_icon_poly_edit,this.event_type=["tap","pan","move"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__="PolyEditTool",_.prototype.default_view=c},
+function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if("center"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push("box_select",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l="replace"){const n={type:"rect",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__="BoxSelectToolView";const h=()=>new _.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends n.SelectTool{constructor(e){super(e),this.tool_name="Box Select",this.icon=r.tool_icon_box_select,this.event_type="pan",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__="BoxSelectTool",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,"both"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,"corner"]}))),l.register_alias("box_select",(()=>new m)),l.register_alias("xbox_select",(()=>new m({dimensions:"width"}))),l.register_alias("ybox_select",(()=>new m({dimensions:"height"})))},
+function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let r;switch(e.type){case"point":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"span":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"rect":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case"poly":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__="SelectToolView";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,"clear")}get menu(){return[{icon:"bk-tool-icon-replace-mode",tooltip:"Replace the current selection",active:()=>"replace"==this.mode,handler:()=>{this.mode="replace",this.active=!0}},{icon:"bk-tool-icon-append-mode",tooltip:"Append to the current selection (Shift)",active:()=>"append"==this.mode,handler:()=>{this.mode="append",this.active=!0}},{icon:"bk-tool-icon-intersect-mode",tooltip:"Intersect with the current selection (Ctrl)",active:()=>"intersect"==this.mode,handler:()=>{this.mode="intersect",this.active=!0}},{icon:"bk-tool-icon-subtract-mode",tooltip:"Subtract from the current selection (Shift+Ctrl)",active:()=>"subtract"==this.mode,handler:()=>{this.mode="subtract",this.active=!0}},null,{icon:"bk-tool-icon-clear-selection",tooltip:"Clear the current selection (Esc)",handler:()=>{this.clear.emit()}}]}}s.SelectTool=b,o=b,b.__name__="SelectTool",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),"auto"],names:[t(e),[]],mode:[_.SelectionMode,"replace"]})))},
+function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m<n&&(m=n)),l=Math.abs(p-m),t[1]<=o[1]?(b=t[1],d=t[1]+l/s,d>_&&(d=_)):(d=t[1],b=t[1]-l/s,b<a&&(b=a)),r=Math.abs(d-b),t[0]<=o[0]?p=t[0]+s*r:m=t[0]-s*r,[[m,p],[b,d]]}_compute_limits(t){const o=this.plot_view.frame,e=this.model.dimensions;let s,i,n=this._base_point;if("center"==this.model.origin){const[o,e]=n,[s,i]=t;n=[o-(s-o),e-(i-e)]}return this.model.match_aspect&&"both"==e?[s,i]=this._match_aspect(n,t,o):[s,i]=this.model._get_dim_limits(n,t,o,e),[s,i]}_pan_start(t){this._base_point=[t.sx,t.sy]}_pan(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this.model.overlay.update({left:e[0],right:e[1],top:s[0],bottom:s[1]})}_pan_end(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this._update(e,s),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.trigger_ranges_update_event()}_update([t,o],[e,s]){if(Math.abs(o-t)<=5||Math.abs(s-e)<=5)return;const{x_scales:i,y_scales:n}=this.plot_view.frame,_=new Map;for(const[e,s]of i){const[i,n]=s.r_invert(t,o);_.set(e,{start:i,end:n})}const a=new Map;for(const[t,o]of n){const[i,n]=o.r_invert(e,s);a.set(t,{start:i,end:n})}const l={xrs:_,yrs:a};this.plot_view.state.push("box_zoom",{range:l}),this.plot_view.update_range(l)}}e.BoxZoomToolView=h,h.__name__="BoxZoomToolView";const c=()=>new a.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends _.GestureTool{constructor(t){super(t),this.tool_name="Box Zoom",this.icon=r.tool_icon_box_zoom,this.event_type="pan",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__="BoxZoomTool",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,"both"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,"corner"]}))),n.register_alias("box_zoom",(()=>new m({dimensions:"both"}))),n.register_alias("xbox_zoom",(()=>new m({dimensions:"width"}))),n.register_alias("ybox_zoom",(()=>new m({dimensions:"height"})))},
+function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push("lasso_select",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:"poly",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__="LassoSelectToolView";class y extends i.SelectTool{constructor(s){super(s),this.tool_name="Lasso Select",this.icon=h.tool_icon_lasso_select,this.event_type="pan",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__="LassoSelectTool",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias("lasso_select",(()=>new y))},
+function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push("poly_select",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:"poly",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__="PolySelectToolView";s.DEFAULT_POLY_OVERLAY=()=>new _.PolyAnnotation({level:"overlay",xs_units:"screen",ys_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class d extends a.SelectTool{constructor(e){super(e),this.tool_name="Poly Select",this.icon=h.tool_icon_polygon_select,this.event_type="tap",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__="PolySelectTool",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias("poly_select",(()=>new d))},
+function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,"replace",[s]).length&&(this._selected_renderer=s)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,"append",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}s.LineEditToolView=l,l.__name__="LineEditToolView";class h extends d.LineTool{constructor(e){super(e),this.tool_name="Line Edit Tool",this.icon=o.tool_icon_line_edit,this.event_type=["tap","pan","move"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__="LineEditTool",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,"both"]})))},
+function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__="LineToolView";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__="LineTool",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},
+function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(n<t.start||n>t.end)&&(this.v_axis_only=!0),(e<s.start||e>s.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push("pan",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;"width"!=p&&"both"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),"height"!=p&&"both"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__="PanToolView";class p extends _.GestureTool{constructor(t){super(t),this.tool_name="Pan",this.event_type="pan",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__="PanTool",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,"both",{on_update(t,s){switch(t){case"both":s.icon=r.tool_icon_pan;break;case"width":s.icon=r.tool_icon_xpan;break;case"height":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias("pan",(()=>new p({dimensions:"both"}))),a.register_alias("xpan",(()=>new p({dimensions:"width"}))),a.register_alias("ypan",(()=>new p({dimensions:"height"})))},
+function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)<s}function c(e,t,i,s,n){let l=!0;if(null!=n.left&&null!=n.right){const t=i.invert(e);(t<n.left||t>n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(e<n.bottom||e>n.top)&&(l=!1)}return l}function g(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e<t.end?(t.start=e,i):(t.start=t.end,t.end=e,d(i))}function m(e,t,i,s){const[n,l]=t.r_compute(e.start,e.end),[a,r]=t.r_invert(n+i,l+i),o=g(e.start,e.end,s);g(a,r,s)>=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__="RangeToolView";const x=()=>new a.BoxAnnotation({level:"overlay",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name="Range Tool",this.icon=h.tool_icon_range,this.event_type="pan",this.default_order=1}initialize(){super.initialize(),this.overlay.in_cursor="grab",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?"ew-resize":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?"ns-resize":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn("RangeTool not configured with any Ranges.")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=w,l=w,w.__name__="RangeTool",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},
+function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){"tap"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){"doubletap"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:"point",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if("select"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push("tap",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__="TapToolView";class r extends a.SelectTool{constructor(e){super(e),this.tool_name="Tap",this.icon=c.tool_icon_tap_select,this.event_type="tap",this.default_order=10}}s.TapTool=r,l=r,r.__name__="TapTool",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,"select"],gesture:[t("tap","doubletap"),"tap"],callback:[s(e)]}))),l.register_alias("click",(()=>new r({behavior:"inspect"}))),l.register_alias("tap",(()=>new r)),l.register_alias("doubletap",(()=>new r({gesture:"doubletap"})))},
+function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case"height":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case"width":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push("wheel_pan",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__="WheelPanToolView";class d extends o.GestureTool{constructor(e){super(e),this.tool_name="Wheel Pan",this.icon=_.tool_icon_wheel_pan,this.event_type="scroll",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__="WheelPanTool",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,"width"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias("xwheel_pan",(()=>new d({dimension:"width"}))),a.register_alias("ywheel_pan",(()=>new d({dimension:"height"})))},
+function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:"wheel",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=("width"==h||"both"==h)&&s.start<n&&n<s.end,r=("height"==h||"both"==h)&&i.start<l&&l<i.end;if(!(a&&r||this.model.zoom_on_axis))return;const m=this.model.speed*e.delta,d=(0,_.scale_range)(t,m,a,r,{x:n,y:l});this.plot_view.state.push("wheel_zoom",{range:d});const{maintain_focus:c}=this.model;this.plot_view.update_range(d,{scrolling:!0,maintain_focus:c}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__="WheelZoomToolView";class d extends l.GestureTool{constructor(e){super(e),this.tool_name="Wheel Zoom",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?"pinch":"scroll",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__="WheelZoomTool",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,"both"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias("wheel_zoom",(()=>new d({dimensions:"both"}))),n.register_alias("xwheel_zoom",(()=>new d({dimensions:"width"}))),n.register_alias("ywheel_zoom",(()=>new d({dimensions:"height"})))},
+function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;"width"!=s&&"both"!=s||(this.model.spans.width.location=e),"height"!=s&&"both"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__="CrosshairToolView";class p extends l.InspectTool{constructor(i){super(i),this.tool_name="Crosshair",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__="CrosshairTool",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:"screen",level:"overlay",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,"both"],line_color:[s,"black"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,"width"),height:i(e,"height")})]}))),n.register_alias("crosshair",(()=>new p))})()},
+function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code("value","format","special_vars",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__="CustomJSHover",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if("span"==t.type)"h"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return a<c?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function H(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=G,n._line_hit=H;class z extends l.InspectToolView{initialize(){super.initialize(),this._ttmodels=new Map,this._ttviews=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._update_ttmodels();const{tooltips:e}=this.model;e instanceof V.Template&&(this._template_view=await(0,S.build_view)(e,{parent:this}),this._template_view.render())}remove(){var e;null===(e=this._template_view)||void 0===e||e.remove(),(0,S.remove_views)(this._ttviews),super.remove()}connect_signals(){super.connect_signals();const e=this.plot_model.properties.renderers,{renderers:t,tooltips:n}=this.model.properties;this.on_change(n,(()=>delete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if("mouse"==this.model.mode)n={type:"point",sx:e,sy:t};else{n={type:"span",direction:"vline"==this.model.mode?"h":"v",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if("point"!=t.type&&"span"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if("ignore"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case"interp":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case"prev":[[s,i],c]=H(C.sx,C.sy,n);break;case"next":[[s,i],c]=H(C.sx,C.sy,n+1);break;case"nearest":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case"interp":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case"prev":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case"next":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case"nearest":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error("shouldn't have happened")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if("snap_to_data"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point("center",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:"table",borderSpacing:"2px"}});for(const[n]of e){const e=(0,w.div)({style:{display:"table-row"}});t.appendChild(e);const s=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_label},0!=n.length?`${n}: `:"");e.appendChild(s);const i=(0,w.span)();i.dataset.value="";const o=(0,w.span)({class:M.tooltip_color_block}," ");o.dataset.swatch="",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll("[data-value]"),l=o.querySelectorAll("[data-swatch]"),a=/\$color(\[.*\])?:(\w*)/,c=/\$swatch:(\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e="",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf("hex")>=0,c=e.indexOf("swatch")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent="(null)";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace("$~","$data_"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__="HoverToolView";class P extends l.InspectTool{constructor(e){super(e),this.tool_name="Hover",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__="HoverTool",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[["index","$index"],["data (x, y)","($x, $y)"],["screen (x, y)","($sx, $sy)"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),"auto"],names:[s(n),[]],mode:[T.HoverMode,"mouse"],muted_policy:[T.MutedPolicy,"show"],point_policy:[T.PointPolicy,"snap_to_data"],line_policy:[T.LinePolicy,"nearest"],show_arrow:[t,!0],anchor:[T.Anchor,"center"],attachment:[T.TooltipAttachment,"horizontal"],callback:[d(e)]}))),r.register_alias("hover",(()=>new P))},
+function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a("Styles",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__="DOMNodeView";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__="DOMNode",z.__module__="bokeh.models.dom";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode("")}}s.TextView=P,P.__name__="TextView";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__="Text",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,""]})));class N extends C{}s.PlaceholderView=N,N.__name__="PlaceholderView",N.tag_name="span";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__="Placeholder",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__="IndexView";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__="Index",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__="ValueRefView";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__="ValueRef",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block}," "),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__="ColorRefView";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__="ColorRef",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,"-");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,"-");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__="DOMElementView";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__="DOMElement",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__="ActionView";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__="Action",H.__module__="bokeh.models.dom",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__="TemplateView",J.tag_name="div";class K extends q{}s.Template=K,u=K,K.__name__="Template",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__="SpanView",Q.tag_name="span";class U extends q{}s.Span=U,m=U,U.__name__="Span",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__="DivView",W.tag_name="div";class X extends q{}s.Div=X,w=X,X.__name__="Div",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__="TableView",Y.tag_name="table";class Z extends q{}s.Table=Z,f=Z,Z.__name__="Table",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__="TableRowView",ee.tag_name="tr";class te extends q{}s.TableRow=te,h=te,te.__name__="TableRow",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__="ToggleGroupView";class le extends H{constructor(e){super(e)}}s.ToggleGroup=le,x=le,le.__name__="ToggleGroup",x.prototype.default_view=ae,x.define((({Array:e,Ref:t})=>({groups:[e(t(se.RendererGroup)),[]]})))},
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+function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,"do")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__="ToolProxy",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},
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${e}`),e}}close(){this.closed_permanently||(r.logger.debug(`Permanently closing websocket connection ${this._number}`),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,`close method called on ClientConnection ${this._number}`),this.session._connection_closed())}_schedule_reconnect(e){setTimeout((()=>{this.closed_permanently||r.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)}),e)}send(e){if(null==this.socket)throw new Error(`not connected so cannot send ${e}`);e.send(this.socket)}async send_with_reply(e){const s=await new Promise(((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)}));if("ERROR"===s.msgtype())throw new Error(`Error reply ${s.content.text}`);return s}async _pull_doc_json(){const e=c.Message.create("PULL-DOC-REQ",{}),s=await this.send_with_reply(e);if(!("doc"in s.content))throw new Error("No 'doc' field in PULL-DOC-REPLY");return s.content.doc}async _repull_session_doc(e,s){var n;r.logger.debug(this.session?"Repulling session":"Pulling session for first time");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)r.logger.debug("Got new document after connection was already closed"),s(new Error("The connection has been closed"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create("PATCH-DOC",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug("Created a new session from new pulled doc"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug("Updated existing session with new pulled doc")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error("Got a message with no current handler set");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject("Disconnected"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s="Could not open websocket";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: ${e}`),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){"ACK"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol("First message was not an ACK")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):"PATCH-DOC"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=d,d.__name__="ClientConnection",n.pull_session=function(e,s,n){return new d(e,s,n).connect()}},
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+ * and/or other materials provided with the distribution.
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+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
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+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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object"),m(V,o,d),_(!V||V.renderbuffer&&36168===V.renderbuffer._renderbuffer.format,"invalid stencil attachment for framebuffer object"),m(I,o,d),_(!I||I.texture&&34041===I.texture._texture.format||I.renderbuffer&&34041===I.renderbuffer._renderbuffer.format,"invalid depth-stencil attachment for framebuffer object"),A(i),i.width=o,i.height=d,i.colorAttachments=F,i.depthAttachment=B,i.stencilAttachment=V,i.depthStencilAttachment=I,l.color=F.map(v),l.depth=v(B),l.stencil=v(V),l.depthStencil=v(I),l.width=i.width,l.height=i.height,S(i),l}return o.framebufferCount++,l(e,a),t(l,{resize:function(e,t){_(f.next!==i,"can not resize a framebuffer which is currently in use");var r=Math.max(0|e,1),n=Math.max(0|t||r,1);if(r===i.width&&n===i.height)return l;for(var a=i.colorAttachments,o=0;o<a.length;++o)g(a[o],r,n);return g(i.depthAttachment,r,n),g(i.stencilAttachment,r,n),g(i.depthStencilAttachment,r,n),i.width=l.width=r,i.height=l.height=n,S(i),l},_reglType:"framebuffer",_framebuffer:i,destroy:function(){k(i),A(i)},use:function(e){f.setFBO({framebuffer:l},e)}})}return t(f,{getFramebuffer:function(e){if("function"==typeof e&&"framebuffer"===e._reglType){var t=e._framebuffer;if(t instanceof w)return t}return null},create:O,createCube:function(e){var i=Array(6);function o(e){var n;_(i.indexOf(f.next)<0,"can not update framebuffer which is currently in use");var s,l={color:null},d=0,m=null,p="rgba",h="uint8",b=1;if("number"==typeof e)d=0|e;else if(e){_.type(e,"object","invalid arguments for framebuffer");var v=e;if("shape"in v){var g=v.shape;_(Array.isArray(g)&&g.length>=2,"invalid shape for framebuffer"),_(g[0]===g[1],"cube framebuffer must be square"),d=g[0]}else"radius"in v&&(d=0|v.radius),"width"in v?(d=0|v.width,"height"in v&&_(v.height===d,"must be square")):"height"in v&&(d=0|v.height);("color"in v||"colors"in v)&&(m=v.color||v.colors,Array.isArray(m)&&_(1===m.length||r.webgl_draw_buffers,"multiple render targets not supported")),m||("colorCount"in v&&(b=0|v.colorCount,_(b>0,"invalid color buffer count")),"colorType"in v&&(_.oneOf(v.colorType,c,"invalid color type"),h=v.colorType),"colorFormat"in v&&(p=v.colorFormat,_.oneOf(v.colorFormat,u,"invalid color format for texture"))),"depth"in v&&(l.depth=v.depth),"stencil"in v&&(l.stencil=v.stencil),"depthStencil"in v&&(l.depthStencil=v.depthStencil)}else d=1;if(m)if(Array.isArray(m))for(s=[],n=0;n<m.length;++n)s[n]=m[n];else s=[m];else{s=Array(b);var y={radius:d,format:p,type:h};for(n=0;n<b;++n)s[n]=a.createCube(y)}for(l.color=Array(s.length),n=0;n<s.length;++n){var x=s[n];_("function"==typeof x&&"textureCube"===x._reglType,"invalid cube map"),d=d||x.width,_(x.width===d&&x.height===d,"invalid cube map shape"),l.color[n]={target:xt,data:s[n]}}for(n=0;n<6;++n){for(var w=0;w<s.length;++w)l.color[w].target=xt+n;n>0&&(l.depth=i[0].depth,l.stencil=i[0].stencil,l.depthStencil=i[0].depthStencil),i[n]?i[n](l):i[n]=O(l)}return t(o,{width:d,height:d,color:s})}return o(e),t(o,{faces:i,resize:function(e){var t,r=0|e;if(_(r>0&&r<=n.maxCubeMapSize,"invalid radius for cube fbo"),r===o.width)return o;var a=o.color;for(t=0;t<a.length;++t)a[t].resize(r);for(t=0;t<6;++t)i[t].resize(r);return o.width=o.height=r,o},_reglType:"framebufferCube",destroy:function(){i.forEach((function(e){e.destroy()}))}})},clear:function(){H(x).forEach(k)},restore:function(){f.cur=null,f.next=null,f.dirty=!0,H(x).forEach((function(t){t.framebuffer=e.createFramebuffer(),S(t)}))}})}(a,d,y,S,O,l),T=un(a,c,d,y,x,w,0,E,{},A,k,g,v,m,n),z=Ct(a,E,T.procs.poll,v,i,d,y),F=T.next,V=a.canvas,I=[],P=[],N=[],q=[n.onDestroy],Q=null;function Y(){if(0===I.length)return m&&m.update(),void(Q=null);Q=j.next(Y),ye();for(var e=I.length-1;e>=0;--e){var t=I[e];t&&t(v,null,0)}a.flush(),m&&m.update()}function ce(){!Q&&I.length>0&&(Q=j.next(Y))}function le(){Q&&(j.cancel(Y),Q=null)}function de(e){e.preventDefault(),o=!0,le(),P.forEach((function(e){e()}))}function me(e){a.getError(),o=!1,f.restore(),k.restore(),x.restore(),S.restore(),O.restore(),E.restore(),A.restore(),m&&m.restore(),T.procs.refresh(),ce(),N.forEach((function(e){e()}))}function pe(e){function r(e,t){var r={},n={};return Object.keys(e).forEach((function(a){var i=e[a];if(D.isDynamic(i))n[a]=D.unbox(i,a);else{if(t&&Array.isArray(i))for(var o=0;o<i.length;++o)if(D.isDynamic(i[o]))return void(n[a]=D.unbox(i,a));r[a]=i}})),{dynamic:n,static:r}}_(!!e,"invalid args to regl({...})"),_.type(e,"object","invalid args to regl({...})");var n=r(e.context||{},!0),a=r(e.uniforms||{},!0),i=r(e.attributes||{},!1),f=r(function(e){var r=t({},e);function n(e){if(e in r){var t=r[e];delete r[e],Object.keys(t).forEach((function(n){r[e+"."+n]=t[n]}))}}return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,"stencil"in 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+413: function _(t,e,a,s,r){s();const n=t(414),_=t(9),o=t(12);class c{constructor(t){this._regl=t,this._map=new Map}_create_texture(t){const e=t.length;let a=0;const s=[];let r=0,_=0;for(let n=0;n<e;n++)a+=t[n],s.push(t[n]+t[(n+1)%e]),n%2==0?_=Math.max(_,t[n]):r=Math.min(r,-t[n]);r*=.5,_*=.5;const o=(0,n.gcd)(s),c=[0];for(let a=0;a<e;a++)c.push(c[a]+t[a]);const h=2*a/o,i=(0,n.is_pow_2)(h),l=i?h:128,g=.5*o*h/l;let p;if(i){if(p=.5*t[0],g<p){p-=Math.floor(p/g)*g}}else p=0;const u=p-.5*g,m=new Uint8Array(l);let f=0;for(let e=0;e<l;e++){const a=p+e*g;a>c[f+1]&&f++;const s=t[f],n=c[f]+.5*s;let o=.5*s-Math.abs(a-n);f%2==1&&(o=-o),m[e]=Math.round(255*(o-r)/(_-r))}return[[a,u,r,_],this._regl.texture({shape:[l,1,1],data:m,wrapS:"repeat",format:"alpha",type:"uint8",mag:"linear",min:"linear"})]}_get_key(t){return t.join(",")}_get_or_create(t){const e=this._get_key(t);let a=this._map.get(e);if(null==a){const s=(0,n.gcd)(t);if(s>1){t=(0,o.map)(t,(t=>t/s)),a=this._get_or_create(t);const[r,n,_]=a;a=[r,n,s],this._map.set(e,a)}else{const[r,n]=this._create_texture(t);a=[r,n,s],this._map.set(e,a)}}return a}get(t){return t.length%2==1&&(t=(0,_.concat)([t,t])),this._get_or_create(t)}}a.DashCache=c,c.__name__="DashCache"},
+414: function _(n,t,e,r,o){function u(n,t){let e,r;n>t?(e=n,r=t):(e=t,r=n);let o=e%r;for(;0!=o;)e=r,r=o,o=e%r;return r}r(),e.gcd=function(n){let t=n[0];for(let e=1;e<n.length;e++)t=u(t,n[e]);return t},e.is_pow_2=function(n){return!(n&n-1||!n)}},
+415: function _(n,t,e,_,i){_();e.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nattribute vec2 a_position;\nattribute vec2 a_point_prev;\nattribute vec2 a_point_start;\nattribute vec2 a_point_end;\nattribute vec2 a_point_next;\nattribute float a_show_prev;\nattribute float a_show_curr;\nattribute float a_show_next;\n#ifdef DASHED\nattribute float a_length_so_far;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform float u_miter_limit;\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;  // Booleans for start/end caps and miters too long.\nvarying float v_cos_theta_turn_right_start;  // Sign gives turn_right, abs gives\nvarying float v_cos_theta_turn_right_end;    //   cos(theta).\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nvec2 line_intersection(in vec2 point0, in vec2 dir0,\n                       in vec2 point1, in vec2 dir1)\n{\n    // Line-line intersection: point0 + lambda0 dir0 = point1 + lambda1 dir1.\n    // Not checking if lines are parallel!\n    float lambda0 = cross_z(point1 - point0, dir1) / cross_z(dir0, dir1);\n    return point0 + lambda0*dir0;\n}\n\nfloat sign_no_zero(in float x)\n{\n    return x >= 0.0 ? 1.0 : -1.0;\n}\n\nvoid main()\n{\n    if (a_show_curr < 0.5) {\n        // Line segment has non-finite value at one or both ends, do not render.\n        gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n        return;\n    }\n\n    const float min_miter_factor_round_join_mesh = sqrt(2.0);\n\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    vec2 segment_along = normalize(a_point_end - a_point_start); // unit vector.\n    v_segment_length = length(a_point_end - a_point_start);\n    vec2 segment_right = right_vector(segment_along);  // unit vector.\n    vec2 xy;\n\n    bool miter_too_large_start = false;\n    bool miter_too_large_end = false;\n\n    v_coords.y = a_position.y*halfwidth;  // Overwritten later for end points.\n\n    bool has_start_cap = a_show_prev < 0.5;\n    bool has_end_cap = a_show_next < 0.5;\n\n    vec2 point_normal_start;\n    float cos_theta_start;\n    float turn_right_start;\n    if (has_start_cap)\n        point_normal_start = segment_right;\n    else {\n        vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\n        point_normal_start = normalize(segment_right + prev_right);\n        cos_theta_start = dot(segment_right, point_normal_start);  // Always +ve\n        turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\n    }\n\n    vec2 point_normal_end;\n    float cos_theta_end;\n    float turn_right_end;\n    if (has_end_cap)\n        point_normal_end = segment_right;\n    else {\n        vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\n        point_normal_end = normalize(segment_right + next_right);\n        cos_theta_end = dot(segment_right, point_normal_end);  // Always +ve\n        turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\n    }\n\n    float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\n    float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\n    if (join_type == miter_join) {\n        // If miter too large, use bevel join instead.\n        miter_too_large_start = (miter_factor_start > u_miter_limit);\n        miter_too_large_end = (miter_factor_end > u_miter_limit);\n    }\n\n    float sign_at_start = -sign(a_position.x);  // +ve at segment start, -ve end.\n    vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\n    vec2 adjacent_point =\n        sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\n                            : (has_end_cap ? a_point_end : a_point_next);\n\n    if ( (has_start_cap && sign_at_start > 0.0) ||\n         (has_end_cap && sign_at_start < 0.0) ) {\n        // Cap.\n        xy = point - segment_right*(halfwidth*a_position.y);\n        if (cap_type == butt_cap)\n            xy -= sign_at_start*0.5*u_antialias*segment_along;\n        else\n            xy -= sign_at_start*halfwidth*segment_along;\n    }\n    else { // Join.\n        // +ve if turning to right, -ve if to left.\n        float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\n\n        vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\n        vec2 point_right = normalize(segment_right + adjacent_right);\n        float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\n        bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\n\n        if (abs(a_position.x) > 1.5) {\n            // Outer point, meets prev/next segment.\n            float factor;  // multiplied by halfwidth...\n\n            if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\n                factor = 1.0 / miter_factor;  // cos_theta.\n            else if (join_type == round_join &&\n                     miter_factor > min_miter_factor_round_join_mesh)\n                factor = 1.0;\n            else  // miter, or round (small angle only).\n                factor = miter_factor;\n\n            xy = point - point_right*(halfwidth*turn_sign*factor);\n            v_coords.y = turn_sign*halfwidth*factor / miter_factor;\n        }\n        else if (turn_sign*a_position.y < 0.0) {\n            // Inner point, meets prev/next segment.\n            float len = halfwidth*miter_factor;\n            float segment_len = v_segment_length;\n            float adjacent_len = distance(point, adjacent_point);\n\n            if (len <= min(segment_len, adjacent_len))\n                // Normal behaviour.\n                xy = point - point_right*(len*a_position.y);\n            else\n                // For short wide line segments the inner point using the above\n                // calculation can be outside of the line.  Here clipping it.\n                xy = point + segment_right*(halfwidth*turn_sign);\n        }\n        else {\n            // Point along outside edge.\n            xy = point - segment_right*(halfwidth*a_position.y);\n            if (join_type == round_join &&\n                miter_factor > min_miter_factor_round_join_mesh) {\n                xy = line_intersection(xy, segment_along,\n                                       point - turn_sign*point_right*halfwidth,\n                                       right_vector(point_right));\n            }\n        }\n    }\n\n    vec2 pos = xy + 0.5;  // Bokeh's offset.\n    pos /= u_canvas_size / u_pixel_ratio;  // in 0..1\n    gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n\n    v_coords.x = dot(xy - a_point_start, segment_along);\n    v_flags = float(int(has_start_cap) +\n                    2*int(has_end_cap) +\n                    4*int(miter_too_large_start) +\n                    8*int(miter_too_large_end));\n    v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\n    v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\n\n#ifdef DASHED\n    v_length_so_far = a_length_so_far;\n#endif\n}\n"},
+416: function _(n,t,a,i,e){i();a.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform vec4 u_line_color;\n#ifdef DASHED\nuniform sampler2D u_dash_tex;\nuniform vec4 u_dash_tex_info;\nuniform float u_dash_scale;\nuniform float u_dash_offset;\n#endif\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;\nvarying float v_cos_theta_turn_right_start;\nvarying float v_cos_theta_turn_right_end;\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\n{\n    // +ve if point to right of line.\n    // Alternatively could do dot product with right_vector.\n    return cross_z(point - start, end - start);\n}\n\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\n{\n    return point_line_side(point, start, end) / distance(start, end);\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\n{\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n    float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\n\n    // In v_coords reference frame (x is along segment, y across).\n    vec2 line_start = vec2(distance_along, halfwidth*turn_right);\n    float sin_alpha = cos_theta;\n    float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\n    vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\n\n    return halfwidth + sign_start*point_line_distance(\n        v_coords, line_start, line_start+line_along);\n}\n\nfloat cap(in int cap_type, in float x, in float y)\n{\n    // x is distance along segment in direction away from end of segment,\n    // y is distance across segment.\n    if (cap_type == butt_cap)\n        return max(0.5*u_linewidth - x, abs(y));\n    else if (cap_type == square_cap)\n        return max(-x, abs(y));\n    else  // cap_type == round_cap\n        return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\n}\n\nfloat distance_to_alpha(in float dist)\n{\n    return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\n                            0.5*(u_linewidth + u_antialias), dist);\n}\n\n#ifdef DASHED\nfloat dash_distance(in float x)\n{\n    // x is in direction of v_coords.x, i.e. along segment.\n    float tex_length = u_dash_tex_info.x;\n    float tex_offset = u_dash_tex_info.y;\n    float tex_dist_min = u_dash_tex_info.z;\n    float tex_dist_max = u_dash_tex_info.w;\n\n    // Apply offset.\n    x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\n\n    // Interpolate within texture to obtain distance to dash.\n    float dist = texture2D(u_dash_tex,\n                           vec2(x / (tex_length*u_dash_scale), 0.0)).a;\n\n    // Scale distance within min and max limits.\n    dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\n\n    return u_dash_scale*dist;\n}\n\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\n{\n    // Return clipped dash distance, sign_along is +1.0 if looking forward\n    // into next segment and -1.0 if looking backward into previous segment.\n    float half_antialias = 0.5*u_antialias;\n\n    if (sign_along*x > half_antialias) {\n        // Outside antialias region, use usual dash distance.\n        return dash_distance(offset + x);\n    }\n    else {\n        // Inside antialias region.\n        // Dash distance at edge of antialias region clipped to half_antialias.\n        float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\n\n        // Physical distance from dash distance at edge of antialias region.\n        return edge_dist + sign_along*x - half_antialias;\n    }\n}\n\nmat2 rotation_matrix(in float sign_start)\n{\n    // Rotation matrix for v_coords from this segment to prev or next segment.\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n\n    float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\n    float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\n    float sin_2theta = 2.0*sin_theta*cos_theta;\n    return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\n}\n#endif\n\nvoid main()\n{\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    float half_antialias = 0.5*u_antialias;\n\n    // Extract flags.\n    int flags = int(v_flags + 0.5);\n    bool miter_too_large_end = (flags / 8 > 0);\n    flags -= 8*int(miter_too_large_end);\n    bool miter_too_large_start = (flags / 4 > 0);\n    flags -= 4*int(miter_too_large_start);\n    bool has_end_cap = (flags / 2 > 0);\n    flags -= 2*int(has_end_cap);\n    bool has_start_cap = flags > 0;\n\n    float dist = v_coords.y;  // For straight segment, and miter join.\n\n    // Along-segment coords with respect to end of segment, +ve inside segment\n    // so equivalent to v_coords.x at start of segment.\n    float end_coords_x = v_segment_length - v_coords.x;\n\n    if (v_coords.x <= half_antialias) {\n        // At start of segment, either cap or join.\n        if (has_start_cap)\n            dist = cap(cap_type, v_coords.x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(0.0, 0.0));\n        else if (join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_start))\n            dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n    else if (end_coords_x <= half_antialias) {\n        // At end of segment, either cap or join.\n        if (has_end_cap)\n            dist = cap(cap_type, end_coords_x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(v_segment_length, 0));\n        else if ((join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_end)))\n            dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n\n    float alpha = distance_to_alpha(abs(dist));\n\n#ifdef DASHED\n    if (u_dash_tex_info.x >= 0.0) {\n        // Dashes in straight segments (outside of joins) are easily calculated.\n        dist = dash_distance(v_coords.x);\n\n        if (!has_start_cap && cap_type == butt_cap) {\n            if (v_coords.x < half_antialias) {\n                // Outer of start join rendered solid color or not at all\n                // depending on whether corner point is in dash or gap, with\n                // antialiased ends.\n                if (dash_distance(0.0) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -v_coords.x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (v_coords.x > -half_antialias) {\n                        // Consider antialias region of dash after start region.\n                        float edge_dist = min(dash_distance(half_antialias), half_antialias);\n                        dist = max(dist, edge_dist + v_coords.x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 prev_coords = rotation_matrix(1.0)*v_coords;\n\n            if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\n                // Extend dashes across from end of previous segment, with antialiased end.\n                float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        if (!has_end_cap && cap_type == butt_cap) {\n            if (end_coords_x < half_antialias) {\n                // Similar for end join.\n                if (dash_distance(v_segment_length) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -end_coords_x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(v_segment_length - half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (end_coords_x > -half_antialias) {\n                        // Consider antialias region of dash before end region.\n                        float edge_dist = min(dash_distance(v_segment_length - half_antialias),\n                                              half_antialias);\n                        dist = max(dist, edge_dist + end_coords_x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\n\n            if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\n                // Extend dashes across from next segment, with antialiased end.\n                float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        dist = cap(cap_type, dist, v_coords.y);\n\n        float dash_alpha = distance_to_alpha(dist);\n        alpha = min(alpha, dash_alpha);\n    }\n#endif\n\n    alpha = u_line_color.a*alpha;\n    gl_FragColor = vec4(u_line_color.rgb*alpha, alpha);  // Premultiplied alpha.\n}\n"},
+417: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nattribute vec2 a_position;\nattribute vec2 a_center;\nattribute float a_width;\nattribute float a_height;\nattribute float a_angle; // In radians\nattribute float a_linewidth;\nattribute vec4 a_line_color;\nattribute vec4 a_fill_color;\nattribute float a_line_cap;\nattribute float a_line_join;\nattribute float a_show;\n#ifdef HATCH\nattribute float a_hatch_pattern;\nattribute float a_hatch_scale;\nattribute float a_hatch_weight;\nattribute vec4 a_hatch_color;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_antialias;\nuniform float u_size_hint;\n\nvarying float v_linewidth;\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\nvoid main()\n{\n  if (a_show < 0.5) {\n    // Do not show this rect.\n    gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n    return;\n  }\n\n  v_size = vec2(a_width, a_height);\n  v_linewidth = a_linewidth;\n  v_line_color = a_line_color;\n  v_fill_color = a_fill_color;\n  v_line_cap = a_line_cap;\n  v_line_join = a_line_join;\n\n  if (v_linewidth < 1.0) {\n    // Linewidth less than 1 is implemented as 1 but with reduced alpha.\n    v_line_color.a *= v_linewidth;\n    v_linewidth = 1.0;\n  }\n\n#ifdef HATCH\n  v_hatch_pattern = a_hatch_pattern;\n  v_hatch_scale = a_hatch_scale;\n  v_hatch_weight = a_hatch_weight;\n  v_hatch_color = a_hatch_color;\n#endif\n\n  vec2 enclosing_size;\n  // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\n  // edge of bounding box.  If symmetric spike towards edge then multiply by\n  // 1/cos(theta) where theta is angle between spike and bbox edges.\n  int size_hint = int(u_size_hint + 0.5);\n  if (size_hint == 1)  // Dash\n    enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\n                          v_linewidth + u_antialias);\n  else if (size_hint == 2)  // Dot\n    enclosing_size = 0.25*v_size + u_antialias;\n  else if (size_hint == 3)  // Diamond\n    enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\n                          v_size.y + (v_linewidth + u_antialias)*1.80278);\n  else if (size_hint == 4)  // Hex\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\n  else if (size_hint == 5)  // Square pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\n  else if (size_hint == 6)  // Triangle\n    enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\n                          v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\n  else if (size_hint == 7)  // Triangle pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\n  else if (size_hint == 8)  // Star\n    enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\n                          v_size.y + (v_linewidth + u_antialias)*3.2);\n  else\n    enclosing_size = v_size + v_linewidth + u_antialias;\n\n  // Coordinates in rotated frame with respect to center of marker, used for\n  // distance functions in fragment shader.\n  v_coords = a_position*enclosing_size;\n\n  float c = cos(-a_angle);\n  float s = sin(-a_angle);\n  mat2 rotation = mat2(c, -s, s, c);\n\n  vec2 pos = a_center + rotation*v_coords;\n#ifdef HATCH\n  // Coordinates for hatching in unrotated frame of reference.\n  v_hatch_coords = pos - 0.5;\n#endif\n  pos += 0.5; // Make up for Bokeh's offset.\n  pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\n  gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n}\n"},
+418: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nconst float SQRT2 = sqrt(2.0);\nconst float SQRT3 = sqrt(3.0);\nconst float PI = 3.14159265358979323846;\n\nconst int butt_cap = 0;\nconst int round_cap = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\n#ifdef HATCH\nconst int hatch_dot = 1;\nconst int hatch_ring = 2;\nconst int hatch_horizontal_line = 3;\nconst int hatch_vertical_line = 4;\nconst int hatch_cross = 5;\nconst int hatch_horizontal_dash = 6;\nconst int hatch_vertical_dash = 7;\nconst int hatch_spiral = 8;\nconst int hatch_right_diagonal_line = 9;\nconst int hatch_left_diagonal_line = 10;\nconst int hatch_diagonal_cross = 11;\nconst int hatch_right_diagonal_dash = 12;\nconst int hatch_left_diagonal_dash = 13;\nconst int hatch_horizontal_wave = 14;\nconst int hatch_vertical_wave = 15;\nconst int hatch_criss_cross = 16;\n#endif\n\nuniform float u_antialias;\n\nvarying float v_linewidth;\nvarying vec2 v_size;\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\n// on top of the fill rather than astride it.\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) ||     defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) ||     defined(USE_TRIANGLE_DOT)\n  #define APPEND_DOT\n#endif\n\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\n  #define APPEND_CROSS\n#endif\n\n#ifdef USE_DIAMOND_CROSS\n  #define APPEND_CROSS_2\n#endif\n\n#ifdef USE_CIRCLE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (0.5*v_size.x)\n#endif\n\n#ifdef USE_SQUARE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (v_size.x/SQRT2)\n#endif\n\n#ifdef USE_CIRCLE_Y\n  #define APPEND_Y\n#endif\n\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) ||     defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\n  // No fill.\n  #define LINE_ONLY\n#endif\n\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) ||     defined(APPEND_X) || defined(APPEND_Y)\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\n{\n  vec2 offset = p - end_point;\n  if (line_cap == butt_cap)\n    return dot(offset, unit_direction) + 0.5*v_linewidth;\n  else if (line_cap == square_cap)\n    return dot(offset, unit_direction);\n  else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\n    return length(offset);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\n// the line segments.  The line through these points is the bevel line, characterised by a vec2\n// unit_normal and offset distance from the corner point.  Edge of bevel join straddles this line,\n// round join occurs outside of this line centred on the corner point.  In general\n//   offset = (linewidth/2)*sin(alpha/2)\n// where alpha is the angle between the 2 line segments at the corner.\nfloat line_join_distance_no_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\n{\n  // Simplified version of line_join_distance ignoring miter which most markers do implicitly\n  // as they are composed of straight line segments.\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\n// calling function.\nfloat line_join_distance_incl_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\n  vec2 miter_unit_normal)\n{\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == miter_join && dist_outside > 0.0)\n    return dot((p - corner), miter_unit_normal);\n  else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) ||     defined(USE_CROSS) || defined(USE_X)\nfloat one_cross(in vec2 p, in int line_cap, in float len)\n{\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#ifdef APPEND_CROSS_2\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\n{\n  // Cross with different length in x and y directions.\n  p = abs(p);\n  bool switch_xy = (p.y > p.x);\n  p = switch_xy ? p.yx : p.xy;\n  float len = switch_xy ? lengths.y : lengths.x;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(APPEND_Y) || defined(USE_Y)\nfloat one_y(in vec2 p, in int line_cap, in float len)\n{\n  p = vec2(abs(p.x), -p.y);\n\n  // End point of line to right is (1/2, 1/3)*len*SQRT3.\n  // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\n  const float k = 6.0/sqrt(13.0);\n  vec2 unit_along = vec2(0.5*k, k/3.0);\n  vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\n  float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\n                   end_cap_distance(p, end_point, unit_along, line_cap));\n\n  if (p.y < 0.0) {\n    // Vertical line.\n    float vert_dist = max(p.x,\n                          end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\n    dist = min(dist, vert_dist);\n  }\n  return dist;\n}\n#endif\n\n// One marker_distance function per marker type.\n// Distance is zero on edge of marker, +ve outside and -ve inside.\n\n#ifdef USE_ASTERISK\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  float len = 0.5*v_size.x;\n  return min(one_cross(p, line_cap, len),  // cross\n             one_cross(p_diag, line_cap, len));  // x\n}\n#endif\n\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) ||     defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return length(p) - 0.5*v_size.x;\n}\n#endif\n\n#ifdef USE_CROSS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_DASH\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  p = abs(p);\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\n  // where r = radius = v_size.x/2.\n  // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\n  // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\n  p = abs(p);\n  float r = 0.5*v_size.x;\n  const float SQRT13 = sqrt(13.0);\n  float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_DOT\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Dot is always appended.\n  return v_linewidth+u_antialias;\n}\n#endif\n\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // A regular hexagon has v_size.x == v.size_y = r where r is the length of\n  // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\n  // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\n  // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\n  // Sloping line has outward normal vec2(h, rx/2).  Length of this is\n  // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\n  // from origin of this line is rx*h/len.\n  p = abs(p);\n  float rx = v_size.x/2.0;\n  float h = v_size.y*(SQRT3/4.0);\n  float len_normal = sqrt(h*h + 0.25*rx*rx);\n  vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\n  float dist = max(dot(p, unit_normal) - rx*h/len_normal,  // Distance from sloping line.\n                   p.y - h);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\n\n    unit_normal = normalize(unit_normal + vec2(0.0, 1.0));  // At (rx/2, h) corner.\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\n  }\n  return dist;\n}\n#endif\n\n#ifdef USE_PLUS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider one octant, the +ve quadrant with x >= y.\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n\n  // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\n  float r = 0.5*v_size.x;\n  p = p - vec2(r, 0.375*r);  // Distance with respect to outside corner\n  float dist = max(p.x, p.y);\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n    // Inside corner\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) ||     defined(USE_SQUARE_X)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  vec2 p2 = abs(p) - v_size/2.0;  // Offset from corner\n  float dist = max(p2.x, p2.y);\n\n  if (line_join != miter_join)\n    dist = max(dist, line_join_distance_no_miter(\n      p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_SQUARE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  // p is in octant between y=0 and y=x.\n  // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\n  // Circular arc that passes through the same points has center at\n  // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\n  // x - 11r/16 = 1.75626 precisely.\n  float r = 0.5*v_size.x;\n  float center_x = r*2.44375;\n  float radius = r*1.75626;\n  float dist = radius - distance(p, vec2(center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8/5) - pi/4)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\n    vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\n\n  return dist;\n}\n#endif\n\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  const float SQRT5 = sqrt(5.0);\n  const float COS72 = 0.25*(SQRT5 - 1.0);\n  const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\n\n  float angle = atan(p.x, p.y);  // In range -pi to +pi clockwise from +y direction.\n  angle = mod(angle, 0.4*PI) - 0.2*PI;  // In range -pi/5 to +pi/5 clockwise from +y direction.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in pi/10 (36 degree) sector.\n\n  // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\n  // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\n  // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\n  float r = 0.5*v_size.x;\n  float a = r*sqrt(5.0 - 2.0*SQRT5);\n  float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\n\n    // Inside corner\n    const float COS36 = sqrt(0.5 + COS72/2.0);\n    const float SIN36 = sqrt(0.5 - COS72/2.0);\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\n  // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\n  // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\n  // and distance from origin of a.  Horizontal line has outward-facing unit normal\n  // vec2(0, 1) and distance from origin of a.\n  float r = 0.5*v_size.x;\n  float a = r*SQRT3/3.0;\n\n  // Only need to consider +ve x.\n#ifdef USE_INVERTED_TRIANGLE\n  p = vec2(abs(p.x), -p.y);\n#else\n  p = vec2(abs(p.x), p.y);\n#endif\n\n  float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a,  // Distance from sloping line.\n                   p.y - a);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_TRIANGLE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  float angle = atan(p.x, -p.y);  // In range -pi to +pi.\n  angle = mod(angle, PI*2.0/3.0) - PI/3.0;  // In range -pi/3 to pi/3.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in range 0 to pi/3.\n  // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\n  // a = r/SQRT3, b = 3a/8 = r SQRT3/8.  Circular arc that passes through the same points has\n  // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\n  // Ignore r factor until the end so can use const.\n  const float a = 1.0/SQRT3;\n  const float b = SQRT3/8.0;\n  const float c = (a-b)/2.0;\n  const float x = (1.0 - c*c) / (2.0*c);\n  const float center_x = x + a;\n  const float radius = x + c;\n  float r = 0.5*v_size.x;\n  float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\n    vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_X\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_Y\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_y(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\n// on antialiasing width.\nfloat distance_to_fraction(in float dist)\n{\n  return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\n}\n\n// Return fraction from 0 (no fill color) to 1 (full fill color).\nfloat fill_fraction(in float dist)\n{\n  return distance_to_fraction(dist);\n}\n\n// Return fraction in range 0 (no line color) to 1 (full line color).\nfloat line_fraction(in float dist)\n{\n  return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\n}\n\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\nvec4 fractional_color(in vec4 color, in float fraction)\n{\n  color.a *= fraction;\n  color.rgb *= color.a;\n  return color;\n}\n\n// Blend colors that have premultiplied alpha.\nvec4 blend_colors(in vec4 src, in vec4 dest)\n{\n  return (1.0 - src.a)*dest + src;\n}\n\n#ifdef APPEND_DOT\nfloat dot_fraction(in vec2 p)\n{\n  // Assuming v_size.x == v_size.y\n  float radius = 0.125*v_size.x;\n  float dot_distance = max(length(p) - radius, -0.5*u_antialias);\n  return fill_fraction(dot_distance);\n}\n#endif\n\n#ifdef HATCH\n// Wrap coordinate(s) by removing integer part to give distance from center of\n// repeat, in the range -0.5 to +0.5.\nfloat wrap(in float x)\n{\n  return fract(x) - 0.5;\n}\n\nvec2 wrap(in vec2 xy)\n{\n  return fract(xy) - 0.5;\n}\n\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\n{\n  float scale = v_hatch_scale; // Hatch repeat distance.\n\n  // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\n  coords = coords / scale;\n  float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\n\n  // Default is to return fraction of zero, i.e. no pattern.\n  float dist = u_antialias;\n\n  if (hatch_pattern == hatch_dot) {\n    const float dot_radius = 0.25;\n    dist = length(wrap(coords)) - dot_radius;\n  }\n  else if (hatch_pattern == hatch_ring) {\n    const float ring_radius = 0.25;\n    dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_line) {\n    dist = abs(wrap(coords.y)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_line) {\n    dist = abs(wrap(coords.x)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_cross) {\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_dash) {\n    // Dashes have square caps.\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.y)),\n               abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_dash) {\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.x)),\n               abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_spiral) {\n    vec2 wrap2 = wrap(coords);\n    float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\n    // Canvas spiral radius increases by scale*pi/15 each rotation.\n    const float dr = PI/15.0;\n    float radius = length(wrap2);\n    // At any angle, spiral lines are equally spaced dr apart.\n    // Find distance to nearest of these lines.\n    float frac = fract((radius - dr*angle) / dr); // 0 to 1.\n    dist = dr*(abs(frac - 0.5));\n    dist = min(dist, radius) - halfwidth; // Consider center point also.\n  }\n  else if (hatch_pattern == hatch_right_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_diagonal_cross) {\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_right_diagonal_dash) {\n    float across = coords.x + coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x - coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_dash) {\n    float across = coords.x - coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x + coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_wave) {\n    float wrapx = wrap(coords.x);\n    float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\n    dist = abs(wrapy) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_wave) {\n    float wrapy = wrap(coords.y);\n    float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\n    dist = abs(wrapx) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_criss_cross) {\n    float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\n\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\n\n    dist = min(plus, X) - halfwidth;\n  }\n\n  return distance_to_fraction(dist*scale);\n}\n#endif\n\nvoid main()\n{\n  int line_cap = int(v_line_cap + 0.5);\n  int line_join = int(v_line_join + 0.5);\n#ifdef HATCH\n  int hatch_pattern = int(v_hatch_pattern + 0.5);\n#endif\n\n  float dist = marker_distance(v_coords, line_cap, line_join);\n\n#ifdef LINE_ONLY\n  vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\n#else\n  float fill_frac = fill_fraction(dist);\n  vec4 color = fractional_color(v_fill_color, fill_frac);\n#endif\n\n#if defined(HATCH) && !defined(LINE_ONLY)\n  if (hatch_pattern > 0 && fill_frac > 0.0) {\n    float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\n    vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\n    color = blend_colors(hatch_color, color);\n  }\n#endif\n\n  float line_frac = line_fraction(dist);\n\n#ifdef APPEND_DOT\n  line_frac = max(line_frac, dot_fraction(v_coords));\n#endif\n#ifdef APPEND_CROSS\n  line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n#ifdef APPEND_CROSS_2\n  vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\n  line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\n#endif\n#ifdef APPEND_X\n  vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\n  line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\n#endif\n#ifdef APPEND_Y\n  line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n\n  if (line_frac > 0.0) {\n    vec4 line_color = fractional_color(v_line_color, line_frac);\n    color = blend_colors(line_color, color);\n  }\n\n  gl_FragColor = color;\n}\n"},
+419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__="BaseMarkerGL",l.missing_point=-1e4},
+420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__="BaseGLGlyph"},
+421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e<t;e++)a[e]=r[e];this.update()}set_from_prop(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=r.get(t);this.update(r.is_Scalar())}set_from_scalar(r,t=4){this.get_sized_array(t).fill(r),this.update(!0)}to_attribute_config(r=0){return{buffer:this.buffer,divisor:this.is_scalar?0:1,normalized:this.is_normalized(),offset:r}}update(r=!1){null==this.buffer?this.buffer=this.regl_wrapper.buffer({usage:"dynamic",data:this.array}):this.buffer({data:this.array}),this.is_scalar=r}}n.__name__="WrappedBuffer";class l extends n{new_array(r){return new Float32Array(r)}}a.Float32Buffer=l,l.__name__="Float32Buffer";class o extends n{new_array(r){return new Uint8Array(r)}set_from_color(r,t,a=4){const e=r.is_Scalar()&&t.is_Scalar(),s=e?a:r.length,i=this.get_sized_array(4*s);for(let a=0;a<s;a++){const[e,s,n,l]=(0,_.color2rgba)(r.get(a),t.get(a));i[4*a]=e,i[4*a+1]=s,i[4*a+2]=n,i[4*a+3]=l}this.update(e)}set_from_hatch_pattern(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=(0,i.hatch_pattern_to_index)(r.get(t));this.update(r.is_Scalar())}set_from_line_cap(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.cap_lookup[r.get(t)];this.update(r.is_Scalar())}set_from_line_join(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.join_lookup[r.get(t)];this.update(r.is_Scalar())}}a.Uint8Buffer=o,o.__name__="Uint8Buffer";class h extends o{is_normalized(){return!0}}a.NormalizedUint8Buffer=h,h.__name__="NormalizedUint8Buffer"},
+422: function _(a,e,r,n,t){n();const i=a(52);r.cap_lookup={butt:0,round:1,square:2},r.join_lookup={miter:0,round:1,bevel:2};const o={blank:0,dot:1,ring:2,horizontal_line:3,vertical_line:4,cross:5,horizontal_dash:6,vertical_dash:7,spiral:8,right_diagonal_line:9,left_diagonal_line:10,diagonal_cross:11,right_diagonal_dash:12,left_diagonal_dash:13,horizontal_wave:14,vertical_wave:15,criss_cross:16};r.hatch_pattern_to_index=function(a){var e,r;return null!==(r=o[null!==(e=i.hatch_aliases[a])&&void 0!==e?e:a])&&void 0!==r?r:0},r.marker_type_to_size_hint=function(a){switch(a){case"dash":return 1;case"dot":return 2;case"diamond":case"diamond_cross":case"diamond_dot":return 3;case"hex":return 4;case"square_pin":return 5;case"inverted_triangle":case"triangle":case"triangle_dot":return 6;case"triangle_pin":return 7;case"star":case"star_dot":return 8;default:return 0}}},
+423: function _(s,t,i,e,r){e();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"circle")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s),i=this._widths.get_sized_array(s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point),i[e]=2*this.glyph.sradius[e];this._centers.update(),this._widths.update(),this._angles.set_from_prop(this.glyph.angle)}}i.CircleGL=l,l.__name__="CircleGL"},
+424: function _(s,t,e,_,h){_();const a=s(419),i=s(421);class l extends a.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}_draw_impl(s,t,e,_){e.data_changed&&(e._set_data(),e.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const h=e.nvertices;null==this._show&&(this._show=new i.Uint8Buffer(this.regl_wrapper));const a=this._show.length,l=this._show.get_sized_array(h);if(s.length<h){this._show_all=!1;for(let s=0;s<h;s++)l[s]=0;for(let t=0;t<s.length;t++)l[s[t]]=255}else if(!this._show_all||a!=h){this._show_all=!0;for(let s=0;s<h;s++)l[s]=255}this._show.update(),this._draw_one_marker_type(_,t,e)}}e.SingleMarkerGL=l,l.__name__="SingleMarkerGL"},
+425: function _(s,t,e,i,h){i();const r=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"hex")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=new r.Float32Buffer(this.regl_wrapper),this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),"pointytop"==this.glyph.model.orientation?(this._angles.set_from_scalar(.5*Math.PI),this._widths.set_from_scalar(2*this.glyph.svy[0]),this._heights.set_from_scalar(4*this.glyph.svx[4]/Math.sqrt(3))):(this._angles.set_from_scalar(0),this._widths.set_from_scalar(2*this.glyph.svx[0]),this._heights.set_from_scalar(4*this.glyph.svy[4]/Math.sqrt(3)))}}e.HexTileGL=l,l.__name__="HexTileGL"},
+426: function _(s,i,t,h,e){h();const _=s(420),l=s(22),a=s(46),n=s(422),o=s(421);class r extends _.BaseGLGlyph{constructor(s,i){super(s,i),this.glyph=i,this._antialias=1.5,this._miter_limit=5}draw(s,i,t){const h=i.glglyph;this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),h.data_changed&&(h._set_data(),h.data_changed=!1);const e=this.glyph.visuals.line,_=n.cap_lookup[e.line_cap.value],l=n.join_lookup[e.line_join.value],a=h._points,o={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[t.width,t.height],pixel_ratio:t.pixel_ratio,line_color:this._color,linewidth:this._linewidth,antialias:this._antialias,miter_limit:this._miter_limit,points:a,show:h._show,nsegments:a.length/2-3,line_join:l,line_cap:_};if(this._is_dashed()){const s=Object.assign(Object.assign({},o),{length_so_far:this._length_so_far,dash_tex:this._dash_tex,dash_tex_info:this._dash_tex_info,dash_scale:this._dash_scale,dash_offset:this._dash_offset});this.regl_wrapper.dashed_line()(s)}else this.regl_wrapper.solid_line()(o)}_is_dashed(){return this._line_dash.length>0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;i<s+1;i++)t[2*i]=this.glyph.sx[i-1],t[2*i+1]=this.glyph.sy[i-1];this._is_closed?(t[0]=t[2*s-2],t[1]=t[2*s-1],t[2*s+2]=t[4],t[2*s+3]=t[5]):(t[0]=0,t[1]=0,t[2*s+2]=0,t[2*s+3]=0),this._points.update(),null==this._show&&(this._show=new o.Uint8Buffer(this.regl_wrapper));const h=this._show.get_sized_array(s+1);let e=isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]);for(let i=1;i<s;i++){const s=isFinite(this.glyph.sx[i])&&isFinite(this.glyph.sy[i]);h[i]=e&&s?1:0,e=s}if(this._is_closed?(h[0]=h[s-1],h[s]=h[1]):(h[0]=0,h[s]=0),this._show.update(),this._is_dashed()){null==this._length_so_far&&(this._length_so_far=new o.Float32Buffer(this.regl_wrapper));const s=this._length_so_far.get_sized_array(i);let e=0;for(let _=0;_<i;_++)s[_]=e,1==h[_+1]&&(e+=Math.sqrt((t[2*_+4]-t[2*_+2])**2+(t[2*_+5]-t[2*_+3])**2));this._length_so_far.update()}}_set_visuals(){const s=this.glyph.visuals.line,i=(0,l.color2rgba)(s.line_color.value,s.line_alpha.value);this._color=i.map((s=>s/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__="LineGL"},
+427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r<s;r++){const s=this.glyph.sleft[r],h=this.glyph.sright[r],n=this.glyph.stop[r],_=this.glyph.sbottom[r];isFinite(s)&&isFinite(h)&&isFinite(n)&&isFinite(_)?(t[2*r]=(s+h)/2,t[2*r+1]=(n+_)/2,i[r]=Math.abs(n-_),e[r]=Math.abs(h-s)):(t[2*r]=a.SingleMarkerGL.missing_point,t[2*r+1]=a.SingleMarkerGL.missing_point,i[r]=a.SingleMarkerGL.missing_point,e[r]=a.SingleMarkerGL.missing_point)}this._centers.update(),this._heights.update(),this._widths.update()}}i.LRTBGL=n,n.__name__="LRTBGL"},
+428: function _(s,t,e,i,_){i();const h=s(419),r=s(421);class a extends h.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){const i=t.glglyph;i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const _=i.nvertices;null==this._show&&(this._show=new r.Uint8Buffer(this.regl_wrapper));const h=i._unique_marker_types.length;for(const t of i._unique_marker_types){if(null==t)continue;let r=_;const a=this._show.length,n=this._show.get_sized_array(_);if(h>1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=h.BaseMarkerGL.missing_point,t[2*e+1]=h.BaseMarkerGL.missing_point);this._centers.update(),this._widths.set_from_prop(this.glyph.size),this._angles.set_from_prop(this.glyph.angle),this._marker_types=this.glyph.marker,this._unique_marker_types=[...new Set(this._marker_types)]}}e.MultiMarkerGL=a,a.__name__="MultiMarkerGL"},
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diff --git a/img/inference_time.html b/img/inference_time.html
new file mode 100644
index 000000000..e4e58d2fc
--- /dev/null
+++ b/img/inference_time.html
@@ -0,0 +1,723 @@
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <link rel="preload" href="https://fonts.googleapis.com/css?family=Lato">
+    <meta charset="utf-8">
+    <title>Bokeh Application</title>
+    <script type="text/javascript">
+        /* BEGIN bokeh.min.js */
+/*!
+ * Copyright (c) 2012 - 2022, Anaconda, Inc., and Bokeh Contributors
+ * All rights reserved.
+ * 
+ * Redistribution and use in source and binary forms, with or without modification,
+ * are permitted provided that the following conditions are met:
+ * 
+ * Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ * 
+ * Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ * 
+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
+ * without specific prior written permission.
+ * 
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+ * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ * THE POSSIBILITY OF SUCH DAMAGE.
+ */
+(function(root, factory) {
+  const bokeh = factory();
+  bokeh.__bokeh__ = true;
+  if (typeof root.Bokeh === "undefined" || typeof root.Bokeh.__bokeh__ === "undefined") {
+    root.Bokeh = bokeh;
+  }
+  const Bokeh = root.Bokeh;
+  Bokeh[bokeh.version] = bokeh;
+})(this, function() {
+  let define;
+  const parent_require = typeof require === "function" && require
+  return (function(modules, entry, aliases, externals) {
+  if (aliases === undefined) aliases = {};
+  if (externals === undefined) externals = {};
+
+  const cache = {};
+
+  const normalize = function(name) {
+    if (typeof name === "number")
+      return name;
+
+    if (name === "bokehjs")
+      return entry;
+
+    if (!externals[name]) {
+      const prefix = "@bokehjs/"
+      if (name.slice(0, prefix.length) === prefix)
+        name = name.slice(prefix.length)
+    }
+
+    const alias = aliases[name]
+    if (alias != null)
+      return alias;
+
+    const trailing = name.length > 0 && name[name.lenght-1] === "/";
+    const index = aliases[name + (trailing ? "" : "/") + "index"];
+    if (index != null)
+      return index;
+
+    return name;
+  }
+
+  const require = function(name) {
+    let mod = cache[name];
+    if (!mod) {
+      const id = normalize(name);
+
+      mod = cache[id];
+      if (!mod) {
+        if (!modules[id]) {
+          if (externals[id] === false || (externals[id] == true && parent_require)) {
+            try {
+              mod = {exports: externals[id] ? parent_require(id) : {}};
+              cache[id] = cache[name] = mod;
+              return mod.exports;
+            } catch (e) {}
+          }
+
+          const err = new Error("Cannot find module '" + name + "'");
+          err.code = 'MODULE_NOT_FOUND';
+          throw err;
+        }
+
+        mod = {exports: {}};
+        cache[id] = cache[name] = mod;
+
+        function __esModule() {
+          Object.defineProperty(mod.exports, "__esModule", {value: true});
+        }
+
+        function __esExport(name, value) {
+          Object.defineProperty(mod.exports, name, {
+            enumerable: true, get: function () { return value; }
+          });
+        }
+
+        modules[id].call(mod.exports, require, mod, mod.exports, __esModule, __esExport);
+      } else {
+        cache[name] = mod;
+      }
+    }
+
+    return mod.exports;
+  }
+  require.resolve = function(name) {
+    return ""
+  }
+
+  const main = require(entry);
+  main.require = require;
+
+  if (typeof Proxy !== "undefined") {
+    // allow Bokeh.loader["@bokehjs/module/name"] syntax
+    main.loader = new Proxy({}, {
+      get: function(_obj, module) {
+        return require(module);
+      }
+    });
+  }
+
+  main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {
+    if (plugin_aliases === undefined) plugin_aliases = {};
+    if (plugin_externals === undefined) plugin_externals = {};
+
+    for (let name in plugin_modules) {
+      modules[name] = plugin_modules[name];
+    }
+
+    for (let name in plugin_aliases) {
+      aliases[name] = plugin_aliases[name];
+    }
+
+    for (let name in plugin_externals) {
+      externals[name] = plugin_externals[name];
+    }
+
+    const plugin = require(plugin_entry);
+
+    for (let name in plugin) {
+      main[name] = plugin[name];
+    }
+
+    return plugin;
+  }
+
+  return main;
+})
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+function _(e,o,t,n,s){n();const d=e(5),r=e(19),_=e(34),c=e(13),i=e(8),a=e(16),u=e(397),l=e(399),m=e(398);var f=e(397);s("add_document_standalone",f.add_document_standalone),s("index",f.index),s("add_document_from_session",e(399).add_document_from_session);var g=e(404);async function w(e,o,t,n){(0,i.isString)(e)&&(e=JSON.parse((0,_.unescape)(e)));const s={};for(const[o,t]of(0,c.entries)(e))s[o]=d.Document.from_json(t);const a=[];for(const e of o){const o=(0,m._resolve_element)(e),d=(0,m._resolve_root_elements)(e);if(null!=e.docid)a.push(await(0,u.add_document_standalone)(s[e.docid],o,d,e.use_for_title));else{if(null==e.token)throw new Error("Error rendering Bokeh items: either 'docid' or 'token' was expected.");{const s=(0,l._get_ws_url)(t,n);r.logger.debug(`embed: computed ws url: ${s}`);try{a.push(await(0,l.add_document_from_session)(s,e.token,o,d,e.use_for_title)),console.log("Bokeh items were rendered successfully")}catch(e){console.log("Error rendering Bokeh items:",e)}}}}return a}s("embed_items_notebook",g.embed_items_notebook),s("kernels",g.kernels),s("BOKEH_ROOT",e(398).BOKEH_ROOT),t.embed_item=async function(e,o){const t={},n=(0,_.uuid4)();t[n]=e.doc,null==o&&(o=e.target_id);const s=document.getElementById(o);null!=s&&s.classList.add(m.BOKEH_ROOT);const d={roots:{[e.root_id]:o},root_ids:[e.root_id],docid:n};await(0,a.defer)();const[r]=await w(t,[d]);return r},t.embed_items=async function(e,o,t,n){return await(0,a.defer)(),w(e,o,t,n)}},
+function _(t,_,o,r,n){r();const a=t(1);(0,a.__exportStar)(t(6),o),(0,a.__exportStar)(t(35),o)},
+function _(e,t,s,o,n){o();const i=e(1),r=e(7),l=e(3),_=e(19),a=e(251),c=e(14),d=e(30),h=e(15),f=e(17),u=e(31),m=e(29),g=e(9),v=e(13),p=(0,i.__importStar)(e(77)),w=e(26),b=e(8),y=e(309),k=e(75),M=e(53),j=e(396),z=e(35);class S{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new z.MessageSentEvent(this.document,"bokeh_event",e.to_json());this.document._trigger_on_change(t)}trigger(e){for(const t of this.subscribed_models)null!=e.origin&&e.origin!=t||t._process_event(e)}}s.EventManager=S,S.__name__="EventManager",s.documents=[],s.DEFAULT_TITLE="Bokeh Application";class E{constructor(e){var t;s.documents.push(this),this._init_timestamp=Date.now(),this._resolver=null!==(t=null==e?void 0:e.resolver)&&void 0!==t?t:new r.ModelResolver,this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new Map,this._message_callbacks=new Map,this.event_manager=new S(this),this.idle=new h.Signal0(this,"idle"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof y.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e,t=null){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_finalize=t,this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&(this._interactive_plot.trigger_event(new a.LODEnd),null!=this._interactive_finalize&&this._interactive_finalize()),this._interactive_plot=null,this._interactive_timestamp=null,this._interactive_finalize=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error("Attempted to overwrite a document with itself");e.clear();const t=(0,g.copy)(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug("invalidating document models"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new z.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof M.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof z.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new z.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const i of e){const e=i.id,r=i.type,l=null!==(o=i.attributes)&&void 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,r,l,s),null!=i.subtype&&_.set_subtype(i.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var i;if((0,f.is_ref)(e)){const o=null!==(i=t.get(e.id))&&void 0!==i?i:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}if((0,u.is_NDArray_ref)(e)){const{buffer:t,dtype:s,shape:n}=(0,u.decode_NDArray)(e,o);return(0,m.ndarray)(t,{dtype:s,shape:n})}return(0,b.isArray)(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):(0,b.isPlainObject)(e)?function(e){const t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:"ModelChanged",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),i=Object.keys(t.attributes),r=(0,g.difference)(n,i),l=(0,g.difference)(i,n),a=(0,g.intersection)(n,i),c=[];for(const e of r)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const i=t.attributes[n];c.push(E._event_for_attribute_change(e,n,i,s,o))}for(const n of a){const i=e.attributes[n],r=t.attributes[n];null==i&&null==r||(null==i||null==r?c.push(E._event_for_attribute_change(e,n,r,s,o)):"data"==n||(0,w.is_equal)(i,r)||c.push(E._event_for_attribute_change(e,n,r,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),i=new Map,r=[];for(const t of e.roots.root_ids)i.set(t,n.get(t)),r.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(r.sort(),a.sort(),(0,g.difference)(r,a).length>0||(0,g.difference)(a,r).length>0)throw new Error("Not implemented: computing add/remove of document roots");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug("Creating Document from JSON");const t=e.version,s=-1!==t.indexOf("+")||-1!==t.indexOf("-"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\./,"$1")==t?_.logger.debug(o):(_.logger.warn("JS/Python version mismatch"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error("Cannot create a patch using events from a different document");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case"RootAdded":case"RootRemoved":case"ModelChanged":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}"`),new Error("event model wasn't known");break}}const r=new Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case"MessageSent":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error("expected exactly one buffer");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case"ModelChanged":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case"ColumnDataChanged":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case"ColumnsStreamed":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot stream to non-ColumnDataSource");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case"ColumnsPatched":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot patch non-ColumnDataSource");const n=e.patches;o.patch(n,s);break}case"RootAdded":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case"RootRemoved":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case"TitleChanged":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__="Document"},
+function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__="ModelResolver";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},
+function _(n,t,r,e,i){e();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||"[object Boolean]"===u.call(n)}function f(n){return"[object Number]"===u.call(n)}function l(n){return"[object String]"===u.call(n)}function s(n){return"symbol"==typeof n}function a(n){const t=typeof n;return"function"===t||"object"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return"[object Function]"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&"length"in n}},
+function _(n,t,e,r,o){r();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
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+function _(n,t,r,e,o){e();const{PI:a}=Math;function u(n){if(0==n)return 0;for(;n<=0;)n+=2*a;for(;n>2*a;)n-=2*a;return n}function c(n,t){return u(n-t)}function f(){return Math.random()}function i(n){switch(n){case"deg":return a/180;case"rad":return 1;case"grad":return a/200;case"turn":return 2*a}}r.angle_norm=u,r.angle_dist=c,r.angle_between=function(n,t,r,e=!1){const o=c(t,r);if(0==o)return!1;if(o==2*a)return!0;const f=u(n),i=c(t,f)<=o&&c(f,r)<=o;return e?!i:i},r.random=f,r.randomIn=function(n,t){return null==t&&(t=n,n=0),n+Math.floor(Math.random()*(t-n+1))},r.atan2=function(n,t){return Math.atan2(t[1]-n[1],t[0]-n[0])},r.radians=function(n){return n*(a/180)},r.degrees=function(n){return n/(a/180)},r.resolve_angle=function(n,t){return-i(t)*n},r.to_radians_coeff=i,r.rnorm=function(n,t){let r,e;for(;r=f(),e=f(),e=(2*e-1)*Math.sqrt(1/Math.E*2),!(-4*r*r*Math.log(r)>=e*e););let o=e/r;return o=n+t*o,o},r.clamp=function(n,t,r){return n<t?t:n>r?r:n},r.log=function(n,t=Math.E){return Math.log(n)/Math.log(t)},r.float32_epsilon=1.1920928955078125e-7},
+function _(r,n,e,o,s){o();class t extends Error{}e.AssertionError=t,t.__name__="AssertionError",e.assert=function(r,n){if(!(!0===r||!1!==r&&r()))throw new t(null!=n?n:"Assertion failed")},e.unreachable=function(){throw new Error("unreachable code")}},
+function _(n,t,e,r,o){r();const i=n(10);function l(n,t,e,...r){const o=n.length;t<0&&(t+=o),t<0?t=0:t>o&&(t=o),null==e||e>o-t?e=o-t:e<0&&(e=0);const i=o-e+r.length,l=new n.constructor(i);let u=0;for(;u<t;u++)l[u]=n[u];for(const n of r)l[u++]=n;for(let r=t+e;r<o;r++)l[u++]=n[r];return l}function u(n,t){return l(n,t,n.length-t)}function c(n,t){const e=n.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=t(n[o],o,n);return r}function f(n,t,e){const r=n.length;if(void 0===e&&0==r)throw new Error("can't reduce an empty array without an initial value");let o,i;for(void 0===e?(o=n[0],i=1):(o=e,i=0);i<r;i++)o=t(o,n[i],i,n);return o}function s(n){return function(t,e){const r=t.length;let o=n>0?0:r-1;for(;o>=0&&o<r;o+=n)if(e(t[o]))return o;return-1}}function h(n,t){let e=0,r=n.length;for(;e<r;){const o=Math.floor((e+r)/2);n[o]<t?e=o+1:r=o}return e}function a(n,t,e,r,o){const i=(o-e)/(r-t);let l=i*(n-t)+e;return isFinite(l)||(l=i*(n-r)+o,isFinite(l)||e!=o||(l=e)),l}function g(n,t){if(n<t[0])return-1;if(n>t[t.length-1])return t.length;let e=0,r=t.length-1;for(;r-e!=1;){const o=e+Math.floor((r-e)/2);n>=t[o]?e=o:r=o}return e}e.is_empty=function(n){return 0==n.length},e.copy=function(n){return Array.isArray(n)?n.slice():new n.constructor(n)},e.splice=l,e.head=u,e.insert=function(n,t,e){return l(n,e,0,t)},e.append=function(n,t){return l(n,n.length,0,t)},e.prepend=function(n,t){return l(n,0,0,t)},e.indexOf=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.subselect=function(n,t){const e=t.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=n[t[o]];return r},e.mul=function(n,t,e){const r=n.length,o=null!=e?e:new n.constructor(r);for(let e=0;e<r;e++)o[e]=n[e]*t;return o},e.map=c,e.inplace_map=function(n,t,e){const r=n.length,o=null!=e?e:n;for(let e=0;e<r;e++)o[e]=t(n[e],e)},e.filter=function(n,t){const e=n.length,r=new n.constructor(e);let o=0;for(let i=0;i<e;i++){const e=n[i];t(e,i,n)&&(r[o++]=e)}return u(r,o)},e.reduce=f,e.min=function(n){let t,e=1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t<e&&(e=t);return e},e.max=function(n){let t,e=-1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t>e&&(e=t);return e},e.minmax=function(n){let t,e=1/0,r=-1/0;for(let o=0,i=n.length;o<i;o++)t=n[o],isNaN(t)||(t<e&&(e=t),t>r&&(r=t));return[e,r]},e.minmax2=function(n,t){let e,r,o=1/0,i=-1/0,l=1/0,u=-1/0;const c=Math.min(n.length,t.length);for(let f=0;f<c;f++)e=n[f],r=t[f],isNaN(e)||isNaN(r)||(e<o&&(o=e),e>i&&(i=e),r<l&&(l=r),r>u&&(u=r));return[o,i,l,u]},e.min_by=function(n,t){if(0==n.length)throw new Error("min_by() called with an empty array");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l<r&&(e=i,r=l)}return e},e.max_by=function(n,t){if(0==n.length)throw new Error("max_by() called with an empty array");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l>r&&(e=i,r=l)}return e},e.sum=function(n){let t=0;for(let e=0,r=n.length;e<r;e++)t+=n[e];return t},e.cumsum=function(n){const t=new n.constructor(n.length);return f(n,((n,e,r)=>t[r]=n+e),0),t},e.every=function(n,t){for(let e=0,r=n.length;e<r;e++)if(!t(n[e]))return!1;return!0},e.some=function(n,t){for(let e=0,r=n.length;e<r;e++)if(t(n[e]))return!0;return!1},e.index_of=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.find_index=s(1),e.find_last_index=s(-1),e.find=function(n,t){const r=(0,e.find_index)(n,t);return-1==r?void 0:n[r]},e.find_last=function(n,t){const r=(0,e.find_last_index)(n,t);return-1==r?void 0:n[r]},e.sorted_index=h,e.bin_counts=function(n,t){const e=t.length-1,r=Array(e).fill(0);for(let o=0;o<n.length;o++){const l=h(t,n[o]);r[(0,i.clamp)(l-1,0,e-1)]+=1}return r},e.interpolate=function(n,t,e){const r=n.length,o=new Array(r);for(let i=0;i<r;i++){const r=n[i];if(isNaN(r)){o[i]=r;continue}const l=g(r,t);if(-1==l)o[i]=e[0];else if(l==t.length)o[i]=e[e.length-1];else if(l==t.length-1||t[l]==r)o[i]=e[l];else{const n=t[l],u=e[l],c=t[l+1],f=e[l+1];o[i]=a(r,n,u,c,f)}}return o},e.left_edge_index=g,e.norm=function(n,t,e){const r=e-t;return c(n,(n=>(n-t)/r))}},
+function _(t,e,n,c,o){c();const s=t(9),{hasOwnProperty:r}=Object.prototype;function i(t){return Object.keys(t).length}function u(t){return 0==i(t)}n.keys=Object.keys,n.values=Object.values,n.entries=Object.entries,n.extend=Object.assign,n.clone=function(t){return Object.assign({},t)},n.merge=function(t,e){const n=Object.create(Object.prototype),c=(0,s.concat)([Object.keys(t),Object.keys(e)]);for(const o of c){const c=r.call(t,o)?t[o]:[],i=r.call(e,o)?e[o]:[];n[o]=(0,s.union)(c,i)}return n},n.size=i,n.is_empty=u,n.isEmpty=u,n.to_object=function(t){const e={};for(const[n,c]of t)e[n]=c;return e}},
+function _(e,t,s,n,r){n();const i=e(1);var o;const c=e(15),a=e(17),_=(0,i.__importStar)(e(18)),h=(0,i.__importStar)(e(21)),u=e(34),l=e(13),f=e(8),p=e(26),d=e(30),g=e(35),y=e(26),v=e(36),m=e(37),b=(0,i.__importStar)(e(21));class w extends((0,c.Signalable)()){constructor(e={}){var t,s;super(),this._subtype=void 0,this.document=null,this.destroyed=new c.Signal0(this,"destroyed"),this.change=new c.Signal0(this,"change"),this.transformchange=new c.Signal0(this,"transformchange"),this.exprchange=new c.Signal0(this,"exprchange"),this.properties={},this._watchers=new WeakMap,this._pending=!1,this._changing=!1;const n=e instanceof Map?e.get.bind(e):t=>e[t];this.id=null!==(t=n("id"))&&void 0!==t?t:(0,u.uniqueId)();for(const[e,{type:t,default_value:s,options:r}]of(0,l.entries)(this._props)){let i;t instanceof _.PropertyAlias?Object.defineProperty(this.properties,e,{get:()=>this.properties[t.attr],configurable:!1,enumerable:!1}):(i=t instanceof h.Kind?new 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Error(`attempted to override nonexistent '${this.prototype.type}.${t}'`);const r=Object.assign({},this.prototype._props);r[t]=Object.assign(Object.assign({},n),{default_value:e}),this.prototype._props=r}}toString(){return`${this.type}(${this.id})`}property(e){const t=this.properties[e];if(null!=t)return t;throw new Error(`unknown property ${this.type}.${e}`)}get attributes(){const e={};for(const t of this)e[t.attr]=t.get_value();return e}[m.clone](e){const t=new Map;for(const s of this)s.dirty&&t.set(s.attr,e.clone(s.get_value()));return new this.constructor(t)}[y.equals](e,t){for(const s of this){const n=e.property(s.attr);if(!t.eq(s.get_value(),n.get_value()))return!1}return!0}[v.pretty](e){const t=e.token,s=[];for(const n of this)if(n.dirty){const r=n.get_value();s.push(`${n.attr}${t(":")} ${e.to_string(r)}`)}return`${this.constructor.__qualified__}${t("(")}${t("{")}${s.join(`${t(",")} `)}${t("}")}${t(")")}`}[d.serialize](e){const t=this.ref();e.add_ref(this,t);const 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n)e.change.emit();if(!r){if(!t.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}}setv(e,t={}){const s=(0,l.entries)(e);if(0==s.length)return;if(!0===t.silent){this._watchers=new WeakMap;for(const[e,t]of s)this.properties[e].set_value(t);return}const n=new Map,r=new Map;for(const[e,t]of s){const s=this.properties[e];n.set(s,t),r.set(s,s.get_value())}this._setv(n,t);const{document:i}=this;if(null!=i){const e=[];for(const[t,s]of r)e.push([t,s,t.get_value()]);for(const[,t,s]of e)if(this._needs_invalidate(t,s)){i._invalidate_all_models();break}this._push_changes(e,t)}}getv(e){return this.property(e).get_value()}ref(){return{id:this.id}}struct(){const e={type:this.type,id:this.id,attributes:{}};return null!=this._subtype&&(e.subtype=this._subtype),e}set_subtype(e){this._subtype=e}*[Symbol.iterator](){yield*(0,l.values)(this.properties)}*syncable_properties(){for(const e of this)e.syncable&&(yield e)}serializable_attributes(){const e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error("models must be owned by only a single document");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},
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q{valid(e){return(0,m.isNumber)(e)&&0<=e&&e<=1}}n.Percent=B,B.__name__="Percent";class F extends f{valid(e){return(0,m.isString)(e)}}n.String=F,F.__name__="String";class D extends f{valid(e){return null===e||(0,m.isString)(e)}}n.NullString=D,D.__name__="NullString";class U extends F{}n.FontSize=U,U.__name__="FontSize";class M extends F{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.Font=M,M.__name__="Font";class R extends f{valid(e){return(0,m.isString)(e)&&(0,_.includes)(this.enum_values,e)}}function k(e){return class extends R{get enum_values(){return[...e]}}}n.EnumProperty=R,R.__name__="EnumProperty",n.Enum=k;class O extends R{get enum_values(){return[...o.Direction]}normalize(e){const t=new Uint8Array(e.length);for(let n=0;n<e.length;n++)switch(e[n]){case"clock":t[n]=0;break;case"anticlock":t[n]=1}return t}}n.Direction=O,O.__name__="Direction",n.Anchor=k(o.Anchor),n.AngleUnits=k(o.AngleUnits),n.BoxOrigin=k(o.BoxOrigin),n.ButtonType=k(o.ButtonType),n.CalendarPosition=k(o.CalendarPosition),n.Dimension=k(o.Dimension),n.Dimensions=k(o.Dimensions),n.Distribution=k(o.Distribution),n.FontStyle=k(o.FontStyle),n.HatchPatternType=k(o.HatchPatternType),n.HTTPMethod=k(o.HTTPMethod),n.HexTileOrientation=k(o.HexTileOrientation),n.HoverMode=k(o.HoverMode),n.LatLon=k(o.LatLon),n.LegendClickPolicy=k(o.LegendClickPolicy),n.LegendLocation=k(o.LegendLocation),n.LineCap=k(o.LineCap),n.LineJoin=k(o.LineJoin),n.LinePolicy=k(o.LinePolicy),n.Location=k(o.Location),n.Logo=k(o.Logo),n.MarkerType=k(o.MarkerType),n.MutedPolicy=k(o.MutedPolicy),n.Orientation=k(o.Orientation),n.OutputBackend=k(o.OutputBackend),n.PaddingUnits=k(o.PaddingUnits),n.Place=k(o.Place),n.PointPolicy=k(o.PointPolicy),n.RadiusDimension=k(o.RadiusDimension),n.RenderLevel=k(o.RenderLevel),n.RenderMode=k(o.RenderMode),n.ResetPolicy=k(o.ResetPolicy),n.RoundingFunction=k(o.RoundingFunction),n.Side=k(o.Side),n.SizingMode=k(o.SizingMode),n.Sort=k(o.Sort),n.SpatialUnits=k(o.SpatialUnits),n.StartEnd=k(o.StartEnd),n.StepMode=k(o.StepMode),n.TapBehavior=k(o.TapBehavior),n.TextAlign=k(o.TextAlign),n.TextBaseline=k(o.TextBaseline),n.TextureRepetition=k(o.TextureRepetition),n.TickLabelOrientation=k(o.TickLabelOrientation),n.TooltipAttachment=k(o.TooltipAttachment),n.UpdateMode=k(o.UpdateMode),n.VerticalAlign=k(o.VerticalAlign);class E extends f{get_value(){const{value:e,expr:t,transform:n}=this.spec;return null!=t||null!=n?this.spec:e}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}uniform(e){var t;const{expr:n,value:r,transform:a}=this.spec,i=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=n.compute(e);return null!=a&&(t=a.compute(t)),t=this.materialize(t),this.scalar(t,i)}{let e=r;return null!=a&&(e=a.compute(e)),e=this.materialize(e),this.scalar(e,i)}}}n.ScalarSpec=E,E.__name__="ScalarSpec";class V extends E{}n.AnyScalar=V,V.__name__="AnyScalar";class $ extends E{}n.ColorScalar=$,$.__name__="ColorScalar";class I extends E{}n.NumberScalar=I,I.__name__="NumberScalar";class J extends E{}n.StringScalar=J,J.__name__="StringScalar";class X extends E{}n.NullStringScalar=X,X.__name__="NullStringScalar";class Y extends E{}n.ArrayScalar=Y,Y.__name__="ArrayScalar";class H extends E{}n.LineJoinScalar=H,H.__name__="LineJoinScalar";class j extends E{}n.LineCapScalar=j,j.__name__="LineCapScalar";class G extends E{}n.LineDashScalar=G,G.__name__="LineDashScalar";class K extends E{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.FontScalar=K,K.__name__="FontScalar";class Q extends E{}n.FontSizeScalar=Q,Q.__name__="FontSizeScalar";class W extends E{}n.FontStyleScalar=W,W.__name__="FontStyleScalar";class Z extends E{}n.TextAlignScalar=Z,Z.__name__="TextAlignScalar";class ee extends E{}n.TextBaselineScalar=ee,ee.__name__="TextBaselineScalar";class te extends f{get_value(){return null===this.spec.value?null:this.spec}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}v_materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}vector(e){return new y.UniformVector(e)}uniform(e){var t;const{field:n,expr:r,value:a,transform:i}=this.spec,s=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=e.get_column(n);return null!=t?(null!=i&&(t=i.v_compute(t)),t=this.v_materialize(t),this.vector(t)):(l.logger.warn(`attempted to retrieve property array for nonexistent field '${n}'`),this.scalar(null,s))}if(null!=r){let t=r.v_compute(e);return null!=i&&(t=i.v_compute(t)),t=this.v_materialize(t),this.vector(t)}{let e=a;return null!=i&&(e=i.compute(e)),e=this.materialize(e),this.scalar(e,s)}}array(e){var t;let n;const r=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=this.spec.field){const t=e.get_column(this.spec.field);if(null!=t)n=this.normalize(t);else{l.logger.warn(`attempted to retrieve property array for nonexistent field '${this.spec.field}'`);const e=new Float64Array(r);e.fill(NaN),n=e}}else if(null!=this.spec.expr)n=this.normalize(this.spec.expr.v_compute(e));else{const e=this._value(!1);if((0,m.isNumber)(e)){const t=new Float64Array(r);t.fill(e),n=t}else n=(0,_.repeat)(e,r)}return null!=this.spec.transform&&(n=this.spec.transform.v_compute(n)),n}}n.VectorSpec=te,te.__name__="VectorSpec";class ne extends te{}n.DataSpec=ne,ne.__name__="DataSpec";class re extends te{_update(e){super._update(e);const{units:t}=this.spec;if(null!=t&&!(0,_.includes)(this.valid_units,t))throw new Error(`units must be one of ${this.valid_units.join(", ")}; got: ${t}`)}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:this.default_units}set units(e){e!=this.default_units?this.spec.units=e:delete this.spec.units}}n.UnitsSpec=re,re.__name__="UnitsSpec";class ae extends re{array(e){return new Float64Array(super.array(e))}}n.NumberUnitsSpec=ae,ae.__name__="NumberUnitsSpec";class ie extends ne{}n.BaseCoordinateSpec=ie,ie.__name__="BaseCoordinateSpec";class se extends ie{}n.CoordinateSpec=se,se.__name__="CoordinateSpec";class le extends ie{}n.CoordinateSeqSpec=le,le.__name__="CoordinateSeqSpec";class oe extends ie{}n.CoordinateSeqSeqSeqSpec=oe,oe.__name__="CoordinateSeqSeqSeqSpec";class ce extends se{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSpec=ce,ce.__name__="XCoordinateSpec";class _e extends se{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSpec=_e,_e.__name__="YCoordinateSpec";class ue extends le{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSeqSpec=ue,ue.__name__="XCoordinateSeqSpec";class de extends le{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSeqSpec=de,de.__name__="YCoordinateSeqSpec";class Se extends oe{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSeqSeqSeqSpec=Se,Se.__name__="XCoordinateSeqSeqSeqSpec";class pe extends oe{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSeqSeqSeqSpec=pe,pe.__name__="YCoordinateSeqSeqSeqSpec";class me extends ae{get default_units(){return"rad"}get valid_units(){return[...o.AngleUnits]}materialize(e){return e*-(0,d.to_radians_coeff)(this.units)}v_materialize(e){const t=-(0,d.to_radians_coeff)(this.units),n=new Float32Array(e.length);return(0,u.mul)(e,t,n),n}array(e){throw new Error("not supported")}}n.AngleSpec=me,me.__name__="AngleSpec";class he extends ae{get default_units(){return"data"}get valid_units(){return[...o.SpatialUnits]}}n.DistanceSpec=he,he.__name__="DistanceSpec";class ve extends he{materialize(e){return null!=e?e:NaN}}n.NullDistanceSpec=ve,ve.__name__="NullDistanceSpec";class ye extends ne{v_materialize(e){return new Uint8Array(e)}array(e){return new Uint8Array(super.array(e))}}n.BooleanSpec=ye,ye.__name__="BooleanSpec";class xe extends ne{v_materialize(e){return(0,m.isTypedArray)(e)?e:new Int32Array(e)}array(e){return new Int32Array(super.array(e))}}n.IntSpec=xe,xe.__name__="IntSpec";class ge extends ne{v_materialize(e){return(0,m.isTypedArray)(e)?e:new Float64Array(e)}array(e){return new Float64Array(super.array(e))}}n.NumberSpec=ge,ge.__name__="NumberSpec";class fe extends ge{valid(e){return(0,m.isNumber)(e)&&e>=0}}n.ScreenSizeSpec=fe,fe.__name__="ScreenSizeSpec";class Ae extends ne{materialize(e){return(0,S.encode_rgba)((0,S.color2rgba)(e))}v_materialize(e){if(!(0,v.is_NDArray)(e)){const t=e.length,n=new c.RGBAArray(4*t);let r=0;for(const t of e){const[e,a,i,s]=(0,S.color2rgba)(t);n[r++]=e,n[r++]=a,n[r++]=i,n[r++]=s}return new c.ColorArray(n.buffer)}if("uint32"==e.dtype&&1==e.dimension)return(0,p.to_big_endian)(e);if("uint8"==e.dtype&&1==e.dimension){const[t]=e.shape,n=new c.RGBAArray(4*t);let r=0;for(const t of e)n[r++]=t,n[r++]=t,n[r++]=t,n[r++]=255;return new c.ColorArray(n.buffer)}if("uint8"==e.dtype&&2==e.dimension){const[t,n]=e.shape;if(4==n)return new c.ColorArray(e.buffer);if(3==n){const r=new c.RGBAArray(4*t);for(let a=0,i=0;a<n*t;)r[i++]=e[a++],r[i++]=e[a++],r[i++]=e[a++],r[i++]=255;return new c.ColorArray(r.buffer)}}else if(("float32"==e.dtype||"float64"==e.dtype)&&2==e.dimension){const[t,n]=e.shape;if(3==n||4==n){const r=new 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+function _(t,s,r,e,i){var n;e();const o=t(26),a=t(11);class _{constructor(t,s=0){this.size=t,this[n]="BitSet",this._count=null,this._nwords=Math.ceil(t/32),0==s||1==s?(this._array=new Uint32Array(this._nwords),1==s&&this._array.fill(4294967295)):((0,a.assert)(s.length==this._nwords,"Initializer size mismatch"),this._array=s)}clone(){return new _(this.size,new Uint32Array(this._array))}[(n=Symbol.toStringTag,o.equals)](t,s){if(!s.eq(this.size,t.size))return!1;const{_nwords:r}=this,e=this.size%r,i=0==e?r:r-1;for(let s=0;s<i;s++)if(this._array[s]!=t._array[s])return!1;if(0==e)return!0;{const s=1<<e-1,r=s-1^s;return(this._array[i]&r)==(t._array[i]&r)}}static all_set(t){return new _(t,1)}static all_unset(t){return new _(t,0)}static from_indices(t,s){const r=new _(t);for(const t of s)r.set(t);return r}static from_booleans(t,s){const r=new _(t),e=Math.min(t,s.length);for(let t=0;t<e;t++)s[t]&&r.set(t);return r}_check_bounds(t){(0,a.assert)(0<=t&&t<this.size,`Out of bounds: 0 <= ${t} < ${this.size}`)}get(t){this._check_bounds(t);const s=t>>>5,r=31&t;return!!(this._array[s]>>r&1)}set(t,s=!0){this._check_bounds(t),this._count=null;const r=t>>>5,e=31&t;s?this._array[r]|=1<<e:this._array[r]&=~(1<<e)}unset(t){this.set(t,!1)}*[Symbol.iterator](){yield*this.ones()}get count(){let t=this._count;return null==t&&(this._count=t=this._get_count()),t}_get_count(){const{_array:t,_nwords:s,size:r}=this;let e=0;for(let i=0,n=0;n<s;n++){const s=t[n];if(0==s)i+=32;else for(let t=0;t<32&&i<r;t++,i++)s>>>t&1&&(e+=1)}return e}*ones(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(0!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1&&(yield e);else e+=32}}*zeros(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(4294967295!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1||(yield e);else e+=32}}_check_size(t){(0,a.assert)(this.size==t.size,"Size mismatch")}add(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]|=t._array[s]}intersect(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]&=t._array[s]}subtract(t){this._check_size(t);for(let s=0;s<this._nwords;s++){const r=this._array[s],e=t._array[s];this._array[s]=(r^e)&r}}union(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]|=t._array[r];return s}intersection(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]&=t._array[r];return s}difference(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++){const e=this._array[r],i=t._array[r];s._array[r]=(e^i)&e}return s}select(t){(0,a.assert)(this.size<=t.length,"Size mismatch");const s=this.count,r=new t.constructor(s);let e=0;for(const s of this)r[e++]=t[s];return r}}r.BitSet=_,_.__name__="BitSet"},
+function _(t,e,r,n,s){n();const o=t(8),{hasOwnProperty:c}=Object.prototype;function a(t){return(0,o.isObject)(t)&&void 0!==t[r.equals]}r.equals=Symbol("equals"),r.wildcard=Symbol("wildcard");const i=Object.prototype.toString;class u{constructor(){this.a_stack=[],this.b_stack=[]}eq(t,e){if(Object.is(t,e))return!0;if(t===r.wildcard||e===r.wildcard)return!0;if(null==t||null==e)return t===e;const n=i.call(t);if(n!=i.call(e))return!1;switch(n){case"[object Number]":return this.numbers(t,e);case"[object RegExp]":case"[object String]":return`${t}`==`${e}`;case"[object Date]":case"[object Boolean]":return+t==+e}const{a_stack:s,b_stack:o}=this;let c=s.length;for(;c--;)if(s[c]===t)return o[c]===e;s.push(t),o.push(e);const u=(()=>{if(a(t)&&a(e))return t[r.equals](e,this);switch(n){case"[object Array]":case"[object Uint8Array]":case"[object Int8Array]":case"[object Uint16Array]":case"[object Int16Array]":case"[object Uint32Array]":case"[object Int32Array]":case"[object Float32Array]":case"[object Float64Array]":return this.arrays(t,e);case"[object Map]":return this.maps(t,e);case"[object Set]":return this.sets(t,e);case"[object Object]":if(t.constructor==e.constructor&&(null==t.constructor||t.constructor===Object))return this.objects(t,e);case"[object Function]":if(t.constructor==e.constructor&&t.constructor===Function)return this.eq(`${t}`,`${e}`)}if(t instanceof Node)return this.nodes(t,e);throw Error(`can't compare objects of type ${n}`)})();return s.pop(),o.pop(),u}numbers(t,e){return Object.is(t,e)}arrays(t,e){const{length:r}=t;if(r!=e.length)return!1;for(let n=0;n<r;n++)if(!this.eq(t[n],e[n]))return!1;return!0}iterables(t,e){const r=t[Symbol.iterator](),n=e[Symbol.iterator]();for(;;){const t=r.next(),e=n.next();if(t.done&&e.done)return!0;if(t.done||e.done)return!1;if(!this.eq(t.value,e.value))return!1}}maps(t,e){if(t.size!=e.size)return!1;for(const[r,n]of t)if(!e.has(r)||!this.eq(n,e.get(r)))return!1;return!0}sets(t,e){if(t.size!=e.size)return!1;for(const r of t)if(!e.has(r))return!1;return!0}objects(t,e){const r=Object.keys(t);if(r.length!=Object.keys(e).length)return!1;for(const n of r)if(!c.call(e,n)||!this.eq(t[n],e[n]))return!1;return!0}nodes(t,e){return t.nodeType==e.nodeType&&(t.textContent==e.textContent&&!!this.iterables(t.childNodes,e.childNodes))}}r.Comparator=u,u.__name__="Comparator";const{abs:l}=Math;class b extends u{constructor(t=1e-4){super(),this.tolerance=t}numbers(t,e){return super.numbers(t,e)||l(t-e)<this.tolerance}}function f(t,e){return(new u).eq(t,e)}r.SimilarComparator=b,b.__name__="SimilarComparator",r.is_equal=f,r.is_similar=function(t,e,r){return new b(r).eq(t,e)},r.isEqual=f},
+function _(n,i,e,t,r){t(),e.is_windows=navigator.appVersion.includes("Windows"),e.is_ie=(()=>{const n=navigator.userAgent;return n.includes("MSIE")||n.includes("Trident")||n.includes("Edge")})(),e.is_mobile="undefined"!=typeof window&&("ontouchstart"in window||navigator.maxTouchPoints>0),e.is_little_endian=(()=>{const n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;let e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e})(),e.BYTE_ORDER=e.is_little_endian?"little":"big",e.to_big_endian=function(n){if(e.is_little_endian){const i=new Uint32Array(n.length),e=new DataView(i.buffer);let t=0;for(const i of n)e.setUint32(t,i),t+=4;return i}return n}},
+function _(e,t,r,s,_){s();class i{constructor(){this._dev=!1,this._wireframe=!1,this._force_webgl=!1}set dev(e){this._dev=e}get dev(){return this._dev}set wireframe(e){this._wireframe=e}get wireframe(){return this._wireframe}set force_webgl(e){this._force_webgl=e}get force_webgl(){return this._force_webgl}}r.Settings=i,i.__name__="Settings",r.settings=new i},
+function _(e,s,t,i,r){var a,n,l,h,u,o,p,c;i();const y=e(8),_=e(11),A=e(26),q=e(30),d=e(31),z=Symbol("__ndarray__");class D extends Uint8Array{constructor(e,s){super(e),this[a]=!0,this.dtype="uint8",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>D.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>D.prototype[q.serialize].call(this,e))}[(a=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint8NDArray=D,D.__name__="Uint8NDArray";class N extends Int8Array{constructor(e,s){super(e),this[n]=!0,this.dtype="int8",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>N.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>N.prototype[q.serialize].call(this,e))}[(n=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int8NDArray=N,N.__name__="Int8NDArray";class f extends Uint16Array{constructor(e,s){super(e),this[l]=!0,this.dtype="uint16",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>f.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>f.prototype[q.serialize].call(this,e))}[(l=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint16NDArray=f,f.__name__="Uint16NDArray";class m extends Int16Array{constructor(e,s){super(e),this[h]=!0,this.dtype="int16",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>m.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>m.prototype[q.serialize].call(this,e))}[(h=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int16NDArray=m,m.__name__="Int16NDArray";class g extends Uint32Array{constructor(e,s){super(e),this[u]=!0,this.dtype="uint32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>g.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>g.prototype[q.serialize].call(this,e))}[(u=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint32NDArray=g,g.__name__="Uint32NDArray";class I extends Int32Array{constructor(e,s){super(e),this[o]=!0,this.dtype="int32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>I.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>I.prototype[q.serialize].call(this,e))}[(o=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int32NDArray=I,I.__name__="Int32NDArray";class U extends Float32Array{constructor(e,s){super(e),this[p]=!0,this.dtype="float32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>U.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>U.prototype[q.serialize].call(this,e))}[(p=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Float32NDArray=U,U.__name__="Float32NDArray";class w extends Float64Array{constructor(e,s){super(e),this[c]=!0,this.dtype="float64",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>w.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>w.prototype[q.serialize].call(this,e))}[(c=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}function x(e){return(0,y.isObject)(e)&&void 0!==e[z]}t.Float64NDArray=w,w.__name__="Float64NDArray",t.is_NDArray=x,t.ndarray=function(e,s={}){let{dtype:t}=s;null==t&&(t=e instanceof ArrayBuffer||(0,y.isArray)(e)?"float64":(()=>{switch(!0){case e instanceof Uint8Array:return"uint8";case e instanceof Int8Array:return"int8";case e instanceof Uint16Array:return"uint16";case e instanceof Int16Array:return"int16";case e instanceof Uint32Array:return"uint32";case e instanceof Int32Array:return"int32";case e instanceof Float32Array:return"float32";case e instanceof Float64Array:return"float64";default:(0,_.unreachable)()}})());const{shape:i}=s;switch(t){case"uint8":return new D(e,i);case"int8":return new N(e,i);case"uint16":return new f(e,i);case"int16":return new m(e,i);case"uint32":return new g(e,i);case"int32":return new I(e,i);case"float32":return new U(e,i);case"float64":return new w(e,i)}}},
+function _(e,r,t,i,s){i();const n=e(11),a=e(13),l=e(8);t.serialize=Symbol("serialize");class o extends Error{}t.SerializationError=o,o.__name__="SerializationError";class f{constructor(e){var r;this._references=new Map,this._definitions=new Map,this._refmap=new Map,this.include_defaults=null===(r=null==e?void 0:e.include_defaults)||void 0===r||r}get_ref(e){return this._references.get(e)}add_ref(e,r){(0,n.assert)(!this._references.has(e)),this._references.set(e,r)}add_def(e,r){const t=this.get_ref(e);(0,n.assert)(null!=t),this._definitions.set(e,r),this._refmap.set(t,r)}get objects(){return new Set(this._references.keys())}get references(){return new Set(this._references.values())}get definitions(){return new Set(this._definitions.values())}resolve_ref(e){return this._refmap.get(e)}remove_ref(e){return this._references.delete(e)}remove_def(e){return this._definitions.delete(e)}to_serializable(e){const r=this.get_ref(e);if(null!=r)return r;if(function(e){return(0,l.isObject)(e)&&void 0!==e[t.serialize]}(e))return e[t.serialize](this);if((0,l.isArray)(e)||(0,l.isTypedArray)(e)){const r=e.length,t=new Array(r);for(let i=0;i<r;i++){const r=e[i];t[i]=this.to_serializable(r)}return t}if((0,l.isPlainObject)(e)){const r={};for(const[t,i]of(0,a.entries)(e))r[t]=this.to_serializable(i);return r}if(null===e||(0,l.isBoolean)(e)||(0,l.isNumber)(e)||(0,l.isString)(e))return e;throw new o(`${Object.prototype.toString.call(e)} is not serializable`)}}t.Serializer=f,f.__name__="Serializer"},
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p(t)},n.toggle_attribute=function(t,e,n){null==n&&(n=!t.hasAttribute(e)),n?t.setAttribute(e,"true"):t.removeAttribute(e)},(g=n.Keys||(n.Keys={}))[g.Backspace=8]="Backspace",g[g.Tab=9]="Tab",g[g.Enter=13]="Enter",g[g.Esc=27]="Esc",g[g.PageUp=33]="PageUp",g[g.PageDown=34]="PageDown",g[g.Left=37]="Left",g[g.Up=38]="Up",g[g.Right=39]="Right",g[g.Down=40]="Down",g[g.Delete=46]="Delete",n.undisplayed=function(t,e){const{display:n}=t.style;t.style.display="none";try{return e()}finally{t.style.display=n}},n.unsized=function(t,e){return m(t,{},e)},n.sized=m;class y{constructor(t){this.root=t,this.known=new Set,this.style=(0,n.style)({type:"text/css"}),c(t,this.style)}append(t){this.known.has(t)||(this.style.appendChild(document.createTextNode(t)),this.known.add(t))}}n.StyleSheet=y,y.__name__="StyleSheet",n.stylesheet=new y(document.head),n.dom_ready=async function(){if("loading"==document.readyState)return new Promise(((t,e)=>{document.addEventListener("DOMContentLoaded",(()=>t()),{once:!0})}))}},
+function _(o,i,t,e,r){e(),t.root="bk-root",t.default=".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}"},
+function _(e,t,r,a,c){a();const n=e(1),l=e(46);c("Line",l.Line),c("LineScalar",l.LineScalar),c("LineVector",l.LineVector);const i=e(49);c("Fill",i.Fill),c("FillScalar",i.FillScalar),c("FillVector",i.FillVector);const s=e(50);c("Text",s.Text),c("TextScalar",s.TextScalar),c("TextVector",s.TextVector);const o=e(51);c("Hatch",o.Hatch),c("HatchScalar",o.HatchScalar),c("HatchVector",o.HatchVector);const u=(0,n.__importStar)(e(48)),V=e(47);c("VisualProperties",V.VisualProperties),c("VisualUniforms",V.VisualUniforms);class h{constructor(e){this._visuals=[];for(const[t,r]of e.model._mixins){const a=(()=>{switch(r){case u.Line:return new l.Line(e,t);case u.LineScalar:return new l.LineScalar(e,t);case u.LineVector:return new l.LineVector(e,t);case u.Fill:return new i.Fill(e,t);case u.FillScalar:return new i.FillScalar(e,t);case u.FillVector:return new i.FillVector(e,t);case u.Text:return new s.Text(e,t);case u.TextScalar:return new s.TextScalar(e,t);case u.TextVector:return new s.TextVector(e,t);case u.Hatch:return new o.Hatch(e,t);case u.HatchScalar:return new o.HatchScalar(e,t);case u.HatchVector:return new o.HatchVector(e,t);default:throw new Error("unknown visual")}})();a instanceof V.VisualProperties&&a.update(),this._visuals.push(a),Object.defineProperty(this,t+a.type,{get:()=>a,configurable:!1,enumerable:!0})}}*[Symbol.iterator](){yield*this._visuals}}r.Visuals=h,h.__name__="Visuals"},
+function _(e,t,i,l,s){l();const a=e(1),n=e(47),h=(0,a.__importStar)(e(48)),o=e(22),_=e(8);function r(e){if((0,_.isArray)(e))return e;switch(e){case"solid":return[];case"dashed":return[6];case"dotted":return[2,4];case"dotdash":return[2,4,6,4];case"dashdot":return[6,4,2,4];default:return e.split(" ").map(Number).filter(_.isInteger)}}i.resolve_line_dash=r;class u extends n.VisualProperties{get doit(){const e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.get_value(),alpha:this.line_alpha.get_value(),width:this.line_width.get_value(),join:this.line_join.get_value(),cap:this.line_cap.get_value(),dash:this.line_dash.get_value(),offset:this.line_dash_offset.get_value()}}set_value(e){const t=this.line_color.get_value(),i=this.line_alpha.get_value();e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.get_value(),e.lineJoin=this.line_join.get_value(),e.lineCap=this.line_cap.get_value(),e.lineDash=r(this.line_dash.get_value()),e.lineDashOffset=this.line_dash_offset.get_value()}}i.Line=u,u.__name__="Line";class c extends n.VisualUniforms{get doit(){const e=this.line_color.value,t=this.line_alpha.value,i=this.line_width.value;return!(0==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.value,alpha:this.line_alpha.value,width:this.line_width.value,join:this.line_join.value,cap:this.line_cap.value,dash:this.line_dash.value,offset:this.line_dash_offset.value}}set_value(e){const t=this.line_color.value,i=this.line_alpha.value;e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.value,e.lineJoin=this.line_join.value,e.lineCap=this.line_cap.value,e.lineDash=r(this.line_dash.value),e.lineDashOffset=this.line_dash_offset.value}}i.LineScalar=c,c.__name__="LineScalar";class d extends n.VisualUniforms{get doit(){const{line_color:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{line_alpha:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{line_width:i}=this;return!i.is_Scalar()||0!=i.value}apply(e,t){const{doit:i}=this;return i&&(this.set_vectorize(e,t),e.stroke()),i}values(e){return{color:this.line_color.get(e),alpha:this.line_alpha.get(e),width:this.line_width.get(e),join:this.line_join.get(e),cap:this.line_cap.get(e),dash:this.line_dash.get(e),offset:this.line_dash_offset.get(e)}}set_vectorize(e,t){const i=this.line_color.get(t),l=this.line_alpha.get(t),s=this.line_width.get(t),a=this.line_join.get(t),n=this.line_cap.get(t),h=this.line_dash.get(t),_=this.line_dash_offset.get(t);e.strokeStyle=(0,o.color2css)(i,l),e.lineWidth=s,e.lineJoin=a,e.lineCap=n,e.lineDash=r(h),e.lineDashOffset=_}}i.LineVector=d,d.__name__="LineVector",u.prototype.type="line",u.prototype.attrs=Object.keys(h.Line),c.prototype.type="line",c.prototype.attrs=Object.keys(h.LineScalar),d.prototype.type="line",d.prototype.attrs=Object.keys(h.LineVector)},
+function _(t,s,o,i,r){i();class e{constructor(t,s=""){this.obj=t,this.prefix=s;const o=this;this._props=[];for(const i of this.attrs){const r=t.model.properties[s+i];r.change.connect((()=>this.update())),o[i]=r,this._props.push(r)}}*[Symbol.iterator](){yield*this._props}update(){}}o.VisualProperties=e,e.__name__="VisualProperties";class p{constructor(t,s=""){this.obj=t,this.prefix=s;for(const o of this.attrs)Object.defineProperty(this,o,{get:()=>t[s+o]})}*[Symbol.iterator](){for(const t of this.attrs)yield this.obj.model.properties[this.prefix+t]}update(){}}o.VisualUniforms=p,p.__name__="VisualUniforms"},
+function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),"black"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,"bevel"],line_cap:[n.LineCap,"butt"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),"gray"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),"black"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),"#444444"],text_alpha:[i.Alpha,1],text_font:[o.Font,"helvetica"],text_font_size:[i.FontSize,"16px"],text_font_style:[n.FontStyle,"normal"],text_align:[n.TextAlign,"left"],text_baseline:[n.TextBaseline,"bottom"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,"black"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,"bevel"],line_cap:[o.LineCapScalar,"butt"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,"gray"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,"black"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,"#444444"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,"helvetica"],text_font_size:[o.FontSizeScalar,"16px"],text_font_style:[o.FontStyleScalar,"normal"],text_align:[o.TextAlignScalar,"left"],text_baseline:[o.TextBaselineScalar,"bottom"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,"black"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,"bevel"],line_cap:[o.LineCapSpec,"butt"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,"gray"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,"black"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,"#444444"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,"helvetica"],text_font_size:[o.FontSizeSpec,"16px"],text_font_style:[o.FontStyleSpec,"normal"],text_align:[o.TextAlignSpec,"left"],text_baseline:[o.TextBaselineSpec,"bottom"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},
+function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__="Fill";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__="FillScalar";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__="FillVector",c.prototype.type="fill",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type="fill",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type="fill",u.prototype.attrs=Object.keys(r.FillVector)},
+function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__="Text";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__="TextScalar";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__="TextVector",h.prototype.type="text",h.prototype.attrs=Object.keys(o.Text),x.prototype.type="text",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type="text",u.prototype.attrs=Object.keys(o.TextVector)},
+function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||" "==a||"blank"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:"transparent"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.Hatch=l,l.__name__="Hatch";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||" "==a||"blank"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:"transparent"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchScalar=o,o.__name__="HatchScalar";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(" "==t||"blank"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:"transparent"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return"repeat";switch(a.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchVector=u,u.__name__="HatchVector",l.prototype.type="hatch",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type="hatch",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type="hatch",u.prototype.attrs=Object.keys(_.HatchVector)},
+function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={" ":"blank",".":"dot",o:"ring","-":"horizontal_line","|":"vertical_line","+":"cross",'"':"horizontal_dash",":":"vertical_dash","@":"spiral","/":"right_diagonal_line","\\":"left_diagonal_line",x:"diagonal_cross",",":"right_diagonal_dash","`":"left_diagonal_dash",v:"horizontal_wave",">":"vertical_wave","*":"criss_cross"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap="square",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case"blank":break;case"dot":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case"ring":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case"horizontal_line":l(e,T,v);break;case"vertical_line":n(e,T,v);break;case"cross":l(e,T,v),n(e,T,v);break;case"horizontal_dash":l(e,v,v);break;case"vertical_dash":n(e,v,v);break;case"spiral":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case"right_diagonal_line":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case"left_diagonal_line":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case"diagonal_cross":t(e,T);break;case"right_diagonal_dash":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case"left_diagonal_dash":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case"horizontal_wave":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case"vertical_wave":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case"criss_cross":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},
+function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.logger.warn("WARNING: Document not defined for updating event callbacks")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(":");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of(0,l.entries)(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){(0,l.isEmpty)(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error("invalid selector")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error("found more than one object matching given selector")}}}s.Model=h,a=h,h.__name__="Model",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},
+function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__="CoordinateTransform";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([["default",this.x_source]])}get y_ranges(){return new Map([["default",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint="log");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__="CoordinateMapping",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__="CompositeScale",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},
+function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__="Scale",_.internal((({Ref:e})=>({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},
+function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__="Transform"},
+function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__="Range",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},
+function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if("auto"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__="Range1d",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},
+function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__="LinearScale"},
+function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__="ContinuousScale"},
+function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__="LogScale"},
+function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__="CategoricalScale"},
+function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?"auto":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),"log"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;"percent"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:"percent"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&("start"==this.follow?a=e+s*l:"end"==this.follow&&(e=a-s*l)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.entries(),i);let[o,r]=this._compute_range(l,_);null!=this._initial_start&&("log"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&("log"==this.scale_hint?this._initial_end>0&&(r=this._initial_end):r=this._initial_end);let h=!1;"auto"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=g,l=g,g.__name__="DataRange1d",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,"percent"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t("log","auto"),"auto"]})))},
+function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__="DataRange",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},
+function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if("x0"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if("x"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if("width"in t)if("left"in t)i=t.left,e=i+t.width;else if("right"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if("height"in t)if("top"in t)h=t.top,r=h+t.height;else if("bottom"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__="BBox"},
+function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r="auto"==n?e:n;return t.length>0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},
+function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if("percent"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),"auto"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__="FactorRange",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,"percent"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},
+function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;"data"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),"data"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__="ArrowView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__="Arrow",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({x_start:[u.XCoordinateSpec,{field:"x_start"}],y_start:[u.YCoordinateSpec,{field:"y_start"}],start_units:[d.SpatialUnits,"data"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:"x_end"}],y_end:[u.YCoordinateSpec,{field:"y_end"}],end_units:[d.SpatialUnits,"data"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},
+function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__="DataAnnotationView";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__="DataAnnotation",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},
+function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,"select"),this.inspect=new l.Signal(this,"inspect"),this.streaming=new l.Signal0(this,"streaming"),this.patching=new l.Signal(this,"patching")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n="data source has columns of inconsistent lengths";if(t)return c.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=w,i=w,w.__name__="ColumnarDataSource",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},
+function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__="DataSource",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},
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+function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__="ArrowHeadView";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__="ArrowHead",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__="OpenHeadView";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__="OpenHead",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__="NormalHeadView";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__="NormalHead",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:"black"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__="VeeHeadView";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__="VeeHead",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:"black"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__="TeeHeadView";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__="TeeHead",c.prototype.default_view=g,c.mixins(h.LineVector)},
+function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},
+function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__="BandView";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__="Band",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o="height"==t?s:i,r="height"==t?i:s,n="height"==t?e.bbox.yview:e.bbox.xview,p="height"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a="data"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_="data"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h="data"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]="height"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__="UpperLowerView";class d extends _.CoordinateSpec{get dimension(){return"width"==this.obj.dimension?"x":"y"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:"data"}}i.XOrYCoordinateSpec=d,d.__name__="XOrYCoordinateSpec";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__="UpperLower",n.define((()=>({dimension:[a.Dimension,"height"],lower:[d,{field:"lower"}],upper:[d,{field:"upper"}],base:[d,{field:"base"}]})))},
+function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:"data"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__="BoxAnnotationView";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__="BoxAnnotation",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,"data"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,"data"],left:[o(t),null],left_units:[c.SpatialUnits,"data"],right:[o(t),null],right_units:[c.SpatialUnits,"data"],render_mode:[c.RenderMode,"canvas"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker="auto"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter="auto"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,"major_label_",k.Text,!0),n=k.attrs_of(this.model,"major_tick_",k.Line,!0),a=k.attrs_of(this.model,"minor_tick_",k.Line,!0),r=k.attrs_of(this.model,"title_",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return"vertical"==t?(0,z.reversed)(e):e})(),[i,o]="vertical"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement("canvas");n.width=i,n.height=o;const a=n.getContext("2d"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return["end","start"];switch(t){case"top_left":return["start","start"];case"top":case"top_center":return["start","center"];case"top_right":return["start","end"];case"bottom_left":return["end","start"];case"bottom":case"bottom_center":return["end","center"];case"bottom_right":return["end","end"];case"left":case"center_left":return["center","start"];case"center":case"center_center":return["center","center"];case"right":case"center_right":return["center","end"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return"auto"==t?null!=this.panel?this.panel.is_horizontal?"horizontal":"vertical":"start"==r||"end"==r||"center"==r&&"center"==a?"vertical":"horizontal":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>"horizontal"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if("horizontal"==s){const{top:e,width:i,height:o}=t;if("end"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if("center"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if("end"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if("center"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x="max",y=void 0,k=void 0,z=void 0):"auto"==("horizontal"==s?e:i)?(x="fixed",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x="fit",y=void 0),"horizontal"==s){const t="auto"==e?void 0:e,o="auto"==i?25:i;w.set_sizing({width_policy:x,height_policy:"min",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"auto"==e?"fit":"fixed",height_policy:"fixed",width:t,height:o})}else{const t="auto"==e?25:e,o="auto"==i?void 0:i;w.set_sizing({width_policy:"min",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"fixed",height_policy:"auto"==i?"fit":"fixed",width:t,height:o})}c.set_sizing({width_policy:"fit",height_policy:"min"}),h.set_sizing({width_policy:"fit",height_policy:"min"}),u.set_sizing({width_policy:"min",height_policy:"fit"}),p.set_sizing({width_policy:"min",height_policy:"fit"});const{_title_view:S}=this;null!=S&&("horizontal"==s?(S.panel=new B.Panel("above"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel("left"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:"horizontal"==s?"below":"right",R=(()=>{switch(O){case"above":return c;case"below":return h;case"left":return u;case"right":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,"horizontal"==s?t.set_sizing({width_policy:"max",height_policy:"min"}):t.set_sizing({width_policy:"min",height_policy:"max"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,["children"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__="ColorBarView";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__="ColorBar",r.prototype.default_view=O,r.mixins([["major_label_",k.Text],["title_",k.Text],["major_tick_",k.Line],["minor_tick_",k.Line],["border_",k.Line],["bar_",k.Line],["background_",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),"top_right"],orientation:[a(y.Orientation,s),"auto"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),"auto"],height:[a(e,s),"auto"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),"auto"],formatter:[a(r(p.TickFormatter),s),"auto"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:"#ffffff",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:"11px",major_tick_line_color:"#ffffff",minor_tick_line_color:null,title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case"above":case"below":switch(this.model.vertical_align){case"top":s=l.top+e;break;case"middle":s=l.vcenter;break;case"bottom":s=l.bottom-e}switch(this.model.align){case"left":i=l.left+t;break;case"center":i=l.hcenter;break;case"right":i=l.right-t}break;case"left":switch(this.model.vertical_align){case"top":i=l.left+e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.right-e}switch(this.model.align){case"left":s=l.bottom-t;break;case"center":s=l.vcenter;break;case"right":s=l.top+t}break;case"right":switch(this.model.vertical_align){case"top":i=l.right-e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.left+e}switch(this.model.align){case"left":s=l.top+t;break;case"center":s=l.vcenter;break;case"right":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic("parallel");("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__="TitleView";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__="Title",a.prototype.default_view=_,a.mixins([h.Text,["border_",h.Line],["background_",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,""],vertical_align:[r.VerticalAlign,"bottom"],align:[r.TextAlign,"left"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:"13px",text_font_style:"bold",text_line_height:1,background_fill_color:null,border_line_color:null})},
+function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),"css"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),"css"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||"css"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position="absolute",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight="normal",n.style.whiteSpace="pre";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?"solid":"dashed",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__="TextAnnotationView";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__="TextAnnotation",n.define((()=>({render_mode:[r.RenderMode,"canvas"]})))},
+function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement("canvas").getContext("2d");let e="";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align="left",this._base_font_size=13,this._x_anchor="left",this._y_anchor="center"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return"ascent_descent"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__="GraphicsBox";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case"top":return"top";case"middle":return"center";case"bottom":return"bottom";default:return"baseline"}})()}infer_text_height(){if(this.text.includes("\n"))return"ascent_descent";{function t(t){for(const e of new Set(t))if(!("0"<=e&&e<="9"))switch(e){case",":case".":case"+":case"-":case"\u2212":case"e":continue;default:return!1}return!0}return t(this.text)?"cap":"ascent_descent"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case"x":case"x_descent":return t.x_height;case"cap":case"cap_descent":return t.cap_height;case"ascent":case"ascent_descent":return t.ascent}})(),n=(()=>{switch(s){case"x":case"cap":case"ascent":return 0;case"x_descent":case"cap_descent":case"ascent_descent":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split("\n").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=""==this.text,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u="%"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p="%"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case"left":return 0;case"center":return.5*i;case"right":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case"top":return 0;case"center":return.5*n;case"bottom":return n;case"baseline":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case"x":case"x_descent":return e.x_height;case"cap":case"cap_descent":return e.cap_height;case"ascent":case"ascent_descent":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split("\n").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p="%"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f="%"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if("justify"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(" "),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{switch(y){case"left":return 0;case"center":return.5*(g-l[e]);case"right":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__="TextBox";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:"left",sy:n,y_anchor:"bottom"},this.expo.position={sx:e.width,x_anchor:"left",sy:i,y_anchor:"bottom"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}}s.BaseExpo=u,u.__name__="BaseExpo";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__="GraphicsBoxes"},
+function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return"undefined"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext("2d")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement("canvas");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext("2d");return e=>{t.font=e;const n=t.measureText("M"),r=t.measureText("x"),l=t.measureText("\xc5\u015ag|"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext("2d");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText("M"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle="#f00",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle="#000";for(const t of"xa")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of"ASQ")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of"\xc5\u015agy")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText("M"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle="#f00",e.fillRect(0,0,u,i);e.font=a,e.fillStyle="#000",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{try{return o("normal 10px sans-serif"),o}catch(t){return u}})(),h=(()=>{try{return s("A","normal 10px sans-serif"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\s*(\d+(\.\d+)?)(\w+)\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},
+function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__="AffineTransform"},
+function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:"bottom",normal:"center",horizontal:"bottom",vertical:"center"},below:{parallel:"top",normal:"center",horizontal:"top",vertical:"center"},left:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"},right:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"}},g={above:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},below:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},left:{parallel:"center",normal:"right",horizontal:"right",vertical:"center"},right:{parallel:"center",normal:"left",horizontal:"left",vertical:"center"}},_={above:"right",below:"left",left:"right",right:"left"},b={above:"left",below:"right",left:"right",right:"left"};class z{constructor(t){this.side=t}get dimension(){return"above"==this.side||"below"==this.side?0:1}get normals(){switch(this.side){case"above":return[0,-1];case"below":return[0,1];case"left":return[-1,0];case"right":return[1,0]}}get orientation(){return this.is_horizontal?"horizontal":"vertical"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:"center",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__="Panel";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:"max",height_policy:"fixed"}):this.set_sizing({width_policy:"fixed",height_policy:"max"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__="SideLayout"},
+function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__="Sizeable",i.SizingPolicy=(0,n.Enum)("fixed","fit","min","max")},
+function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:"fit",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:"fit",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:"start",b=null!==(s=i.valign)&&void 0!==s?s:"start";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return"max"==this.sizing.width_policy}is_height_expanding(){return"max"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if("fixed"!=n&&"fixed"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else"fixed"==n?h=_(t/e):"fixed"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>"fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>"fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__="Layoutable";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case"fixed":return null!=h?h:0;case"min":return null!=h?l(i.width,h):0;case"fit":return null!=h?l(i.width,h):i.width;case"max":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case"fixed":return null!=t?t:0;case"min":return null!=t?l(i.height,t):0;case"fit":return null!=t?l(i.height,t):i.height;case"max":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__="LayoutItem";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case"fixed":return null!=this.sizing.width?this.sizing.width:t.width;case"min":return t.width;case"fit":return h.width;case"max":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case"fixed":return null!=this.sizing.height?this.sizing.height:t.height;case"min":return t.height;case"fit":return h.height;case"max":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__="ContentLayoutable"},
+function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint="log");const s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get("default")}get y_scale(){return this._y_scales.get("default")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__="CartesianFrame"},
+function _(i,s,x,A,o){A(),o("Axis",i(128).Axis),o("CategoricalAxis",i(140).CategoricalAxis),o("ContinuousAxis",i(143).ContinuousAxis),o("DatetimeAxis",i(144).DatetimeAxis),o("LinearAxis",i(145).LinearAxis),o("LogAxis",i(162).LogAxis),o("MercatorAxis",i(165).MercatorAxis)},
+function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic("parallel"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case"above":return[t.hcenter,t.bottom];case"below":return[t.hcenter,t.top];case"left":return[t.right,t.vcenter];case"right":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics("parallel"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic("parallel"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case"below":i=z(this.layout.bbox.top-t.bbox.bottom);break;case"above":i=z(this.layout.bbox.bottom-t.bbox.top);break;case"right":e=z(this.layout.bbox.left-t.bbox.right);break;case"left":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if("auto"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}const[,e]=this.ranges;switch(this.panel.side){case"left":case"below":return e.start;case"right":case"above":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__="AxisView";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__="Axis",l.prototype.default_view=M,l.mixins([["axis_",c.Line],["major_tick_",c.Line],["minor_tick_",c.Line],["major_label_",c.Text],["axis_label_",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),"auto"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),"horizontal"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.override({axis_line_color:"black",major_tick_line_color:"black",minor_tick_line_color:"black",major_label_text_font_size:"11px",major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label_text_font_size:"13px",axis_label_text_font_style:"italic"})},
+function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__="GuideRendererView";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__="GuideRenderer",s.override({level:"guide"})},
+function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__="Ticker"},
+function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__="TickFormatter"},
+function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__="LabelingPolicy";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__="AllLabels";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__="NoOverlap",c.define((({Number:e})=>({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction("indices","bboxes","distance",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__="CustomLabelingPolicy",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,""]})))},
+function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__="BaseTextView";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__="BaseText",_.define((({String:e})=>({text:[e]})))},
+function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:"$$",end:"$$",inline:!1},{start:"\\[",end:"\\]",inline:!1},{start:"\\(",end:"\\)",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},
+function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align="left",this._x_anchor="left",this._y_anchor="center",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return"ascent_descent"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),"not_started"==this.provider.status&&await this.provider.fetch(),"not_started"!=this.provider.status&&"loading"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),"loaded"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute("height"))||void 0===t?void 0:t.replace(/([A-z])/g,""))&&void 0!==e?e:"0"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute("width"))||void 0===s?void 0:s.replace(/([A-z])/g,""))&&void 0!==i?i:"0");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute("font",this.font),e.setAttribute("stroke",this.color);const s=e.outerHTML,i=new Blob([s],{type:"image/svg+xml"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||"failed"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__="MathTextView";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__="MathText";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__="AsciiView";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__="Ascii",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__="MathMLView";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__="MathML",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__="TeXView";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__="TeX",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},
+function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin="anonymous";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error("not loaded yet")}}t.ImageLoader=n,n.__name__="ImageLoader"},
+function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)"default"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,"ready"),this.status="not_started"}}a.MathJaxProvider=c,c.__name__="MathJaxProvider";class h extends c{get MathJax(){return null}async fetch(){this.status="failed"}}a.NoProvider=h,h.__name__="NoProvider";class l extends c{get MathJax(){return"undefined"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement("script");t.src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js",t.onload=()=>{this.status="loaded",this.ready.emit()},t.onerror=()=>{this.status="failed"},this.status="loading",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__="CDNProvider";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status="loading";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status="loaded",this.ready.emit()}catch(t){this.status="failed"}}}a.BundleProvider=_,_.__name__="BundleProvider",a.default_provider=new _},
+function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&"code"in r&&"MODULE_NOT_FOUND"===n.code)return null;throw n}var r}},
+function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__="PlainTextView";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__="PlainText",a.prototype.default_view=l},
+function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__="CategoricalAxisView";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__="CategoricalAxis",a.prototype.default_view=u,a.mixins([["separator_",p.Line],["group_",p.Text],["subgroup_",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),"parallel"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),"parallel"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.CategoricalTickFormatter,separator_line_color:"lightgrey",separator_line_width:2,group_text_font_style:"bold",group_text_font_size:"11px",group_text_color:"grey",subgroup_text_font_style:"bold",subgroup_text_font_size:"11px"})},
+function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__="CategoricalTicker"},
+function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__="CategoricalTickFormatter"},
+function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__="ContinuousAxisView";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__="ContinuousAxis"},
+function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__="DatetimeAxisView";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__="DatetimeAxis",s.prototype.default_view=c,s.override({ticker:()=>new _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},
+function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__="LinearAxisView";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__="LinearAxis",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},
+function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t="";for(const e of i)t+="-"==e?"\u2212":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n="auto"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__="BasicTickFormatter",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),"auto"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},
+function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__="BasicTicker"},
+function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__="AdaptiveTicker",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},
+function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__="ContinuousTicker",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},
+function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,"%Y %m %d %H %M %S").split(/\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)("$1%06d",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf("%")?t:(0,o.default)(s,t)}}const f=["microseconds","milliseconds","seconds","minsec","minutes","hourmin","hours","days","months","years"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return"microseconds";case!(e<1):return"milliseconds";case!(e<60):return t>=60?"minsec":"seconds";case!(e<3600):return t>=3600?"hourmin":"minutes";case!(e<86400):return"hours";case!(e<2678400):return"days";case!(e<31536e3):return"months";default:return"years"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push("ERR");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if(("minsec"==i||"hourmin"==i)&&!n){if("minsec"==i&&0==e[4]&&0!=e[5]||"hourmin"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,"");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return o}}e.DatetimeTickFormatter=_,r=_,_.__name__="DatetimeTickFormatter",r.define((({String:s,Array:t})=>({microseconds:[t(s),["%fus"]],milliseconds:[t(s),["%3Nms","%S.%3Ns"]],seconds:[t(s),["%Ss"]],minsec:[t(s),[":%M:%S"]],minutes:[t(s),[":%M","%Mm"]],hourmin:[t(s),["%H:%M"]],hours:[t(s),["%Hh","%H:%M"]],days:[t(s),["%m/%d","%a%d"]],months:[t(s),["%m/%Y","%b %Y"]],years:[t(s),["%Y"]]})))},
+function _(e,t,n,r,o){!function(e){"object"==typeof t&&t.exports?t.exports=e():"function"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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+function _(e,n,t,r,i){
+/*!
+     * numbro.js
+     * version : 1.6.2
+     * author : Företagsplatsen AB
+     * license : MIT
+     * http://www.foretagsplatsen.se
+     */
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Use `cultures` instead"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c="string"==typeof e?e:null},a.defaultFormat=function(e){s="string"==typeof e?e:"0.0"},a.defaultCurrencyFormat=function(e){"string"==typeof e?e:"0$"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if("string"!=typeof e&&(e+="",console.warn&&console.warn("Numbro.js: Value is not string. It has been co-erced to: ",e)),(e=e.trim()).match(/^\d+$/))return!0;if(""===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r="."===c.delimiters.thousands?"\\.":c.delimiters.thousands,(null===(s=e.match(/^[^\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+"{2}"),!e.match(/[^\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/):!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},
+function _(e,n,t,r,i){!function(){"use strict";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\x25]+/,modulo:/^\x25{2}/,placeholder:/^\x25(?:([1-9]\d*)\$|\(([^)]+)\))?(\+)?(0|'[^$])?(-)?(\d+)?(?:\.(\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\d]*)/i,key_access:/^\.([a-z_][a-z_\d]*)/i,index_access:/^\[(\d+)\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y="";for(s=0;s<g;s++)if("string"==typeof t[s])y+=t[s];else if("object"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property "%s" of undefined value "%s"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&"number"!=typeof i&&isNaN(i))throw new TypeError(n("[sprintf] expecting number but found %T",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case"b":i=parseInt(i,10).toString(2);break;case"c":i=String.fromCharCode(parseInt(i,10));break;case"d":case"i":i=parseInt(i,10);break;case"j":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case"e":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case"f":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case"g":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case"o":i=(parseInt(i,10)>>>0).toString(8);break;case"s":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case"t":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case"T":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case"u":i=parseInt(i,10)>>>0;break;case"v":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case"x":i=(parseInt(i,10)>>>0).toString(16);break;case"X":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f="":(f=u?"+":"-",i=i.toString().replace(e.sign,"")),c=o.pad_char?"0"===o.pad_char?"0":o.pad_char.charAt(1):" ",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):"",y+=o.align?f+i+p:"0"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push("%");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError("[sprintf] unexpected placeholder");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");for(o.push(c[1]);""!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error("[sprintf] mixing positional and named placeholders is not (yet) supported");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),"undefined"!=typeof window&&(window.sprintf=n,window.vsprintf=r,"function"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},
+function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__="DatetimeTicker",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},
+function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__="CompositeTicker",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},
+function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__="DaysTicker",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},
+function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__="SingleIntervalTicker",a.define((({Number:e})=>({interval:[e]})))},
+function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},
+function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__="MonthsTicker",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},
+function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__="YearsTicker"},
+function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__="LogAxisView";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__="LogAxis",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},
+function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:""});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__="LogTickFormatter",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},
+function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),n>0&&h.length>0){const t=e/n,o=(0,a.range)(0,n).map((o=>o*t));for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.range)(1,n+1).map((o=>o*t));for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:r.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,r=c,c.__name__="LogTicker",r.override({mantissas:[1,5]})},
+function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__="MercatorAxisView";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__="MercatorAxis",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:"lat"}),formatter:()=>new n.MercatorTickFormatter({dimension:"lat"})})},
+function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error("MercatorTickFormatter.dimension not configured");if(0==r.length)return[];const e=r.length,o=new Array(e);if("lon"==this.dimension)for(let n=0;n<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__="MercatorTickFormatter",i.define((({Nullable:r})=>({dimension:[r(s.LatLon),null]})))},
+function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),"lon"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__="MercatorTicker",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},
+function _(e,i,r,c,k){c(),k("AdaptiveTicker",e(148).AdaptiveTicker),k("BasicTicker",e(147).BasicTicker),k("CategoricalTicker",e(141).CategoricalTicker),k("CompositeTicker",e(156).CompositeTicker),k("ContinuousTicker",e(149).ContinuousTicker),k("DatetimeTicker",e(155).DatetimeTicker),k("DaysTicker",e(157).DaysTicker),k("FixedTicker",e(169).FixedTicker),k("LogTicker",e(164).LogTicker),k("MercatorTicker",e(167).MercatorTicker),k("MonthsTicker",e(160).MonthsTicker),k("SingleIntervalTicker",e(158).SingleIntervalTicker),k("Ticker",e(130).Ticker),k("YearsTicker",e(161).YearsTicker),k("BinnedTicker",e(170).BinnedTicker)},
+function _(r,t,e,i,n){var s;i();const _=r(149);class c extends _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__="FixedTicker",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},
+function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h="auto"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__="BinnedTicker",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},
+function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__="ScanningColorMapper"},
+function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__="ContinuousColorMapper",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},
+function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,"metrics_change")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__="ColorMapper",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,"gray"]})))},
+function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error("mapping single values is not supported")}}n.Mapper=t,t.__name__="Mapper"},
+function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:"grey"},line:{line_alpha:.3,line_color:"grey"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i="fill"in this.glyph.visuals,s="line"in this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h("auto"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,"auto");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__="GlyphRendererView";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__="GlyphRenderer",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),"auto"],selection_glyph:[i(s(r.Glyph),t,l),"auto"],muted_glyph:[i(s(r.Glyph),t,l),"auto"],muted:[e,!1]})))},
+function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__="DataRendererView";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__="DataRenderer",s.override({level:"glyph"})},
+function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;"v"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__="LineView";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__="Line",_.prototype.default_view=d,_.mixins(a.LineScalar)},
+function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__="XYGlyphView";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__="XYGlyph",a.define((({})=>({x:[c.XCoordinateSpec,{field:"x"}],y:[c.YCoordinateSpec,{field:"y"}]})))},
+function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case"center":case"center_center":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i="edge",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if("center"==i)for(let e=0;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case"point":if(null!=this._hit_point)return this._hit_point(e);break;case"span":if(null!=this._hit_span)return this._hit_span(e);break;case"rect":if(null!=this._hit_rect)return this._hit_rect(e);break;case"poly":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _="x"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n="x"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__="GlyphView";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__="Glyph"},
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+function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error("Data not yet indexed - call index.finish().");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__="_FlatBush";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__="SpatialIndex"},
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+function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;"point"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):"v"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},
+function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},
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+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__="HAreaView";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__="HArea",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:"x1"}],x2:[o.XCoordinateSpec,{field:"x2"}],y:[o.YCoordinateSpec,{field:"y"}]})))},
+function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__="AreaView";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__="Area",c.mixins([t.FillScalar,t.HatchScalar])},
+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__="VAreaView";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__="VArea",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:"x"}],y1:[o.YCoordinateSpec,{field:"y1"}],y2:[o.YCoordinateSpec,{field:"y2"}]})))},
+function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__="CDSView",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},
+function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__="Filter"},
+function _(t,r,a,e,c){e(),c("BasicTickFormatter",t(146).BasicTickFormatter),c("CategoricalTickFormatter",t(142).CategoricalTickFormatter),c("DatetimeTickFormatter",t(150).DatetimeTickFormatter),c("FuncTickFormatter",t(193).FuncTickFormatter),c("LogTickFormatter",t(163).LogTickFormatter),c("MercatorTickFormatter",t(166).MercatorTickFormatter),c("NumeralTickFormatter",t(194).NumeralTickFormatter),c("PrintfTickFormatter",t(195).PrintfTickFormatter),c("TickFormatter",t(131).TickFormatter)},
+function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function("tick","index","ticks",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__="FuncTickFormatter",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,""]})))},
+function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case"round":case"nearest":return Math.round;case"floor":case"rounddown":return Math.floor;case"ceil":case"roundup":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__="NumeralTickFormatter",a.define((({String:r})=>({format:[r,"0,0"],language:[r,"en"],rounding:[i.RoundingFunction,"round"]})))},
+function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__="PrintfTickFormatter",e.define((({String:t})=>({format:[t,"%s"]})))},
+function _(r,o,a,p,e){p(),e("CategoricalColorMapper",r(197).CategoricalColorMapper),e("CategoricalMarkerMapper",r(199).CategoricalMarkerMapper),e("CategoricalPatternMapper",r(200).CategoricalPatternMapper),e("ContinuousColorMapper",r(172).ContinuousColorMapper),e("ColorMapper",r(173).ColorMapper),e("LinearColorMapper",r(201).LinearColorMapper),e("LogColorMapper",r(202).LogColorMapper),e("ScanningColorMapper",r(171).ScanningColorMapper),e("EqHistColorMapper",r(203).EqHistColorMapper)},
+function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__="CategoricalColorMapper",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},
+function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},
+function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__="CategoricalMarkerMapper",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,"circle"]})))},
+function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__="CategoricalPatternMapper",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType," "]})))},
+function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__="LinearColorMapper"},
+function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__="LogColorMapper"},
+function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__="EqHistColorMapper",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},
+function _(a,e,l,c,n){c(),n("CategoricalScale",a(62).CategoricalScale),n("ContinuousScale",a(60).ContinuousScale),n("LinearScale",a(59).LinearScale),n("LinearInterpolationScale",a(205).LinearInterpolationScale),n("LogScale",a(61).LogScale),n("Scale",a(55).Scale)},
+function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error("not implemented")}get s_invert(){throw new Error("not implemented")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__="LinearInterpolationScale",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},
+function _(a,n,e,g,R){g(),R("DataRange",a(64).DataRange),R("DataRange1d",a(63).DataRange1d),R("FactorRange",a(67).FactorRange),R("Range",a(57).Range),R("Range1d",a(58).Range1d)},
+function _(a,o,i,t,e){t();var n=a(124);e("Sizeable",n.Sizeable),e("SizingPolicy",n.SizingPolicy);var c=a(125);e("Layoutable",c.Layoutable),e("LayoutItem",c.LayoutItem);var r=a(208);e("HStack",r.HStack),e("VStack",r.VStack);var l=a(209);e("Grid",l.Grid),e("Row",l.Row),e("Column",l.Column);var S=a(210);e("ContentBox",S.ContentBox),e("VariadicBox",S.VariadicBox)},
+function _(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__="Stack";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__="HStack";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__="VStack";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return"fixed"==e&&null!=h?h:n;switch(e){case"fixed":return null!=h?h:n;case"min":return n;case"fit":return null!=h?i(t.width,h):t.width;case"max":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return"fixed"==h&&null!=e?e:o;switch(h){case"fixed":return null!=e?e:o;case"min":return o;case"fit":return null!=e?i(t.height,e):t.height;case"max":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case"start_start":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case"start_center":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case"start_end":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case"center_start":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case"center_center":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case"center_end":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case"end_start":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case"end_center":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case"end_end":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__="NodeLayout"},
+function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__="DefaultMap";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__="Container";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows="auto",this.cols="auto",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if("fixed"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if("fixed"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s<n;s++){const e=(()=>{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows["*"]:this.rows;return null==i?{policy:"auto"}:(0,r.isNumber)(i)?{policy:"fixed",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:"auto";if("fixed"==e.policy)h[s]={policy:"fixed",height:e.height,align:n};else if("min"==e.policy)h[s]={policy:"min",align:n};else if("fit"==e.policy||"max"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if("auto"!=e.policy)throw new Error("unrechable");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:"max",flex:1,align:n}:h[s]={policy:"min",align:n}}}const a=new Array(l);for(let t=0;t<l;t++){const i=(()=>{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols["*"]:this.cols;return null==s?{policy:"auto"}:(0,r.isNumber)(s)?{policy:"fixed",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:"auto";if("fixed"==i.policy)a[t]={policy:"fixed",width:i.width,align:n};else if("min"==i.policy)a[t]={policy:"min",align:n};else if("fit"==i.policy||"max"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if("auto"!=i.policy)throw new Error("unrechable");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:"max",flex:1,align:n}:a[t]={policy:"min",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t<s;t++){const i=o[t];c[t]="fixed"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]="fixed"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];"fixed"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];"fixed"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:"fixed"==n.policy?n.width:1/0,height:"fixed"==s.policy?s.height:1/0}}));let h;h="fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t<i;t++){const i=e[t];"fit"==i.policy||"max"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if("fit"==i.policy||"max"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){"fixed"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if("fixed"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?i:e,t--}}}c="fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t<s;t++){const i=o[t];"fit"==i.policy||"max"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if("fit"==i.policy||"max"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){"fixed"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if("fixed"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&"auto"!=_[i].align?_[i].align:a.halign,y=t==s&&"auto"!=f[t].align?f[t].align:a.valign;let x=_[i].left;"start"==m?x+=a.margin.left:"center"==m?x+=g((u-p)/2):"end"==m&&(x+=u-a.margin.right-p);let b=f[t].top;"start"==y?b+=a.margin.top:"center"==y?b+=g((w-d)/2):"end"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__="Grid";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows="fit"}}s.Row=d,d.__name__="Row";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols="fit"}}s.Column=u,u.__name__="Column"},
+function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__="ContentBox";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__="VariadicBox";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__="CachedVariadicBox"},
+function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:"fixed"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:"fixed"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return"fixed"!=t&&"fixed"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__="BorderLayout"},
+function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o="data"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a="data"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__="LabelView";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__="Label",o.prototype.default_view=c,o.mixins([u.Text,["border_",u.Line],["background_",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,"data"],y:[t],y_units:[d.SpatialUnits,"data"],text:[e,""],angle:[i,0],angle_units:[d.AngleUnits,"rad"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),"css"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:"none"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){"css"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx="data"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy="data"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t="canvas"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position="absolute",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight="normal",a.style.whiteSpace="pre";const[r,n]=(()=>{switch(this.visuals.text.text_align.get(e)){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?"solid":"dashed",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__="LabelSetView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__="LabelSet",a.prototype.default_view=v,a.mixins([n.TextVector,["border_",n.LineVector],["background_",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:"x"}],y:[h.YCoordinateSpec,{field:"y"}],x_units:[d.SpatialUnits,"data"],y_units:[d.SpatialUnits,"data"],text:[h.StringSpec,{field:"text"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,"canvas"]}))),a.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return"none"==this.model.click_policy?null:"pointer"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if("vertical"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case"top_left":y=p.start+h,k=w.start+h;break;case"top":case"top_center":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case"top_right":y=p.end-h-c,k=w.start+h;break;case"bottom_right":y=p.end-h-c,k=w.end-h-d;break;case"bottom":case"bottom_center":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case"bottom_left":y=p.start+h,k=w.end-h-d;break;case"left":case"center_left":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case"center":case"center_center":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case"right":case"center_right":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_="vertical"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case"hide":for(const t of r.renderers)t.visible=!t.visible;break;case"mute":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _="vertical"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case"none":return!0;case"hide":return(0,b.every)(r.renderers,(t=>t.visible));case"mute":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__="LegendView";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,"item_change")}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=p,o=p,p.__name__="Legend",o.prototype.default_view=x,o.mixins([["label_",r.Text],["title_",r.Text],["inactive_",r.Fill],["border_",r.Line],["background_",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,"vertical"],location:[s(_.LegendLocation,l(t,t)),"top_right"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,"none"]}))),o.override({border_line_color:"#e5e5e5",border_line_alpha:.5,border_line_width:1,background_fill_color:"#ffffff",background_fill_alpha:.95,inactive_fill_color:"white",inactive_fill_alpha:.7,label_text_font_size:"13px",label_text_baseline:"middle",title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!(0,f.includes)(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||c.logger.error("Non matching data sources on legend item renderers");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return["No source found"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):["Invalid field"]}}return[]}}l.LegendItem=h,s=h,h.__name__="LegendItem",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},
+function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&"value"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&"field"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&"expr"in i}},
+function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:"data"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__="PolyAnnotationView";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__="PolyAnnotation",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({xs:[n(t),[]],xs_units:[r.SpatialUnits,"data"],ys:[n(t),[]],ys_units:[r.SpatialUnits,"data"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__="SlopeView";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__="Slope",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:"black"})},
+function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>"data"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;"width"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),"width"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__="SpanView";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__="Span",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,"canvas"],location:[t(e),null],location_units:[c.SpatialUnits,"data"],dimension:[c.Dimension,"width"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:"black"})},
+function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position="absolute",this.el.style.overflow="hidden",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__="ToolbarPanelView";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__="ToolbarPanel",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},
+function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(t){switch(t){case"tap":return"active_tap";case"pan":return"active_drag";case"pinch":case"scroll":return"active_scroll";case"multi":return"active_multi"}return null}function h(t){return"tap"==t||"pan"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),"auto"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];"auto"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__="Toolbar",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),"auto"],active_inspect:[t(e(s.Inspection),i,o),"auto"],active_scroll:[t(e(s.Scroll),i,o),"auto"],active_tap:[t(e(s.Tap),i,o),"auto"],active_multi:[t(e(_.GestureTool),i,o),"auto"]})))},
+function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__="ToolView";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;"width"==i||"both"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return"height"==i||"both"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(", ")}`)}}}n.Tool=_,i=_,_.__name__="Tool",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},
+function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__="GestureToolView";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__="GestureTool"},
+function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o="left"==e||"above"==e,s=this.parent.model.horizontal?"vertical":"horizontal";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:"auto",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on("tap",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on("press",(()=>this._pressed())),this.el.addEventListener("keydown",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,"data:image")?this.el.style.backgroundImage=`url("${t}")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case"right":return{left_of:this.el};case"left":return{right_of:this.el};case"above":return{below:this.el};case"below":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__="ButtonToolButtonView";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__="ButtonToolView";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:"both"==t?o:`${o} (${"width"==t?"x":"y"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__="ButtonTool",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},
+function _(t,e,i,n,r){
+/*! Hammer.JS - v2.0.7 - 2016-04-22
+     * http://hammerjs.github.io/
+     *
+     * Copyright (c) 2016 Jorik Tangelder;
+     * Licensed under the MIT license */
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t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(" "))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct["pan-y"],o=C(n,At)&&!Ct["pan-x"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?"cancel":8&t?"end":4&t?"move":2&t?"start":""}function xt(t){return 16==t?"down":8==t?"up":2==t?"left":4==t?"right":""}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,"recognizeWith",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,"dropRecognizeWith",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,"requireFailure",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,"dropRequireFailure",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:"pan",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?"in":"out";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:"press",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime>e.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:"swipe",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION="2.0.7",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},["rotate"]],[Xt,{direction:6}],[Rt,{direction:6},["swipe"]],[Yt],[Yt,{event:"doubletap",taps:2},["tap"]],[zt]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||""})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,"add",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,"remove",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent("Event");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:"undefined"!=typeof self?self:{}).Hammer=Ft,"function"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},
+function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__="DOMView",_.tag_name="div"},
+function _(o,t,b,r,e){r(),b.root="bk-root",b.toolbar_hidden="bk-toolbar-hidden",b.toolbar="bk-toolbar",b.logo="bk-logo",b.above="bk-above",b.below="bk-below",b.left="bk-left",b.right="bk-right",b.toolbar_button="bk-toolbar-button",b.tool_overflow="bk-tool-overflow",b.active="bk-active",b.divider="bk-divider",b.horizontal="bk-horizontal",b.vertical="bk-vertical",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:" ";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},
+function _(A,g,o,C,l){C(),o.root="bk-root",o.tool_icon_copy_to_clipboard="bk-tool-icon-copy-to-clipboard",o.tool_icon_replace_mode="bk-tool-icon-replace-mode",o.tool_icon_append_mode="bk-tool-icon-append-mode",o.tool_icon_intersect_mode="bk-tool-icon-intersect-mode",o.tool_icon_subtract_mode="bk-tool-icon-subtract-mode",o.tool_icon_clear_selection="bk-tool-icon-clear-selection",o.tool_icon_box_select="bk-tool-icon-box-select",o.tool_icon_box_zoom="bk-tool-icon-box-zoom",o.tool_icon_zoom_in="bk-tool-icon-zoom-in",o.tool_icon_zoom_out="bk-tool-icon-zoom-out",o.tool_icon_help="bk-tool-icon-help",o.tool_icon_hover="bk-tool-icon-hover",o.tool_icon_crosshair="bk-tool-icon-crosshair",o.tool_icon_lasso_select="bk-tool-icon-lasso-select",o.tool_icon_pan="bk-tool-icon-pan",o.tool_icon_xpan="bk-tool-icon-xpan",o.tool_icon_ypan="bk-tool-icon-ypan",o.tool_icon_range="bk-tool-icon-range",o.tool_icon_polygon_select="bk-tool-icon-polygon-select",o.tool_icon_redo="bk-tool-icon-redo",o.tool_icon_reset="bk-tool-icon-reset",o.tool_icon_save="bk-tool-icon-save",o.tool_icon_tap_select="bk-tool-icon-tap-select",o.tool_icon_undo="bk-tool-icon-undo",o.tool_icon_wheel_pan="bk-tool-icon-wheel-pan",o.tool_icon_wheel_zoom="bk-tool-icon-wheel-zoom",o.tool_icon_box_edit="bk-tool-icon-box-edit",o.tool_icon_freehand_draw="bk-tool-icon-freehand-draw",o.tool_icon_poly_draw="bk-tool-icon-poly-draw",o.tool_icon_point_draw="bk-tool-icon-point-draw",o.tool_icon_poly_edit="bk-tool-icon-poly-edit",o.tool_icon_line_edit="bk-tool-icon-line-edit",o.default='.bk-root 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+function _(o,t,e,r,b){r(),e.root="bk-root",e.menu_icon="bk-menu-icon",e.context_menu="bk-context-menu",e.horizontal="bk-horizontal",e.vertical="bk-vertical",e.divider="bk-divider",e.active="bk-active",e.menu="bk-menu",e.above="bk-above",e.below="bk-below",e.caret="bk-caret",e.down="bk-down",e.up="bk-up",e.left="bk-left",e.right="bk-right",e.default=".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}"},
+function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:"vertical",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener("mousedown",this._on_mousedown),document.addEventListener("keydown",this._on_keydown),window.addEventListener("blur",this._on_blur)}_unlisten(){document.removeEventListener("mousedown",this._on_mousedown),document.removeEventListener("keydown",this._on_keydown),window.removeEventListener("blur",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if("left_of"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if("right_of"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if("below"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if("above"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+"px":"",this.el.style.top=null!=i.top?i.top-n.top+"px":"",this.el.style.right=null!=i.right?n.right-i.right+"px":"",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+"px":""}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add("bk-context-menu",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:["bk-menu-icon",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?"bk-active":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener("click",(()=>{this._item_click(i)})),e.addEventListener("keydown",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__="ContextMenu"},
+function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__="OnOffButtonView"},
+function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__="InspectToolView";class a extends l.ButtonTool{constructor(e){super(e),this.event_type="move"}}t.InspectTool=a,c=a,a.__name__="InspectTool",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},
+function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__="ToolbarViewModel",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o="left"==t||"above"==t,e=this.model.horizontal?"vertical":"horizontal";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.remove_views)(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await(0,h.build_views)(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e="grey"===this.model.logo?M.grey:null,l=(0,c.a)({href:"https://bokeh.org/",target:"_blank",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?"\u22ee":"\u22ef"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case"right":return{left_of:h};case"left":return{right_of:h};case"above":return{below:h};case"below":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener("click",(()=>{_()})),h.addEventListener("keydown",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e="png"==t?"canvas":"svg",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__="ToolbarBaseView";class A extends m.Model{constructor(t){super(t)}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.every)(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return"above"===this.toolbar_location||"below"===this.toolbar_location}get vertical(){return"left"===this.toolbar_location||"right"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__="ToolbarBase",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),"normal"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,"right"]}}))},
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+function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,"lineDash",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case"webgl":case"canvas":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext("2d");if(null==t)throw new Error("unable to obtain 2D rendering context");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case"svg":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),"image/png")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:"image/svg+xml"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__="CanvasLayer"},
+function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:"start",right:"end",center:"middle",start:"start",end:"end"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:"alphabetic",hanging:"hanging",top:"text-before-edge",bottom:"text-after-edge",middle:"central"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(",");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return 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HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement("image");if(e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement("canvas");e.width=r,e.height=n;e.getContext("2d").drawImage(t,a,o,l,h,0,0,r,n),t=e}this._apply_transform(e,c);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute("src");if(e.setAttribute("href",i),null!=this._clip_path){const t=this.__createElement("g");t.setAttribute("clip-path",this._clip_path),t.appendChild(e),_.appendChild(t)}else _.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement("image");e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`);const 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if(t instanceof f){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error("unsupported");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}return new m(i,this)}getLineDash(){const{lineDash:t}=this;return(0,a.isString)(t)?t.split(",").map((t=>parseInt(t))):null==t?[]:t}setLineDash(t){t&&t.length>0?this.lineDash=t.join(","):this.lineDash=null}_to_number(t){return(0,a.isNumber)(t)?t:t.baseVal.value}getTransform(){return this._transform.to_DOMMatrix()}setTransform(...t){let e;e=(0,a.isNumber)(t[0])?new DOMMatrix(t):t[0]instanceof DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error("not implemented")}isPointInStroke(...t){throw new Error("not implemented")}createImageData(...t){throw new Error("not implemented")}getImageData(t,e,i,s){throw new Error("not implemented")}putImageData(...t){throw new Error("not implemented")}drawFocusIfNeeded(...t){throw new Error("not implemented")}scrollPathIntoView(...t){throw new Error("not implemented")}}i.SVGRenderingContext2D=f,f.__name__="SVGRenderingContext2D",f.__random=o.random},
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+function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__="ActionToolButtonView";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__="ActionToolView";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,"do")}}n.ActionTool=d,d.__name__="ActionTool"},
+function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__="HelpToolView";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name="Help",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__="HelpTool",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html"]}))),s.override({description:"Click the question mark to learn more about Bokeh plot tools."}),s.register_alias("help",(()=>new _))},
+function _(o,l,g,A,r){A(),g.root="bk-root",g.logo="bk-logo",g.grey="bk-grey",g.logo_small="bk-logo-small",g.logo_notebook="bk-logo-notebook",g.default=".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,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);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}"},
+function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle("bk-tooltip-custom",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case"horizontal":return t<e.hcenter?"right":"left";case"vertical":return s<e.vcenter?"below":"above";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case"right":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case"left":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case"below":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case"above":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:"auto",this.el.style.right=null!=n?`${n}px`:"auto"}}s.TooltipView=p,p.__name__="TooltipView";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__="Tooltip",n.prototype.default_view=p,n.define((({Boolean:e})=>({attachment:[h.TooltipAttachment,"horizontal"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:"overlay"})},
+function _(o,t,r,e,l){e(),r.root="bk-root",r.tooltip="bk-tooltip",r.left="bk-left",r.tooltip_arrow="bk-tooltip-arrow",r.right="bk-right",r.above="bk-above",r.below="bk-below",r.tooltip_row_label="bk-tooltip-row-label",r.tooltip_row_value="bk-tooltip-row-value",r.tooltip_color_block="bk-tooltip-color-block",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},
+function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t="height"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__="WhiskerView";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__="Whisker",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable:t})=>({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:"underlay"})},
+function _(n,o,t,u,e){u(),e("CustomJS",n(245).CustomJS),e("OpenURL",n(247).OpenURL)},
+function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,"cb_obj","cb_data",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__="CustomJS",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,""]})))},
+function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__="Callback"},
+function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error("HTML output is not supported in this context");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__="OpenURL",s.define((({Boolean:e,String:t})=>({url:[t,"http://"],same_tab:[e,!1]})))},
+function _(a,n,i,e,r){e(),r("Canvas",a(249).Canvas),r("CartesianFrame",a(126).CartesianFrame),r("CoordinateMapping",a(54).CoordinateMapping)},
+function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)"default"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement("canvas"),i=t.getContext("webgl",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace("WebGL is supported, but not the required extensions")}else _.logger.trace("WebGL is supported, but bokehjs(.min).js bundle is not available")}else _.logger.trace("WebGL is not supported");return null}()})(),m={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:"bk-canvas-events",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),"webgl"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error("webgl is not available")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug("Blitting WebGL canvas"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__="CanvasView";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__="Canvas",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,"canvas"]})))},
+function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,"pan:start"),this.pan=new _.Signal(this,"pan"),this.pan_end=new _.Signal(this,"pan:end"),this.pinch_start=new _.Signal(this,"pinch:start"),this.pinch=new _.Signal(this,"pinch"),this.pinch_end=new _.Signal(this,"pinch:end"),this.rotate_start=new _.Signal(this,"rotate:start"),this.rotate=new _.Signal(this,"rotate"),this.rotate_end=new _.Signal(this,"rotate:end"),this.tap=new _.Signal(this,"tap"),this.doubletap=new _.Signal(this,"doubletap"),this.press=new _.Signal(this,"press"),this.pressup=new _.Signal(this,"pressup"),this.move_enter=new _.Signal(this,"move:enter"),this.move=new _.Signal(this,"move"),this.move_exit=new _.Signal(this,"move:exit"),this.scroll=new _.Signal(this,"scroll"),this.keydown=new _.Signal(this,"keydown"),this.keyup=new _.Signal(this,"keyup"),this.hammer=new a.default(this.hit_area,{touchAction:"auto",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener("mousemove",(t=>this._mouse_move(t))),this.hit_area.addEventListener("mouseenter",(t=>this._mouse_enter(t))),this.hit_area.addEventListener("mouseleave",(t=>this._mouse_exit(t))),this.hit_area.addEventListener("contextmenu",(t=>this._context_menu(t))),this.hit_area.addEventListener("wheel",(t=>this._mouse_wheel(t))),document.addEventListener("keydown",this),document.addEventListener("keyup",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener("keydown",this),document.removeEventListener("keyup",this)}handleEvent(t){"keydown"==t.type?this._key_down(t):"keyup"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",(t=>this._doubletap(t))),this.hammer.on("tap",(t=>this._tap(t))),this.hammer.on("press",(t=>this._press(t))),this.hammer.on("pressup",(t=>this._pressup(t))),this.hammer.get("pan").set({direction:a.default.DIRECTION_ALL}),this.hammer.on("panstart",(t=>this._pan_start(t))),this.hammer.on("pan",(t=>this._pan(t))),this.hammer.on("panend",(t=>this._pan_end(t))),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",(t=>this._pinch_start(t))),this.hammer.on("pinch",(t=>this._pinch(t))),this.hammer.on("pinchend",(t=>this._pinch_end(t))),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",(t=>this._rotate_start(t))),this.hammer.on("rotate",(t=>this._rotate(t))),this.hammer.on("rotateend",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case"pan":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case"pinch":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case"rotate":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case"move":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case"tap":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case"press":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case"scroll":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&"pinch"==e&&(h.logger.debug("Registering scroll on touch screen"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t="default"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if("panstart"==e.type||"pan"==e.type||"panend"==e.type){let n;if("panstart"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):"pan"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:"panend"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("pinchstart"==e.type||"pinch"==e.type||"pinchend"==e.type){let n;if("pinchstart"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):"pinch"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:"pinchend"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("rotatestart"==e.type||"rotate"==e.type||"rotateend"==e.type){let n;if("rotatestart"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):"rotate"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:"rotateend"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("mouseenter"==e.type||"mousemove"==e.type||"mouseleave"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&("mouseleave"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:"mouseleave",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&("mouseenter"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:"mouseenter",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&"mousemove"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(":")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case"move":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a="default";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a="crosshair")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case"tap":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case"doubletap":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case"scroll":{const t=_[v.is_mobile?"pinch":"scroll"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case"pan":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case"wheel":return new l.MouseWheel(s,n,i,r,e.delta);case"mousemove":return new l.MouseMove(s,n,i,r);case"mouseenter":return new l.MouseEnter(s,n,i,r);case"mouseleave":return new l.MouseLeave(s,n,i,r);case"tap":return new l.Tap(s,n,i,r);case"doubletap":return new l.DoubleTap(s,n,i,r);case"press":return new l.Press(s,n,i,r);case"pressup":return new l.PressUp(s,n,i,r);case"pan":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case"panstart":return new l.PanStart(s,n,i,r);case"panend":return new l.PanEnd(s,n,i,r);case"pinch":return new l.Pinch(s,n,i,r,e.scale);case"pinchstart":return new l.PinchStart(s,n,i,r);case"pinchend":return new l.PinchEnd(s,n,i,r);case"rotate":return new l.Rotate(s,n,i,r,e.rotation);case"rotatestart":return new l.RotateStart(s,n,i,r);case"rotateend":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return"undefined"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__="UIEventBus"},
+function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if("object"==typeof Reflect&&"function"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__="BokehEvent";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__="ModelEvent";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__="DocumentReady",s.DocumentReady=l=a([o("document_ready")],l);let i=class extends c{};s.ButtonClick=i,i.__name__="ButtonClick",s.ButtonClick=i=a([o("button_click")],i);let u=class extends c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__="MenuItemClick",s.MenuItemClick=u=a([o("menu_item_click")],u);class d extends c{}s.UIEvent=d,d.__name__="UIEvent";let m=class extends d{};s.LODStart=m,m.__name__="LODStart",s.LODStart=m=a([o("lodstart")],m);let h=class extends d{};s.LODEnd=h,h.__name__="LODEnd",s.LODEnd=h=a([o("lodend")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__="RangesUpdate",s.RangesUpdate=p=a([o("rangesupdate")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__="SelectionGeometry",s.SelectionGeometry=x=a([o("selectiongeometry")],x);let j=class extends d{};s.Reset=j,j.__name__="Reset",s.Reset=j=a([o("reset")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__="PointEvent";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,n),this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=g,g.__name__="Pan",s.Pan=g=a([o("pan")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__="Pinch",s.Pinch=P=a([o("pinch")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__="Rotate",s.Rotate=O=a([o("rotate")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__="MouseWheel",s.MouseWheel=b=a([o("wheel")],b);let v=class extends y{};s.MouseMove=v,v.__name__="MouseMove",s.MouseMove=v=a([o("mousemove")],v);let E=class extends y{};s.MouseEnter=E,E.__name__="MouseEnter",s.MouseEnter=E=a([o("mouseenter")],E);let R=class extends y{};s.MouseLeave=R,R.__name__="MouseLeave",s.MouseLeave=R=a([o("mouseleave")],R);let M=class extends y{};s.Tap=M,M.__name__="Tap",s.Tap=M=a([o("tap")],M);let f=class extends y{};s.DoubleTap=f,f.__name__="DoubleTap",s.DoubleTap=f=a([o("doubletap")],f);let S=class extends y{};s.Press=S,S.__name__="Press",s.Press=S=a([o("press")],S);let D=class extends y{};s.PressUp=D,D.__name__="PressUp",s.PressUp=D=a([o("pressup")],D);let k=class extends y{};s.PanStart=k,k.__name__="PanStart",s.PanStart=k=a([o("panstart")],k);let L=class extends y{};s.PanEnd=L,L.__name__="PanEnd",s.PanEnd=L=a([o("panend")],L);let U=class extends y{};s.PinchStart=U,U.__name__="PinchStart",s.PinchStart=U=a([o("pinchstart")],U);let C=class extends y{};s.PinchEnd=C,C.__name__="PinchEnd",s.PinchEnd=C=a([o("pinchend")],C);let T=class extends y{};s.RotateStart=T,T.__name__="RotateStart",s.RotateStart=T=a([o("rotatestart")],T);let B=class extends y{};s.RotateEnd=B,B.__name__="RotateEnd",s.RotateEnd=B=a([o("rotateend")],B)},
+function _(t,e,n,l,o){
+/*!
+     * jQuery Mousewheel 3.1.13
+     *
+     * Copyright jQuery Foundation and other contributors
+     * Released under the MIT license
+     * http://jquery.org/license
+     */
+function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},
+function _(m,o,n,r,a){r(),a("Expression",m(254).Expression),a("CustomJSExpr",m(255).CustomJSExpr),a("Stack",m(256).Stack),a("CumSum",m(257).CumSum),a("ScalarExpression",m(254).ScalarExpression),a("Minimum",m(258).Minimum),a("Maximum",m(259).Maximum);var s=m(260);a("XComponent",s.XComponent),a("YComponent",s.YComponent),a("PolarTransform",m(261).PolarTransform)},
+function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__="Expression";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__="ScalarExpression"},
+function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__="CustomJSExpr",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__="Stack",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},
+function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__="CumSum",i.define((({Boolean:e,String:n})=>({field:[n],include_zero:[e,!1]})))},
+function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__="Minimum",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},
+function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__="Maximum",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},
+function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__="CoordinateTransform";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__="XYComponent",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__="XComponent";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__="YComponent"},
+function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e="anticlock"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__="PolarTransform",a.define((({})=>({radius:[l.DistanceSpec,{field:"radius"}],angle:[l.AngleSpec,{field:"angle"}],direction:[c.Direction,"anticlock"]})))},
+function _(e,t,l,r,i){r(),i("BooleanFilter",e(263).BooleanFilter),i("CustomJSFilter",e(264).CustomJSFilter),i("Filter",e(191).Filter),i("GroupFilter",e(265).GroupFilter),i("IndexFilter",e(266).IndexFilter)},
+function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__="BooleanFilter",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},
+function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,"source",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__="CustomJSFilter",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,""]})))},
+function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__="GroupFilter",u.define((({String:n})=>({column_name:[n],group:[n]})))},
+function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__="IndexFilter",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},
+function _(e,a,l,i,t){i(),t("AnnularWedge",e(268).AnnularWedge),t("Annulus",e(269).Annulus),t("Arc",e(270).Arc),t("Bezier",e(271).Bezier),t("Circle",e(272).Circle),t("Ellipse",e(273).Ellipse),t("EllipseOval",e(274).EllipseOval),t("Glyph",e(179).Glyph),t("HArea",e(187).HArea),t("HBar",e(276).HBar),t("HexTile",e(278).HexTile),t("Image",e(279).Image),t("ImageRGBA",e(281).ImageRGBA),t("ImageURL",e(282).ImageURL),t("Line",e(177).Line),t("MultiLine",e(283).MultiLine),t("MultiPolygons",e(284).MultiPolygons),t("Oval",e(285).Oval),t("Patch",e(186).Patch),t("Patches",e(286).Patches),t("Quad",e(287).Quad),t("Quadratic",e(288).Quadratic),t("Ray",e(289).Ray),t("Rect",e(290).Rect),t("Scatter",e(291).Scatter),t("Segment",e(294).Segment),t("Spline",e(295).Spline),t("Step",e(297).Step),t("Text",e(298).Text),t("VArea",e(189).VArea),t("VBar",e(299).VBar),t("Wedge",e(300).Wedge)},
+function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,u.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x="anticlock"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__="AnnularWedgeView";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__="AnnularWedge",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,"anticlock"],inner_radius:[c.DistanceSpec,{field:"inner_radius"}],outer_radius:[c.DistanceSpec,{field:"outer_radius"}],start_angle:[c.AngleSpec,{field:"start_angle"}],end_angle:[c.AngleSpec,{field:"end_angle"}]})))},
+function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,o.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if("data"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__="AnnulusView";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__="Annulus",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:"inner_radius"}],outer_radius:[d.DistanceSpec,{field:"outer_radius"}]})))},
+function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d="anticlock"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__="ArcView";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__="Arc",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[u.DistanceSpec,{field:"radius"}],start_angle:[u.AngleSpec,{field:"start_angle"}],end_angle:[u.AngleSpec,{field:"end_angle"}]})))},
+function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__="BezierView";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__="Bezier",c.prototype.default_view=y,c.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx0:[l.XCoordinateSpec,{field:"cx0"}],cy0:[l.YCoordinateSpec,{field:"cy0"}],cx1:[l.XCoordinateSpec,{field:"cx1"}],cy1:[l.YCoordinateSpec,{field:"cy1"}]}))),c.mixins(r.LineVector)},
+function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure("max_size",{value:i})}_map_data(){if(this.use_radius)if("data"==this.model.properties.radius.units)switch(this.model.radius_dimension){case"x":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case"y":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case"max":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case"min":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&"data"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&"data"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&"data"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if("h"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&"data"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&"data"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__="CircleView";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__="Circle",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number:s})=>({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,"x"],hit_dilation:[s,1]})))},
+function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__="EllipseView";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__="Ellipse",p.prototype.default_view=a},
+function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){"data"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"):this.sw=(0,l.to_screen)(this.width),"data"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);"data"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),"data"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__="EllipseOvalView";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__="EllipseOval"},
+function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return"data"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return"data"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__="CenterRotatableView";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__="CenterRotatable",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:"width"}],height:[_.DistanceSpec,{field:"height"}]})))},
+function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__="HBarView";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__="HBar",a.prototype.default_view=l,a.define((({})=>({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:"y"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:"right"}]})))},
+function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case"top_left":return{x:r,y:n};case"top":case"top_center":return{x:(r+i)/2,y:n};case"top_right":return{x:i,y:n};case"bottom_left":return{x:r,y:a};case"bottom":case"bottom_center":return{x:(r+i)/2,y:a};case"bottom_right":return{x:i,y:a};case"left":case"center_left":return{x:r,y:(n+a)/2};case"center":case"center_center":return{x:(r+i)/2,y:(n+a)/2};case"right":case"center_right":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if("v"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__="BoxView";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__="Box",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},
+function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{HexTileGL:s}=await Promise.resolve().then((()=>(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if("pointytop"==e)for(let e=0;e<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;"flattop"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if("pointytop"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if("v"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__="HexTileView";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__="HexTile",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number:e})=>({r:[c.NumberSpec,{field:"r"}],q:[c.NumberSpec,{field:"q"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,"pointytop"]}))),a.override({line_color:null})},
+function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__="ImageView";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__="Image",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:["#000000","#252525","#525252","#737373","#969696","#bdbdbd","#d9d9d9","#f0f0f0","#ffffff"]})]})))},
+function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,"expected a 2D array"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement("canvas");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext("2d"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){"data"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,"edge",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),"data"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,"edge",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__="ImageBaseView";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__="ImageBase",n.define((({Boolean:e})=>({image:[d.NDArraySpec,{field:"image"}],dw:[d.DistanceSpec,{field:"dw"}],dh:[d.DistanceSpec,{field:"dh"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},
+function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__="ImageRGBAView";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__="ImageRGBA",n.prototype.default_view=i},
+function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a="data"==this.model.properties.w.units,i="data"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case"top_left":case"bottom_left":case"left":case"center_left":return[e,e+t];case"top":case"top_center":case"bottom":case"bottom_center":case"center":case"center_center":return[e-t/2,e+t/2];case"top_right":case"bottom_right":case"right":case"center_right":return[e-t,e]}}function g(e,t){switch(h){case"top_left":case"top":case"top_center":case"top_right":return[e,e-t];case"bottom_left":case"bottom":case"bottom_center":case"bottom_right":return[e+t,e];case"left":case"center_left":case"center":case"center_center":case"right":case"center_right":return[e+t/2,e-t/2]}}if(a)for(let e=0;e<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){"data"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,"edge",this.model.dilate):this.sw=(0,c.to_screen)(this.w),"data"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,"edge",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case"top_left":return[t,s];case"top":case"top_center":return[t-r/2,s];case"top_right":return[t-r,s];case"right":case"center_right":return[t-r,s-a/2];case"bottom_right":return[t-r,s-a];case"bottom":case"bottom_center":return[t-r/2,s-a];case"bottom_left":return[t,s-a];case"left":case"center_left":return[t,s-a/2];case"center":case"center_center":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__="ImageURLView";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__="ImageURL",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({url:[h.StringSpec,{field:"url"}],anchor:[_.Anchor,"top_left"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},
+function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;"v"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__="MultiLineView";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__="MultiLine",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:"xs"}],ys:[h.YCoordinateSeqSpec,{field:"ys"}]}))),r.mixins(_.LineVector)},
+function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,"evenodd"),this.visuals.hatch.apply(t,s,"evenodd"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__="MultiPolygonsView";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__="MultiPolygons",r.prototype.default_view=p,r.define((({})=>({xs:[y.XCoordinateSeqSeqSeqSpec,{field:"xs"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:"ys"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},
+function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__="OvalView";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__="Oval",t.prototype.default_view=p},
+function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__="PatchesView";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__="Patches",a.prototype.default_view=f,a.define((({})=>({xs:[d.XCoordinateSeqSpec,{field:"xs"}],ys:[d.YCoordinateSeqSpec,{field:"ys"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},
+function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__="QuadView";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__="Quad",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:"right"}],bottom:[l.YCoordinateSpec,{field:"bottom"}],left:[l.XCoordinateSpec,{field:"left"}],top:[l.YCoordinateSpec,{field:"top"}]})))},
+function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__="QuadraticView";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__="Quadratic",o.prototype.default_view=y,o.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx:[l.XCoordinateSpec,{field:"cx"}],cy:[l.YCoordinateSpec,{field:"cy"}]}))),o.mixins(r.LineVector)},
+function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){"data"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__="RayView";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__="Ray",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},
+function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)"default"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if("data"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if("data"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,"edge",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__="RectView";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__="Rect",n.prototype.default_view=y,n.define((({Boolean:t})=>({dilate:[t,!1]})))},
+function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__="ScatterView";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__="Scatter",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:"circle"}]})))},
+function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if("h"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__="MarkerView";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__="Marker",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number:e})=>({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},
+function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},
+function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;"v"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&("h"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__="SegmentView";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__="Segment",o.prototype.default_view=y,o.define((({})=>({x0:[h.XCoordinateSpec,{field:"x0"}],y0:[h.YCoordinateSpec,{field:"y0"}],x1:[h.XCoordinateSpec,{field:"x1"}],y1:[h.YCoordinateSpec,{field:"y1"}]}))),o.mixins(c.LineVector)},
+function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__="SplineView";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__="Spline",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},
+function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},
+function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case"before":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case"after":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case"center":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__="StepView";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__="Step",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,"before"]})))},
+function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf("\n")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split("\n"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case"top":l=0;break;case"middle":l=-o/2+_/2;break;case"bottom":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__="TextView";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__="Text",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({text:[a.NullStringSpec,{field:"text"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},
+function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__="VBarView";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__="VBar",o.prototype.default_view=l,o.define((({})=>({x:[_.XCoordinateSpec,{field:"x"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:"top"}]})))},
+function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y="anticlock"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__="WedgeView";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__="Wedge",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[_.DistanceSpec,{field:"radius"}],start_angle:[_.AngleSpec,{field:"start_angle"}],end_angle:[_.AngleSpec,{field:"end_angle"}]})))},
+function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},
+function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__="GraphHitTestPolicy";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__="EdgesOnly";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__="NodesOnly";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];"selection"==d?n=e.selected.indices.map((t=>e.data.index[t])):"inspection"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__="NodesAndLinkedEdges";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];"selection"==d?n=t.selected.indices:"inspection"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__="EdgesAndLinkedNodes"},
+function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__="LayoutProvider";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__="GraphCoordinates",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__="NodeCoordinates";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__="EdgeCoordinates"},
+function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__="StaticLayoutProvider",o.define((({Number:t,Tuple:a,Dict:l})=>({graph_layout:[l(a(t,t)),{}]})))},
+function _(i,d,n,r,G){r(),G("Grid",i(306).Grid)},
+function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords("major",!1);for(let s=0;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords("major");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords("minor");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[1]&&(t=n[1]);else{[s,t]=n;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,t,r.min)[i],h=t.min,c=t.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;i<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__="GridView";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__="Grid",o.prototype.default_view=c,o.mixins([["grid_",l.Line],["minor_grid_",l.Line],["band_",l.Fill],["band_",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({bounds:[r(t(i,i),e),"auto"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:"underlay",band_fill_color:null,band_fill_alpha:0,grid_line_color:"#e5e5e5",minor_grid_line_color:null})},
+function _(o,a,x,B,e){B(),e("Box",o(308).Box),e("Column",o(310).Column),e("GridBox",o(311).GridBox),e("HTMLBox",o(312).HTMLBox),e("LayoutDOM",o(309).LayoutDOM),e("Panel",o(313).Panel),e("Row",o(314).Row),e("Spacer",o(315).Spacer),e("Tabs",o(316).Tabs),e("WidgetBox",o(319).WidgetBox)},
+function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__="BoxView";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__="Box",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},
+function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if("px"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?"relative":"absolute",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener("resize",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener("resize",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):"",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?"block":"none";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?"fixed":"fit"}_height_policy(){return null!=this.model.height?"fixed":"fit"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;"auto"==t&&(t=this._width_policy()),"auto"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if("fixed"==s)t=i="fixed";else if("stretch_both"==s)t=i="max";else if("stretch_width"==s)t="max";else if("stretch_height"==s)i="max";else switch(null==e&&(e="auto"),s){case"scale_width":t="max",i="min";break;case"scale_height":t="min",i="max";break;case"scale_both":t="max",i="max"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),"auto"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e="png"==t?"canvas":"svg",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__="LayoutDOMView";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__="LayoutDOM",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),"auto"],height_policy:[r(m.SizingPolicy,o),"auto"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),"start"],background:[c(l),null],css_classes:[n(s),[]]}}))},
+function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__="ColumnView";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__="Column",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,"auto"]})))},
+function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__="GridBoxView";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__="GridBox",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,"auto"],cols:[s,"auto"],spacing:[a(t,i(t,t)),0]})))},
+function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__="HTMLBoxView";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__="HTMLBox"},
+function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__="Panel",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,""],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},
+function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__="RowView";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__="Row",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,"auto"]})))},
+function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__="SpacerView";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__="Spacer",o.prototype.default_view=u},
+function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t="above"==e||"below"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:"fit",height_policy:"fixed"}):this.header.set_sizing({width_policy:"fixed",height_policy:"fit"});let l=1,h=1;switch(e){case"above":l-=1;break;case"below":l+=1;break;case"left":h-=1;break;case"right":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position="absolute",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t="above"==e||"below"==e,s=(0,d.size)(this.scroll_el),i=(0,d.scroll_size)(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth="",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight="",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener("click",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=(0,d.div)({class:m.close});e.addEventListener("click",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:""},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener("click",(()=>this.do_scroll("left"))),this.right_el.addEventListener("click",(()=>this.do_scroll("right"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;"left"==e?this._scroll_index-=1:"right"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute("disabled",""):this.left_el.removeAttribute("disabled"),this._scroll_index==t-1?this.right_el.setAttribute("disabled",""):this.right_el.removeAttribute("disabled");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if("above"==i||"below"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__="TabsView";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__="Tabs",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,"above"],active:[e,0]})))},
+function _(e,r,b,o,t){o(),b.root="bk-root",b.tabs_header="bk-tabs-header",b.btn_group="bk-btn-group",b.btn="bk-btn",b.headers_wrapper="bk-headers-wrapper",b.above="bk-above",b.right="bk-right",b.below="bk-below",b.left="bk-left",b.headers="bk-headers",b.tab="bk-tab",b.active="bk-active",b.close="bk-close",b.disabled="bk-disabled",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="gray" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="gray" stroke-width="2"/>      </svg>\');}.bk-root .bk-close:hover{background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="red" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="red" stroke-width="2"/>      </svg>\');}'},
+function _(o,b,r,t,e){t(),r.root="bk-root",r.btn="bk-btn",r.active="bk-active",r.btn_default="bk-btn-default",r.btn_primary="bk-btn-primary",r.btn_success="bk-btn-success",r.btn_warning="bk-btn-warning",r.btn_danger="bk-btn-danger",r.btn_light="bk-btn-light",r.btn_group="bk-btn-group",r.vertical="bk-vertical",r.horizontal="bk-horizontal",r.dropdown_toggle="bk-dropdown-toggle",r.default=".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}"},
+function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__="WidgetBoxView";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__="WidgetBox",i.prototype.default_view=d},
+function _(t,a,i,e,M){e();var T=t(135);M("MathText",T.MathText),M("Ascii",T.Ascii),M("MathML",T.MathML),M("TeX",T.TeX),M("PlainText",t(139).PlainText)},
+function _(r,o,t,e,n){e(),n("CustomJSTransform",r(322).CustomJSTransform),n("Dodge",r(323).Dodge),n("Interpolator",r(325).Interpolator),n("Jitter",r(326).Jitter),n("LinearInterpolator",r(327).LinearInterpolator),n("StepInterpolator",r(328).StepInterpolator),n("Transform",r(56).Transform)},
+function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform("x",this.func)}get vector_transform(){return this._make_transform("xs",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__="CustomJSTransform",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,""],v_func:[t,""]})))},
+function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__="Dodge",t.define((({Number:e})=>({value:[e,0]})))},
+function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__="RangeTransform",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},
+function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error("The x parameter does not correspond to a valid column name defined in the data parameter");if(!(0,l.includes)(t,this.y))throw new Error("The y parameter does not correspond to a valid column name defined in the data parameter");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error("parameters 'x' and 'y' must be both either string fields or arrays");e=this.x,r=this.y}if(e.length!==r.length)throw new Error("The length for x and y do not match");if(e.length<2)throw new Error("x and y must have at least two elements to support interpolation");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__="Interpolator",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},
+function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case"uniform":return this.mean+(f.random()-.5)*this.width;case"normal":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__="Jitter",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,"uniform"]})))},
+function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__="LinearInterpolator"},
+function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case"after":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case"before":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case"center":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__="StepInterpolator",_.define((()=>({mode:[n.StepMode,"after"]})))},
+function _(p,o,t,a,n){a(),n("MapOptions",p(330).MapOptions),n("GMapOptions",p(330).GMapOptions),n("GMapPlot",p(330).GMapPlot),n("Plot",p(331).Plot)},
+function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a("GMapPlotView",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__="MapOptions",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__="GMapOptions",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,"roadmap"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__="GMapPlot",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,"weekly"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},
+function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i("PlotView",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,"reset");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t="center"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__="Plot",a.prototype.default_view=P.PlotView,a.mixins([["outline_",s.Line],["background_",s.Fill],["border_",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),"right"],toolbar_sticky:[e,!0],plot_width:[l.Alias("width")],plot_height:[l.Alias("height")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),"",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),"above"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,"canvas"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,"standard"]}))),a.override({width:600,height:600,outline_line_color:"#e5e5e5",border_fill_color:"#ffffff",background_fill_color:"#ffffff"})},
+function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error("wasn't paused");this._is_paused-=1,0!=this._is_paused||e||this.request_paint("everything")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint("everything")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if("everything"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint("everything")}reset(){"standard"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),g.logger.debug("PlotView initialized")}_width_policy(){return null==this.model.frame_width?super._width_policy():"min"}_height_policy(){return null==this.model.frame_height?super._height_policy():"min"}_update_layout(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case"above":return n;case"below":return o;case"left":return l;case"right":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]="above"==v||"below"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i="above"==e||"below"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?"width_policy":"height_policy";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:"min"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:"max",height_policy:"min"})):(n=new k.Column(t),n.set_sizing({width_policy:"min",height_policy:"max"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:"fixed",width:P}:{width_policy:"fit"}),null!=j?{height_policy:"fixed",height:j}:{height_policy:"fit"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m("above",n)),V.children=m("below",o),S.children=(0,w.reversed)(m("left",l)),O.children=m("right",r),R.set_sizing({width_policy:"fit",height_policy:"min"}),V.set_sizing({width_policy:"fit",height_policy:"min"}),S.set_sizing({width_policy:"min",height_policy:"fit"}),O.set_sizing({width_policy:"min",height_policy:"fit"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint("everything"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e<this.model.lod_interval?setTimeout((()=>{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint("everything")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if("overlay"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,"image",a,!0),this._paint_levels(n.ctx,"underlay",a,!0),this._paint_levels(n.ctx,"glyph",a,!0),this._paint_levels(n.ctx,"guide",a,!1),this._paint_levels(n.ctx,"annotation",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,"overlay",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle="blue",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i="png"==e?"canvas":"svg",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,["children"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__="PlotView"},
+function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},
+function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn("Follow enabled so bounds are unset.");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn("could not set initial ranges"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&"auto"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&"auto"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__="RangeManager"},
+function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,"state_changed"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.index<this.history.length-1}}s.StateManager=a,a.__name__="StateManager"},
+function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},"gmaps_ready");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t="https://developers.google.com/maps/documentation/javascript/get-api-key";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if("undefined"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement("script");o.type="text/javascript",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint("everything")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:"absolute"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,"idle",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,"bounds_changed",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,"tilesloaded",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center("lat"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center("lng"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center("lat"),this._update_center("lng"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&"undefined"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__="GMapPlotView"},
+function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},
+function _(e,r,d,n,R){n(),R("GlyphRenderer",e(175).GlyphRenderer),R("GraphRenderer",e(339).GraphRenderer),R("GuideRenderer",e(129).GuideRenderer);var G=e(41);R("Renderer",G.Renderer),R("RendererGroup",G.RendererGroup)},
+function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__="GraphRendererView";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__="GraphRenderer",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},
+function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c("Selection",e(72).Selection)},
+function _(a,e,S,o,r){o(),r("ServerSentDataSource",a(342).ServerSentDataSource),r("AjaxDataSource",a(344).AjaxDataSource),r("ColumnDataSource",a(75).ColumnDataSource),r("ColumnarDataSource",a(70).ColumnarDataSource),r("CDSView",a(190).CDSView),r("DataSource",a(71).DataSource),r("GeoJSONDataSource",a(345).GeoJSONDataSource),r("WebDataSource",a(343).WebDataSource)},
+function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__="ServerSentDataSource"},
+function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case"replace":this.data=r;break;case"append":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__="WebDataSource",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,"replace"],adapter:[n(e),null],data_url:[a]})))},
+function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener("load",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener("error",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader("Content-Type",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.entries)(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__="AjaxDataSource",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,"application/json"],http_headers:[s(i),{}],method:[o.HTTPMethod,"POST"],if_modified:[t,!1]})))},
+function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.range)(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case"Point":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=_(s);break}case"LineString":{const{coordinates:r}=e;for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"Polygon":{e.coordinates.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used.");const r=e.coordinates[0];for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPoint":i.logger.warn("MultiPoint not supported in Bokeh");break;case"MultiLineString":{const n=e.coordinates.reduce(r);for(let e=0;e<n.length;e++){const[r,s,a]=n[e];t.xs[o][e]=r,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPolygon":{const n=[];for(const t of e.coordinates)t.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used."),n.push(t[0]);const s=n.reduce(r);for(let e=0;e<s.length;e++){const[r,n,a]=s[e];t.xs[o][e]=r,t.ys[o][e]=n,t.zs[o][e]=_(a)}break}default:throw new Error(`Invalid GeoJSON geometry type: ${e.type}`)}}geojson_to_column_data(){const e=JSON.parse(this.geojson);let t;switch(e.type){case"GeometryCollection":if(null==e.geometries)throw new Error("No geometries found in GeometryCollection");if(0===e.geometries.length)throw new Error("geojson.geometries must have one or more items");t=e.geometries;break;case"FeatureCollection":if(null==e.features)throw new Error("No features found in FeaturesCollection");if(0==e.features.length)throw new Error("geojson.features must have one or more items");t=e.features;break;default:throw new Error("Bokeh only supports type GeometryCollection and FeatureCollection at top level")}let o=0;for(const e of t){const t="Feature"===e.type?e.geometry:e;"GeometryCollection"==t.type?o+=t.geometries.length:o+=1}const r={x:this._get_new_nan_array(o),y:this._get_new_nan_array(o),z:this._get_new_nan_array(o),xs:this._get_new_list_array(o),ys:this._get_new_list_array(o),zs:this._get_new_list_array(o)};let n=0;for(const e of t){const t="Feature"==e.type?e.geometry:e;if("GeometryCollection"==t.type)for(const s of t.geometries)this._add_geometry(s,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1;else this._add_geometry(t,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1}return r}}o.GeoJSONDataSource=u,s=u,u.__name__="GeoJSONDataSource",s.define((({String:e})=>({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},
+function _(e,r,T,o,S){o(),S("BBoxTileSource",e(347).BBoxTileSource),S("MercatorTileSource",e(348).MercatorTileSource),S("QUADKEYTileSource",e(351).QUADKEYTileSource),S("TileRenderer",e(352).TileRenderer),S("TileSource",e(349).TileSource),S("TMSTileSource",e(355).TMSTileSource),S("WMTSTileSource",e(353).WMTSTileSource)},
+function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace("{XMIN}",i.toString()).replace("{YMIN}",s.toString()).replace("{XMAX}",l.toString()).replace("{YMAX}",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__="BBoxTileSource",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},
+function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)<Math.abs(t-r)?e:t}));return this._resolutions.indexOf(o)}snap_to_zoom_level(t,e,i,_){const[s,r,o,n]=t,l=this._resolutions[_];let u=i*l,a=e*l;if(!this.snap_to_zoom){const t=(o-s)/u,e=(n-r)/a;t>e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<<i)-e]}meters_to_tile(t,e,i){const[_,s]=this.meters_to_pixels(t,e,i);return this.pixels_to_tile(_,s)}get_tile_meter_bounds(t,e,i){const[_,s]=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),[r,o]=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[_,s,r,o]}get_tile_geographic_bounds(t,e,i){const _=this.get_tile_meter_bounds(t,e,i),[s,r,o,n]=(0,l.meters_extent_to_geographic)(_);return[s,r,o,n]}get_tiles_by_extent(t,e,i=1){const[_,s,r,o]=t;let[n,l]=this.meters_to_tile(_,s,e),[u,a]=this.meters_to_tile(r,o,e);n-=i,l-=i,u+=i,a+=i;const h=[];for(let t=a;t>=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<<s-1;switch(t.charAt(_-s)){case"0":continue;case"1":e|=r;break;case"2":i|=r;break;case"3":e|=r,i|=r;break;default:throw new TypeError(`Invalid Quadkey: ${t}`)}}return[e,i,_]}tile_xyz_to_quadkey(t,e,i){let _="";for(let s=i;s>0;s--){const i=1<<s-1;let r=0;0!=(t&i)&&(r+=1),0!=(e&i)&&(r+=2),_+=r.toString()}return _}children_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=[];for(let t=0;t<=3;t++){const[e,i,r]=this.quadkey_to_tile_xyz(_+t.toString()),o=this.get_tile_meter_bounds(e,i,r);s.push([e,i,r,o])}return s}get_closest_parent_by_tile_xyz(t,e,i){const _=this.calculate_world_x_by_tile_xyz(t,e,i);[t,e,i]=this.normalize_xyz(t,e,i);let s=this.tile_xyz_to_quadkey(t,e,i);for(;s.length>0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__="MercatorTileSource",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},
+function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace("{x}","{X}").replace("{y}","{Y}").replace("{z}","{Z}").replace("{q}","{Q}").replace("{xmin}","{XMIN}").replace("{ymin}","{YMIN}").replace("{xmax}","{XMAX}").replace("{ymax}","{YMAX}");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(":").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",t.toString()).replace("{Z}",r.toString())}}r.TileSource=c,l=c,c.__name__="TileSource",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,""],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,""],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},
+function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},
+function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace("{Q}",i)}}r.QUADKEYTileSource=c,c.__name__="QUADKEYTileSource"},
+function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.isString)(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=(0,d.div)({class:p.tile_attribution,style:{position:"absolute",right:`${s}px`,bottom:`${_}px`,"max-width":n-4+"px",padding:"2px","background-color":"rgba(255,255,255,0.5)","font-size":"9px","line-height":"1.05","white-space":"nowrap",overflow:"hidden","text-overflow":"ellipsis"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\s*\n\s*/g," ")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const n=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0==this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);e<i;e++){const[i,s,_]=n[e],a=this.model.tile_source.children_by_tile_xyz(i,s,_);for(const e of a){const[i,s,_,n]=e;t.tiles.has(t.tile_xyz_to_key(i,s,_))||this._create_tile(i,s,_,n,!0)}}}_fetch_tiles(t){for(const e of t){const[t,i,s,_]=e;this._create_tile(t,i,s,_)}}_update(){const{tile_source:t}=this.model,{min_zoom:e}=t,{max_zoom:i}=t;let s=this.get_extent();const _=this.extent[2]-this.extent[0]<s[2]-s[0],n=this.map_frame.bbox.height,a=this.map_frame.bbox.width;let o=t.get_level_by_extent(s,n,a),r=!1;o<e?(s=this.extent,o=e,r=!0):o>i&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__="TileRendererView";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__="TileRenderer",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:"image"})},
+function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace("{X}",s.toString()).replace("{Y}",c.toString()).replace("{Z}",i.toString())}}r.WMTSTileSource=i,i.__name__="WMTSTileSource"},
+function _(t,o,i,b,r){b(),i.root="bk-root",i.tile_attribution="bk-tile-attribution",i.default=".bk-root .bk-tile-attribution a{color:black;}"},
+function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",r.toString()).replace("{Z}",t.toString())}}t.TMSTileSource=l,l.__name__="TMSTileSource"},
+function _(e,t,u,a,r){a(),r("CanvasTexture",e(357).CanvasTexture),r("ImageURLTexture",e(359).ImageURLTexture),r("Texture",e(358).Texture)},
+function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function("ctx","color","scale","weight",t)}get_pattern(t,e,n){const c=document.createElement("canvas");c.width=e,c.height=e;const s=c.getContext("2d");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__="CanvasTexture",r.define((({String:t})=>({code:[t]})))},
+function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__="Texture",i.define((()=>({repetition:[u.TextureRepetition,"repeat"]})))},
+function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__="ImageURLTexture",a.define((({String:e})=>({url:[e]})))},
+function _(o,l,T,e,t){e(),t("ActionTool",o(238).ActionTool),t("CustomAction",o(361).CustomAction),t("HelpTool",o(239).HelpTool),t("RedoTool",o(362).RedoTool),t("ResetTool",o(363).ResetTool),t("SaveTool",o(364).SaveTool),t("UndoTool",o(365).UndoTool),t("ZoomInTool",o(366).ZoomInTool),t("ZoomOutTool",o(369).ZoomOutTool),t("ButtonTool",o(224).ButtonTool),t("EditTool",o(370).EditTool),t("BoxEditTool",o(371).BoxEditTool),t("FreehandDrawTool",o(372).FreehandDrawTool),t("PointDrawTool",o(373).PointDrawTool),t("PolyDrawTool",o(374).PolyDrawTool),t("PolyTool",o(375).PolyTool),t("PolyEditTool",o(376).PolyEditTool),t("BoxSelectTool",o(377).BoxSelectTool),t("BoxZoomTool",o(379).BoxZoomTool),t("GestureTool",o(223).GestureTool),t("LassoSelectTool",o(380).LassoSelectTool),t("LineEditTool",o(382).LineEditTool),t("PanTool",o(384).PanTool),t("PolySelectTool",o(381).PolySelectTool),t("RangeTool",o(385).RangeTool),t("SelectTool",o(378).SelectTool),t("TapTool",o(386).TapTool),t("WheelPanTool",o(387).WheelPanTool),t("WheelZoomTool",o(388).WheelZoomTool),t("CrosshairTool",o(389).CrosshairTool),t("CustomJSHover",o(390).CustomJSHover),t("HoverTool",o(391).HoverTool),t("InspectTool",o(232).InspectTool),t("Tool",o(222).Tool),t("ToolProxy",o(394).ToolProxy),t("Toolbar",o(221).Toolbar),t("ToolbarBase",o(233).ToolbarBase),t("ProxyToolbar",o(395).ProxyToolbar),t("ToolbarBox",o(395).ToolbarBox)},
+function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat("bk-toolbar-button-custom-action")}}e.CustomActionButtonView=u,u.__name__="CustomActionButtonView";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__="CustomActionView";class a extends i.ActionTool{constructor(t){super(t),this.tool_name="Custom Action",this.button_view=u}}e.CustomAction=a,c=a,a.__name__="CustomAction",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:"Perform a Custom Action"})},
+function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__="RedoToolView";class a extends l.ActionTool{constructor(e){super(e),this.tool_name="Redo",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__="RedoTool",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias("redo",(()=>new a))},
+function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__="ResetToolView";class r extends n.ActionTool{constructor(e){super(e),this.tool_name="Reset",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__="ResetTool",_.prototype.default_view=c,_.register_alias("reset",(()=>new r))},
+function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(e)});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement("a");t.href=URL.createObjectURL(o),t.download=e,t.target="_blank",t.dispatchEvent(new MouseEvent("click"))}doit(e="save"){switch(e){case"save":this.save("bokeh_plot");break;case"copy":this.copy()}}}t.SaveToolView=l,l.__name__="SaveToolView";class r extends c.ActionTool{constructor(e){super(e),this.tool_name="Save",this.icon=n.tool_icon_save}get menu(){return[{icon:"bk-tool-icon-copy-to-clipboard",tooltip:"Copy image to clipboard",if:()=>"undefined"!=typeof ClipboardItem,handler:()=>{this.do.emit("copy")}}]}}t.SaveTool=r,s=r,r.__name__="SaveTool",s.prototype.default_view=l,s.register_alias("save",(()=>new r))},
+function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__="UndoToolView";class a extends l.ActionTool{constructor(o){super(o),this.tool_name="Undo",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__="UndoTool",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias("undo",(()=>new a))},
+function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__="ZoomInToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name="Zoom In",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__="ZoomInTool",t.prototype.default_view=a,t.register_alias("zoom_in",(()=>new l({dimensions:"both"}))),t.register_alias("xzoom_in",(()=>new l({dimensions:"width"}))),t.register_alias("yzoom_in",(()=>new l({dimensions:"height"})))},
+function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i="width"==e||"both"==e,s="height"==e||"both"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push("zoom_out",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__="ZoomBaseToolView";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__="ZoomBaseTool",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,"both"]})))},
+function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},
+function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__="ZoomOutToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name="Zoom Out",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__="ZoomOutTool",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias("zoom_out",(()=>new l({dimensions:"both"}))),n.register_alias("xzoom_out",(()=>new l({dimensions:"width"}))),n.register_alias("yzoom_out",(()=>new l({dimensions:"height"})))},
+function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,a.unreachable)():"replace"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e<s.length;e++){const t=s[e];o.splice(t-e,1)}}this._emit_cds_changes(t)}_pop_glyphs(e,t){const s=e.columns();if(t&&s.length)for(const o of s){let s=e.get_array(o);const n=s.length-t+1;n<1||((0,c.isArray)(s)||(s=Array.from(s),e.data[o]=s),s.splice(0,n))}}_emit_cds_changes(e,t=!0,s=!0,o=!0){s&&e.selection_manager.clear(),t&&e.change.emit(),o&&(e.data=e.data,e.properties.data.change.emit())}_drag_points(e,t,s="both"){if(null==this._basepoint)return;const[o,n]=this._basepoint;for(const r of t){const t=this._map_drag(o,n,r),i=this._map_drag(e.sx,e.sy,r);if(null==i||null==t)continue;const[c,a]=i,[_,l]=t,[d,u]=[c-_,a-l],h=r.glyph,m=r.data_source,[p,f]=[h.x.field,h.y.field];for(const e of m.selected.indices)!p||"width"!=s&&"both"!=s||(m.data[p][e]+=d),!f||"height"!=s&&"both"!=s||(m.data[f][e]+=u);m.change.emit()}this._basepoint=[e.sx,e.sy]}_pad_empty_columns(e,t){for(const s of e.columns())(0,i.includes)(t,s)||e.get_array(s).push(this.model.empty_value)}_select_event(e,t,s){const o=this.plot_view.frame,{sx:n,sy:r}=e;if(!o.bbox.contains(n,r))return[];const i={type:"point",sx:n,sy:r},c=[];for(const e of s){const s=e.get_selection_manager(),o=e.data_source,n=this.plot_view.renderer_view(e);if(null!=n){s.select([n],i,!0,t)&&c.push(e),o.properties.selected.change.emit()}}return c}}s.EditToolView=d,d.__name__="EditToolView";class u extends l.GestureTool{constructor(e){super(e)}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=u,r=u,u.__name__="EditTool",r.define((({Unknown:e,String:t,Array:s,Ref:o,Nullable:n})=>({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},
+function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,"append",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__="BoxEditToolView";class h extends d.EditTool{constructor(e){super(e),this.tool_name="Box Edit Tool",this.icon=l.tool_icon_box_edit,this.event_type=["tap","pan","move"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__="BoxEditTool",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,"both"],num_objects:[e,0]})))},
+function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if("new"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if("add"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,"new")}_pan(e){this._draw(e,"add")}_pan_end(e){this._draw(e,"add",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__="FreehandDrawToolView";class h extends n.EditTool{constructor(e){super(e),this.tool_name="Freehand Draw Tool",this.icon=i.tool_icon_freehand_draw,this.event_type=["pan","tap"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__="FreehandDrawTool",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias("freehand_draw",(()=>new h))},
+function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__="PointDrawToolView";class l extends _.EditTool{constructor(e){super(e),this.tool_name="Point Draw Tool",this.icon=r.tool_icon_point_draw,this.event_type=["tap","pan","move"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__="PointDrawTool",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},
+function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,"add",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if("new"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if("edit"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if("add"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;s<this.model.renderers.length;s++){const i=this.model.renderers[s],a=i.data_source,r=i.glyph,[o,n]=[r.xs.field,r.ys.field];if(o)for(const t of a.get_array(o))e.push(...t);if(n)for(const e of a.get_array(n))t.push(...e);this._drawing&&s==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}_doubletap(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,"edit",!0)):(this._drawing=!0,this._draw(e,"new",!0)))}_move(e){this._drawing&&this._draw(e,"edit")}_remove(){const e=this.model.renderers[0],t=e.data_source,s=e.glyph,[i,a]=[s.xs.field,s.ys.field];if(i){const e=t.data[i].length-1,s=t.get_array(i)[e];s.splice(s.length-1,1)}if(a){const e=t.data[a].length-1,s=t.get_array(a)[e];s.splice(s.length-1,1)}this._emit_cds_changes(t)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===o.Keys.Backspace?this._delete_selected(t):e.keyCode==o.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),t.data_source.selection_manager.clear())}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){if(null==this._basepoint||!this.model.drag)return;const[t,s]=this._basepoint;for(const i of this.model.renderers){const a=this._map_drag(t,s,i),r=this._map_drag(e.sx,e.sy,i);if(null==r||null==a)continue;const o=i.data_source,n=i.glyph,[d,_]=[n.xs.field,n.ys.field];if(!d&&!_)continue;const[h,l]=r,[c,g]=a,[f,p]=[h-c,l-g];for(const e of o.selected.indices){let t,s,i;d&&(s=o.data[d][e]),_?(i=o.data[_][e],t=i.length):t=s.length;for(let e=0;e<t;e++)s&&(s[e]+=f),i&&(i[e]+=p)}o.change.emit()}this._basepoint=[e.sx,e.sy]}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source);this._basepoint=null}}activate(){if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(const e of this.model.renderers){const t=e.data_source;t.connect(t.properties.data.change,(()=>this._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__="PolyDrawToolView";class l extends d.PolyTool{constructor(e){super(e),this.tool_name="Polygon Draw Tool",this.icon=_.tool_icon_poly_draw,this.event_type=["pan","tap","move"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__="PolyDrawTool",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},
+function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,"replace",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__="PolyToolView";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__="PolyTool",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},
+function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,"replace",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,"replace",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,"append",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=c,c.__name__="PolyEditToolView";class o extends l.PolyTool{constructor(e){super(e),this.tool_name="Poly Edit Tool",this.icon=a.tool_icon_poly_edit,this.event_type=["tap","pan","move"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__="PolyEditTool",_.prototype.default_view=c},
+function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if("center"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push("box_select",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l="replace"){const n={type:"rect",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__="BoxSelectToolView";const h=()=>new _.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends n.SelectTool{constructor(e){super(e),this.tool_name="Box Select",this.icon=r.tool_icon_box_select,this.event_type="pan",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__="BoxSelectTool",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,"both"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,"corner"]}))),l.register_alias("box_select",(()=>new m)),l.register_alias("xbox_select",(()=>new m({dimensions:"width"}))),l.register_alias("ybox_select",(()=>new m({dimensions:"height"})))},
+function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let r;switch(e.type){case"point":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"span":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"rect":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case"poly":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__="SelectToolView";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,"clear")}get menu(){return[{icon:"bk-tool-icon-replace-mode",tooltip:"Replace the current selection",active:()=>"replace"==this.mode,handler:()=>{this.mode="replace",this.active=!0}},{icon:"bk-tool-icon-append-mode",tooltip:"Append to the current selection (Shift)",active:()=>"append"==this.mode,handler:()=>{this.mode="append",this.active=!0}},{icon:"bk-tool-icon-intersect-mode",tooltip:"Intersect with the current selection (Ctrl)",active:()=>"intersect"==this.mode,handler:()=>{this.mode="intersect",this.active=!0}},{icon:"bk-tool-icon-subtract-mode",tooltip:"Subtract from the current selection (Shift+Ctrl)",active:()=>"subtract"==this.mode,handler:()=>{this.mode="subtract",this.active=!0}},null,{icon:"bk-tool-icon-clear-selection",tooltip:"Clear the current selection (Esc)",handler:()=>{this.clear.emit()}}]}}s.SelectTool=b,o=b,b.__name__="SelectTool",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),"auto"],names:[t(e),[]],mode:[_.SelectionMode,"replace"]})))},
+function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m<n&&(m=n)),l=Math.abs(p-m),t[1]<=o[1]?(b=t[1],d=t[1]+l/s,d>_&&(d=_)):(d=t[1],b=t[1]-l/s,b<a&&(b=a)),r=Math.abs(d-b),t[0]<=o[0]?p=t[0]+s*r:m=t[0]-s*r,[[m,p],[b,d]]}_compute_limits(t){const o=this.plot_view.frame,e=this.model.dimensions;let s,i,n=this._base_point;if("center"==this.model.origin){const[o,e]=n,[s,i]=t;n=[o-(s-o),e-(i-e)]}return this.model.match_aspect&&"both"==e?[s,i]=this._match_aspect(n,t,o):[s,i]=this.model._get_dim_limits(n,t,o,e),[s,i]}_pan_start(t){this._base_point=[t.sx,t.sy]}_pan(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this.model.overlay.update({left:e[0],right:e[1],top:s[0],bottom:s[1]})}_pan_end(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this._update(e,s),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.trigger_ranges_update_event()}_update([t,o],[e,s]){if(Math.abs(o-t)<=5||Math.abs(s-e)<=5)return;const{x_scales:i,y_scales:n}=this.plot_view.frame,_=new Map;for(const[e,s]of i){const[i,n]=s.r_invert(t,o);_.set(e,{start:i,end:n})}const a=new Map;for(const[t,o]of n){const[i,n]=o.r_invert(e,s);a.set(t,{start:i,end:n})}const l={xrs:_,yrs:a};this.plot_view.state.push("box_zoom",{range:l}),this.plot_view.update_range(l)}}e.BoxZoomToolView=h,h.__name__="BoxZoomToolView";const c=()=>new a.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends _.GestureTool{constructor(t){super(t),this.tool_name="Box Zoom",this.icon=r.tool_icon_box_zoom,this.event_type="pan",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__="BoxZoomTool",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,"both"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,"corner"]}))),n.register_alias("box_zoom",(()=>new m({dimensions:"both"}))),n.register_alias("xbox_zoom",(()=>new m({dimensions:"width"}))),n.register_alias("ybox_zoom",(()=>new m({dimensions:"height"})))},
+function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push("lasso_select",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:"poly",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__="LassoSelectToolView";class y extends i.SelectTool{constructor(s){super(s),this.tool_name="Lasso Select",this.icon=h.tool_icon_lasso_select,this.event_type="pan",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__="LassoSelectTool",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias("lasso_select",(()=>new y))},
+function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push("poly_select",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:"poly",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__="PolySelectToolView";s.DEFAULT_POLY_OVERLAY=()=>new _.PolyAnnotation({level:"overlay",xs_units:"screen",ys_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class d extends a.SelectTool{constructor(e){super(e),this.tool_name="Poly Select",this.icon=h.tool_icon_polygon_select,this.event_type="tap",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__="PolySelectTool",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias("poly_select",(()=>new d))},
+function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,"replace",[s]).length&&(this._selected_renderer=s)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,"append",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}s.LineEditToolView=l,l.__name__="LineEditToolView";class h extends d.LineTool{constructor(e){super(e),this.tool_name="Line Edit Tool",this.icon=o.tool_icon_line_edit,this.event_type=["tap","pan","move"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__="LineEditTool",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,"both"]})))},
+function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__="LineToolView";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__="LineTool",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},
+function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(n<t.start||n>t.end)&&(this.v_axis_only=!0),(e<s.start||e>s.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push("pan",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;"width"!=p&&"both"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),"height"!=p&&"both"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__="PanToolView";class p extends _.GestureTool{constructor(t){super(t),this.tool_name="Pan",this.event_type="pan",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__="PanTool",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,"both",{on_update(t,s){switch(t){case"both":s.icon=r.tool_icon_pan;break;case"width":s.icon=r.tool_icon_xpan;break;case"height":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias("pan",(()=>new p({dimensions:"both"}))),a.register_alias("xpan",(()=>new p({dimensions:"width"}))),a.register_alias("ypan",(()=>new p({dimensions:"height"})))},
+function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)<s}function c(e,t,i,s,n){let l=!0;if(null!=n.left&&null!=n.right){const t=i.invert(e);(t<n.left||t>n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(e<n.bottom||e>n.top)&&(l=!1)}return l}function g(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e<t.end?(t.start=e,i):(t.start=t.end,t.end=e,d(i))}function m(e,t,i,s){const[n,l]=t.r_compute(e.start,e.end),[a,r]=t.r_invert(n+i,l+i),o=g(e.start,e.end,s);g(a,r,s)>=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__="RangeToolView";const x=()=>new a.BoxAnnotation({level:"overlay",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name="Range Tool",this.icon=h.tool_icon_range,this.event_type="pan",this.default_order=1}initialize(){super.initialize(),this.overlay.in_cursor="grab",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?"ew-resize":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?"ns-resize":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn("RangeTool not configured with any Ranges.")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=w,l=w,w.__name__="RangeTool",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},
+function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){"tap"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){"doubletap"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:"point",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if("select"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push("tap",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__="TapToolView";class r extends a.SelectTool{constructor(e){super(e),this.tool_name="Tap",this.icon=c.tool_icon_tap_select,this.event_type="tap",this.default_order=10}}s.TapTool=r,l=r,r.__name__="TapTool",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,"select"],gesture:[t("tap","doubletap"),"tap"],callback:[s(e)]}))),l.register_alias("click",(()=>new r({behavior:"inspect"}))),l.register_alias("tap",(()=>new r)),l.register_alias("doubletap",(()=>new r({gesture:"doubletap"})))},
+function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case"height":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case"width":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push("wheel_pan",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__="WheelPanToolView";class d extends o.GestureTool{constructor(e){super(e),this.tool_name="Wheel Pan",this.icon=_.tool_icon_wheel_pan,this.event_type="scroll",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__="WheelPanTool",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,"width"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias("xwheel_pan",(()=>new d({dimension:"width"}))),a.register_alias("ywheel_pan",(()=>new d({dimension:"height"})))},
+function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:"wheel",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=("width"==h||"both"==h)&&s.start<n&&n<s.end,r=("height"==h||"both"==h)&&i.start<l&&l<i.end;if(!(a&&r||this.model.zoom_on_axis))return;const m=this.model.speed*e.delta,d=(0,_.scale_range)(t,m,a,r,{x:n,y:l});this.plot_view.state.push("wheel_zoom",{range:d});const{maintain_focus:c}=this.model;this.plot_view.update_range(d,{scrolling:!0,maintain_focus:c}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__="WheelZoomToolView";class d extends l.GestureTool{constructor(e){super(e),this.tool_name="Wheel Zoom",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?"pinch":"scroll",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__="WheelZoomTool",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,"both"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias("wheel_zoom",(()=>new d({dimensions:"both"}))),n.register_alias("xwheel_zoom",(()=>new d({dimensions:"width"}))),n.register_alias("ywheel_zoom",(()=>new d({dimensions:"height"})))},
+function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;"width"!=s&&"both"!=s||(this.model.spans.width.location=e),"height"!=s&&"both"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__="CrosshairToolView";class p extends l.InspectTool{constructor(i){super(i),this.tool_name="Crosshair",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__="CrosshairTool",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:"screen",level:"overlay",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,"both"],line_color:[s,"black"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,"width"),height:i(e,"height")})]}))),n.register_alias("crosshair",(()=>new p))})()},
+function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code("value","format","special_vars",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__="CustomJSHover",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if("span"==t.type)"h"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return a<c?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function H(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=G,n._line_hit=H;class z extends l.InspectToolView{initialize(){super.initialize(),this._ttmodels=new Map,this._ttviews=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._update_ttmodels();const{tooltips:e}=this.model;e instanceof V.Template&&(this._template_view=await(0,S.build_view)(e,{parent:this}),this._template_view.render())}remove(){var e;null===(e=this._template_view)||void 0===e||e.remove(),(0,S.remove_views)(this._ttviews),super.remove()}connect_signals(){super.connect_signals();const e=this.plot_model.properties.renderers,{renderers:t,tooltips:n}=this.model.properties;this.on_change(n,(()=>delete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if("mouse"==this.model.mode)n={type:"point",sx:e,sy:t};else{n={type:"span",direction:"vline"==this.model.mode?"h":"v",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if("point"!=t.type&&"span"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if("ignore"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case"interp":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case"prev":[[s,i],c]=H(C.sx,C.sy,n);break;case"next":[[s,i],c]=H(C.sx,C.sy,n+1);break;case"nearest":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case"interp":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case"prev":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case"next":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case"nearest":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error("shouldn't have happened")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if("snap_to_data"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point("center",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:"table",borderSpacing:"2px"}});for(const[n]of e){const e=(0,w.div)({style:{display:"table-row"}});t.appendChild(e);const s=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_label},0!=n.length?`${n}: `:"");e.appendChild(s);const i=(0,w.span)();i.dataset.value="";const o=(0,w.span)({class:M.tooltip_color_block}," ");o.dataset.swatch="",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll("[data-value]"),l=o.querySelectorAll("[data-swatch]"),a=/\$color(\[.*\])?:(\w*)/,c=/\$swatch:(\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e="",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf("hex")>=0,c=e.indexOf("swatch")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent="(null)";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace("$~","$data_"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__="HoverToolView";class P extends l.InspectTool{constructor(e){super(e),this.tool_name="Hover",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__="HoverTool",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[["index","$index"],["data (x, y)","($x, $y)"],["screen (x, y)","($sx, $sy)"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),"auto"],names:[s(n),[]],mode:[T.HoverMode,"mouse"],muted_policy:[T.MutedPolicy,"show"],point_policy:[T.PointPolicy,"snap_to_data"],line_policy:[T.LinePolicy,"nearest"],show_arrow:[t,!0],anchor:[T.Anchor,"center"],attachment:[T.TooltipAttachment,"horizontal"],callback:[d(e)]}))),r.register_alias("hover",(()=>new P))},
+function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a("Styles",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__="DOMNodeView";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__="DOMNode",z.__module__="bokeh.models.dom";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode("")}}s.TextView=P,P.__name__="TextView";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__="Text",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,""]})));class N extends C{}s.PlaceholderView=N,N.__name__="PlaceholderView",N.tag_name="span";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__="Placeholder",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__="IndexView";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__="Index",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__="ValueRefView";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__="ValueRef",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block}," "),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__="ColorRefView";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__="ColorRef",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,"-");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,"-");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__="DOMElementView";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__="DOMElement",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__="ActionView";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__="Action",H.__module__="bokeh.models.dom",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__="TemplateView",J.tag_name="div";class K extends q{}s.Template=K,u=K,K.__name__="Template",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__="SpanView",Q.tag_name="span";class U extends q{}s.Span=U,m=U,U.__name__="Span",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__="DivView",W.tag_name="div";class X extends q{}s.Div=X,w=X,X.__name__="Div",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__="TableView",Y.tag_name="table";class Z extends q{}s.Table=Z,f=Z,Z.__name__="Table",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__="TableRowView",ee.tag_name="tr";class te extends q{}s.TableRow=te,h=te,te.__name__="TableRow",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__="ToggleGroupView";class le extends H{constructor(e){super(e)}}s.ToggleGroup=le,x=le,le.__name__="ToggleGroup",x.prototype.default_view=ae,x.define((({Array:e,Ref:t})=>({groups:[e(t(se.RendererGroup)),[]]})))},
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+function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,"do")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__="ToolProxy",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},
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${e}`),e}}close(){this.closed_permanently||(r.logger.debug(`Permanently closing websocket connection ${this._number}`),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,`close method called on ClientConnection ${this._number}`),this.session._connection_closed())}_schedule_reconnect(e){setTimeout((()=>{this.closed_permanently||r.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)}),e)}send(e){if(null==this.socket)throw new Error(`not connected so cannot send ${e}`);e.send(this.socket)}async send_with_reply(e){const s=await new Promise(((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)}));if("ERROR"===s.msgtype())throw new Error(`Error reply ${s.content.text}`);return s}async _pull_doc_json(){const e=c.Message.create("PULL-DOC-REQ",{}),s=await this.send_with_reply(e);if(!("doc"in s.content))throw new Error("No 'doc' field in PULL-DOC-REPLY");return s.content.doc}async _repull_session_doc(e,s){var n;r.logger.debug(this.session?"Repulling session":"Pulling session for first time");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)r.logger.debug("Got new document after connection was already closed"),s(new Error("The connection has been closed"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create("PATCH-DOC",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug("Created a new session from new pulled doc"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug("Updated existing session with new pulled doc")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error("Got a message with no current handler set");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject("Disconnected"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s="Could not open websocket";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: ${e}`),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){"ACK"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol("First message was not an ACK")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):"PATCH-DOC"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=d,d.__name__="ClientConnection",n.pull_session=function(e,s,n){return new d(e,s,n).connect()}},
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+ * and/or other materials provided with the distribution.
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+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
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+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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object"),m(V,o,d),_(!V||V.renderbuffer&&36168===V.renderbuffer._renderbuffer.format,"invalid stencil attachment for framebuffer object"),m(I,o,d),_(!I||I.texture&&34041===I.texture._texture.format||I.renderbuffer&&34041===I.renderbuffer._renderbuffer.format,"invalid depth-stencil attachment for framebuffer object"),A(i),i.width=o,i.height=d,i.colorAttachments=F,i.depthAttachment=B,i.stencilAttachment=V,i.depthStencilAttachment=I,l.color=F.map(v),l.depth=v(B),l.stencil=v(V),l.depthStencil=v(I),l.width=i.width,l.height=i.height,S(i),l}return o.framebufferCount++,l(e,a),t(l,{resize:function(e,t){_(f.next!==i,"can not resize a framebuffer which is currently in use");var r=Math.max(0|e,1),n=Math.max(0|t||r,1);if(r===i.width&&n===i.height)return l;for(var a=i.colorAttachments,o=0;o<a.length;++o)g(a[o],r,n);return g(i.depthAttachment,r,n),g(i.stencilAttachment,r,n),g(i.depthStencilAttachment,r,n),i.width=l.width=r,i.height=l.height=n,S(i),l},_reglType:"framebuffer",_framebuffer:i,destroy:function(){k(i),A(i)},use:function(e){f.setFBO({framebuffer:l},e)}})}return t(f,{getFramebuffer:function(e){if("function"==typeof e&&"framebuffer"===e._reglType){var t=e._framebuffer;if(t instanceof w)return t}return null},create:O,createCube:function(e){var i=Array(6);function o(e){var n;_(i.indexOf(f.next)<0,"can not update framebuffer which is currently in use");var s,l={color:null},d=0,m=null,p="rgba",h="uint8",b=1;if("number"==typeof e)d=0|e;else if(e){_.type(e,"object","invalid arguments for framebuffer");var v=e;if("shape"in v){var g=v.shape;_(Array.isArray(g)&&g.length>=2,"invalid shape for framebuffer"),_(g[0]===g[1],"cube framebuffer must be square"),d=g[0]}else"radius"in v&&(d=0|v.radius),"width"in v?(d=0|v.width,"height"in v&&_(v.height===d,"must be square")):"height"in v&&(d=0|v.height);("color"in v||"colors"in v)&&(m=v.color||v.colors,Array.isArray(m)&&_(1===m.length||r.webgl_draw_buffers,"multiple render targets not supported")),m||("colorCount"in v&&(b=0|v.colorCount,_(b>0,"invalid color buffer count")),"colorType"in v&&(_.oneOf(v.colorType,c,"invalid color type"),h=v.colorType),"colorFormat"in v&&(p=v.colorFormat,_.oneOf(v.colorFormat,u,"invalid color format for texture"))),"depth"in v&&(l.depth=v.depth),"stencil"in v&&(l.stencil=v.stencil),"depthStencil"in v&&(l.depthStencil=v.depthStencil)}else d=1;if(m)if(Array.isArray(m))for(s=[],n=0;n<m.length;++n)s[n]=m[n];else s=[m];else{s=Array(b);var y={radius:d,format:p,type:h};for(n=0;n<b;++n)s[n]=a.createCube(y)}for(l.color=Array(s.length),n=0;n<s.length;++n){var x=s[n];_("function"==typeof x&&"textureCube"===x._reglType,"invalid cube map"),d=d||x.width,_(x.width===d&&x.height===d,"invalid cube map shape"),l.color[n]={target:xt,data:s[n]}}for(n=0;n<6;++n){for(var w=0;w<s.length;++w)l.color[w].target=xt+n;n>0&&(l.depth=i[0].depth,l.stencil=i[0].stencil,l.depthStencil=i[0].depthStencil),i[n]?i[n](l):i[n]=O(l)}return t(o,{width:d,height:d,color:s})}return o(e),t(o,{faces:i,resize:function(e){var t,r=0|e;if(_(r>0&&r<=n.maxCubeMapSize,"invalid radius for cube fbo"),r===o.width)return o;var a=o.color;for(t=0;t<a.length;++t)a[t].resize(r);for(t=0;t<6;++t)i[t].resize(r);return o.width=o.height=r,o},_reglType:"framebufferCube",destroy:function(){i.forEach((function(e){e.destroy()}))}})},clear:function(){H(x).forEach(k)},restore:function(){f.cur=null,f.next=null,f.dirty=!0,H(x).forEach((function(t){t.framebuffer=e.createFramebuffer(),S(t)}))}})}(a,d,y,S,O,l),T=un(a,c,d,y,x,w,0,E,{},A,k,g,v,m,n),z=Ct(a,E,T.procs.poll,v,i,d,y),F=T.next,V=a.canvas,I=[],P=[],N=[],q=[n.onDestroy],Q=null;function Y(){if(0===I.length)return m&&m.update(),void(Q=null);Q=j.next(Y),ye();for(var e=I.length-1;e>=0;--e){var t=I[e];t&&t(v,null,0)}a.flush(),m&&m.update()}function ce(){!Q&&I.length>0&&(Q=j.next(Y))}function le(){Q&&(j.cancel(Y),Q=null)}function de(e){e.preventDefault(),o=!0,le(),P.forEach((function(e){e()}))}function me(e){a.getError(),o=!1,f.restore(),k.restore(),x.restore(),S.restore(),O.restore(),E.restore(),A.restore(),m&&m.restore(),T.procs.refresh(),ce(),N.forEach((function(e){e()}))}function pe(e){function r(e,t){var r={},n={};return Object.keys(e).forEach((function(a){var i=e[a];if(D.isDynamic(i))n[a]=D.unbox(i,a);else{if(t&&Array.isArray(i))for(var o=0;o<i.length;++o)if(D.isDynamic(i[o]))return void(n[a]=D.unbox(i,a));r[a]=i}})),{dynamic:n,static:r}}_(!!e,"invalid args to regl({...})"),_.type(e,"object","invalid args to regl({...})");var n=r(e.context||{},!0),a=r(e.uniforms||{},!0),i=r(e.attributes||{},!1),f=r(function(e){var r=t({},e);function n(e){if(e in r){var t=r[e];delete r[e],Object.keys(t).forEach((function(n){r[e+"."+n]=t[n]}))}}return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,"stencil"in 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+413: function _(t,e,a,s,r){s();const n=t(414),_=t(9),o=t(12);class c{constructor(t){this._regl=t,this._map=new Map}_create_texture(t){const e=t.length;let a=0;const s=[];let r=0,_=0;for(let n=0;n<e;n++)a+=t[n],s.push(t[n]+t[(n+1)%e]),n%2==0?_=Math.max(_,t[n]):r=Math.min(r,-t[n]);r*=.5,_*=.5;const o=(0,n.gcd)(s),c=[0];for(let a=0;a<e;a++)c.push(c[a]+t[a]);const h=2*a/o,i=(0,n.is_pow_2)(h),l=i?h:128,g=.5*o*h/l;let p;if(i){if(p=.5*t[0],g<p){p-=Math.floor(p/g)*g}}else p=0;const u=p-.5*g,m=new Uint8Array(l);let f=0;for(let e=0;e<l;e++){const a=p+e*g;a>c[f+1]&&f++;const s=t[f],n=c[f]+.5*s;let o=.5*s-Math.abs(a-n);f%2==1&&(o=-o),m[e]=Math.round(255*(o-r)/(_-r))}return[[a,u,r,_],this._regl.texture({shape:[l,1,1],data:m,wrapS:"repeat",format:"alpha",type:"uint8",mag:"linear",min:"linear"})]}_get_key(t){return t.join(",")}_get_or_create(t){const e=this._get_key(t);let a=this._map.get(e);if(null==a){const s=(0,n.gcd)(t);if(s>1){t=(0,o.map)(t,(t=>t/s)),a=this._get_or_create(t);const[r,n,_]=a;a=[r,n,s],this._map.set(e,a)}else{const[r,n]=this._create_texture(t);a=[r,n,s],this._map.set(e,a)}}return a}get(t){return t.length%2==1&&(t=(0,_.concat)([t,t])),this._get_or_create(t)}}a.DashCache=c,c.__name__="DashCache"},
+414: function _(n,t,e,r,o){function u(n,t){let e,r;n>t?(e=n,r=t):(e=t,r=n);let o=e%r;for(;0!=o;)e=r,r=o,o=e%r;return r}r(),e.gcd=function(n){let t=n[0];for(let e=1;e<n.length;e++)t=u(t,n[e]);return t},e.is_pow_2=function(n){return!(n&n-1||!n)}},
+415: function _(n,t,e,_,i){_();e.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nattribute vec2 a_position;\nattribute vec2 a_point_prev;\nattribute vec2 a_point_start;\nattribute vec2 a_point_end;\nattribute vec2 a_point_next;\nattribute float a_show_prev;\nattribute float a_show_curr;\nattribute float a_show_next;\n#ifdef DASHED\nattribute float a_length_so_far;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform float u_miter_limit;\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;  // Booleans for start/end caps and miters too long.\nvarying float v_cos_theta_turn_right_start;  // Sign gives turn_right, abs gives\nvarying float v_cos_theta_turn_right_end;    //   cos(theta).\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nvec2 line_intersection(in vec2 point0, in vec2 dir0,\n                       in vec2 point1, in vec2 dir1)\n{\n    // Line-line intersection: point0 + lambda0 dir0 = point1 + lambda1 dir1.\n    // Not checking if lines are parallel!\n    float lambda0 = cross_z(point1 - point0, dir1) / cross_z(dir0, dir1);\n    return point0 + lambda0*dir0;\n}\n\nfloat sign_no_zero(in float x)\n{\n    return x >= 0.0 ? 1.0 : -1.0;\n}\n\nvoid main()\n{\n    if (a_show_curr < 0.5) {\n        // Line segment has non-finite value at one or both ends, do not render.\n        gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n        return;\n    }\n\n    const float min_miter_factor_round_join_mesh = sqrt(2.0);\n\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    vec2 segment_along = normalize(a_point_end - a_point_start); // unit vector.\n    v_segment_length = length(a_point_end - a_point_start);\n    vec2 segment_right = right_vector(segment_along);  // unit vector.\n    vec2 xy;\n\n    bool miter_too_large_start = false;\n    bool miter_too_large_end = false;\n\n    v_coords.y = a_position.y*halfwidth;  // Overwritten later for end points.\n\n    bool has_start_cap = a_show_prev < 0.5;\n    bool has_end_cap = a_show_next < 0.5;\n\n    vec2 point_normal_start;\n    float cos_theta_start;\n    float turn_right_start;\n    if (has_start_cap)\n        point_normal_start = segment_right;\n    else {\n        vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\n        point_normal_start = normalize(segment_right + prev_right);\n        cos_theta_start = dot(segment_right, point_normal_start);  // Always +ve\n        turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\n    }\n\n    vec2 point_normal_end;\n    float cos_theta_end;\n    float turn_right_end;\n    if (has_end_cap)\n        point_normal_end = segment_right;\n    else {\n        vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\n        point_normal_end = normalize(segment_right + next_right);\n        cos_theta_end = dot(segment_right, point_normal_end);  // Always +ve\n        turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\n    }\n\n    float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\n    float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\n    if (join_type == miter_join) {\n        // If miter too large, use bevel join instead.\n        miter_too_large_start = (miter_factor_start > u_miter_limit);\n        miter_too_large_end = (miter_factor_end > u_miter_limit);\n    }\n\n    float sign_at_start = -sign(a_position.x);  // +ve at segment start, -ve end.\n    vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\n    vec2 adjacent_point =\n        sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\n                            : (has_end_cap ? a_point_end : a_point_next);\n\n    if ( (has_start_cap && sign_at_start > 0.0) ||\n         (has_end_cap && sign_at_start < 0.0) ) {\n        // Cap.\n        xy = point - segment_right*(halfwidth*a_position.y);\n        if (cap_type == butt_cap)\n            xy -= sign_at_start*0.5*u_antialias*segment_along;\n        else\n            xy -= sign_at_start*halfwidth*segment_along;\n    }\n    else { // Join.\n        // +ve if turning to right, -ve if to left.\n        float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\n\n        vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\n        vec2 point_right = normalize(segment_right + adjacent_right);\n        float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\n        bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\n\n        if (abs(a_position.x) > 1.5) {\n            // Outer point, meets prev/next segment.\n            float factor;  // multiplied by halfwidth...\n\n            if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\n                factor = 1.0 / miter_factor;  // cos_theta.\n            else if (join_type == round_join &&\n                     miter_factor > min_miter_factor_round_join_mesh)\n                factor = 1.0;\n            else  // miter, or round (small angle only).\n                factor = miter_factor;\n\n            xy = point - point_right*(halfwidth*turn_sign*factor);\n            v_coords.y = turn_sign*halfwidth*factor / miter_factor;\n        }\n        else if (turn_sign*a_position.y < 0.0) {\n            // Inner point, meets prev/next segment.\n            float len = halfwidth*miter_factor;\n            float segment_len = v_segment_length;\n            float adjacent_len = distance(point, adjacent_point);\n\n            if (len <= min(segment_len, adjacent_len))\n                // Normal behaviour.\n                xy = point - point_right*(len*a_position.y);\n            else\n                // For short wide line segments the inner point using the above\n                // calculation can be outside of the line.  Here clipping it.\n                xy = point + segment_right*(halfwidth*turn_sign);\n        }\n        else {\n            // Point along outside edge.\n            xy = point - segment_right*(halfwidth*a_position.y);\n            if (join_type == round_join &&\n                miter_factor > min_miter_factor_round_join_mesh) {\n                xy = line_intersection(xy, segment_along,\n                                       point - turn_sign*point_right*halfwidth,\n                                       right_vector(point_right));\n            }\n        }\n    }\n\n    vec2 pos = xy + 0.5;  // Bokeh's offset.\n    pos /= u_canvas_size / u_pixel_ratio;  // in 0..1\n    gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n\n    v_coords.x = dot(xy - a_point_start, segment_along);\n    v_flags = float(int(has_start_cap) +\n                    2*int(has_end_cap) +\n                    4*int(miter_too_large_start) +\n                    8*int(miter_too_large_end));\n    v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\n    v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\n\n#ifdef DASHED\n    v_length_so_far = a_length_so_far;\n#endif\n}\n"},
+416: function _(n,t,a,i,e){i();a.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform vec4 u_line_color;\n#ifdef DASHED\nuniform sampler2D u_dash_tex;\nuniform vec4 u_dash_tex_info;\nuniform float u_dash_scale;\nuniform float u_dash_offset;\n#endif\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;\nvarying float v_cos_theta_turn_right_start;\nvarying float v_cos_theta_turn_right_end;\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\n{\n    // +ve if point to right of line.\n    // Alternatively could do dot product with right_vector.\n    return cross_z(point - start, end - start);\n}\n\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\n{\n    return point_line_side(point, start, end) / distance(start, end);\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\n{\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n    float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\n\n    // In v_coords reference frame (x is along segment, y across).\n    vec2 line_start = vec2(distance_along, halfwidth*turn_right);\n    float sin_alpha = cos_theta;\n    float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\n    vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\n\n    return halfwidth + sign_start*point_line_distance(\n        v_coords, line_start, line_start+line_along);\n}\n\nfloat cap(in int cap_type, in float x, in float y)\n{\n    // x is distance along segment in direction away from end of segment,\n    // y is distance across segment.\n    if (cap_type == butt_cap)\n        return max(0.5*u_linewidth - x, abs(y));\n    else if (cap_type == square_cap)\n        return max(-x, abs(y));\n    else  // cap_type == round_cap\n        return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\n}\n\nfloat distance_to_alpha(in float dist)\n{\n    return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\n                            0.5*(u_linewidth + u_antialias), dist);\n}\n\n#ifdef DASHED\nfloat dash_distance(in float x)\n{\n    // x is in direction of v_coords.x, i.e. along segment.\n    float tex_length = u_dash_tex_info.x;\n    float tex_offset = u_dash_tex_info.y;\n    float tex_dist_min = u_dash_tex_info.z;\n    float tex_dist_max = u_dash_tex_info.w;\n\n    // Apply offset.\n    x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\n\n    // Interpolate within texture to obtain distance to dash.\n    float dist = texture2D(u_dash_tex,\n                           vec2(x / (tex_length*u_dash_scale), 0.0)).a;\n\n    // Scale distance within min and max limits.\n    dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\n\n    return u_dash_scale*dist;\n}\n\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\n{\n    // Return clipped dash distance, sign_along is +1.0 if looking forward\n    // into next segment and -1.0 if looking backward into previous segment.\n    float half_antialias = 0.5*u_antialias;\n\n    if (sign_along*x > half_antialias) {\n        // Outside antialias region, use usual dash distance.\n        return dash_distance(offset + x);\n    }\n    else {\n        // Inside antialias region.\n        // Dash distance at edge of antialias region clipped to half_antialias.\n        float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\n\n        // Physical distance from dash distance at edge of antialias region.\n        return edge_dist + sign_along*x - half_antialias;\n    }\n}\n\nmat2 rotation_matrix(in float sign_start)\n{\n    // Rotation matrix for v_coords from this segment to prev or next segment.\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n\n    float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\n    float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\n    float sin_2theta = 2.0*sin_theta*cos_theta;\n    return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\n}\n#endif\n\nvoid main()\n{\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    float half_antialias = 0.5*u_antialias;\n\n    // Extract flags.\n    int flags = int(v_flags + 0.5);\n    bool miter_too_large_end = (flags / 8 > 0);\n    flags -= 8*int(miter_too_large_end);\n    bool miter_too_large_start = (flags / 4 > 0);\n    flags -= 4*int(miter_too_large_start);\n    bool has_end_cap = (flags / 2 > 0);\n    flags -= 2*int(has_end_cap);\n    bool has_start_cap = flags > 0;\n\n    float dist = v_coords.y;  // For straight segment, and miter join.\n\n    // Along-segment coords with respect to end of segment, +ve inside segment\n    // so equivalent to v_coords.x at start of segment.\n    float end_coords_x = v_segment_length - v_coords.x;\n\n    if (v_coords.x <= half_antialias) {\n        // At start of segment, either cap or join.\n        if (has_start_cap)\n            dist = cap(cap_type, v_coords.x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(0.0, 0.0));\n        else if (join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_start))\n            dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n    else if (end_coords_x <= half_antialias) {\n        // At end of segment, either cap or join.\n        if (has_end_cap)\n            dist = cap(cap_type, end_coords_x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(v_segment_length, 0));\n        else if ((join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_end)))\n            dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n\n    float alpha = distance_to_alpha(abs(dist));\n\n#ifdef DASHED\n    if (u_dash_tex_info.x >= 0.0) {\n        // Dashes in straight segments (outside of joins) are easily calculated.\n        dist = dash_distance(v_coords.x);\n\n        if (!has_start_cap && cap_type == butt_cap) {\n            if (v_coords.x < half_antialias) {\n                // Outer of start join rendered solid color or not at all\n                // depending on whether corner point is in dash or gap, with\n                // antialiased ends.\n                if (dash_distance(0.0) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -v_coords.x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (v_coords.x > -half_antialias) {\n                        // Consider antialias region of dash after start region.\n                        float edge_dist = min(dash_distance(half_antialias), half_antialias);\n                        dist = max(dist, edge_dist + v_coords.x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 prev_coords = rotation_matrix(1.0)*v_coords;\n\n            if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\n                // Extend dashes across from end of previous segment, with antialiased end.\n                float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        if (!has_end_cap && cap_type == butt_cap) {\n            if (end_coords_x < half_antialias) {\n                // Similar for end join.\n                if (dash_distance(v_segment_length) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -end_coords_x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(v_segment_length - half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (end_coords_x > -half_antialias) {\n                        // Consider antialias region of dash before end region.\n                        float edge_dist = min(dash_distance(v_segment_length - half_antialias),\n                                              half_antialias);\n                        dist = max(dist, edge_dist + end_coords_x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\n\n            if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\n                // Extend dashes across from next segment, with antialiased end.\n                float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        dist = cap(cap_type, dist, v_coords.y);\n\n        float dash_alpha = distance_to_alpha(dist);\n        alpha = min(alpha, dash_alpha);\n    }\n#endif\n\n    alpha = u_line_color.a*alpha;\n    gl_FragColor = vec4(u_line_color.rgb*alpha, alpha);  // Premultiplied alpha.\n}\n"},
+417: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nattribute vec2 a_position;\nattribute vec2 a_center;\nattribute float a_width;\nattribute float a_height;\nattribute float a_angle; // In radians\nattribute float a_linewidth;\nattribute vec4 a_line_color;\nattribute vec4 a_fill_color;\nattribute float a_line_cap;\nattribute float a_line_join;\nattribute float a_show;\n#ifdef HATCH\nattribute float a_hatch_pattern;\nattribute float a_hatch_scale;\nattribute float a_hatch_weight;\nattribute vec4 a_hatch_color;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_antialias;\nuniform float u_size_hint;\n\nvarying float v_linewidth;\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\nvoid main()\n{\n  if (a_show < 0.5) {\n    // Do not show this rect.\n    gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n    return;\n  }\n\n  v_size = vec2(a_width, a_height);\n  v_linewidth = a_linewidth;\n  v_line_color = a_line_color;\n  v_fill_color = a_fill_color;\n  v_line_cap = a_line_cap;\n  v_line_join = a_line_join;\n\n  if (v_linewidth < 1.0) {\n    // Linewidth less than 1 is implemented as 1 but with reduced alpha.\n    v_line_color.a *= v_linewidth;\n    v_linewidth = 1.0;\n  }\n\n#ifdef HATCH\n  v_hatch_pattern = a_hatch_pattern;\n  v_hatch_scale = a_hatch_scale;\n  v_hatch_weight = a_hatch_weight;\n  v_hatch_color = a_hatch_color;\n#endif\n\n  vec2 enclosing_size;\n  // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\n  // edge of bounding box.  If symmetric spike towards edge then multiply by\n  // 1/cos(theta) where theta is angle between spike and bbox edges.\n  int size_hint = int(u_size_hint + 0.5);\n  if (size_hint == 1)  // Dash\n    enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\n                          v_linewidth + u_antialias);\n  else if (size_hint == 2)  // Dot\n    enclosing_size = 0.25*v_size + u_antialias;\n  else if (size_hint == 3)  // Diamond\n    enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\n                          v_size.y + (v_linewidth + u_antialias)*1.80278);\n  else if (size_hint == 4)  // Hex\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\n  else if (size_hint == 5)  // Square pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\n  else if (size_hint == 6)  // Triangle\n    enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\n                          v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\n  else if (size_hint == 7)  // Triangle pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\n  else if (size_hint == 8)  // Star\n    enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\n                          v_size.y + (v_linewidth + u_antialias)*3.2);\n  else\n    enclosing_size = v_size + v_linewidth + u_antialias;\n\n  // Coordinates in rotated frame with respect to center of marker, used for\n  // distance functions in fragment shader.\n  v_coords = a_position*enclosing_size;\n\n  float c = cos(-a_angle);\n  float s = sin(-a_angle);\n  mat2 rotation = mat2(c, -s, s, c);\n\n  vec2 pos = a_center + rotation*v_coords;\n#ifdef HATCH\n  // Coordinates for hatching in unrotated frame of reference.\n  v_hatch_coords = pos - 0.5;\n#endif\n  pos += 0.5; // Make up for Bokeh's offset.\n  pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\n  gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n}\n"},
+418: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nconst float SQRT2 = sqrt(2.0);\nconst float SQRT3 = sqrt(3.0);\nconst float PI = 3.14159265358979323846;\n\nconst int butt_cap = 0;\nconst int round_cap = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\n#ifdef HATCH\nconst int hatch_dot = 1;\nconst int hatch_ring = 2;\nconst int hatch_horizontal_line = 3;\nconst int hatch_vertical_line = 4;\nconst int hatch_cross = 5;\nconst int hatch_horizontal_dash = 6;\nconst int hatch_vertical_dash = 7;\nconst int hatch_spiral = 8;\nconst int hatch_right_diagonal_line = 9;\nconst int hatch_left_diagonal_line = 10;\nconst int hatch_diagonal_cross = 11;\nconst int hatch_right_diagonal_dash = 12;\nconst int hatch_left_diagonal_dash = 13;\nconst int hatch_horizontal_wave = 14;\nconst int hatch_vertical_wave = 15;\nconst int hatch_criss_cross = 16;\n#endif\n\nuniform float u_antialias;\n\nvarying float v_linewidth;\nvarying vec2 v_size;\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\n// on top of the fill rather than astride it.\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) ||     defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) ||     defined(USE_TRIANGLE_DOT)\n  #define APPEND_DOT\n#endif\n\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\n  #define APPEND_CROSS\n#endif\n\n#ifdef USE_DIAMOND_CROSS\n  #define APPEND_CROSS_2\n#endif\n\n#ifdef USE_CIRCLE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (0.5*v_size.x)\n#endif\n\n#ifdef USE_SQUARE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (v_size.x/SQRT2)\n#endif\n\n#ifdef USE_CIRCLE_Y\n  #define APPEND_Y\n#endif\n\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) ||     defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\n  // No fill.\n  #define LINE_ONLY\n#endif\n\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) ||     defined(APPEND_X) || defined(APPEND_Y)\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\n{\n  vec2 offset = p - end_point;\n  if (line_cap == butt_cap)\n    return dot(offset, unit_direction) + 0.5*v_linewidth;\n  else if (line_cap == square_cap)\n    return dot(offset, unit_direction);\n  else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\n    return length(offset);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\n// the line segments.  The line through these points is the bevel line, characterised by a vec2\n// unit_normal and offset distance from the corner point.  Edge of bevel join straddles this line,\n// round join occurs outside of this line centred on the corner point.  In general\n//   offset = (linewidth/2)*sin(alpha/2)\n// where alpha is the angle between the 2 line segments at the corner.\nfloat line_join_distance_no_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\n{\n  // Simplified version of line_join_distance ignoring miter which most markers do implicitly\n  // as they are composed of straight line segments.\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\n// calling function.\nfloat line_join_distance_incl_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\n  vec2 miter_unit_normal)\n{\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == miter_join && dist_outside > 0.0)\n    return dot((p - corner), miter_unit_normal);\n  else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) ||     defined(USE_CROSS) || defined(USE_X)\nfloat one_cross(in vec2 p, in int line_cap, in float len)\n{\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#ifdef APPEND_CROSS_2\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\n{\n  // Cross with different length in x and y directions.\n  p = abs(p);\n  bool switch_xy = (p.y > p.x);\n  p = switch_xy ? p.yx : p.xy;\n  float len = switch_xy ? lengths.y : lengths.x;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(APPEND_Y) || defined(USE_Y)\nfloat one_y(in vec2 p, in int line_cap, in float len)\n{\n  p = vec2(abs(p.x), -p.y);\n\n  // End point of line to right is (1/2, 1/3)*len*SQRT3.\n  // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\n  const float k = 6.0/sqrt(13.0);\n  vec2 unit_along = vec2(0.5*k, k/3.0);\n  vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\n  float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\n                   end_cap_distance(p, end_point, unit_along, line_cap));\n\n  if (p.y < 0.0) {\n    // Vertical line.\n    float vert_dist = max(p.x,\n                          end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\n    dist = min(dist, vert_dist);\n  }\n  return dist;\n}\n#endif\n\n// One marker_distance function per marker type.\n// Distance is zero on edge of marker, +ve outside and -ve inside.\n\n#ifdef USE_ASTERISK\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  float len = 0.5*v_size.x;\n  return min(one_cross(p, line_cap, len),  // cross\n             one_cross(p_diag, line_cap, len));  // x\n}\n#endif\n\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) ||     defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return length(p) - 0.5*v_size.x;\n}\n#endif\n\n#ifdef USE_CROSS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_DASH\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  p = abs(p);\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\n  // where r = radius = v_size.x/2.\n  // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\n  // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\n  p = abs(p);\n  float r = 0.5*v_size.x;\n  const float SQRT13 = sqrt(13.0);\n  float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_DOT\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Dot is always appended.\n  return v_linewidth+u_antialias;\n}\n#endif\n\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // A regular hexagon has v_size.x == v.size_y = r where r is the length of\n  // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\n  // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\n  // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\n  // Sloping line has outward normal vec2(h, rx/2).  Length of this is\n  // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\n  // from origin of this line is rx*h/len.\n  p = abs(p);\n  float rx = v_size.x/2.0;\n  float h = v_size.y*(SQRT3/4.0);\n  float len_normal = sqrt(h*h + 0.25*rx*rx);\n  vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\n  float dist = max(dot(p, unit_normal) - rx*h/len_normal,  // Distance from sloping line.\n                   p.y - h);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\n\n    unit_normal = normalize(unit_normal + vec2(0.0, 1.0));  // At (rx/2, h) corner.\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\n  }\n  return dist;\n}\n#endif\n\n#ifdef USE_PLUS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider one octant, the +ve quadrant with x >= y.\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n\n  // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\n  float r = 0.5*v_size.x;\n  p = p - vec2(r, 0.375*r);  // Distance with respect to outside corner\n  float dist = max(p.x, p.y);\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n    // Inside corner\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) ||     defined(USE_SQUARE_X)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  vec2 p2 = abs(p) - v_size/2.0;  // Offset from corner\n  float dist = max(p2.x, p2.y);\n\n  if (line_join != miter_join)\n    dist = max(dist, line_join_distance_no_miter(\n      p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_SQUARE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  // p is in octant between y=0 and y=x.\n  // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\n  // Circular arc that passes through the same points has center at\n  // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\n  // x - 11r/16 = 1.75626 precisely.\n  float r = 0.5*v_size.x;\n  float center_x = r*2.44375;\n  float radius = r*1.75626;\n  float dist = radius - distance(p, vec2(center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8/5) - pi/4)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\n    vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\n\n  return dist;\n}\n#endif\n\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  const float SQRT5 = sqrt(5.0);\n  const float COS72 = 0.25*(SQRT5 - 1.0);\n  const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\n\n  float angle = atan(p.x, p.y);  // In range -pi to +pi clockwise from +y direction.\n  angle = mod(angle, 0.4*PI) - 0.2*PI;  // In range -pi/5 to +pi/5 clockwise from +y direction.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in pi/10 (36 degree) sector.\n\n  // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\n  // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\n  // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\n  float r = 0.5*v_size.x;\n  float a = r*sqrt(5.0 - 2.0*SQRT5);\n  float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\n\n    // Inside corner\n    const float COS36 = sqrt(0.5 + COS72/2.0);\n    const float SIN36 = sqrt(0.5 - COS72/2.0);\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\n  // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\n  // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\n  // and distance from origin of a.  Horizontal line has outward-facing unit normal\n  // vec2(0, 1) and distance from origin of a.\n  float r = 0.5*v_size.x;\n  float a = r*SQRT3/3.0;\n\n  // Only need to consider +ve x.\n#ifdef USE_INVERTED_TRIANGLE\n  p = vec2(abs(p.x), -p.y);\n#else\n  p = vec2(abs(p.x), p.y);\n#endif\n\n  float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a,  // Distance from sloping line.\n                   p.y - a);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_TRIANGLE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  float angle = atan(p.x, -p.y);  // In range -pi to +pi.\n  angle = mod(angle, PI*2.0/3.0) - PI/3.0;  // In range -pi/3 to pi/3.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in range 0 to pi/3.\n  // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\n  // a = r/SQRT3, b = 3a/8 = r SQRT3/8.  Circular arc that passes through the same points has\n  // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\n  // Ignore r factor until the end so can use const.\n  const float a = 1.0/SQRT3;\n  const float b = SQRT3/8.0;\n  const float c = (a-b)/2.0;\n  const float x = (1.0 - c*c) / (2.0*c);\n  const float center_x = x + a;\n  const float radius = x + c;\n  float r = 0.5*v_size.x;\n  float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\n    vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_X\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_Y\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_y(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\n// on antialiasing width.\nfloat distance_to_fraction(in float dist)\n{\n  return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\n}\n\n// Return fraction from 0 (no fill color) to 1 (full fill color).\nfloat fill_fraction(in float dist)\n{\n  return distance_to_fraction(dist);\n}\n\n// Return fraction in range 0 (no line color) to 1 (full line color).\nfloat line_fraction(in float dist)\n{\n  return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\n}\n\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\nvec4 fractional_color(in vec4 color, in float fraction)\n{\n  color.a *= fraction;\n  color.rgb *= color.a;\n  return color;\n}\n\n// Blend colors that have premultiplied alpha.\nvec4 blend_colors(in vec4 src, in vec4 dest)\n{\n  return (1.0 - src.a)*dest + src;\n}\n\n#ifdef APPEND_DOT\nfloat dot_fraction(in vec2 p)\n{\n  // Assuming v_size.x == v_size.y\n  float radius = 0.125*v_size.x;\n  float dot_distance = max(length(p) - radius, -0.5*u_antialias);\n  return fill_fraction(dot_distance);\n}\n#endif\n\n#ifdef HATCH\n// Wrap coordinate(s) by removing integer part to give distance from center of\n// repeat, in the range -0.5 to +0.5.\nfloat wrap(in float x)\n{\n  return fract(x) - 0.5;\n}\n\nvec2 wrap(in vec2 xy)\n{\n  return fract(xy) - 0.5;\n}\n\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\n{\n  float scale = v_hatch_scale; // Hatch repeat distance.\n\n  // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\n  coords = coords / scale;\n  float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\n\n  // Default is to return fraction of zero, i.e. no pattern.\n  float dist = u_antialias;\n\n  if (hatch_pattern == hatch_dot) {\n    const float dot_radius = 0.25;\n    dist = length(wrap(coords)) - dot_radius;\n  }\n  else if (hatch_pattern == hatch_ring) {\n    const float ring_radius = 0.25;\n    dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_line) {\n    dist = abs(wrap(coords.y)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_line) {\n    dist = abs(wrap(coords.x)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_cross) {\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_dash) {\n    // Dashes have square caps.\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.y)),\n               abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_dash) {\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.x)),\n               abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_spiral) {\n    vec2 wrap2 = wrap(coords);\n    float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\n    // Canvas spiral radius increases by scale*pi/15 each rotation.\n    const float dr = PI/15.0;\n    float radius = length(wrap2);\n    // At any angle, spiral lines are equally spaced dr apart.\n    // Find distance to nearest of these lines.\n    float frac = fract((radius - dr*angle) / dr); // 0 to 1.\n    dist = dr*(abs(frac - 0.5));\n    dist = min(dist, radius) - halfwidth; // Consider center point also.\n  }\n  else if (hatch_pattern == hatch_right_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_diagonal_cross) {\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_right_diagonal_dash) {\n    float across = coords.x + coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x - coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_dash) {\n    float across = coords.x - coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x + coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_wave) {\n    float wrapx = wrap(coords.x);\n    float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\n    dist = abs(wrapy) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_wave) {\n    float wrapy = wrap(coords.y);\n    float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\n    dist = abs(wrapx) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_criss_cross) {\n    float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\n\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\n\n    dist = min(plus, X) - halfwidth;\n  }\n\n  return distance_to_fraction(dist*scale);\n}\n#endif\n\nvoid main()\n{\n  int line_cap = int(v_line_cap + 0.5);\n  int line_join = int(v_line_join + 0.5);\n#ifdef HATCH\n  int hatch_pattern = int(v_hatch_pattern + 0.5);\n#endif\n\n  float dist = marker_distance(v_coords, line_cap, line_join);\n\n#ifdef LINE_ONLY\n  vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\n#else\n  float fill_frac = fill_fraction(dist);\n  vec4 color = fractional_color(v_fill_color, fill_frac);\n#endif\n\n#if defined(HATCH) && !defined(LINE_ONLY)\n  if (hatch_pattern > 0 && fill_frac > 0.0) {\n    float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\n    vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\n    color = blend_colors(hatch_color, color);\n  }\n#endif\n\n  float line_frac = line_fraction(dist);\n\n#ifdef APPEND_DOT\n  line_frac = max(line_frac, dot_fraction(v_coords));\n#endif\n#ifdef APPEND_CROSS\n  line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n#ifdef APPEND_CROSS_2\n  vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\n  line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\n#endif\n#ifdef APPEND_X\n  vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\n  line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\n#endif\n#ifdef APPEND_Y\n  line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n\n  if (line_frac > 0.0) {\n    vec4 line_color = fractional_color(v_line_color, line_frac);\n    color = blend_colors(line_color, color);\n  }\n\n  gl_FragColor = color;\n}\n"},
+419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__="BaseMarkerGL",l.missing_point=-1e4},
+420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__="BaseGLGlyph"},
+421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e<t;e++)a[e]=r[e];this.update()}set_from_prop(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=r.get(t);this.update(r.is_Scalar())}set_from_scalar(r,t=4){this.get_sized_array(t).fill(r),this.update(!0)}to_attribute_config(r=0){return{buffer:this.buffer,divisor:this.is_scalar?0:1,normalized:this.is_normalized(),offset:r}}update(r=!1){null==this.buffer?this.buffer=this.regl_wrapper.buffer({usage:"dynamic",data:this.array}):this.buffer({data:this.array}),this.is_scalar=r}}n.__name__="WrappedBuffer";class l extends n{new_array(r){return new Float32Array(r)}}a.Float32Buffer=l,l.__name__="Float32Buffer";class o extends n{new_array(r){return new Uint8Array(r)}set_from_color(r,t,a=4){const e=r.is_Scalar()&&t.is_Scalar(),s=e?a:r.length,i=this.get_sized_array(4*s);for(let a=0;a<s;a++){const[e,s,n,l]=(0,_.color2rgba)(r.get(a),t.get(a));i[4*a]=e,i[4*a+1]=s,i[4*a+2]=n,i[4*a+3]=l}this.update(e)}set_from_hatch_pattern(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=(0,i.hatch_pattern_to_index)(r.get(t));this.update(r.is_Scalar())}set_from_line_cap(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.cap_lookup[r.get(t)];this.update(r.is_Scalar())}set_from_line_join(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.join_lookup[r.get(t)];this.update(r.is_Scalar())}}a.Uint8Buffer=o,o.__name__="Uint8Buffer";class h extends o{is_normalized(){return!0}}a.NormalizedUint8Buffer=h,h.__name__="NormalizedUint8Buffer"},
+422: function _(a,e,r,n,t){n();const i=a(52);r.cap_lookup={butt:0,round:1,square:2},r.join_lookup={miter:0,round:1,bevel:2};const o={blank:0,dot:1,ring:2,horizontal_line:3,vertical_line:4,cross:5,horizontal_dash:6,vertical_dash:7,spiral:8,right_diagonal_line:9,left_diagonal_line:10,diagonal_cross:11,right_diagonal_dash:12,left_diagonal_dash:13,horizontal_wave:14,vertical_wave:15,criss_cross:16};r.hatch_pattern_to_index=function(a){var e,r;return null!==(r=o[null!==(e=i.hatch_aliases[a])&&void 0!==e?e:a])&&void 0!==r?r:0},r.marker_type_to_size_hint=function(a){switch(a){case"dash":return 1;case"dot":return 2;case"diamond":case"diamond_cross":case"diamond_dot":return 3;case"hex":return 4;case"square_pin":return 5;case"inverted_triangle":case"triangle":case"triangle_dot":return 6;case"triangle_pin":return 7;case"star":case"star_dot":return 8;default:return 0}}},
+423: function _(s,t,i,e,r){e();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"circle")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s),i=this._widths.get_sized_array(s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point),i[e]=2*this.glyph.sradius[e];this._centers.update(),this._widths.update(),this._angles.set_from_prop(this.glyph.angle)}}i.CircleGL=l,l.__name__="CircleGL"},
+424: function _(s,t,e,_,h){_();const a=s(419),i=s(421);class l extends a.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}_draw_impl(s,t,e,_){e.data_changed&&(e._set_data(),e.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const h=e.nvertices;null==this._show&&(this._show=new i.Uint8Buffer(this.regl_wrapper));const a=this._show.length,l=this._show.get_sized_array(h);if(s.length<h){this._show_all=!1;for(let s=0;s<h;s++)l[s]=0;for(let t=0;t<s.length;t++)l[s[t]]=255}else if(!this._show_all||a!=h){this._show_all=!0;for(let s=0;s<h;s++)l[s]=255}this._show.update(),this._draw_one_marker_type(_,t,e)}}e.SingleMarkerGL=l,l.__name__="SingleMarkerGL"},
+425: function _(s,t,e,i,h){i();const r=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"hex")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=new r.Float32Buffer(this.regl_wrapper),this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),"pointytop"==this.glyph.model.orientation?(this._angles.set_from_scalar(.5*Math.PI),this._widths.set_from_scalar(2*this.glyph.svy[0]),this._heights.set_from_scalar(4*this.glyph.svx[4]/Math.sqrt(3))):(this._angles.set_from_scalar(0),this._widths.set_from_scalar(2*this.glyph.svx[0]),this._heights.set_from_scalar(4*this.glyph.svy[4]/Math.sqrt(3)))}}e.HexTileGL=l,l.__name__="HexTileGL"},
+426: function _(s,i,t,h,e){h();const _=s(420),l=s(22),a=s(46),n=s(422),o=s(421);class r extends _.BaseGLGlyph{constructor(s,i){super(s,i),this.glyph=i,this._antialias=1.5,this._miter_limit=5}draw(s,i,t){const h=i.glglyph;this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),h.data_changed&&(h._set_data(),h.data_changed=!1);const e=this.glyph.visuals.line,_=n.cap_lookup[e.line_cap.value],l=n.join_lookup[e.line_join.value],a=h._points,o={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[t.width,t.height],pixel_ratio:t.pixel_ratio,line_color:this._color,linewidth:this._linewidth,antialias:this._antialias,miter_limit:this._miter_limit,points:a,show:h._show,nsegments:a.length/2-3,line_join:l,line_cap:_};if(this._is_dashed()){const s=Object.assign(Object.assign({},o),{length_so_far:this._length_so_far,dash_tex:this._dash_tex,dash_tex_info:this._dash_tex_info,dash_scale:this._dash_scale,dash_offset:this._dash_offset});this.regl_wrapper.dashed_line()(s)}else this.regl_wrapper.solid_line()(o)}_is_dashed(){return this._line_dash.length>0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;i<s+1;i++)t[2*i]=this.glyph.sx[i-1],t[2*i+1]=this.glyph.sy[i-1];this._is_closed?(t[0]=t[2*s-2],t[1]=t[2*s-1],t[2*s+2]=t[4],t[2*s+3]=t[5]):(t[0]=0,t[1]=0,t[2*s+2]=0,t[2*s+3]=0),this._points.update(),null==this._show&&(this._show=new o.Uint8Buffer(this.regl_wrapper));const h=this._show.get_sized_array(s+1);let e=isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]);for(let i=1;i<s;i++){const s=isFinite(this.glyph.sx[i])&&isFinite(this.glyph.sy[i]);h[i]=e&&s?1:0,e=s}if(this._is_closed?(h[0]=h[s-1],h[s]=h[1]):(h[0]=0,h[s]=0),this._show.update(),this._is_dashed()){null==this._length_so_far&&(this._length_so_far=new o.Float32Buffer(this.regl_wrapper));const s=this._length_so_far.get_sized_array(i);let e=0;for(let _=0;_<i;_++)s[_]=e,1==h[_+1]&&(e+=Math.sqrt((t[2*_+4]-t[2*_+2])**2+(t[2*_+5]-t[2*_+3])**2));this._length_so_far.update()}}_set_visuals(){const s=this.glyph.visuals.line,i=(0,l.color2rgba)(s.line_color.value,s.line_alpha.value);this._color=i.map((s=>s/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__="LineGL"},
+427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r<s;r++){const s=this.glyph.sleft[r],h=this.glyph.sright[r],n=this.glyph.stop[r],_=this.glyph.sbottom[r];isFinite(s)&&isFinite(h)&&isFinite(n)&&isFinite(_)?(t[2*r]=(s+h)/2,t[2*r+1]=(n+_)/2,i[r]=Math.abs(n-_),e[r]=Math.abs(h-s)):(t[2*r]=a.SingleMarkerGL.missing_point,t[2*r+1]=a.SingleMarkerGL.missing_point,i[r]=a.SingleMarkerGL.missing_point,e[r]=a.SingleMarkerGL.missing_point)}this._centers.update(),this._heights.update(),this._widths.update()}}i.LRTBGL=n,n.__name__="LRTBGL"},
+428: function _(s,t,e,i,_){i();const h=s(419),r=s(421);class a extends h.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){const i=t.glglyph;i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const _=i.nvertices;null==this._show&&(this._show=new r.Uint8Buffer(this.regl_wrapper));const h=i._unique_marker_types.length;for(const t of i._unique_marker_types){if(null==t)continue;let r=_;const a=this._show.length,n=this._show.get_sized_array(_);if(h>1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=h.BaseMarkerGL.missing_point,t[2*e+1]=h.BaseMarkerGL.missing_point);this._centers.update(),this._widths.set_from_prop(this.glyph.size),this._angles.set_from_prop(this.glyph.angle),this._marker_types=this.glyph.marker,this._unique_marker_types=[...new Set(this._marker_types)]}}e.MultiMarkerGL=a,a.__name__="MultiMarkerGL"},
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diff --git a/index.html b/index.html
new file mode 100644
index 000000000..46db8b89b
--- /dev/null
+++ b/index.html
@@ -0,0 +1,682 @@
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      <link rel="icon" href="">
+    
+    
+      
+        <title>Kenning</title>
+      
+    
+    
+      
+        
+        
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
+      
+    
+        <link rel="stylesheet" type="text/css" href="_static/sphinx_immaterial_theme.af531f03affe68837.min.css" />
+        <link rel="stylesheet" type="text/css" href="_static/css/bokeh.css" />
+    <script>__md_scope=new URL(".",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+<header class="md-header" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="#" title="Kenning" class="md-header__button md-logo" aria-label="Kenning" data-md-component="logo">
+      <img src="_static/white.svg" alt="logo">
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Kenning
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Kenning
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      <form class="md-header__option" data-md-component="palette">
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+          
+          
+          <input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_1">
+          
+            <label class="md-header__button md-icon" title="Switch to light mode" for="__palette_2" hidden>
+              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 7a5 5 0 0 1 5 5 5 5 0 0 1-5 5 5 5 0 0 1-5-5 5 5 0 0 1 5-5m0 2a3 3 0 0 0-3 3 3 3 0 0 0 3 3 3 3 0 0 0 3-3 3 3 0 0 0-3-3m0-7 2.39 3.42C13.65 5.15 12.84 5 12 5c-.84 0-1.65.15-2.39.42L12 2M3.34 7l4.16-.35A7.2 7.2 0 0 0 5.94 8.5c-.44.74-.69 1.5-.83 2.29L3.34 7m.02 10 1.76-3.77a7.131 7.131 0 0 0 2.38 4.14L3.36 17M20.65 7l-1.77 3.79a7.023 7.023 0 0 0-2.38-4.15l4.15.36m-.01 10-4.14.36c.59-.51 1.12-1.14 1.54-1.86.42-.73.69-1.5.83-2.29L20.64 17M12 22l-2.41-3.44c.74.27 1.55.44 2.41.44.82 0 1.63-.17 2.37-.44L12 22Z"/></svg>
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+          
+          <input class="md-option" data-md-color-media="" data-md-color-scheme="default" data-md-color-primary="teal" data-md-color-accent="deep-orange"  aria-label="Switch to dark mode"  type="radio" name="__palette" id="__palette_2">
+          
+            <label class="md-header__button md-icon" title="Switch to dark mode" for="__palette_1" hidden>
+              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="m17.75 4.09-2.53 1.94.91 3.06-2.63-1.81-2.63 1.81.91-3.06-2.53-1.94L12.44 4l1.06-3 1.06 3 3.19.09m3.5 6.91-1.64 1.25.59 1.98-1.7-1.17-1.7 1.17.59-1.98L15.75 11l2.06-.05L18.5 9l.69 1.95 2.06.05m-2.28 4.95c.83-.08 1.72 1.1 1.19 1.85-.32.45-.66.87-1.08 1.27C15.17 23 8.84 23 4.94 19.07c-3.91-3.9-3.91-10.24 0-14.14.4-.4.82-.76 1.27-1.08.75-.53 1.93.36 1.85 1.19-.27 2.86.69 5.83 2.89 8.02a9.96 9.96 0 0 0 8.02 2.89m-1.64 2.02a12.08 12.08 0 0 1-7.8-3.47c-2.17-2.19-3.33-5-3.49-7.82-2.81 3.14-2.7 7.96.31 10.98 3.02 3.01 7.84 3.12 10.98.31Z"/></svg>
+            </label>
+          
+        
+      </form>
+    
+    
+    
+      <div class="md-header__button">
+        <a href="kenning.pdf" title="PDF - kenning.pdf">
+          <div class="md-icon">
+            
+            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 384 512"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc.--><path d="M64 0C28.7 0 0 28.7 0 64v384c0 35.3 28.7 64 64 64h256c35.3 0 64-28.7 64-64V160H256c-17.7 0-32-14.3-32-32V0H64zm192 0v128h128L256 0zM64 224h24c30.9 0 56 25.1 56 56s-25.1 56-56 56h-8v32c0 8.8-7.2 16-16 16s-16-7.2-16-16V240c0-8.8 7.2-16 16-16zm24 80c13.3 0 24-10.7 24-24s-10.7-24-24-24h-8v48h8zm72-64c0-8.8 7.2-16 16-16h24c26.5 0 48 21.5 48 48v64c0 26.5-21.5 48-48 48h-24c-8.8 0-16-7.2-16-16V240zm32 112h8c8.8 0 16-7.2 16-16v-64c0-8.8-7.2-16-16-16h-8v96zm96-128h48c8.8 0 16 7.2 16 16s-7.2 16-16 16h-32v32h32c8.8 0 16 7.2 16 16s-7.2 16-16 16h-32v48c0 8.8-7.2 16-16 16s-16-7.2-16-16V240c0-8.8 7.2-16 16-16z"/></svg>
+          </div>
+        </a>
+      </div>
+    
+    
+      <label class="md-header__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
+  <label class="md-search__overlay" for="__search"></label>
+  <div class="md-search__inner" role="search">
+    <form class="md-search__form" name="search">
+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
+      <label class="md-search__icon md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg>
+      </label>
+      <nav class="md-search__options" aria-label="Search">
+        
+        <button type="reset" class="md-search__icon md-icon" title="Clear" aria-label="Clear" tabindex="-1">
+          <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M19 6.41 17.59 5 12 10.59 6.41 5 5 6.41 10.59 12 5 17.59 6.41 19 12 13.41 17.59 19 19 17.59 13.41 12 19 6.41Z"/></svg>
+        </button>
+      </nav>
+      
+    </form>
+    <div class="md-search__output">
+      <div class="md-search__scrollwrap" data-md-scrollfix>
+        <div class="md-search-result" data-md-component="search-result">
+          <div class="md-search-result__meta">
+            Initializing search
+          </div>
+          <ol class="md-search-result__list"></ol>
+        </div>
+      </div>
+    </div>
+  </div>
+</div>
+    
+    
+      <div class="md-header__source">
+        <a href="https://github.com/antmicro/kenning" title="Go to repository" class="md-source" data-md-component="source">
+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc.--><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"/></svg>
+  </div>
+  <div class="md-source__repository">
+    antmicro/kenning
+  </div>
+</a>
+      </div>
+    
+  </nav>
+  
+</header>
+    
+    <div class="md-container" data-md-component="container">
+      
+      
+      
+      
+        
+          
+        
+      
+      <main class="md-main" data-md-component="main">
+        <div class="md-main__inner md-grid">
+          
+            
+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
+                <div class="md-sidebar__scrollwrap">
+                  <div class="md-sidebar__inner">
+                    
+
+
+  
+
+<nav class="md-nav md-nav--primary md-nav--integrated" aria-label="Navigation" data-md-level="0">
+  <label class="md-nav__title" for="__drawer">
+    <a href="#" title="Kenning" class="md-nav__button md-logo" aria-label="Kenning" data-md-component="logo">
+      <img src="_static/white.svg" alt="logo">
+    </a>
+    Kenning
+  </label>
+  
+    <div class="md-nav__source">
+      <a href="https://github.com/antmicro/kenning" title="Go to repository" class="md-source" data-md-component="source">
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+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
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+  </a>
+
+<h1 id="kenning">Kenning<a class="headerlink" href="#kenning" title="Permalink to this heading">¶</a></h1>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="introduction.html">Introduction</a></li>
+<li class="toctree-l1"><a class="reference internal" href="project-readme.html">Kenning</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="project-readme.html#introduction">Introduction</a></li>
+<li class="toctree-l2"><a class="reference internal" href="project-readme.html#kenning-installation">Kenning installation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="project-readme.html#kenning-structure">Kenning structure</a></li>
+<li class="toctree-l2"><a class="reference internal" href="project-readme.html#kenning-usage">Kenning usage</a></li>
+<li class="toctree-l2"><a class="reference internal" href="project-readme.html#using-kenning-as-a-library-in-python-scripts">Using Kenning as a library in Python scripts</a></li>
+<li class="toctree-l2"><a class="reference internal" href="project-readme.html#adding-new-implementations">Adding new implementations</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="dl-deployment-stack.html">Deep Learning deployment stack</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="dl-deployment-stack.html#from-training-to-deployment">From training to deployment</a></li>
+<li class="toctree-l2"><a class="reference internal" href="dl-deployment-stack.html#dataset-preparation">Dataset preparation</a></li>
+<li class="toctree-l2"><a class="reference internal" href="dl-deployment-stack.html#model-preparation-and-training">Model preparation and training</a></li>
+<li class="toctree-l2"><a class="reference internal" href="dl-deployment-stack.html#model-optimization">Model optimization</a></li>
+<li class="toctree-l2"><a class="reference internal" href="dl-deployment-stack.html#model-compilation-and-deployment">Model compilation and deployment</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="json-scenarios.html">Defining optimization pipelines in Kenning</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="json-scenarios.html#json-specification">JSON specification</a></li>
+<li class="toctree-l2"><a class="reference internal" href="json-scenarios.html#model-evaluation-using-its-native-framework">Model evaluation using its native framework</a></li>
+<li class="toctree-l2"><a class="reference internal" href="json-scenarios.html#optimizing-and-running-a-model-on-a-single-device">Optimizing and running a model on a single device</a></li>
+<li class="toctree-l2"><a class="reference internal" href="json-scenarios.html#compiling-a-model-and-running-it-remotely">Compiling a model and running it remotely</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="cmd-usage.html">Using Kenning via command line arguments</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="cmd-usage.html#command-line-arguments-for-classes">Command-line arguments for classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cmd-usage.html#autocompletion-for-command-line-interface">Autocompletion for command line interface</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cmd-usage.html#model-training">Model training</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cmd-usage.html#in-framework-inference-performance-measurements">In-framework inference performance measurements</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cmd-usage.html#testing-inference-on-target-hardware">Testing inference on target hardware</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cmd-usage.html#running-inference">Running inference</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cmd-usage.html#generating-performance-reports">Generating performance reports</a></li>
+<li class="toctree-l2"><a class="reference internal" href="cmd-usage.html#displaying-information-about-available-classes">Displaying information about available classes</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="kenning-gallery.html">Kenning gallery of use cases</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="gallery/displaying-information-example.html">Displaying information about available classes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="gallery/pipeline-manager-example.html">Visualizing Kenning data flows with Pipeline Manager</a></li>
+<li class="toctree-l2"><a class="reference internal" href="gallery/structured-pruning-torch.html">Structured pruning for PyTorch models</a></li>
+<li class="toctree-l2"><a class="reference internal" href="gallery/tflite-tvm.html">Model quantization and compilation using TFLite and TVM</a></li>
+<li class="toctree-l2"><a class="reference internal" href="gallery/unstructured-pruning-tensorflow.html">Unstructured Pruning of TensorFlow Models</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="kenning-variables.html">Kenning environment variables</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="kenning-variables.html#kenning-cache-dir"><code class="docutils literal notranslate"><span class="pre">KENNING_CACHE_DIR</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-variables.html#kenning-max-cache-size"><code class="docutils literal notranslate"><span class="pre">KENNING_MAX_CACHE_SIZE</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-variables.html#kenning-use-default-excepthook"><code class="docutils literal notranslate"><span class="pre">KENNING_USE_DEFAULT_EXCEPTHOOK</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-variables.html#kenning-docs-venv"><code class="docutils literal notranslate"><span class="pre">KENNING_DOCS_VENV</span></code></a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-variables.html#kenning-enable-all-logs"><code class="docutils literal notranslate"><span class="pre">KENNING_ENABLE_ALL_LOGS</span></code></a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="kenning-measurements.html">Kenning measurements</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="kenning-measurements.html#performance-metrics">Performance metrics</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="pipeline-optimizer.html">Choosing optimal optimization pipeline</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="pipeline-optimizer.html#optimization-config-specification">Optimization config specification</a></li>
+<li class="toctree-l2"><a class="reference internal" href="pipeline-optimizer.html#output-details">Output details</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="sample-report.html">Sample autogenerated report</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="sample-report.html#pet-dataset-classification-using-tvm-compiled-tensorflow-model">Pet Dataset classification using TVM-compiled TensorFlow model</a></li>
+<li class="toctree-l2"><a class="reference internal" href="sample-report.html#inference-performance-metrics-for-build-local-cpu-tvm-tensorflow-classification-json">Inference performance metrics for build.local-cpu-tvm-tensorflow-classification.json</a></li>
+<li class="toctree-l2"><a class="reference internal" href="sample-report.html#inference-quality-metrics-for-build-local-cpu-tvm-tensorflow-classification-json">Inference quality metrics for build.local-cpu-tvm-tensorflow-classification.json</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="kenning-flow.html">Creating applications with Kenning</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="kenning-flow.html#json-structure">JSON structure</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-flow.html#kenningflow-execution">KenningFlow execution</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-flow.html#implemented-runners">Implemented Runners</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="kenning-development.html">Developing Kenning blocks</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="kenning-development.html#model-and-i-o-metadata">Model and I/O metadata</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-development.html#implementing-a-new-kenning-component">Implementing a new Kenning component</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-development.html#implementing-kenning-runtime-blocks">Implementing Kenning runtime blocks</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="kenning-resources.html">Kenning resources</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="kenning-resources.html#accessing-resources">Accessing resources</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-resources.html#caching">Caching</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-resources.html#custom-uri-schemes">Custom URI schemes</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-resources.html#cli-commands">CLI commands</a></li>
+</ul>
+</li>
+<li class="toctree-l1"><a class="reference internal" href="kenning-api.html">Kenning API</a><ul>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#deployment-api-overview">Deployment API overview</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#kenningflow">KenningFlow</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#runner">Runner</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#dataset">Dataset</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#modelwrapper">ModelWrapper</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#optimizer">Optimizer</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#runtime">Runtime</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#protocol">Protocol</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#dataconverter">DataConverter</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#measurements">Measurements</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#onnxconversion">ONNXConversion</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#dataprovider">DataProvider</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#outputcollector">OutputCollector</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#argumentshandler">ArgumentsHandler</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#resourcemanager">ResourceManager</a></li>
+<li class="toctree-l2"><a class="reference internal" href="kenning-api.html#resourceuri">ResourceURI</a></li>
+</ul>
+</li>
+</ul>
+</div>
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+    <script id="__config" type="application/json">{"base": ".", "features": ["toc.integrate"], "translations": {"clipboard.copied": "Copied to clipboard", "clipboard.copy": "Copy to clipboard", "search.config.lang": "en", "search.config.pipeline": "trimmer, stopWordFilter", "search.config.separator": "[\\s\\-]+", "search.placeholder": "Search", "search.result.more.one": "1 more on this page", "search.result.more.other": "# more on this page", "search.result.none": "No matching documents", "search.result.one": "1 matching document", "search.result.other": "# matching documents", "search.result.placeholder": "Type to start searching", "search.result.term.missing": "Missing", "select.version.title": "Select version"}}</script>
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\ No newline at end of file
diff --git a/introduction.html b/introduction.html
new file mode 100644
index 000000000..2f0094ef2
--- /dev/null
+++ b/introduction.html
@@ -0,0 +1,613 @@
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      <link rel="icon" href="">
+    
+    
+      
+        <title>Introduction - Kenning</title>
+      
+    
+    
+      
+        
+        
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
+      
+    
+        <link rel="stylesheet" type="text/css" href="_static/sphinx_immaterial_theme.af531f03affe68837.min.css" />
+        <link rel="stylesheet" type="text/css" href="_static/css/bokeh.css" />
+    <script>__md_scope=new URL(".",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
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+    
+  </head>
+  
+  
+    
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+    
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+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+<header class="md-header" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="index.html" title="Kenning" class="md-header__button md-logo" aria-label="Kenning" data-md-component="logo">
+      <img src="_static/white.svg" alt="logo">
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Kenning
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Introduction
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      <form class="md-header__option" data-md-component="palette">
+        
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+              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 7a5 5 0 0 1 5 5 5 5 0 0 1-5 5 5 5 0 0 1-5-5 5 5 0 0 1 5-5m0 2a3 3 0 0 0-3 3 3 3 0 0 0 3 3 3 3 0 0 0 3-3 3 3 0 0 0-3-3m0-7 2.39 3.42C13.65 5.15 12.84 5 12 5c-.84 0-1.65.15-2.39.42L12 2M3.34 7l4.16-.35A7.2 7.2 0 0 0 5.94 8.5c-.44.74-.69 1.5-.83 2.29L3.34 7m.02 10 1.76-3.77a7.131 7.131 0 0 0 2.38 4.14L3.36 17M20.65 7l-1.77 3.79a7.023 7.023 0 0 0-2.38-4.15l4.15.36m-.01 10-4.14.36c.59-.51 1.12-1.14 1.54-1.86.42-.73.69-1.5.83-2.29L20.64 17M12 22l-2.41-3.44c.74.27 1.55.44 2.41.44.82 0 1.63-.17 2.37-.44L12 22Z"/></svg>
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+    
+    
+      <div class="md-header__button">
+        <a href="kenning.pdf" title="PDF - kenning.pdf">
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+            
+            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 384 512"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc.--><path d="M64 0C28.7 0 0 28.7 0 64v384c0 35.3 28.7 64 64 64h256c35.3 0 64-28.7 64-64V160H256c-17.7 0-32-14.3-32-32V0H64zm192 0v128h128L256 0zM64 224h24c30.9 0 56 25.1 56 56s-25.1 56-56 56h-8v32c0 8.8-7.2 16-16 16s-16-7.2-16-16V240c0-8.8 7.2-16 16-16zm24 80c13.3 0 24-10.7 24-24s-10.7-24-24-24h-8v48h8zm72-64c0-8.8 7.2-16 16-16h24c26.5 0 48 21.5 48 48v64c0 26.5-21.5 48-48 48h-24c-8.8 0-16-7.2-16-16V240zm32 112h8c8.8 0 16-7.2 16-16v-64c0-8.8-7.2-16-16-16h-8v96zm96-128h48c8.8 0 16 7.2 16 16s-7.2 16-16 16h-32v32h32c8.8 0 16 7.2 16 16s-7.2 16-16 16h-32v48c0 8.8-7.2 16-16 16s-16-7.2-16-16V240c0-8.8 7.2-16 16-16z"/></svg>
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+        </a>
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+      <label class="md-header__button md-icon" for="__search">
+        <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M9.5 3A6.5 6.5 0 0 1 16 9.5c0 1.61-.59 3.09-1.56 4.23l.27.27h.79l5 5-1.5 1.5-5-5v-.79l-.27-.27A6.516 6.516 0 0 1 9.5 16 6.5 6.5 0 0 1 3 9.5 6.5 6.5 0 0 1 9.5 3m0 2C7 5 5 7 5 9.5S7 14 9.5 14 14 12 14 9.5 12 5 9.5 5Z"/></svg>
+      </label>
+      <div class="md-search" data-md-component="search" role="dialog">
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+      <input type="text" class="md-search__input" name="query" aria-label="Search" placeholder="Search" autocapitalize="off" autocorrect="off" autocomplete="off" spellcheck="false" data-md-component="search-query" required>
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+        <a href="https://github.com/antmicro/kenning" title="Go to repository" class="md-source" data-md-component="source">
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+      
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+        <div class="md-main__inner md-grid">
+          
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+              
+              <div class="md-sidebar md-sidebar--primary" data-md-component="sidebar" data-md-type="navigation" >
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+                  <div class="md-sidebar__inner">
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+<nav class="md-nav md-nav--primary md-nav--integrated" aria-label="Navigation" data-md-level="0">
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+    <a href="index.html" title="Kenning" class="md-nav__button md-logo" aria-label="Kenning" data-md-component="logo">
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+    antmicro/kenning
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+    <li class="md-nav__item">
+      <a href="project-readme.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning</span>
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+    <li class="md-nav__item">
+      <a href="dl-deployment-stack.html" class="md-nav__link">
+        <span class="md-ellipsis">Deep Learning deployment stack</span>
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+  
+  
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+  
+    <li class="md-nav__item">
+      <a href="json-scenarios.html" class="md-nav__link">
+        <span class="md-ellipsis">Defining optimization pipelines in Kenning</span>
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+  
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="cmd-usage.html" class="md-nav__link">
+        <span class="md-ellipsis">Using Kenning via command line arguments</span>
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+  
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+  
+    <li class="md-nav__item">
+      <a href="kenning-gallery.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning gallery of use cases</span>
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+        <span class="md-ellipsis">Kenning measurements</span>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
+      </a>
+    </li>
+  
+
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="sample-report.html" class="md-nav__link">
+        <span class="md-ellipsis">Sample autogenerated report</span>
+      </a>
+    </li>
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+  
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+    <li class="md-nav__item">
+      <a href="kenning-flow.html" class="md-nav__link">
+        <span class="md-ellipsis">Creating applications with Kenning</span>
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+    <li class="md-nav__item">
+      <a href="kenning-development.html" class="md-nav__link">
+        <span class="md-ellipsis">Developing Kenning blocks</span>
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+        <span class="md-ellipsis">Kenning resources</span>
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+  
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+  
+    <li class="md-nav__item">
+      <a href="kenning-api.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning API</span>
+      </a>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
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+              </div>
+            
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+              <article class="md-content__inner md-typeset" role="main">
+                  
+
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+  <a href="https://github.com/antmicro/kenning/blob/main/docs/source/introduction.md" title="Edit this page" class="md-content__button md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="introduction">Introduction<a class="headerlink" href="#introduction" title="Permalink to this heading">¶</a></h1>
+<p><a class="reference external" href="https://github.com/antmicro/kenning">Kenning</a> provides an API for deploying deep learning applications on edge devices using various model training and compilation frameworks.</p>
+<p>This documentation consists of the following chapters:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="project-readme.html"><span class="doc std std-doc">Kenning</span></a> section provides a project description, installation steps and a quick start guide,</p></li>
+<li><p><a class="reference internal" href="dl-deployment-stack.html"><span class="doc std std-doc">Deep Learning deployment stack</span></a> section describes a typical model deployment flow on edge devices,</p></li>
+<li><p><a class="reference internal" href="json-scenarios.html"><span class="doc std std-doc">Defining optimization pipelines in Kenning</span></a> section describes a way to create advanced optimization scenarios with JSON config,</p></li>
+<li><p><a class="reference internal" href="cmd-usage.html"><span class="doc std std-doc">Using Kenning via command-line arguments</span></a> section describes executable scripts available in <a class="reference external" href="https://github.com/antmicro/kenning">Kenning</a>,</p></li>
+<li><p><a class="reference internal" href="kenning-gallery.html"><span class="doc std std-doc">Kenning gallery</span></a> contains use cases with models optimization and integration with ROS2, Renode and Pipeline Manager,</p></li>
+<li><p><a class="reference internal" href="kenning-variables.html"><span class="doc std std-doc">Kenning environment variables</span></a> section describes specific variables which can influence how the Kenning works,</p></li>
+<li><p><a class="reference internal" href="kenning-measurements.html"><span class="doc std std-doc">Kenning measurements</span></a> section describes data gathered during the compilation and evaluation process,</p></li>
+<li><p><a class="reference internal" href="pipeline-optimizer.html"><span class="doc std std-doc">Choosing optimal optimization pipeline</span></a> section describes a way to run multiple pipelines and search for the one that achieves the best result</p></li>
+<li><p><a class="reference internal" href="sample-report.html"><span class="doc std std-doc">Sample autogenerated report</span></a> section provides a sample report generated using <a class="reference external" href="https://github.com/antmicro/kenning">Kenning</a>,</p></li>
+<li><p><a class="reference internal" href="kenning-flow.html"><span class="doc std std-doc">Creating applications with Kenning</span></a> section describes KenningFlow and its usage,</p></li>
+<li><p><a class="reference internal" href="kenning-development.html"><span class="doc std std-doc">Developing Kenning blocks</span></a> section describes a way to develop new Kenning components,</p></li>
+<li><p><a class="reference internal" href="kenning-resources.html"><span class="doc std std-doc">Kenning resources</span></a> section describes how Kenning deals with its resources (pretrained models, datasets etc.),</p></li>
+<li><p><a class="reference internal" href="kenning-api.html"><span class="doc std std-doc">Kenning API</span></a> section provides an in-depth description of the <a class="reference external" href="https://github.com/antmicro/kenning">Kenning</a> API.</p></li>
+</ul>
+
+
+  <hr>
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+  <small>
+    
+      Last update:
+      2024-01-18
+    
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+        <span class="md-ellipsis">Introduction</span>
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+  <a href="#model-evaluation-using-its-native-framework" class="md-nav__link">
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+  
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+  
+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
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+  
+  
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+    <li class="md-nav__item">
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+  
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+  <a href="https://github.com/antmicro/kenning/blob/main/docs/source/json-scenarios.md" title="Edit this page" class="md-content__button md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="defining-optimization-pipelines-in-kenning">Defining optimization pipelines in Kenning<a class="headerlink" href="#defining-optimization-pipelines-in-kenning" title="Permalink to this heading">¶</a></h1>
+<p>Kenning blocks (specified in the <a class="reference internal" href="kenning-api.html"><span class="doc std std-doc">Kenning API</span></a>) can be configured either via command line (see <a class="reference internal" href="cmd-usage.html"><span class="doc std std-doc">Using Kenning via command line arguments</span></a>), or via configuration files, specified in JSON format.
+The latter approach allows the user to create more advanced and easy-to-reproduce scenarios for model deployment.
+Most notably, various optimizers available through Kenning can be chained to utilize various optimizations and get better performing models.</p>
+<p>One of the scenarios most commonly used in Kenning is model optimization and compilation.
+It can be done using <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code>.</p>
+<p>To run below examples it is required to install Kenning with dependencies as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[tensorflow,tflite,tvm] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="json-specification">JSON specification<a class="headerlink" href="#json-specification" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code> takes the specification of optimization and the testing flow in a JSON format.
+The root element of the JSON file is a dictionary that can have the following keys:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">model_wrapper</span></code> - <strong>mandatory field</strong>, accepts dictionary as a value that defines the <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> object for the deployed model (provides I/O processing, optionally model).</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">dataset</span></code> - <strong>mandatory field</strong>, accepts dictionary as a value that defines the <a class="reference internal" href="kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a> object for model optimization and evaluation.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">optimizers</span></code> - <em>optional field</em>, accepts a list of dictionaries specifying the sequence of <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>-based optimizations applied to the model.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">protocol</span></code> - <em>optional field</em>, defines the <a class="reference internal" href="kenning-api.html#protocol-api"><span class="std std-ref">Protocol</span></a> object used to communicate with a remote target platform.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">runtime</span></code> - <em>optional field</em> (<strong>required</strong> when <code class="docutils literal notranslate"><span class="pre">optimizers</span></code> are provided), defines the <a class="reference internal" href="kenning-api.html#runtime-api"><span class="std std-ref">Runtime</span></a>-based object that will infer the model on target device.</p></li>
+</ul>
+<p>Each dictionary in the fields above consists of:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">type</span></code> - appropriate class for the key,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">parameters</span></code> - <code class="docutils literal notranslate"><span class="pre">type</span></code>-specific arguments for an underlying class (see <a class="reference internal" href="kenning-development.html#defining-arguments-for-core-classes"><span class="std std-ref">Defining arguments for core classes</span></a>).</p></li>
+</ul>
+<h2 id="model-evaluation-using-its-native-framework">Model evaluation using its native framework<a class="headerlink" href="#model-evaluation-using-its-native-framework" title="Permalink to this heading">¶</a></h2>
+<p>The simplest JSON configuration looks as follows:</p>
+<div class="literal-block-wrapper docutils container" id="id1">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 1 </span><span class="caption-text">
+</span>mobilenetv2-tensorflow-native.json<a class="headerlink" href="#id1" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;native&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>It only takes <code class="docutils literal notranslate"><span class="pre">model_wrapper</span></code> and <code class="docutils literal notranslate"><span class="pre">dataset</span></code>.
+This way, the model will be loaded and evaluated using its native framework.</p>
+<p>The <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> used is <code class="docutils literal notranslate"><span class="pre">TensorFlowPetDatasetMobileNetV2</span></code>, which is a MobileNetV2 model trained to classify 37 breeds of cats and dogs.
+In the <code class="docutils literal notranslate"><span class="pre">type</span></code> field, we specify the full “path” to the class by specifying the module it is implemented in (<code class="docutils literal notranslate"><span class="pre">kenning.modelwrappers.classification.tensorflow_pet_dataset</span></code>) and the name of the class (<code class="docutils literal notranslate"><span class="pre">TensorFlowPetDatasetMobileNetV2</span></code>) in a Python-like format (dot-separated).</p>
+<p>In <code class="docutils literal notranslate"><span class="pre">parameters</span></code>, arguments specific to <code class="docutils literal notranslate"><span class="pre">TensorFlowPetDatasetMobileNetV2</span></code> are provided.
+The following parameters are available based on the argument specification:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="c1"># this argument structure is taken from kenning.core.model - it is inherited by child classes</span>
+<span class="n">arguments_structure</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s1">&#39;modelpath&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--model-path&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Path to the model&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
+        <span class="s1">&#39;required&#39;</span><span class="p">:</span> <span class="kc">True</span>
+    <span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>The only mandatory parameter here is <code class="docutils literal notranslate"><span class="pre">model_path</span></code>, which points to a file containing the model.
+It is a required argument.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">dataset</span></code> used here, is <code class="docutils literal notranslate"><span class="pre">PetDataset</span></code>. Like previously, it is provided in a module-like format (<code class="docutils literal notranslate"><span class="pre">kenning.datasets.pet_dataset.PetDataset</span></code>). The parameters here are specified in <code class="docutils literal notranslate"><span class="pre">kenning.core.dataset.Dataset</span></code> (inherited) and <code class="docutils literal notranslate"><span class="pre">kenning.core.dataset.PetDataset</span></code>:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="n">arguments_structure</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="c1"># coming from kenning.core.dataset.Dataset</span>
+    <span class="s1">&#39;root&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--dataset-root&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Path to the dataset directory&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
+        <span class="s1">&#39;required&#39;</span><span class="p">:</span> <span class="kc">True</span>
+    <span class="p">},</span>
+    <span class="s1">&#39;batch_size&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--inference-batch-size&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;The batch size for providing the input data&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">int</span><span class="p">,</span>
+        <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="mi">1</span>
+    <span class="p">},</span>
+    <span class="s1">&#39;download_dataset&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Downloads the dataset before taking any action&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span>
+        <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="kc">False</span>
+    <span class="p">},</span>
+    <span class="c1"># coming from kenning.datasets.pet_dataset.PetDataset</span>
+    <span class="s1">&#39;classify_by&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--classify-by&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Determines if classification should be performed by species or by breeds&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="s1">&#39;breeds&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;enum&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;species&#39;</span><span class="p">,</span> <span class="s1">&#39;breeds&#39;</span><span class="p">]</span>
+    <span class="p">},</span>
+    <span class="s1">&#39;image_memory_layout&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--image-memory-layout&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Determines if images should be delivered in NHWC or NCHW format&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="s1">&#39;NHWC&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;enum&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;NHWC&#39;</span><span class="p">,</span> <span class="s1">&#39;NCHW&#39;</span><span class="p">]</span>
+    <span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>As visible, the parameters allow the user to:</p>
+<ul class="simple">
+<li><p>specify the dataset’s location,</p></li>
+<li><p>download the dataset,</p></li>
+<li><p>configure data layout and batch size,</p></li>
+<li><p>configure anything specific to the dataset.</p></li>
+</ul>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>For more details on defining parameters for Kenning core classes, check <a class="reference internal" href="kenning-development.html#defining-arguments-for-core-classes"><span class="std std-ref">Defining arguments for core classes</span></a>.</p>
+</div>
+<p>If <code class="docutils literal notranslate"><span class="pre">optimizers</span></code> or <code class="docutils literal notranslate"><span class="pre">runtime</span></code> are not specified, the model is executed using the <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>‘s <code class="docutils literal notranslate"><span class="pre">run_inference</span></code> method.
+The dataset test data is passed through the model and evaluation metrics are collected.</p>
+<p>To run the defined pipeline (assuming that the JSON file is under <code class="docutils literal notranslate"><span class="pre">pipeline.json</span></code>), run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--json-cfg<span class="w"> </span>mobilenetv2-tensorflow-native.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--measurements<span class="w"> </span>measurements.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--verbosity<span class="w"> </span>INFO
+</code></pre></div>
+</div>
+<p>The <code class="docutils literal notranslate"><span class="pre">measurements.json</span></code> file is the output of the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code> providing measurement data.
+It contains information such as:</p>
+<ul class="simple">
+<li><p>the JSON configuration defined above,</p></li>
+<li><p>versions of core class packages used (e.g. <code class="docutils literal notranslate"><span class="pre">tensorflow</span></code>, <code class="docutils literal notranslate"><span class="pre">torch</span></code>, <code class="docutils literal notranslate"><span class="pre">tvm</span></code>),</p></li>
+<li><p>available resource usage readings (CPU usage, GPU usage, memory usage),</p></li>
+<li><p>data necessary for evaluation, such as predictions, confusion matrix, etc.</p></li>
+</ul>
+<p>This information can be later used for <a class="reference internal" href="cmd-usage.html#report-generation"><span class="std std-ref">Generating performance reports</span></a>.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>Check <a class="reference internal" href="kenning-measurements.html"><span class="doc">Kenning measurements</span></a> for more information.</p>
+</div>
+<h2 id="optimizing-and-running-a-model-on-a-single-device">Optimizing and running a model on a single device<a class="headerlink" href="#optimizing-and-running-a-model-on-a-single-device" title="Permalink to this heading">¶</a></h2>
+<p>Model optimization and deployment can be performed directly on target device, if the device is able to perform the optimization steps.
+It can also be used to check the outcome of certain optimizations on a desktop platform before deployment.</p>
+<p>Optimizations and compilers used in a scenario are defined in the <code class="docutils literal notranslate"><span class="pre">optimizers</span></code> field.
+This field accepts a list of optimizers - they are applied to the model in the same order in which they are defined in the <code class="docutils literal notranslate"><span class="pre">optimizers</span></code> field.</p>
+<p>For example, a model can be subjected to the following optimizations:</p>
+<ul class="simple">
+<li><p>Quantization of weights and activations using TensorFlow Lite.</p></li>
+<li><p>Conversion of data layout from NHWC to NCHW format using Apache TVM</p></li>
+<li><p>Compilation to x86 runtime with AVX2 vector extensions using Apache TVM.</p></li>
+</ul>
+<p>Such case will result is the following scenario:</p>
+<div class="literal-block-wrapper docutils container" id="id2">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 2 </span><span class="caption-text">
+</span>mobilenetv2-tensorflow-tvm-avx-int8.json<a class="headerlink" href="#id2" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;tvm-avx2-int8&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="hll"><span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+</span><span class="hll"><span class="w">    </span><span class="p">{</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tflite.TFLiteCompiler&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8.tflite&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;inference_input_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;inference_output_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span>
+</span><span class="hll"><span class="w">      </span><span class="p">}</span>
+</span><span class="hll"><span class="w">    </span><span class="p">},</span>
+</span><span class="hll"><span class="w">    </span><span class="p">{</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tvm.TVMCompiler&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;llvm -mcpu=core-avx2&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;opt_level&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;conv2d_data_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8_tvm.tar&quot;</span>
+</span><span class="hll"><span class="w">      </span><span class="p">}</span>
+</span><span class="hll"><span class="w">    </span><span class="p">}</span>
+</span><span class="hll"><span class="w">  </span><span class="p">],</span>
+</span><span class="hll"><span class="w">  </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.tvm.TVMRuntime&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+</span><span class="hll"><span class="w">      </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8_tvm.tar&quot;</span>
+</span><span class="hll"><span class="w">    </span><span class="p">}</span>
+</span><span class="hll"><span class="w">  </span><span class="p">}</span>
+</span><span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>As emphasized above, the <code class="docutils literal notranslate"><span class="pre">optimizers</span></code> list is added, with two entries:</p>
+<ul class="simple">
+<li><p>a <code class="docutils literal notranslate"><span class="pre">kenning.optimizers.tflite.TFLiteCompiler</span></code> type block, quantizing the model,</p></li>
+<li><p>a <code class="docutils literal notranslate"><span class="pre">kenning.optimizers.tvm.TVMCompiler</span></code> type block, performing remaining optimization steps.</p></li>
+</ul>
+<p>In the <code class="docutils literal notranslate"><span class="pre">runtime</span></code> field, a TVM-specific <code class="docutils literal notranslate"><span class="pre">kenning.runtimes.tvm.TVMRuntime</span></code> type is used.</p>
+<p>The first optimizer on the list reads the input model path from the <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>‘s <code class="docutils literal notranslate"><span class="pre">model_path</span></code> field.
+Each consecutive <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a> reads the model from a file saved by the previous <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>.
+In the simplest scenario, the model is saved to <code class="docutils literal notranslate"><span class="pre">compiled_model_path</span></code> in each optimizer, and is fetched by the next <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>.</p>
+<p>In case the default output file type of the previous <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a> is not supported by the next <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>, the first common supported model format is determined and used to pass the model between optimizers.</p>
+<p>In case no such format exists, the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code> returns an error.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>More details on input/output formats between <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a> objects can be found in <a class="reference internal" href="kenning-development.html"><span class="doc std std-doc">Developing Kenning blocks</span></a>.</p>
+</div>
+<p>The scenario can be executed as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span>--json-cfg<span class="w"> </span>mobilenetv2-tensorflow-tvm-avx-int8.json<span class="w"> </span>--measurements<span class="w"> </span>output.json
+</code></pre></div>
+</div>
+<h2 id="compiling-a-model-and-running-it-remotely">Compiling a model and running it remotely<a class="headerlink" href="#compiling-a-model-and-running-it-remotely" title="Permalink to this heading">¶</a></h2>
+<p>For some platforms, we cannot run a Python script to evaluate or run the model to check its quality - the dataset is too large to fit in the storage, no libraries or compilation tools are available for the target platform, or the device does not have an operating system to run Python on.</p>
+<p>In such cases, it is possible to evaluate the system remotely using the <a class="reference internal" href="kenning-api.html#protocol-api"><span class="std std-ref">Protocol</span></a> and the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_server</span></code> scenario.</p>
+<p>For this use case, we need two JSON files - one for inference server configuration, and another one for the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code> configuration, which acts as a runtime client.</p>
+<p>The client and the server may communicate via different means, protocols and interfaces - we can use TCP communication, UART communication or other.
+It depends on the <a class="reference internal" href="kenning-api.html#protocol-api"><span class="std std-ref">Protocol</span></a> used.</p>
+<p>In addition, in such scenario optimizers can be executed either on host (which is default behavior) or on target device.
+To specify it, you can use <code class="docutils literal notranslate"><span class="pre">location</span></code> parameter of the <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>.</p>
+<p>To create client/server scenario configuration it is required to add a <code class="docutils literal notranslate"><span class="pre">protocol</span></code> entry:</p>
+<div class="literal-block-wrapper docutils container" id="id3">
+<div class="code-block-caption highlight"><span class="filename"><span class="caption-number">Listing 3 </span><span class="caption-text">
+</span>tflite-tvm-classification-client-server.json<a class="headerlink" href="#id3" title="Permalink to this code">¶</a></span></div>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tflite.TFLiteCompiler&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;default&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/compiled_tflite.tflite&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;inference_input_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;inference_output_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">},</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tvm.TVMCompiler&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;llvm -mcpu=core-avx2&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/compiled_tvm.tar&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;opt_level&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;location&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;target&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">],</span>
+<span class="w">    </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.tvm.TVMRuntime&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/compiled_model.tar&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="hll"><span class="w">    </span><span class="p">},</span>
+</span><span class="hll"><span class="w">    </span><span class="nt">&quot;protocol&quot;</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="p">{</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.protocols.network.NetworkProtocol&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+</span><span class="hll"><span class="w">        </span><span class="p">{</span>
+</span><span class="hll"><span class="w">            </span><span class="nt">&quot;host&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;127.0.0.1&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">            </span><span class="nt">&quot;port&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">12345</span><span class="p">,</span>
+</span><span class="hll"><span class="w">            </span><span class="nt">&quot;packet_size&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">32768</span>
+</span><span class="hll"><span class="w">        </span><span class="p">}</span>
+</span><span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+</div>
+<p>In the <code class="docutils literal notranslate"><span class="pre">protocol</span></code> entry, we specify a <code class="docutils literal notranslate"><span class="pre">kenning.protocols.network.NetworkProtocol</span></code> and provide a server address (<code class="docutils literal notranslate"><span class="pre">host</span></code>), an application port (<code class="docutils literal notranslate"><span class="pre">port</span></code>) and packet size (<code class="docutils literal notranslate"><span class="pre">packet_size</span></code>)</p>
+<p>The server parses only <code class="docutils literal notranslate"><span class="pre">runtime</span></code> and <code class="docutils literal notranslate"><span class="pre">protocol</span></code> from the configuration, so any changes to the other of the blocks does not require server restart.
+The server uses <code class="docutils literal notranslate"><span class="pre">protocol</span></code> to receive requests from clients and <code class="docutils literal notranslate"><span class="pre">runtime</span></code> to run the tested models.</p>
+<p>The remaining things are provided by the client - input data and model.
+Direct outputs from the model are sent as is to the client, so it can postprocess them and evaluate the model using the dataset.
+The server also sends measurements from its sensors in JSON format as long as it is able to collect and send them.</p>
+<p>First, run the server, so that it is available for the client:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>server<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--json-cfg<span class="w"> </span>tflite-tvm-classification-client-server.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--verbosity<span class="w"> </span>INFO<span class="w"> </span><span class="p">&amp;</span>
+</code></pre></div>
+</div>
+<p>Then, run the client:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--json-cfg<span class="w"> </span>tflite-tvm-classification-client-server.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--measurements<span class="w"> </span>./build/tflite-tvm-classification.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--verbosity<span class="w"> </span>INFO
+</code></pre></div>
+</div>
+<p>The rest of the flow is automated.</p>
+<p>To execute one of the optimizers on the target-side, simply add the <code class="docutils literal notranslate"><span class="pre">location</span></code> parameter as follows:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span>
+<span class="p">[</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tflite.TFLiteCompiler&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8.tflite&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;inference_input_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;inference_output_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tvm.TVMCompiler&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;llvm -mcpu=core-avx2&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;opt_level&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;conv2d_data_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8_tvm.tar&quot;</span><span class="p">,</span>
+<span class="hll"><span class="w">            </span><span class="nt">&quot;location&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;target&quot;</span>
+</span><span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">],</span>
+</code></pre></div>
+</div>
+<p>and start the client the same as above (it is not required to restart server).</p>
+
+
+  <hr>
+<div class="md-source-file">
+  <small>
+    
+      Last update:
+      2024-01-18
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diff --git a/kenning-api.html b/kenning-api.html
new file mode 100644
index 000000000..0bf6be781
--- /dev/null
+++ b/kenning-api.html
@@ -0,0 +1,9803 @@
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      <link rel="icon" href="">
+    
+    
+      
+        <title>Kenning API - Kenning</title>
+      
+    
+    
+      
+        
+        
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
+      
+    
+        <link rel="stylesheet" type="text/css" href="_static/sphinx_immaterial_theme.af531f03affe68837.min.css" />
+        <link rel="stylesheet" type="text/css" href="_static/css/bokeh.css" />
+    <script>__md_scope=new URL(".",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
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+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
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+    </div>
+    
+    
+      
+
+<header class="md-header" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="index.html" title="Kenning" class="md-header__button md-logo" aria-label="Kenning" data-md-component="logo">
+      <img src="_static/white.svg" alt="logo">
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Kenning
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Kenning API
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      <form class="md-header__option" data-md-component="palette">
+        
+          
+          
+          <input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_1">
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+        <a href="kenning.pdf" title="PDF - kenning.pdf">
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+      <main class="md-main" data-md-component="main">
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+  <div class="md-source__icon md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 496 512"><!--! Font Awesome Free 6.2.0 by @fontawesome - https://fontawesome.com License - https://fontawesome.com/license/free (Icons: CC BY 4.0, Fonts: SIL OFL 1.1, Code: MIT License) Copyright 2022 Fonticons, Inc.--><path d="M165.9 397.4c0 2-2.3 3.6-5.2 3.6-3.3.3-5.6-1.3-5.6-3.6 0-2 2.3-3.6 5.2-3.6 3-.3 5.6 1.3 5.6 3.6zm-31.1-4.5c-.7 2 1.3 4.3 4.3 4.9 2.6 1 5.6 0 6.2-2s-1.3-4.3-4.3-5.2c-2.6-.7-5.5.3-6.2 2.3zm44.2-1.7c-2.9.7-4.9 2.6-4.6 4.9.3 2 2.9 3.3 5.9 2.6 2.9-.7 4.9-2.6 4.6-4.6-.3-1.9-3-3.2-5.9-2.9zM244.8 8C106.1 8 0 113.3 0 252c0 110.9 69.8 205.8 169.5 239.2 12.8 2.3 17.3-5.6 17.3-12.1 0-6.2-.3-40.4-.3-61.4 0 0-70 15-84.7-29.8 0 0-11.4-29.1-27.8-36.6 0 0-22.9-15.7 1.6-15.4 0 0 24.9 2 38.6 25.8 21.9 38.6 58.6 27.5 72.9 20.9 2.3-16 8.8-27.1 16-33.7-55.9-6.2-112.3-14.3-112.3-110.5 0-27.5 7.6-41.3 23.6-58.9-2.6-6.5-11.1-33.3 2.6-67.9 20.9-6.5 69 27 69 27 20-5.6 41.5-8.5 62.8-8.5s42.8 2.9 62.8 8.5c0 0 48.1-33.6 69-27 13.7 34.7 5.2 61.4 2.6 67.9 16 17.7 25.8 31.5 25.8 58.9 0 96.5-58.9 104.2-114.8 110.5 9.2 7.9 17 22.9 17 46.4 0 33.7-.3 75.4-.3 83.6 0 6.5 4.6 14.4 17.3 12.1C428.2 457.8 496 362.9 496 252 496 113.3 383.5 8 244.8 8zM97.2 352.9c-1.3 1-1 3.3.7 5.2 1.6 1.6 3.9 2.3 5.2 1 1.3-1 1-3.3-.7-5.2-1.6-1.6-3.9-2.3-5.2-1zm-10.8-8.1c-.7 1.3.3 2.9 2.3 3.9 1.6 1 3.6.7 4.3-.7.7-1.3-.3-2.9-2.3-3.9-2-.6-3.6-.3-4.3.7zm32.4 35.6c-1.6 1.3-1 4.3 1.3 6.2 2.3 2.3 5.2 2.6 6.5 1 1.3-1.3.7-4.3-1.3-6.2-2.2-2.3-5.2-2.6-6.5-1zm-11.4-14.7c-1.6 1-1.6 3.6 0 5.9 1.6 2.3 4.3 3.3 5.6 2.3 1.6-1.3 1.6-3.9 0-6.2-1.4-2.3-4-3.3-5.6-2z"/></svg>
+  </div>
+  <div class="md-source__repository">
+    antmicro/kenning
+  </div>
+</a>
+    </div>
+  
+  <ul class="md-nav__list" data-md-scrollfix>
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="introduction.html" class="md-nav__link">
+        <span class="md-ellipsis">Introduction</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="project-readme.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="dl-deployment-stack.html" class="md-nav__link">
+        <span class="md-ellipsis">Deep Learning deployment stack</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="json-scenarios.html" class="md-nav__link">
+        <span class="md-ellipsis">Defining optimization pipelines in Kenning</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="cmd-usage.html" class="md-nav__link">
+        <span class="md-ellipsis">Using Kenning via command line arguments</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-gallery.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning gallery of use cases</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-variables.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning environment variables</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-measurements.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning measurements</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="sample-report.html" class="md-nav__link">
+        <span class="md-ellipsis">Sample autogenerated report</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-flow.html" class="md-nav__link">
+        <span class="md-ellipsis">Creating applications with Kenning</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-development.html" class="md-nav__link">
+        <span class="md-ellipsis">Developing Kenning blocks</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-resources.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning resources</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+    
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      
+      <input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          <span class="md-ellipsis">Kenning API</span>
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="#" class="md-nav__link md-nav__link--active">
+        <span class="md-ellipsis">Kenning API</span>
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary">
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#deployment-api-overview" class="md-nav__link">
+    <span class="md-ellipsis">Deployment API overview</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Deployment API overview">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#model-processing" class="md-nav__link">
+    <span class="md-ellipsis">Model processing</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#i-o-data-flow" class="md-nav__link">
+    <span class="md-ellipsis">I/O data flow</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#data-flow-reporting" class="md-nav__link">
+    <span class="md-ellipsis">Data flow reporting</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#kenningflow" class="md-nav__link">
+    <span class="md-ellipsis">Kenning<wbr>Flow</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="KenningFlow">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.flow.KenningFlow (Python class) — Bases: object" class="md-ellipsis">kenning.<wbr>core.<wbr>flow.<wbr>Kenning<wbr>Flow</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.flow.KenningFlow">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.form_parameterschema" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.flow.KenningFlow.form_parameterschema (Python method) — Creates schema for the KenningFlow class." class="md-ellipsis">form_<wbr>parameterschema</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="form_parameterschema">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.form_parameterschema-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.form_parameterschema-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.flow.KenningFlow.from_json (Python method) — Constructor wrapper that takes the parameters from json dict." class="md-ellipsis">from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.from_json.runners_specifications" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.flow.KenningFlow.from_json.runners_specifications (Python parameter) — List of runners that creates the flow." class="md-ellipsis">runners_<wbr>specifications</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.from_json-raises" class="md-nav__link">
+    <span class="md-ellipsis">Raises</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.run" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.flow.KenningFlow.run (Python method) — Main process function. Repeatedly runs constructed graph in a loop." class="md-ellipsis">run</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.flow.KenningFlow.run_single_step" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.flow.KenningFlow.run_single_step (Python method) — Runs flow one time." class="md-ellipsis">run_<wbr>single_<wbr>step</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#runner" class="md-nav__link">
+    <span class="md-ellipsis">Runner</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Runner">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.runner.Runner (Python class) — Bases: IOInterface, ArgumentsHandler, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>runner.<wbr>Runner</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.runner.Runner">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.cleanup" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runner.Runner.cleanup (Python method) — Method that cleans resources after Runner is no longer needed." class="md-ellipsis">cleanup</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_argparse" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runner.Runner.from_argparse (Python method) — Constructor wrapper that takes the parameters from argparse args." class="md-ellipsis">from_<wbr>argparse</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_argparse">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_argparse-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_argparse.args" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.from_argparse.args (Python parameter) — Arguments from ArgumentParser object." class="md-ellipsis">args</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_argparse.inputs_sources" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.from_argparse.inputs_sources (Python parameter) — Input from where data is being retrieved." class="md-ellipsis">inputs_<wbr>sources</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_argparse.inputs_specs" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.from_argparse.inputs_specs (Python parameter) — Specifications of runner&#39;s inputs." class="md-ellipsis">inputs_<wbr>specs</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_argparse.outputs" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.from_argparse.outputs (Python parameter) — Outputs of this Runner." class="md-ellipsis">outputs</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_argparse-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_argparse-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runner.Runner.from_json (Python method) — Constructor wrapper that takes the parameters from json dict." class="md-ellipsis">from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_json.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.from_json.json_dict (Python parameter) — Arguments for the constructor." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_json.inputs_sources" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.from_json.inputs_sources (Python parameter) — Input from where data is being retrieved." class="md-ellipsis">inputs_<wbr>sources</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_json.inputs_specs" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.from_json.inputs_specs (Python parameter) — Specifications of runner&#39;s inputs." class="md-ellipsis">inputs_<wbr>specs</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_json.outputs" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.from_json.outputs (Python parameter) — Outputs of this Runner." class="md-ellipsis">outputs</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.run" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runner.Runner.run (Python method) — Method used to run this Runner." class="md-ellipsis">run</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="run">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.run-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.run.inputs" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runner.Runner.run.inputs (Python parameter) — Inputs provided to this block." class="md-ellipsis">inputs</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.run-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.run-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.should_close" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runner.Runner.should_close (Python method) — Method that checks if Runner got some exit indication (exception etc.) and the flow should close." class="md-ellipsis">should_<wbr>close</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="should_close">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.should_close-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runner.Runner.should_close-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#dataset" class="md-nav__link">
+    <span class="md-ellipsis">Dataset</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Dataset">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>dataset.<wbr>Dataset</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.dataset.Dataset">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataX" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.dataX (Python attribute) — List of input data (or data representing input data, i.e. file paths)." class="md-ellipsis">data<wbr>X</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="dataX">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataX-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataY" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.dataY (Python attribute) — List of output data (or data representing output data)." class="md-ellipsis">data<wbr>Y</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="dataY">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataY-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.batch_size" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.batch_size (Python attribute) — The batch size for the dataset." class="md-ellipsis">batch_<wbr>size</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="batch_size">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.batch_size-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset._dataindex" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset._dataindex (Python attribute) — ID of the next data to be delivered for inference." class="md-ellipsis">_<wbr>dataindex</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="_dataindex">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset._dataindex-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataXtrain" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.dataXtrain (Python attribute) — dataX subset representing a training set. Available after executing train_test_split_representations, otherwise empty." class="md-ellipsis">data<wbr>Xtrain</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="dataXtrain">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataXtrain-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataYtrain" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.dataYtrain (Python attribute) — dataY subset representing a training set. Available after executing train_test_split_representations, otherwise empty." class="md-ellipsis">data<wbr>Ytrain</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="dataYtrain">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataYtrain-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataXtest" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.dataXtest (Python attribute) — dataX subset representing a testing set. Available after executing train_test_split_representations, otherwise empty." class="md-ellipsis">data<wbr>Xtest</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="dataXtest">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataXtest-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataYtest" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.dataYtest (Python attribute) — dataY subset representing a testing set. Available after executing train_test_split_representations, otherwise empty." class="md-ellipsis">data<wbr>Ytest</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="dataYtest">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataYtest-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataXval" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.dataXval (Python attribute) — Optional dataX subset representing a validation set. Available after executing train_test_split_representations, otherwise empty." class="md-ellipsis">data<wbr>Xval</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="dataXval">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataXval-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataYval" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.dataset.Dataset.dataYval (Python attribute) — Optional dataY subset representing a validation set. Available after executing train_test_split_representations, otherwise empty." class="md-ellipsis">data<wbr>Yval</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="dataYval">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.dataYval-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.calibration_dataset_generator" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.calibration_dataset_generator (Python method) — Creates generator for the calibration data." class="md-ellipsis">calibration_<wbr>dataset_<wbr>generator</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="calibration_dataset_generator">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.calibration_dataset_generator-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.calibration_dataset_generator.percentage" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.calibration_dataset_generator.percentage (Python parameter) — The fraction of data to use for calibration." class="md-ellipsis">percentage</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.calibration_dataset_generator.seed" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.calibration_dataset_generator.seed (Python parameter) — The seed for random state." class="md-ellipsis">seed</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.calibration_dataset_generator-yields" class="md-nav__link">
+    <span class="md-ellipsis">Yields</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.download_dataset_fun" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.download_dataset_fun (Python method) — Downloads the dataset to the root directory defined in the constructor." class="md-ellipsis">download_<wbr>dataset_<wbr>fun</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.evaluate" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.evaluate (Python method) — Evaluates the model based on the predictions." class="md-ellipsis">evaluate</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="evaluate">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.evaluate-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.evaluate.predictions" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.evaluate.predictions (Python parameter) — The list of predictions from the model." class="md-ellipsis">predictions</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.evaluate.truth" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.evaluate.truth (Python parameter) — The ground truth for given batch." class="md-ellipsis">truth</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.evaluate-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.evaluate-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_argparse" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.from_argparse (Python method) — Constructor wrapper that takes the parameters from argparse args." class="md-ellipsis">from_<wbr>argparse</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_argparse">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_argparse-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_argparse.args" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.from_argparse.args (Python parameter) — Arguments from ArgumentParser object." class="md-ellipsis">args</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_argparse-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_argparse-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.from_json (Python method) — Constructor wrapper that takes the parameters from json dict." class="md-ellipsis">from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_json.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.from_json.json_dict (Python parameter) — Arguments for the constructor." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_class_names" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.get_class_names (Python method) — Returns list of class names in order of their IDs." class="md-ellipsis">get_<wbr>class_<wbr>names</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_class_names">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_class_names-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_class_names-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_data" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.get_data (Python method) — Returns the tuple of all inputs and outputs for the dataset." class="md-ellipsis">get_<wbr>data</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_data-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_data-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_data_unloaded" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.get_data_unloaded (Python method) — Returns the input and output representations before loading." class="md-ellipsis">get_<wbr>data_<wbr>unloaded</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_data_unloaded">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_data_unloaded-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_data_unloaded-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_input_mean_std" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.get_input_mean_std (Python method) — Returns mean and std values for input tensors." class="md-ellipsis">get_<wbr>input_<wbr>mean_<wbr>std</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_input_mean_std">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_input_mean_std-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.get_input_mean_std-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_test" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.iter_test (Python method) — Iterates over test data obtained from split." class="md-ellipsis">iter_<wbr>test</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="iter_test">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_test-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_test-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_train" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.iter_train (Python method) — Iterates over train data obtained from split." class="md-ellipsis">iter_<wbr>train</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="iter_train">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_train-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_train-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_val" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.iter_val (Python method) — Iterates over validation data obtained from split." class="md-ellipsis">iter_<wbr>val</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="iter_val">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_val-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.iter_val-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.prepare (Python method) — Prepares dataX and dataY attributes based on the dataset contents." class="md-ellipsis">prepare</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.prepare_external_calibration_dataset (Python method) — Prepares the data for external calibration dataset." class="md-ellipsis">prepare_<wbr>external_<wbr>calibration_<wbr>dataset</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="prepare_external_calibration_dataset">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset.percentage" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.prepare_external_calibration_dataset.percentage (Python parameter) — Percentage of dataset to be used." class="md-ellipsis">percentage</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset.seed" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.prepare_external_calibration_dataset.seed (Python parameter) — Random state seed." class="md-ellipsis">seed</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_input_samples" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.prepare_input_samples (Python method) — Prepares input samples, i.e. load images from files, converts them." class="md-ellipsis">prepare_<wbr>input_<wbr>samples</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="prepare_input_samples">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_input_samples-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_input_samples.samples" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.prepare_input_samples.samples (Python parameter) — List of input samples to be processed." class="md-ellipsis">samples</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_input_samples-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_input_samples-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_output_samples" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.prepare_output_samples (Python method) — Prepares output samples." class="md-ellipsis">prepare_<wbr>output_<wbr>samples</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="prepare_output_samples">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_output_samples-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_output_samples.samples" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.prepare_output_samples.samples (Python parameter) — List of output samples to be processed." class="md-ellipsis">samples</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_output_samples-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.prepare_output_samples-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.save_dataset_checksum" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.save_dataset_checksum (Python method) — Writes dataset checksum to file." class="md-ellipsis">save_<wbr>dataset_<wbr>checksum</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.set_batch_size" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.set_batch_size (Python method) — Sets the batch size of the data in the iterator batches." class="md-ellipsis">set_<wbr>batch_<wbr>size</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="set_batch_size">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.set_batch_size-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.set_batch_size.batch_size" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.set_batch_size.batch_size (Python parameter) — Number of input samples per batch." class="md-ellipsis">batch_<wbr>size</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.test_subset_len" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.test_subset_len (Python method) — Returns the length of a single batch from the training set." class="md-ellipsis">test_<wbr>subset_<wbr>len</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="test_subset_len">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.test_subset_len-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.test_subset_len-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_subset_len" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.train_subset_len (Python method) — Returns the length of a single batch from the training set." class="md-ellipsis">train_<wbr>subset_<wbr>len</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="train_subset_len">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_subset_len-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_subset_len-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.train_test_split_representations (Python method) — Splits the data representations into train dataset and test dataset." class="md-ellipsis">train_<wbr>test_<wbr>split_<wbr>representations</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="train_test_split_representations">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations.test_fraction" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.train_test_split_representations.test_fraction (Python parameter) — The fraction of data to leave for model testing." class="md-ellipsis">test_<wbr>fraction</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations.val_fraction" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.train_test_split_representations.val_fraction (Python parameter) — The fraction of data to leave for model validation." class="md-ellipsis">val_<wbr>fraction</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations.seed" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.train_test_split_representations.seed (Python parameter) — The seed for random state." class="md-ellipsis">seed</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations.stratify" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.train_test_split_representations.stratify (Python parameter) — Whether to stratify the split." class="md-ellipsis">stratify</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations.append_index" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataset.Dataset.train_test_split_representations.append_index (Python parameter) — Whether to return the indices of the split. If True, the returned tuple will have indices appended at the end. For example, if the split is (X_train, X_test, y_train, y_test), the returned tuple will be (X_train, X_test, y_train, y_test, train_indices, test_indices)." class="md-ellipsis">append_<wbr>index</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.train_test_split_representations-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.val_subset_len" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.val_subset_len (Python method) — Returns the length of a single batch from the training set." class="md-ellipsis">val_<wbr>subset_<wbr>len</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="val_subset_len">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.val_subset_len-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.val_subset_len-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.verify_dataset_checksum" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataset.Dataset.verify_dataset_checksum (Python method) — Checks whether dataset is already downloaded in its directory." class="md-ellipsis">verify_<wbr>dataset_<wbr>checksum</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="verify_dataset_checksum">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.verify_dataset_checksum-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataset.Dataset.verify_dataset_checksum-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#modelwrapper" class="md-nav__link">
+    <span class="md-ellipsis">Model<wbr>Wrapper</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="ModelWrapper">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>model.<wbr>Model<wbr>Wrapper</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.model.ModelWrapper">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_input_to_bytes" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.convert_input_to_bytes (Python method) — Converts the input returned by the preprocess_input method to bytes." class="md-ellipsis">convert_<wbr>input_<wbr>to_<wbr>bytes</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="convert_input_to_bytes">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_input_to_bytes-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_input_to_bytes.inputdata" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.convert_input_to_bytes.inputdata (Python parameter) — The preprocessed inputs." class="md-ellipsis">inputdata</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_input_to_bytes-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_input_to_bytes-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_output_from_bytes" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.convert_output_from_bytes (Python method) — Converts bytes array to the model output format." class="md-ellipsis">convert_<wbr>output_<wbr>from_<wbr>bytes</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="convert_output_from_bytes">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_output_from_bytes-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_output_from_bytes.outputdata" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.convert_output_from_bytes.outputdata (Python parameter) — Output data in raw bytes." class="md-ellipsis">outputdata</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_output_from_bytes-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.convert_output_from_bytes-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.derive_io_spec_from_json_params (Python method) — Creates IO specification by deriving parameters from parsed JSON dictionary. The resulting IO specification may differ from the results of get_io_specification, information that couldn&#39;t be retrieved from JSON parameters are absent from final IO spec or are filled with general value (example: &#39;-1&#39; for unknown dimension shape)." class="md-ellipsis">derive_<wbr>io_<wbr>spec_<wbr>from_<wbr>json_<wbr>params</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="derive_io_spec_from_json_params">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.derive_io_spec_from_json_params.json_dict (Python parameter) — JSON dictionary formed by parsing the input JSON with ModelWrapper&#39;s parameterschema." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_argparse" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.from_argparse (Python method) — Constructor wrapper that takes the parameters from argparse args." class="md-ellipsis">from_<wbr>argparse</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_argparse">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_argparse-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_argparse.dataset" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.from_argparse.dataset (Python parameter) — The dataset object to feed to the model." class="md-ellipsis">dataset</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_argparse.args" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.from_argparse.args (Python parameter) — Arguments from ArgumentParser object." class="md-ellipsis">args</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_argparse.from_file" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.from_argparse.from_file (Python parameter) — Determines if the model should be loaded from model_path." class="md-ellipsis">from_<wbr>file</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_argparse-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_argparse-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.from_json (Python method) — Constructor wrapper that takes the parameters from json dict." class="md-ellipsis">from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_json.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.from_json.json_dict (Python parameter) — Arguments for the constructor." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_json.dataset" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.from_json.dataset (Python parameter) — The dataset object to feed to the model." class="md-ellipsis">dataset</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_json.from_file" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.from_json.from_file (Python parameter) — Determines if the model should be loaded from model_path." class="md-ellipsis">from_<wbr>file</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_framework_and_version" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.get_framework_and_version (Python method) — Returns name of the framework and its version in a form of a tuple." class="md-ellipsis">get_<wbr>framework_<wbr>and_<wbr>version</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_framework_and_version">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_framework_and_version-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_framework_and_version-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_io_specification" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.get_io_specification (Python method) — Returns a saved dictionary with input and output keys that map to input and output specifications." class="md-ellipsis">get_<wbr>io_<wbr>specification</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_io_specification">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_io_specification-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_io_specification-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_io_specification_from_model" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.get_io_specification_from_model (Python method) — Returns a new instance of dictionary with input and output keys that map to input and output specifications." class="md-ellipsis">get_<wbr>io_<wbr>specification_<wbr>from_<wbr>model</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_io_specification_from_model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_io_specification_from_model-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_io_specification_from_model-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_output_formats" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.get_output_formats (Python method) — Returns list of names of possible output formats." class="md-ellipsis">get_<wbr>output_<wbr>formats</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_output_formats">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_output_formats-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_output_formats-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_path" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.get_path (Python method) — Returns path to the model in a form of a Path or ResourceURI object." class="md-ellipsis">get_<wbr>path</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_path">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_path-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.get_path-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.load_model" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.load_model (Python method) — Loads the model from file." class="md-ellipsis">load_<wbr>model</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="load_model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.load_model-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.load_model.model_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.load_model.model_path (Python parameter) — Path or URI to the model file." class="md-ellipsis">model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.parse_io_specification_from_json (Python method) — Return dictionary with &#39;input&#39; and &#39;output&#39; keys that will map to input and output specification of an object created by the argument json schema." class="md-ellipsis">parse_<wbr>io_<wbr>specification_<wbr>from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="parse_io_specification_from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.parse_io_specification_from_json.json_dict (Python parameter) — Parameters for object constructor in JSON format." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.postprocess_outputs" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.postprocess_outputs (Python method) — Processes the outputs for a given model." class="md-ellipsis">postprocess_<wbr>outputs</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="postprocess_outputs">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.postprocess_outputs-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.postprocess_outputs.y" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.postprocess_outputs.y (Python parameter) — The list of output data from the model." class="md-ellipsis">y</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.postprocess_outputs-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.postprocess_outputs-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.prepare_model" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.prepare_model (Python method) — Downloads the model (if required) and loads it to the device." class="md-ellipsis">prepare_<wbr>model</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.preprocess_input" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.preprocess_input (Python method) — Preprocesses the inputs for a given model before inference." class="md-ellipsis">preprocess_<wbr>input</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="preprocess_input">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.preprocess_input-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.preprocess_input.X" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.preprocess_input.X (Python parameter) — The input data from the Dataset object." class="md-ellipsis">X</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.preprocess_input-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.preprocess_input-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.run_inference" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.run_inference (Python method) — Runs inference for a given preprocessed input." class="md-ellipsis">run_<wbr>inference</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="run_inference">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.run_inference-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.run_inference.X" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.run_inference.X (Python parameter) — The preprocessed inputs for the model." class="md-ellipsis">X</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.run_inference-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.run_inference-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.save_model" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.save_model (Python method) — Saves the model to file." class="md-ellipsis">save_<wbr>model</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="save_model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.save_model-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.save_model.model_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.save_model.model_path (Python parameter) — Path or URI to the model file." class="md-ellipsis">model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.save_to_onnx" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.save_to_onnx (Python method) — Saves the model in the ONNX format." class="md-ellipsis">save_<wbr>to_<wbr>onnx</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="save_to_onnx">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.save_to_onnx-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.save_to_onnx.model_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.save_to_onnx.model_path (Python parameter) — Path or URI to the model file." class="md-ellipsis">model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.test_inference" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.test_inference (Python method) — Runs the inference on test split of the dataset." class="md-ellipsis">test_<wbr>inference</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="test_inference">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.test_inference-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.test_inference-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.train_model" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.model.ModelWrapper.train_model (Python method) — Trains the model with a given dataset." class="md-ellipsis">train_<wbr>model</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="train_model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.train_model-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.train_model.batch_size" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.train_model.batch_size (Python parameter) — The batch size for the training." class="md-ellipsis">batch_<wbr>size</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.train_model.learning_rate" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.train_model.learning_rate (Python parameter) — The learning rate for the training." class="md-ellipsis">learning_<wbr>rate</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.train_model.epochs" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.train_model.epochs (Python parameter) — The number of epochs for training." class="md-ellipsis">epochs</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.train_model.logdir" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.model.ModelWrapper.train_model.logdir (Python parameter) — Path to the logging directory." class="md-ellipsis">logdir</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.model.ModelWrapper.train_model-raises" class="md-nav__link">
+    <span class="md-ellipsis">Raises</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#optimizer" class="md-nav__link">
+    <span class="md-ellipsis">Optimizer</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Optimizer">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.optimizer.Optimizer (Python class) — Bases: ArgumentsHandler, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>optimizer.<wbr>Optimizer</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.optimizer.Optimizer">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.compile" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.compile (Python method) — Compiles the given model to a target format." class="md-ellipsis">compile</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="compile">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.compile-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.compile.input_model_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.compile.input_model_path (Python parameter) — Path to the input model." class="md-ellipsis">input_<wbr>model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.compile.io_spec" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.compile.io_spec (Python parameter) — Dictionary that has input and output keys that contain list of dictionaries mapping (property name) -&gt; (property value) for the layers." class="md-ellipsis">io_<wbr>spec</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.consult_model_type" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.consult_model_type (Python method) — Finds output format of the previous block in the chain matching with an input format of the current block." class="md-ellipsis">consult_<wbr>model_<wbr>type</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="consult_model_type">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.consult_model_type-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.consult_model_type.previous_block" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.consult_model_type.previous_block (Python parameter) — Previous block in the optimization chain." class="md-ellipsis">previous_<wbr>block</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.consult_model_type.force_onnx" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.consult_model_type.force_onnx (Python parameter) — Forces ONNX format." class="md-ellipsis">force_<wbr>onnx</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.consult_model_type-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.consult_model_type-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.consult_model_type-raises" class="md-nav__link">
+    <span class="md-ellipsis">Raises</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_argparse" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.from_argparse (Python method) — Constructor wrapper that takes the parameters from argparse args." class="md-ellipsis">from_<wbr>argparse</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_argparse">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_argparse-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_argparse.dataset" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.from_argparse.dataset (Python parameter) — The dataset object that is optionally used for optimization." class="md-ellipsis">dataset</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_argparse.args" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.from_argparse.args (Python parameter) — Arguments from ArgumentParser object." class="md-ellipsis">args</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_argparse-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_argparse-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.from_json (Python method) — Constructor wrapper that takes the parameters from json dict." class="md-ellipsis">from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_json.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.from_json.json_dict (Python parameter) — Arguments for the constructor." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_json.dataset" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.from_json.dataset (Python parameter) — The dataset object that is optionally used for optimization." class="md-ellipsis">dataset</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_framework_and_version" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.get_framework_and_version (Python method) — Returns name of the framework and its version in a form of a tuple." class="md-ellipsis">get_<wbr>framework_<wbr>and_<wbr>version</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_framework_and_version">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_framework_and_version-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_framework_and_version-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_input_formats" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.get_input_formats (Python method) — Returns list of names of possible input formats." class="md-ellipsis">get_<wbr>input_<wbr>formats</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_input_formats">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_input_formats-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_input_formats-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_output_formats" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.get_output_formats (Python method) — Returns list of names of possible output formats." class="md-ellipsis">get_<wbr>output_<wbr>formats</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_output_formats">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_output_formats-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_output_formats-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_spec_path" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.get_spec_path (Python method) — Returns input/output specification path for the model saved in model_path. It concatenates model_path and .json." class="md-ellipsis">get_<wbr>spec_<wbr>path</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_spec_path">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_spec_path-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_spec_path.model_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.get_spec_path.model_path (Python parameter) — Path where the model is saved." class="md-ellipsis">model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_spec_path-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.get_spec_path-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.load_io_specification" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.load_io_specification (Python method) — Returns saved input and output specification of a model saved in model_path if there is one. Otherwise returns None." class="md-ellipsis">load_<wbr>io_<wbr>specification</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="load_io_specification">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.load_io_specification-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.load_io_specification.model_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.load_io_specification.model_path (Python parameter) — Path to the model which specification the function should read." class="md-ellipsis">model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.load_io_specification-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.load_io_specification-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.save_io_specification" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.save_io_specification (Python method) — Internal function that saves input/output model specification which is used during both inference and compilation. If io_spec is None, the function uses specification of an input model stored in input_model_path + .json. If there is no specification stored in this path the function does not do anything." class="md-ellipsis">save_<wbr>io_<wbr>specification</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="save_io_specification">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.save_io_specification-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.save_io_specification.input_model_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.save_io_specification.input_model_path (Python parameter) — Path to the input model." class="md-ellipsis">input_<wbr>model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.save_io_specification.io_spec" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.optimizer.Optimizer.save_io_specification.io_spec (Python parameter) — Specification of the input/ouput layers." class="md-ellipsis">io_<wbr>spec</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.set_compiled_model_path" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.set_compiled_model_path (Python method) — Sets path for compiled model." class="md-ellipsis">set_<wbr>compiled_<wbr>model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.optimizer.Optimizer.set_input_type" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.optimizer.Optimizer.set_input_type (Python method) — Sets input type of the model for the compiler." class="md-ellipsis">set_<wbr>input_<wbr>type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#runtime" class="md-nav__link">
+    <span class="md-ellipsis">Runtime</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Runtime">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.runtime.Runtime (Python class) — Bases: ArgumentsHandler, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>runtime.<wbr>Runtime</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.runtime.Runtime">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.extract_output" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.extract_output (Python method) — Extracts and postprocesses the output of the model." class="md-ellipsis">extract_<wbr>output</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="extract_output">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.extract_output-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.extract_output-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_argparse" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.from_argparse (Python method) — Constructor wrapper that takes the parameters from argparse args." class="md-ellipsis">from_<wbr>argparse</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_argparse">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_argparse-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_argparse.args" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.from_argparse.args (Python parameter) — Arguments from ArgumentParser object." class="md-ellipsis">args</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_argparse-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_argparse-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.from_json (Python method) — Constructor wrapper that takes the parameters from json dict." class="md-ellipsis">from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_json.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.from_json.json_dict (Python parameter) — Arguments for the constructor." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_input_formats" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.get_input_formats (Python method) — Returns list of names of possible input formats names." class="md-ellipsis">get_<wbr>input_<wbr>formats</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_input_formats">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_input_formats-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_input_formats-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_io_spec_path" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.get_io_spec_path (Python method) — Gets path to a input/output specification file which is model_path and .json concatenated." class="md-ellipsis">get_<wbr>io_<wbr>spec_<wbr>path</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_io_spec_path">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_io_spec_path-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_io_spec_path.model_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.get_io_spec_path.model_path (Python parameter) — URI to the compiled model." class="md-ellipsis">model_<wbr>path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_io_spec_path-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_io_spec_path-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_time" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.get_time (Python method) — Gets the current timestamp." class="md-ellipsis">get_<wbr>time</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_time">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_time-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.get_time-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.infer" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.infer (Python method) — Runs inference on single batch locally using a given runtime." class="md-ellipsis">infer</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="infer">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.infer-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.infer.X" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.infer.X (Python parameter) — Batch of data provided for inference." class="md-ellipsis">X</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.infer.model_wrapper" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.infer.model_wrapper (Python parameter) — Model that is executed on target hardware." class="md-ellipsis">model_<wbr>wrapper</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.infer.postprocess" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.infer.postprocess (Python parameter) — Indicates if model output should be postprocessed." class="md-ellipsis">postprocess</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.infer-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.infer-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.inference_session_end" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.inference_session_end (Python method) — Calling this function indicates that the inference session has ended." class="md-ellipsis">inference_<wbr>session_<wbr>end</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.inference_session_start" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.inference_session_start (Python method) — Calling this function indicates that the client is connected." class="md-ellipsis">inference_<wbr>session_<wbr>start</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.load_input (Python method) — Loads and converts delivered data to the accelerator for inference." class="md-ellipsis">load_<wbr>input</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="load_input">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input.input_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.load_input.input_data (Python parameter) — Input data in bytes delivered by the client, preprocessed." class="md-ellipsis">input_<wbr>data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input-raises" class="md-nav__link">
+    <span class="md-ellipsis">Raises</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input_from_bytes" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.load_input_from_bytes (Python method) — The method accepts input_data in bytes and loads it according to the input specification." class="md-ellipsis">load_<wbr>input_<wbr>from_<wbr>bytes</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="load_input_from_bytes">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input_from_bytes-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input_from_bytes.input_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.load_input_from_bytes.input_data (Python parameter) — Input data in bytes delivered by the client." class="md-ellipsis">input_<wbr>data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input_from_bytes-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input_from_bytes-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.load_input_from_bytes-raises" class="md-nav__link">
+    <span class="md-ellipsis">Raises</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.postprocess_output" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.postprocess_output (Python method) — The method accepts output of the model and postprocesses it." class="md-ellipsis">postprocess_<wbr>output</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="postprocess_output">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.postprocess_output-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.postprocess_output.results" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.postprocess_output.results (Python parameter) — List of outputs of the model." class="md-ellipsis">results</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.postprocess_output-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.postprocess_output-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.postprocess_output-raises" class="md-nav__link">
+    <span class="md-ellipsis">Raises</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_io_specification" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.prepare_io_specification (Python method) — Receives the io_specification from the client in bytes and saves it for later use." class="md-ellipsis">prepare_<wbr>io_<wbr>specification</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="prepare_io_specification">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_io_specification-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_io_specification.input_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.prepare_io_specification.input_data (Python parameter) — The io_specification` or None, if it should be loaded from another source." class="md-ellipsis">input_<wbr>data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_io_specification-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_io_specification-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_local" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.prepare_local (Python method) — Runs initialization for the local inference." class="md-ellipsis">prepare_<wbr>local</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="prepare_local">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_local-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_local-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_model" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.prepare_model (Python method) — Receives the model to infer from the client in bytes." class="md-ellipsis">prepare_<wbr>model</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="prepare_model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_model-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_model.input_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.prepare_model.input_data (Python parameter) — Model data or None, if the model should be loaded from another source." class="md-ellipsis">input_<wbr>data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_model-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.prepare_model-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.preprocess_input" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.preprocess_input (Python method) — Reshapes input data to the format expected by the model. Applies quantization if needed." class="md-ellipsis">preprocess_<wbr>input</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="preprocess_input">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.preprocess_input-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.preprocess_input.input_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.preprocess_input.input_data (Python parameter) — Input data to be preprocessed." class="md-ellipsis">input_<wbr>data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.preprocess_input-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.preprocess_input-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.read_io_specification" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.read_io_specification (Python method) — Saves input/output specification so that it can be used during the inference." class="md-ellipsis">read_<wbr>io_<wbr>specification</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="read_io_specification">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.read_io_specification-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.read_io_specification.io_spec" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.read_io_specification.io_spec (Python parameter) — Specification of the input/output layers." class="md-ellipsis">io_<wbr>spec</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.run" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.run (Python method) — Runs inference on prepared input." class="md-ellipsis">run</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="run">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.run-raises" class="md-nav__link">
+    <span class="md-ellipsis">Raises</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_output" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.upload_output (Python method) — Returns the output to the client, in bytes." class="md-ellipsis">upload_<wbr>output</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="upload_output">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_output-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_output.input_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.upload_output.input_data (Python parameter) — Not used here." class="md-ellipsis">input_<wbr>data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_output-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_output-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_stats" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.runtime.Runtime.upload_stats (Python method) — Returns statistics of inference passes to the client." class="md-ellipsis">upload_<wbr>stats</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="upload_stats">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_stats-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_stats.input_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.runtime.Runtime.upload_stats.input_data (Python parameter) — Not used here." class="md-ellipsis">input_<wbr>data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_stats-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.runtime.Runtime.upload_stats-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#protocol" class="md-nav__link">
+    <span class="md-ellipsis">Protocol</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Protocol">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#protocol-specification" class="md-nav__link">
+    <span class="md-ellipsis">Protocol specification</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#id1" class="md-nav__link">
+    <span class="md-ellipsis">Protocol</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Protocol">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.protocol.Protocol (Python class) — Bases: ArgumentsHandler, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>protocol.<wbr>Protocol</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.protocol.Protocol">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.disconnect" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.disconnect (Python method) — Ends connection with the other side." class="md-ellipsis">disconnect</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.download_output" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.download_output (Python method) — Downloads the outputs from the target device." class="md-ellipsis">download_<wbr>output</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="download_output">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.download_output-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.download_output-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.download_statistics" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.download_statistics (Python method) — Downloads inference statistics from the target device." class="md-ellipsis">download_<wbr>statistics</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="download_statistics">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.download_statistics-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.download_statistics-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_argparse" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.from_argparse (Python method) — Constructor wrapper that takes the parameters from argparse args." class="md-ellipsis">from_<wbr>argparse</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_argparse">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_argparse-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_argparse.args" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.from_argparse.args (Python parameter) — Arguments from Protocol object." class="md-ellipsis">args</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_argparse-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_argparse-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.from_json (Python method) — Constructor wrapper that takes the parameters from json dict." class="md-ellipsis">from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_json.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.from_json.json_dict (Python parameter) — Arguments for the constructor." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.gather_data" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.gather_data (Python method) — Gathers data from the client." class="md-ellipsis">gather_<wbr>data</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="gather_data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.gather_data-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.gather_data.timeout" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.gather_data.timeout (Python parameter) — Receive timeout in seconds. If timeout &gt; 0, this specifies the maximum wait time, in seconds. If timeout &lt;= 0, the call won&#39;t block, and will report the currently ready file objects. If timeout is None, the call will block until a monitored file object becomes ready." class="md-ellipsis">timeout</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.gather_data-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.gather_data-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.initialize_client" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.initialize_client (Python method) — Initializes client side of the protocol." class="md-ellipsis">initialize_<wbr>client</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="initialize_client">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.initialize_client-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.initialize_client-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.initialize_server" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.initialize_server (Python method) — Initializes server side of the protocol." class="md-ellipsis">initialize_<wbr>server</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="initialize_server">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.initialize_server-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.initialize_server-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_confirmation" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.receive_confirmation (Python method) — Waits until the OK message is received." class="md-ellipsis">receive_<wbr>confirmation</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="receive_confirmation">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_confirmation-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_confirmation-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_data" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.receive_data (Python method) — Receives data from the target device." class="md-ellipsis">receive_<wbr>data</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="receive_data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_data-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_data.connection" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.receive_data.connection (Python parameter) — Connection used to read data." class="md-ellipsis">connection</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_data.mask" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.receive_data.mask (Python parameter) — Selector mask from the event." class="md-ellipsis">mask</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_data-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_data-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_message" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.receive_message (Python method) — Waits for incoming data from the other side of connection." class="md-ellipsis">receive_<wbr>message</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="receive_message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_message-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_message.timeout" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.receive_message.timeout (Python parameter) — Receive timeout in seconds. If timeout &gt; 0, this specifies the maximum wait time, in seconds. If timeout &lt;= 0, the call won&#39;t block, and will report the currently ready file objects. If timeout is None, the call will block until a monitored file object becomes ready." class="md-ellipsis">timeout</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_message-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.receive_message-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_failure" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.request_failure (Python method) — Sends ERROR message back to the client if it failed to handle request." class="md-ellipsis">request_<wbr>failure</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="request_failure">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_failure-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_failure-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_optimization" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.request_optimization (Python method) — Request optimization of model." class="md-ellipsis">request_<wbr>optimization</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="request_optimization">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_optimization-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_optimization-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_optimization-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_processing" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.request_processing (Python method) — Requests processing of input data and waits for acknowledgement." class="md-ellipsis">request_<wbr>processing</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="request_processing">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_processing-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_processing-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_processing-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_success" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.request_success (Python method) — Sends OK message back to the client once the request is finished." class="md-ellipsis">request_<wbr>success</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="request_success">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_success-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_success.data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.request_success.data (Python parameter) — Optional data upon success, if any." class="md-ellipsis">data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_success-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.request_success-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_data" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.send_data (Python method) — Sends data to the target device." class="md-ellipsis">send_<wbr>data</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="send_data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_data-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_data.data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.send_data.data (Python parameter) — Data to send." class="md-ellipsis">data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_data-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_data-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_message" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.send_message (Python method) — Sends message to the target device." class="md-ellipsis">send_<wbr>message</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="send_message">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_message-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_message.message" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.send_message.message (Python parameter) — Message to be sent." class="md-ellipsis">message</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_message-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.send_message-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_input" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.upload_input (Python method) — Uploads input to the target device and waits for acknowledgement." class="md-ellipsis">upload_<wbr>input</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="upload_input">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_input-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_input.data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.upload_input.data (Python parameter) — Input data for inference." class="md-ellipsis">data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_input-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_input-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_io_specification" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.upload_io_specification (Python method) — Uploads input/output specification to the target device." class="md-ellipsis">upload_<wbr>io_<wbr>specification</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="upload_io_specification">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_io_specification-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_io_specification.path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.upload_io_specification.path (Python parameter) — Path to the json file." class="md-ellipsis">path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_io_specification-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_io_specification-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_model" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.upload_model (Python method) — Uploads the model to the target device." class="md-ellipsis">upload_<wbr>model</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="upload_model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_model-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_model.path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.upload_model.path (Python parameter) — Path to the model." class="md-ellipsis">path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_model-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_model-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_optimizers" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.protocol.Protocol.upload_optimizers (Python method) — Upload optimizers config to the target device." class="md-ellipsis">upload_<wbr>optimizers</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="upload_optimizers">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_optimizers-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_optimizers.optimizers_cfg" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.protocol.Protocol.upload_optimizers.optimizers_cfg (Python parameter) — Config JSON of optimizers." class="md-ellipsis">optimizers_<wbr>cfg</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_optimizers-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.protocol.Protocol.upload_optimizers-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#dataconverter" class="md-nav__link">
+    <span class="md-ellipsis">Data<wbr>Converter</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="DataConverter">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.dataconverter.DataConverter (Python class) — Bases: ArgumentsHandler, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>dataconverter.<wbr>Data<wbr>Converter</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.dataconverter.DataConverter">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_next_block" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataconverter.DataConverter.to_next_block (Python method) — Converts data to the format used by the surrounding block." class="md-ellipsis">to_<wbr>next_<wbr>block</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="to_next_block">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_next_block-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_next_block.data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataconverter.DataConverter.to_next_block.data (Python parameter) — Data to be converted." class="md-ellipsis">data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_next_block-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_next_block-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_previous_block" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataconverter.DataConverter.to_previous_block (Python method) — Converts data from the format used by the surrounding block to one previous block expects." class="md-ellipsis">to_<wbr>previous_<wbr>block</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="to_previous_block">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_previous_block-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_previous_block.data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataconverter.DataConverter.to_previous_block.data (Python parameter) — Data to be converted." class="md-ellipsis">data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_previous_block-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataconverter.DataConverter.to_previous_block-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#measurements" class="md-nav__link">
+    <span class="md-ellipsis">Measurements</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Measurements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing." class="md-ellipsis">kenning.<wbr>core.<wbr>measurements.<wbr>Measurements</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.measurements.Measurements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.data" class="md-nav__link">
+    <span aria-label="Python attribute" class="objinfo-icon objinfo-icon__alias" title="Python attribute">A</span><span title="kenning.core.measurements.Measurements.data (Python attribute) — Dictionary storing lists of values." class="md-ellipsis">data</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="data">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.data-type" class="md-nav__link">
+    <span class="md-ellipsis">Type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.accumulate" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.Measurements.accumulate (Python method) — Adds given value to a measurement." class="md-ellipsis">accumulate</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="accumulate">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.accumulate-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.add_measurement" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.Measurements.add_measurement (Python method) — Add new value to a given measurement type." class="md-ellipsis">add_<wbr>measurement</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="add_measurement">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.add_measurement-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.clear" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.Measurements.clear (Python method) — Clears measurement data." class="md-ellipsis">clear</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.copy" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.Measurements.copy (Python method) — Makes copy of measurements data." class="md-ellipsis">copy</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.get_values" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.Measurements.get_values (Python method) — Returns list of values for a given measurement type." class="md-ellipsis">get_<wbr>values</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_values">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.get_values-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.get_values.measurementtype" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.measurements.Measurements.get_values.measurementtype (Python parameter) — The name of the measurement type." class="md-ellipsis">measurementtype</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.get_values-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.get_values-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.initialize_measurement" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.Measurements.initialize_measurement (Python method) — Sets the initial value for a given measurement type." class="md-ellipsis">initialize_<wbr>measurement</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="initialize_measurement">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.initialize_measurement-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.initialize_measurement.measurement_type" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.measurements.Measurements.initialize_measurement.measurement_type (Python parameter) — The type (name) of the measurement." class="md-ellipsis">measurement_<wbr>type</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.initialize_measurement.value" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.measurements.Measurements.initialize_measurement.value (Python parameter) — The initial value for the measurement type." class="md-ellipsis">value</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.update_measurements" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.Measurements.update_measurements (Python method) — Adds measurements of types given in the other object." class="md-ellipsis">update_<wbr>measurements</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="update_measurements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.update_measurements-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.Measurements.update_measurements.other" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.measurements.Measurements.update_measurements.other (Python parameter) — A dictionary or another Measurements object that contains lists in every entry." class="md-ellipsis">other</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.MeasurementsCollector" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.measurements.MeasurementsCollector (Python class) — It is a &#39;static&#39; class collecting measurements from various sources." class="md-ellipsis">kenning.<wbr>core.<wbr>measurements.<wbr>Measurements<wbr>Collector</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.measurements.MeasurementsCollector">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.MeasurementsCollector.clear" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.MeasurementsCollector.clear (Python method) — Clears measurement data." class="md-ellipsis">clear</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.MeasurementsCollector.save_measurements" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.MeasurementsCollector.save_measurements (Python method) — Saves measurements to JSON file." class="md-ellipsis">save_<wbr>measurements</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="save_measurements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.MeasurementsCollector.save_measurements-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.MeasurementsCollector.save_measurements.resultpath" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.measurements.MeasurementsCollector.save_measurements.resultpath (Python parameter) — Path to the saved JSON file." class="md-ellipsis">resultpath</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.SystemStatsCollector" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.measurements.SystemStatsCollector (Python class) — It is a separate thread used for collecting system statistics." class="md-ellipsis">kenning.<wbr>core.<wbr>measurements.<wbr>System<wbr>Stats<wbr>Collector</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.measurements.SystemStatsCollector">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.SystemStatsCollector.get_measurements" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.SystemStatsCollector.get_measurements (Python method) — Returns measurements from the thread." class="md-ellipsis">get_<wbr>measurements</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_measurements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.SystemStatsCollector.get_measurements-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.SystemStatsCollector.get_measurements-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.SystemStatsCollector.run" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.measurements.SystemStatsCollector.run (Python method) — Method representing the thread&#39;s activity." class="md-ellipsis">run</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.systemstatsmeasurements" class="md-nav__link">
+    <span aria-label="Python function" class="objinfo-icon objinfo-icon__procedure" title="Python function">F</span><span title="kenning.core.measurements.systemstatsmeasurements (Python function) — Decorator for measuring memory usage of the function." class="md-ellipsis">kenning.<wbr>core.<wbr>measurements.<wbr>systemstatsmeasurements</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.measurements.systemstatsmeasurements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.systemstatsmeasurements-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.systemstatsmeasurements.measurementname" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.measurements.systemstatsmeasurements.measurementname (Python parameter) — The name of the measurement type." class="md-ellipsis">measurementname</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.systemstatsmeasurements.step" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.measurements.systemstatsmeasurements.step (Python parameter) — The step for the measurements, in seconds." class="md-ellipsis">step</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.systemstatsmeasurements-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.systemstatsmeasurements-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.tagmeasurements" class="md-nav__link">
+    <span aria-label="Python function" class="objinfo-icon objinfo-icon__procedure" title="Python function">F</span><span title="kenning.core.measurements.tagmeasurements (Python function) — Decorator for adding tags for measurements and saving their timestamps." class="md-ellipsis">kenning.<wbr>core.<wbr>measurements.<wbr>tagmeasurements</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.measurements.tagmeasurements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.tagmeasurements-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.tagmeasurements.tagname" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.measurements.tagmeasurements.tagname (Python parameter) — The name of tag." class="md-ellipsis">tagname</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.tagmeasurements-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.tagmeasurements-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.timemeasurements" class="md-nav__link">
+    <span aria-label="Python function" class="objinfo-icon objinfo-icon__procedure" title="Python function">F</span><span title="kenning.core.measurements.timemeasurements (Python function) — Decorator for measuring time of the function." class="md-ellipsis">kenning.<wbr>core.<wbr>measurements.<wbr>timemeasurements</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.measurements.timemeasurements">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.timemeasurements-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.timemeasurements-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.measurements.timemeasurements-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#onnxconversion" class="md-nav__link">
+    <span class="md-ellipsis">ONNXConversion</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="ONNXConversion">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.onnxconversion.ONNXConversion (Python class) — Bases: ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>onnxconversion.<wbr>ONNXConversion</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.onnxconversion.ONNXConversion">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.add_entry" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.onnxconversion.ONNXConversion.add_entry (Python method) — Adds new model for verification." class="md-ellipsis">add_<wbr>entry</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="add_entry">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.add_entry-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.add_entry.name" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.onnxconversion.ONNXConversion.add_entry.name (Python parameter) — Full name of the model, should match the name of the same models in other framework&#39;s implementations." class="md-ellipsis">name</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.add_entry.modelgenerator" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.onnxconversion.ONNXConversion.add_entry.modelgenerator (Python parameter) — Function that generates the model for ONNX conversion in a given framework. The callable should accept no arguments." class="md-ellipsis">modelgenerator</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.check_conversions" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.onnxconversion.ONNXConversion.check_conversions (Python method) — Runs ONNX conversion for every model entry in the list of models." class="md-ellipsis">check_<wbr>conversions</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="check_conversions">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.check_conversions-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.check_conversions.modelsdir" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.onnxconversion.ONNXConversion.check_conversions.modelsdir (Python parameter) — Path to the directory where the intermediate models will be saved." class="md-ellipsis">modelsdir</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.check_conversions-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.check_conversions-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_export" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.onnxconversion.ONNXConversion.onnx_export (Python method) — Virtual function for exporting the model to ONNX in a given framework." class="md-ellipsis">onnx_<wbr>export</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="onnx_export">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_export-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_export.modelentry" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.onnxconversion.ONNXConversion.onnx_export.modelentry (Python parameter) — ModelEntry object." class="md-ellipsis">modelentry</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_export.exportpath" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.onnxconversion.ONNXConversion.onnx_export.exportpath (Python parameter) — Path to the output ONNX file." class="md-ellipsis">exportpath</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_export-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_export-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_import" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.onnxconversion.ONNXConversion.onnx_import (Python method) — Virtual function for importing ONNX model to a given framework." class="md-ellipsis">onnx_<wbr>import</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="onnx_import">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_import-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_import.modelentry" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.onnxconversion.ONNXConversion.onnx_import.modelentry (Python parameter) — ModelEntry object." class="md-ellipsis">modelentry</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_import.importpath" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.onnxconversion.ONNXConversion.onnx_import.importpath (Python parameter) — Path to the input ONNX file." class="md-ellipsis">importpath</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_import-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.onnx_import-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.onnxconversion.ONNXConversion.prepare" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.onnxconversion.ONNXConversion.prepare (Python method) — Virtual function for preparing the ONNX conversion test." class="md-ellipsis">prepare</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#dataprovider" class="md-nav__link">
+    <span class="md-ellipsis">Data<wbr>Provider</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="DataProvider">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.dataprovider.DataProvider (Python class) — Bases: Runner, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>dataprovider.<wbr>Data<wbr>Provider</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.dataprovider.DataProvider">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.detach_from_source" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataprovider.DataProvider.detach_from_source (Python method) — Detaches from the source during shutdown." class="md-ellipsis">detach_<wbr>from_<wbr>source</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.fetch_input" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataprovider.DataProvider.fetch_input (Python method) — Gets the sample from device." class="md-ellipsis">fetch_<wbr>input</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="fetch_input">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.fetch_input-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.fetch_input-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.prepare" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataprovider.DataProvider.prepare (Python method) — Prepares the source for data gathering depending on the source type." class="md-ellipsis">prepare</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.preprocess_input" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.dataprovider.DataProvider.preprocess_input (Python method) — Performs provider-specific preprocessing of inputs." class="md-ellipsis">preprocess_<wbr>input</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="preprocess_input">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.preprocess_input-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.preprocess_input.data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.dataprovider.DataProvider.preprocess_input.data (Python parameter) — The data to be preprocessed." class="md-ellipsis">data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.preprocess_input-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.dataprovider.DataProvider.preprocess_input-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#outputcollector" class="md-nav__link">
+    <span class="md-ellipsis">Output<wbr>Collector</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="OutputCollector">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.core.outputcollector.OutputCollector (Python class) — Bases: Runner, ABC" class="md-ellipsis">kenning.<wbr>core.<wbr>outputcollector.<wbr>Output<wbr>Collector</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.core.outputcollector.OutputCollector">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector.detach_from_output" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.outputcollector.OutputCollector.detach_from_output (Python method) — Detaches from the output during shutdown." class="md-ellipsis">detach_<wbr>from_<wbr>output</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector.process_output" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.outputcollector.OutputCollector.process_output (Python method) — Returns the inferred data back to the specific place/device/connection." class="md-ellipsis">process_<wbr>output</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="process_output">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector.process_output-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector.process_output.input_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.outputcollector.OutputCollector.process_output.input_data (Python parameter) — Data collected from Datacollector that was processed by the model." class="md-ellipsis">input_<wbr>data</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector.process_output.output_data" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.core.outputcollector.OutputCollector.process_output.output_data (Python parameter) — Data returned from the model." class="md-ellipsis">output_<wbr>data</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector.should_close" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.core.outputcollector.OutputCollector.should_close (Python method) — Checks if a specific exit condition was reached." class="md-ellipsis">should_<wbr>close</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="should_close">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector.should_close-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.core.outputcollector.OutputCollector.should_close-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#argumentshandler" class="md-nav__link">
+    <span class="md-ellipsis">Arguments<wbr>Handler</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="ArgumentsHandler">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.utils.args_manager.ArgumentsHandler (Python class) — Bases: ABC" class="md-ellipsis">kenning.<wbr>utils.<wbr>args_<wbr>manager.<wbr>Arguments<wbr>Handler</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.utils.args_manager.ArgumentsHandler">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.form_argparse" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.args_manager.ArgumentsHandler.form_argparse (Python method) — Creates argparse parser based on arguments_structure of class and its all parent classes." class="md-ellipsis">form_<wbr>argparse</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="form_argparse">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.form_argparse-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.form_argparse-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.form_parameterschema" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.args_manager.ArgumentsHandler.form_parameterschema (Python method) — Creates parameter schema based on arguments_structure of class and its all parent classes." class="md-ellipsis">form_<wbr>parameterschema</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="form_parameterschema">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.form_parameterschema-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.form_parameterschema-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.args_manager.ArgumentsHandler.from_argparse (Python method) — Constructor wrapper that takes the parameters from argparse args." class="md-ellipsis">from_<wbr>argparse</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_argparse">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse.args" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.args_manager.ArgumentsHandler.from_argparse.args (Python parameter) — Arguments from ArgumentParser object." class="md-ellipsis">args</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.args_manager.ArgumentsHandler.from_json (Python method) — Constructor wrapper that takes the parameters from json dict." class="md-ellipsis">from_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="from_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_json-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_json.json_dict" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.args_manager.ArgumentsHandler.from_json.json_dict (Python parameter) — Arguments for the constructor." class="md-ellipsis">json_<wbr>dict</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.from_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.to_json" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.args_manager.ArgumentsHandler.to_json (Python method) — Convert object to JSON that contains its type and all parameters." class="md-ellipsis">to_<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="to_json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.to_json-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.args_manager.ArgumentsHandler.to_json-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#resourcemanager" class="md-nav__link">
+    <span class="md-ellipsis">Resource<wbr>Manager</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="ResourceManager">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.utils.resource_manager.ResourceManager (Python class) — Bases: object" class="md-ellipsis">kenning.<wbr>utils.<wbr>resource_<wbr>manager.<wbr>Resource<wbr>Manager</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.utils.resource_manager.ResourceManager">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes (Python method) — Add user defined URL schemes." class="md-ellipsis">add_<wbr>custom_<wbr>url_<wbr>schemes</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="add_custom_url_schemes">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes.custom_url_schemes" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes.custom_url_schemes (Python parameter) — Dictionary with custom url schemes entries. Each entry consists of schema and corresponding conversion. Conversion can be None, string pattern or callable returning string." class="md-ellipsis">custom_<wbr>url_<wbr>schemes</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.clear_cache" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceManager.clear_cache (Python method) — Remove all cached files." class="md-ellipsis">clear_<wbr>cache</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.get_resource" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceManager.get_resource (Python method) — Retrieve file and return path to it." class="md-ellipsis">get_<wbr>resource</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="get_resource">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.get_resource-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.get_resource.uri" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.resource_manager.ResourceManager.get_resource.uri (Python parameter) — Resource URI." class="md-ellipsis">uri</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.get_resource.output_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.resource_manager.ResourceManager.get_resource.output_path (Python parameter) — Path to the output file. If not provided then the path is automatically created." class="md-ellipsis">output_<wbr>path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.get_resource-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.get_resource-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.get_resource-raises" class="md-nav__link">
+    <span class="md-ellipsis">Raises</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.list_cached_files" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceManager.list_cached_files (Python method) — Return list with cached files." class="md-ellipsis">list_<wbr>cached_<wbr>files</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="list_cached_files">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.list_cached_files-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.list_cached_files-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.set_cache_dir" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceManager.set_cache_dir (Python method) — Set the cache directory path and creates it if not exists." class="md-ellipsis">set_<wbr>cache_<wbr>dir</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="set_cache_dir">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.set_cache_dir-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.set_cache_dir.cache_dir_path" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.resource_manager.ResourceManager.set_cache_dir.cache_dir_path (Python parameter) — Path to be set as cache directory." class="md-ellipsis">cache_<wbr>dir_<wbr>path</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.set_max_cache_size" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceManager.set_max_cache_size (Python method) — Set the max cache size." class="md-ellipsis">set_<wbr>max_<wbr>cache_<wbr>size</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="set_max_cache_size">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.set_max_cache_size-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceManager.set_max_cache_size.max_cache_size" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.resource_manager.ResourceManager.set_max_cache_size.max_cache_size (Python parameter) — Max cache size in bytes." class="md-ellipsis">max_<wbr>cache_<wbr>size</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#resourceuri" class="md-nav__link">
+    <span class="md-ellipsis">Resource<wbr>URI</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="ResourceURI">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI" class="md-nav__link">
+    <span aria-label="Python class" class="objinfo-icon objinfo-icon__data" title="Python class">C</span><span title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path" class="md-ellipsis">kenning.<wbr>utils.<wbr>resource_<wbr>manager.<wbr>Resource<wbr>URI</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="kenning.utils.resource_manager.ResourceURI">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.parent" class="md-nav__link">
+    <span aria-label="Python property" class="objinfo-icon objinfo-icon__alias" title="Python property">P</span><span title="kenning.utils.resource_manager.ResourceURI.parent (Python property) — Get parent of the URI." class="md-ellipsis">parent</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.uri" class="md-nav__link">
+    <span aria-label="Python property" class="objinfo-icon objinfo-icon__alias" title="Python property">P</span><span title="kenning.utils.resource_manager.ResourceURI.uri (Python property) — Get URI of the resource." class="md-ellipsis">uri</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_name" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceURI.with_name (Python method) — Return new URI with changed name." class="md-ellipsis">with_<wbr>name</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="with_name">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_name-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_name.name" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.resource_manager.ResourceURI.with_name.name (Python parameter) — New name to be used." class="md-ellipsis">name</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_name-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_name-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_stem" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceURI.with_stem (Python method) — Return new URI with changed stem." class="md-ellipsis">with_<wbr>stem</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="with_stem">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_stem-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_stem.stem" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.resource_manager.ResourceURI.with_stem.stem (Python parameter) — New stem to be used." class="md-ellipsis">stem</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_stem-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_stem-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_suffix" class="md-nav__link">
+    <span aria-label="Python method" class="objinfo-icon objinfo-icon__procedure" title="Python method">M</span><span title="kenning.utils.resource_manager.ResourceURI.with_suffix (Python method) — Return new URI with changed suffix." class="md-ellipsis">with_<wbr>suffix</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="with_suffix">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_suffix-parameters" class="md-nav__link">
+    <span class="md-ellipsis">Parameters</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Parameters">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_suffix.suffix" class="md-nav__link">
+    <span aria-label="Python parameter" class="objinfo-icon objinfo-icon__sub-data" title="Python parameter">p</span><span title="kenning.utils.resource_manager.ResourceURI.with_suffix.suffix (Python parameter) — New suffix to be used." class="md-ellipsis">suffix</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_suffix-returns" class="md-nav__link">
+    <span class="md-ellipsis">Returns</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#kenning.utils.resource_manager.ResourceURI.with_suffix-return-type" class="md-nav__link">
+    <span class="md-ellipsis">Return type</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset" role="main">
+                  
+
+
+  <a href="https://github.com/antmicro/kenning/blob/main/docs/source/kenning-api.md" title="Edit this page" class="md-content__button md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="kenning-api">Kenning API<a class="headerlink" href="#kenning-api" title="Permalink to this heading">¶</a></h1>
+<h2 id="deployment-api-overview">Deployment API overview<a class="headerlink" href="#deployment-api-overview" title="Permalink to this heading">¶</a></h2>
+<figure class="align-center" id="class-flow">
+<img alt="Kenning core classes and interactions between them" src="_images/class-flow.png" />
+<figcaption>
+<p><span class="caption-number">Figure 10 </span><span class="caption-text"><span class="caption-text">
+Kenning core classes and interactions between them.
+The green blocks represent the flow of input data passed to the model for inference.
+The orange blocks represent the flow of model deployment, from training to inference on target device.
+The grey blocks represent the inference results and metrics flow.</span><a class="headerlink" href="#class-flow" title="Permalink to this image">¶</a></figcaption>
+</figure>
+<p><a class="reference external" href="https://github.com/antmicro/kenning">Kenning</a> provides:</p>
+<ul class="simple">
+<li><p>a <a class="reference internal" href="#dataset-api"><span class="std std-ref">Dataset</span></a> class - performs dataset download, preparation, input preprocessing, output postprocessing and model evaluation,</p></li>
+<li><p>a <a class="reference internal" href="#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> class - trains the model, prepares the model, performs model-specific input preprocessing and output postprocessing, runs inference on host using a native framework,</p></li>
+<li><p>a <a class="reference internal" href="#optimizer-api"><span class="std std-ref">Optimizer</span></a> class - optimizes and compiles the model,</p></li>
+<li><p>a <a class="reference internal" href="#runtime-api"><span class="std std-ref">Runtime</span></a> class - loads the model, performs inference on compiled model, runs target-specific processing of inputs and outputs, and runs performance benchmarks,</p></li>
+<li><p>a <a class="reference internal" href="#protocol-api"><span class="std std-ref">Protocol</span></a> class - implements the communication protocol between the host and the target,</p></li>
+<li><p>a <a class="reference internal" href="#dataconverter-api"><span class="std std-ref">DataConverter</span></a> class - performs conversion of data between different formats used by surrounding blocks,</p></li>
+<li><p>a <a class="reference internal" href="#dataprovider-api"><span class="std std-ref">DataProvider</span></a> class - implements providing data for inference from such sources as camera, TCP connection, or others,</p></li>
+<li><p>a <a class="reference internal" href="#outputcollector-api"><span class="std std-ref">OutputCollector</span></a> class - implements parsing and utilizing data coming from inference (such as displaying visualizations or sending results via TCP).</p></li>
+</ul>
+<h3 id="model-processing">Model processing<a class="headerlink" href="#model-processing" title="Permalink to this heading">¶</a></h3>
+<p>The orange blocks and arrows in <a class="reference internal" href="#class-flow"><span class="std std-numref">Figure 10</span></a> represent a model’s life cycle:</p>
+<ul>
+<li><p>the model is designed, trained, evaluated and improved - the training is implemented in the <a class="reference internal" href="#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>.</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This is an optional step - an already trained model can also be wrapped and used.</p>
+</div>
+</li>
+<li><p>the model is passed to the <a class="reference internal" href="#optimizer-api"><span class="std std-ref">Optimizer</span></a> where it is optimized for given hardware and later compiled,</p></li>
+<li><p>during inference testing, the model is sent to the target using <a class="reference internal" href="#protocol-api"><span class="std std-ref">Protocol</span></a>,</p></li>
+<li><p>the model is loaded on target side and used for inference using <a class="reference internal" href="#runtime-api"><span class="std std-ref">Runtime</span></a>.</p></li>
+</ul>
+<p>Once the development of the model is complete, the optimized and compiled model can be used directly on target device using <a class="reference internal" href="#runtime-api"><span class="std std-ref">Runtime</span></a>.</p>
+<h3 id="i-o-data-flow">I/O data flow<a class="headerlink" href="#i-o-data-flow" title="Permalink to this heading">¶</a></h3>
+<p>The data flow is represented in the <a class="reference internal" href="#class-flow"><span class="std std-numref">Figure 10</span></a> with green blocks.
+The input data flow is depicted using green arrows, and the output data flow is depicted using grey arrows.</p>
+<p>Firstly, the input and output data is loaded from dataset files and processed.
+Later, since every model has its specific input preprocessing and output postprocessing routines, the data is passed to the <a class="reference internal" href="#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> methods in order to apply modifications.
+During inference testing, the data is sent to and from the target using <a class="reference internal" href="#protocol-api"><span class="std std-ref">Protocol</span></a>.</p>
+<p>Lastly, since <a class="reference internal" href="#runtime-api"><span class="std std-ref">Runtime</span></a>s also have their specific representations of data, proper I/O processing is applied.</p>
+<h3 id="data-flow-reporting">Data flow reporting<a class="headerlink" href="#data-flow-reporting" title="Permalink to this heading">¶</a></h3>
+<p>Report rendering requires performance metrics and quality metrics.
+The flow for this is presented with grey lines and blocks in <a class="reference internal" href="#class-flow"><span class="std std-numref">Figure 10</span></a>.</p>
+<p>On target side, performance metrics are computed and sent back to the host using the <a class="reference internal" href="#protocol-api"><span class="std std-ref">Protocol</span></a>, and later passed to report rendering.
+After the output data goes through processing in the <a class="reference internal" href="#runtime-api"><span class="std std-ref">Runtime</span></a> and <a class="reference internal" href="#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>, it is compared to the ground truth in the <a class="reference internal" href="#dataset-api"><span class="std std-ref">Dataset</span></a> during model evaluation.
+In the end, the results of model evaluation are passed to report rendering.</p>
+<p>The final report is generated as an RST file containing figures, as can be observed in the <a class="reference internal" href="sample-report.html"><span class="doc std std-doc">Sample autogenerated report</span></a>.</p>
+<h2 id="kenningflow"><span id="kenningflow-api"></span>KenningFlow<a class="headerlink" href="#kenningflow" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.core.flow.KenningFlow</span></code> class allows for creation and execution of arbitrary flows built of runners.
+It is responsible for validating all runners provided in a config file and their IO compatibility.</p>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.flow.KenningFlow">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.flow.</span></span><span class="sig-name descname"><span class="pre">KenningFlow</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">runners</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><a class="reference internal" href="#kenning.core.runner.Runner" title="kenning.core.runner.Runner (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><span class="pre">Runner</span></a><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.flow.KenningFlow" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Allows for creation of custom flows using Kenning core classes.</p>
+<p>KenningFlow class creates and executes customized flows consisting of
+the runners implemented based on kenning.core classes, such as
+DatasetProvider, ModelRunner, OutputCollector.
+Designed flows may be formed into non-linear, graph-like structures.</p>
+<p>The flow may be defined either directly via dictionaries or in a predefined
+JSON format.</p>
+<p>The JSON format must follow well defined structure.
+Each runner should consist of following entries:</p>
+<p>type - Type of a Kenning class to use for this module
+parameters - Inner parameters of chosen class
+inputs - Optional, set of pairs (local name, global name)
+outputs - Optional, set of pairs (local name, global name)</p>
+<p>All global names (inputs and outputs) must be unique.
+All local names are predefined for each class.
+All variables used as input to a runner must be defined as a output of a
+runner that is placed before that runner.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.flow.KenningFlow.form_parameterschema">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">form_parameterschema</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">dict</span></span></span></span><a class="headerlink" href="#kenning.core.flow.KenningFlow.form_parameterschema" title="Permalink to this definition">¶</a></dt>
+<dd><p>Creates schema for the KenningFlow class.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.flow.KenningFlow.form_parameterschema-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.flow.KenningFlow.form_parameterschema-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Schema for the class.</p>
+</dd>
+<dt class="field-even" id="kenning.core.flow.KenningFlow.form_parameterschema-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.flow.KenningFlow.form_parameterschema-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.flow.KenningFlow.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.flow.KenningFlow.from_json.runners_specifications" title="kenning.core.flow.KenningFlow.from_json.runners_specifications (Python parameter) — List of runners that creates the flow."><span class="n"><span class="pre">runners_specifications</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.flow.KenningFlow" title="kenning.core.flow.KenningFlow (Python class) — Bases: object"><span class="pre">KenningFlow</span></a></span></span></span><a class="headerlink" href="#kenning.core.flow.KenningFlow.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from json dict.</p>
+<p>This function checks if the given dictionary is valid according
+to the json schema defined in <code class="docutils literal notranslate"><span class="pre">form_parameterschema</span></code>.
+If it is then it parses json and invokes the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.flow.KenningFlow.from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.flow.KenningFlow.from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.flow.KenningFlow.from_json.runners_specifications"><span class="sig-name descname">runners_specifications</span><span class="p"> : </span><span class="desctype"><span class="desctype">List[Dict[str, Any]]</span></span><a class="headerlink" href="#kenning.core.flow.KenningFlow.from_json.runners_specifications" title="Permalink to this definition">¶</a></dt><dd><p>List of runners that creates the flow.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.flow.KenningFlow.from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.flow.KenningFlow.from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class KenningFlow.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.flow.KenningFlow.from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.flow.KenningFlow.from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.flow.KenningFlow" title="kenning.core.flow.KenningFlow (Python class) — Bases: object">KenningFlow</a></p>
+</dd>
+<dt class="field-even" id="kenning.core.flow.KenningFlow.from_json-raises">Raises<span class="colon">:</span><a class="headerlink" href="#kenning.core.flow.KenningFlow.from_json-raises" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><ul class="simple">
+<li><p><strong>jsonschema.ValidationError</strong> – Raised for invalid JSON description</p></li>
+<li><p><strong>Exception</strong> – Raised for undefined and redefined variables, depending on context</p></li>
+</ul>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.flow.KenningFlow.run">
+<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.flow.KenningFlow.run" title="Permalink to this definition">¶</a></dt>
+<dd><p>Main process function. Repeatedly runs constructed graph in a loop.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.flow.KenningFlow.run_single_step">
+<span class="sig-name descname"><span class="pre">run_single_step</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.flow.KenningFlow.run_single_step" title="Permalink to this definition">¶</a></dt>
+<dd><p>Runs flow one time.</p>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="runner"><span id="runner-api"></span>Runner<a class="headerlink" href="#runner" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.core.runner.Runner</span></code> - based classes are responsible for executing various operation in KenningFlow (i.e. data providing, model execution, data visualization).</p>
+<p>The available runner implementations are:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#dataprovider-api"><span class="std std-ref">DataProvider</span></a> - base class for data providing,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/runners/modelruntime_runner.py">ModelRuntimeRunner</a> - for running model inference,</p></li>
+<li><p><a class="reference internal" href="#outputcollector-api"><span class="std std-ref">OutputCollector</span></a> - for processing model output.</p></li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.runner.Runner">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.runner.</span></span><span class="sig-name descname"><span class="pre">Runner</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">inputs_sources</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">inputs_specs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">outputs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.runner.Runner" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">IOInterface</span></code>, <a class="reference internal" href="#kenning.utils.args_manager.ArgumentsHandler" title="kenning.utils.args_manager.ArgumentsHandler (Python class) — Bases: ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">ArgumentsHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Represents an operation block in Kenning Flow.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runner.Runner.cleanup">
+<span class="sig-name descname"><span class="pre">cleanup</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.runner.Runner.cleanup" title="Permalink to this definition">¶</a></dt>
+<dd><p>Method that cleans resources after Runner is no longer needed.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.runner.Runner.from_argparse">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_argparse</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.from_argparse.args" title="kenning.core.runner.Runner.from_argparse.args (Python parameter) — Arguments from ArgumentParser object."><span class="n"><span class="pre">args</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Namespace</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.from_argparse.inputs_sources" title="kenning.core.runner.Runner.from_argparse.inputs_sources (Python parameter) — Input from where data is being retrieved."><span class="n"><span class="pre">inputs_sources</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.from_argparse.inputs_specs" title="kenning.core.runner.Runner.from_argparse.inputs_specs (Python parameter) — Specifications of runner's inputs."><span class="n"><span class="pre">inputs_specs</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.from_argparse.outputs" title="kenning.core.runner.Runner.from_argparse.outputs (Python parameter) — Outputs of this Runner."><span class="n"><span class="pre">outputs</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.runner.Runner" title="kenning.core.runner.Runner (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><span class="pre">Runner</span></a></span></span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_argparse" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from argparse args.</p>
+<p>This method takes the arguments created in form_argparse and uses them
+to create the object.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runner.Runner.from_argparse-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.from_argparse-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runner.Runner.from_argparse.args"><span class="sig-name descname">args</span><span class="p"> : </span><span class="desctype"><span class="desctype">Namespace</span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_argparse.args" title="Permalink to this definition">¶</a></dt><dd><p>Arguments from ArgumentParser object.</p>
+</dd>
+<dt id="kenning.core.runner.Runner.from_argparse.inputs_sources"><span class="sig-name descname">inputs_sources</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Tuple[int, str]]</span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_argparse.inputs_sources" title="Permalink to this definition">¶</a></dt><dd><p>Input from where data is being retrieved.</p>
+</dd>
+<dt id="kenning.core.runner.Runner.from_argparse.inputs_specs"><span class="sig-name descname">inputs_specs</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Dict]</span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_argparse.inputs_specs" title="Permalink to this definition">¶</a></dt><dd><p>Specifications of runner’s inputs.</p>
+</dd>
+<dt id="kenning.core.runner.Runner.from_argparse.outputs"><span class="sig-name descname">outputs</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, str]</span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_argparse.outputs" title="Permalink to this definition">¶</a></dt><dd><p>Outputs of this Runner.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runner.Runner.from_argparse-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.from_argparse-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Runner.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runner.Runner.from_argparse-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.from_argparse-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.runner.Runner" title="kenning.core.runner.Runner (Python class) — Bases: IOInterface, ArgumentsHandler, ABC">Runner</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.runner.Runner.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.from_json.json_dict" title="kenning.core.runner.Runner.from_json.json_dict (Python parameter) — Arguments for the constructor."><span class="n"><span class="pre">json_dict</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.from_json.inputs_sources" title="kenning.core.runner.Runner.from_json.inputs_sources (Python parameter) — Input from where data is being retrieved."><span class="n"><span class="pre">inputs_sources</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.from_json.inputs_specs" title="kenning.core.runner.Runner.from_json.inputs_specs (Python parameter) — Specifications of runner's inputs."><span class="n"><span class="pre">inputs_specs</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.from_json.outputs" title="kenning.core.runner.Runner.from_json.outputs (Python parameter) — Outputs of this Runner."><span class="n"><span class="pre">outputs</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.runner.Runner" title="kenning.core.runner.Runner (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><span class="pre">Runner</span></a></span></span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from json dict.</p>
+<p>This function checks if the given dictionary is valid according
+to the json schema defined.
+If it is then it invokes the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runner.Runner.from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runner.Runner.from_json.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_json.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>Arguments for the constructor.</p>
+</dd>
+<dt id="kenning.core.runner.Runner.from_json.inputs_sources"><span class="sig-name descname">inputs_sources</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Tuple[int, str]]</span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_json.inputs_sources" title="Permalink to this definition">¶</a></dt><dd><p>Input from where data is being retrieved.</p>
+</dd>
+<dt id="kenning.core.runner.Runner.from_json.inputs_specs"><span class="sig-name descname">inputs_specs</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Dict]</span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_json.inputs_specs" title="Permalink to this definition">¶</a></dt><dd><p>Specifications of runner’s inputs.</p>
+</dd>
+<dt id="kenning.core.runner.Runner.from_json.outputs"><span class="sig-name descname">outputs</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, str]</span></span><a class="headerlink" href="#kenning.core.runner.Runner.from_json.outputs" title="Permalink to this definition">¶</a></dt><dd><p>Outputs of this Runner.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runner.Runner.from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Runner.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runner.Runner.from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.runner.Runner" title="kenning.core.runner.Runner (Python class) — Bases: IOInterface, ArgumentsHandler, ABC">Runner</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runner.Runner.run">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runner.Runner.run.inputs" title="kenning.core.runner.Runner.run.inputs (Python parameter) — Inputs provided to this block."><span class="n"><span class="pre">inputs</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.runner.Runner.run" title="Permalink to this definition">¶</a></dt>
+<dd><p>Method used to run this Runner.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runner.Runner.run-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.run-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runner.Runner.run.inputs"><span class="sig-name descname">inputs</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Any]</span></span><a class="headerlink" href="#kenning.core.runner.Runner.run.inputs" title="Permalink to this definition">¶</a></dt><dd><p>Inputs provided to this block.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runner.Runner.run-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.run-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Output of this block.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runner.Runner.run-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.run-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Dict[str, Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runner.Runner.should_close">
+<span class="sig-name descname"><span class="pre">should_close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.runner.Runner.should_close" title="Permalink to this definition">¶</a></dt>
+<dd><p>Method that checks if Runner got some exit indication (exception etc.)
+and the flow should close.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runner.Runner.should_close-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.should_close-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>True if there was some exit indication.</p>
+</dd>
+<dt class="field-even" id="kenning.core.runner.Runner.should_close-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runner.Runner.should_close-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="dataset"><span id="dataset-api"></span>Dataset<a class="headerlink" href="#dataset" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kennning.core.dataset.Dataset</span></code> - based classes are responsible for:</p>
+<ul class="simple">
+<li><p>dataset preparation, including download routines (use the <code class="docutils literal notranslate"><span class="pre">--download-dataset</span></code> flag to download the dataset data),</p></li>
+<li><p>input preprocessing into a format expected by most models for a given task,</p></li>
+<li><p>output postprocessing for the evaluation process,</p></li>
+<li><p>model evaluation based on its predictions,</p></li>
+<li><p>sample subdivision into training and validation datasets.</p></li>
+</ul>
+<p>The Dataset objects are used by:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> - for training purposes and model evaluation,</p></li>
+<li><p><a class="reference internal" href="#optimizer-api"><span class="std std-ref">Optimizer</span></a> - can be used e.g. for extracting a calibration dataset for quantization purposes,</p></li>
+<li><p><a class="reference internal" href="#runtime-api"><span class="std std-ref">Runtime</span></a> - for model evaluation on target hardware.</p></li>
+</ul>
+<p>The available dataset implementations are included in the <code class="docutils literal notranslate"><span class="pre">kenning.datasets</span></code> submodule.
+Example implementations:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/datasets/pet_dataset.py">PetDataset</a> for classification,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/datasets/open_images_dataset.py">OpenImagesDatasetV6</a> for object detection,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/datasets/random_dataset.py">RandomizedClassificationDataset</a>.</p></li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.dataset.Dataset">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.dataset.</span></span><span class="sig-name descname"><span class="pre">Dataset</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">root</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">batch_size</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mi">1</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">download_dataset</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">True</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">force_download_dataset</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">False</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">external_calibration_dataset</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">split_fraction_test</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mf">0.2</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">split_fraction_val</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">split_seed</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mi">1234</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.dataset.Dataset" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#kenning.utils.args_manager.ArgumentsHandler" title="kenning.utils.args_manager.ArgumentsHandler (Python class) — Bases: ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">ArgumentsHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Wraps the datasets for training, evaluation and optimization.</p>
+<p>This class provides an API for datasets used by models, compilers (i.e. for
+calibration) and benchmarking scripts.</p>
+<p>Each Dataset object should implement methods for:</p>
+<ul class="simple">
+<li><p>processing inputs and outputs from dataset files,</p></li>
+<li><p>downloading the dataset,</p></li>
+<li><p>evaluating the model based on dataset’s inputs and outputs.</p></li>
+</ul>
+<p>The Dataset object provides routines for iterating over dataset samples
+with configured batch size, splitting the dataset into subsets and
+extracting loaded data from dataset files for training purposes.</p>
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.dataX">
+<span class="sig-name descname"><span class="pre">dataX</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataX" title="Permalink to this definition">¶</a></dt>
+<dd><p>List of input data (or data representing input data, i.e. file paths).</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.dataX-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataX-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.dataY">
+<span class="sig-name descname"><span class="pre">dataY</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataY" title="Permalink to this definition">¶</a></dt>
+<dd><p>List of output data (or data representing output data).</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.dataY-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataY-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.batch_size">
+<span class="sig-name descname"><span class="pre">batch_size</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.batch_size" title="Permalink to this definition">¶</a></dt>
+<dd><p>The batch size for the dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.batch_size-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.batch_size-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>int</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset._dataindex">
+<span class="sig-name descname"><span class="pre">_dataindex</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset._dataindex" title="Permalink to this definition">¶</a></dt>
+<dd><p>ID of the next data to be delivered for inference.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset._dataindex-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset._dataindex-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>int</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.dataXtrain">
+<span class="sig-name descname"><span class="pre">dataXtrain</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataXtrain" title="Permalink to this definition">¶</a></dt>
+<dd><p>dataX subset representing a training set. Available after executing
+train_test_split_representations, otherwise empty.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.dataXtrain-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataXtrain-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.dataYtrain">
+<span class="sig-name descname"><span class="pre">dataYtrain</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataYtrain" title="Permalink to this definition">¶</a></dt>
+<dd><p>dataY subset representing a training set. Available after executing
+train_test_split_representations, otherwise empty.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.dataYtrain-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataYtrain-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.dataXtest">
+<span class="sig-name descname"><span class="pre">dataXtest</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataXtest" title="Permalink to this definition">¶</a></dt>
+<dd><p>dataX subset representing a testing set. Available after executing
+train_test_split_representations, otherwise empty.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.dataXtest-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataXtest-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.dataYtest">
+<span class="sig-name descname"><span class="pre">dataYtest</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataYtest" title="Permalink to this definition">¶</a></dt>
+<dd><p>dataY subset representing a testing set. Available after executing
+train_test_split_representations, otherwise empty.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.dataYtest-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataYtest-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.dataXval">
+<span class="sig-name descname"><span class="pre">dataXval</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataXval" title="Permalink to this definition">¶</a></dt>
+<dd><p>Optional dataX subset representing a validation set. Available after
+executing train_test_split_representations, otherwise empty.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.dataXval-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataXval-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.dataYval">
+<span class="sig-name descname"><span class="pre">dataYval</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataYval" title="Permalink to this definition">¶</a></dt>
+<dd><p>Optional dataY subset representing a validation set. Available after
+executing train_test_split_representations, otherwise empty.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.dataYval-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.dataYval-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.dataset.Dataset.calibration_dataset_generator">
+<span class="sig-name descname"><span class="pre">calibration_dataset_generator</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.calibration_dataset_generator.percentage" title="kenning.core.dataset.Dataset.calibration_dataset_generator.percentage (Python parameter) — The fraction of data to use for calibration."><span class="n"><span class="pre">percentage</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mf">0.25</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.calibration_dataset_generator.seed" title="kenning.core.dataset.Dataset.calibration_dataset_generator.seed (Python parameter) — The seed for random state."><span class="n"><span class="pre">seed</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mi">12345</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Generator</span><span class="p"><span class="pre">[</span></span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.calibration_dataset_generator" title="Permalink to this definition">¶</a></dt>
+<dd><p>Creates generator for the calibration data.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.calibration_dataset_generator-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.calibration_dataset_generator-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.calibration_dataset_generator.percentage"><span class="sig-name descname">percentage</span><span class="p"> : </span><span class="desctype"><span class="desctype">float</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.calibration_dataset_generator.percentage" title="Permalink to this definition">¶</a></dt><dd><p>The fraction of data to use for calibration.</p>
+</dd>
+<dt id="kenning.core.dataset.Dataset.calibration_dataset_generator.seed"><span class="sig-name descname">seed</span><span class="p"> : </span><span class="desctype"><span class="desctype">int</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.calibration_dataset_generator.seed" title="Permalink to this definition">¶</a></dt><dd><p>The seed for random state.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.calibration_dataset_generator-yields">Yields<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.calibration_dataset_generator-yields" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><em>List[Any]</em> – List with batch input samples for calibration</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.download_dataset_fun">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">download_dataset_fun</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.dataset.Dataset.download_dataset_fun" title="Permalink to this definition">¶</a></dt>
+<dd><p>Downloads the dataset to the root directory defined in the constructor.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.evaluate">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">evaluate</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.evaluate.predictions" title="kenning.core.dataset.Dataset.evaluate.predictions (Python parameter) — The list of predictions from the model."><span class="n"><span class="pre">predictions</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.evaluate.truth" title="kenning.core.dataset.Dataset.evaluate.truth (Python parameter) — The ground truth for given batch."><span class="n"><span class="pre">truth</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing."><span class="pre">Measurements</span></a></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.evaluate" title="Permalink to this definition">¶</a></dt>
+<dd><p>Evaluates the model based on the predictions.</p>
+<p>The method should compute various quality metrics fitting for the
+problem the model solves - i.e. for classification it may be
+accuracy, precision, G-mean, for detection it may be IoU and mAP.</p>
+<p>The evaluation results should be returned in a form of Measurements
+object.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.evaluate-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.evaluate-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.evaluate.predictions"><span class="sig-name descname">predictions</span><span class="p"> : </span><span class="desctype"><span class="desctype">List</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.evaluate.predictions" title="Permalink to this definition">¶</a></dt><dd><p>The list of predictions from the model.</p>
+</dd>
+<dt id="kenning.core.dataset.Dataset.evaluate.truth"><span class="sig-name descname">truth</span><span class="p"> : </span><span class="desctype"><span class="desctype">List</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.evaluate.truth" title="Permalink to this definition">¶</a></dt><dd><p>The ground truth for given batch.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.evaluate-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.evaluate-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>The dictionary containing the evaluation results.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataset.Dataset.evaluate-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.evaluate-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing.">Measurements</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.from_argparse">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_argparse</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.from_argparse.args" title="kenning.core.dataset.Dataset.from_argparse.args (Python parameter) — Arguments from ArgumentParser object."><span class="n"><span class="pre">args</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Namespace</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Dataset</span></a></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_argparse" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from argparse args.</p>
+<p>This method takes the arguments created in <code class="docutils literal notranslate"><span class="pre">form_argparse</span></code>
+and uses them to create the object.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.from_argparse-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_argparse-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.from_argparse.args"><span class="sig-name descname">args</span><span class="p"> : </span><span class="desctype"><span class="desctype">Namespace</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_argparse.args" title="Permalink to this definition">¶</a></dt><dd><p>Arguments from ArgumentParser object.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.from_argparse-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_argparse-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Dataset.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataset.Dataset.from_argparse-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_argparse-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC">Dataset</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.from_json.json_dict" title="kenning.core.dataset.Dataset.from_json.json_dict (Python parameter) — Arguments for the constructor."><span class="n"><span class="pre">json_dict</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Dataset</span></a></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from json dict.</p>
+<p>This function checks if the given dictionary is valid according
+to the <code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> defined.
+If it is then it invokes the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.from_json.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_json.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>Arguments for the constructor.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Dataset.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataset.Dataset.from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC">Dataset</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.get_class_names">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_class_names</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_class_names" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns list of class names in order of their IDs.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.get_class_names-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_class_names-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List of class names.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.get_class_names-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_class_names-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List[str]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.get_data">
+<span class="sig-name descname"><span class="pre">get_data</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">list</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_data" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the tuple of all inputs and outputs for the dataset.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>It loads all entries with prepare_input_samples and
+prepare_output_samples to the memory - for large datasets it may
+result in filling the whole memory.</p>
+</div>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.get_data-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_data-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>The list of data samples.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.get_data-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_data-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple[List, List]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.get_data_unloaded">
+<span class="sig-name descname"><span class="pre">get_data_unloaded</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">list</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_data_unloaded" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the input and output representations before loading.</p>
+<p>The representations can be opened using prepare_input_samples and
+prepare_output_samples.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.get_data_unloaded-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_data_unloaded-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>The list of data samples representations.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.get_data_unloaded-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_data_unloaded-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple[List, List]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.get_input_mean_std">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_input_mean_std</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_input_mean_std" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns mean and std values for input tensors.</p>
+<p>The mean and std values returned here should be computed using
+<code class="docutils literal notranslate"><span class="pre">compute_input_mean_std</span></code> method.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.get_input_mean_std-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_input_mean_std-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Tuple of two variables describing mean and
+standardization values for a given train dataset.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.get_input_mean_std-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.get_input_mean_std-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple[Any, Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.iter_test">
+<span class="sig-name descname"><span class="pre">iter_test</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">DatasetIterator</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_test" title="Permalink to this definition">¶</a></dt>
+<dd><p>Iterates over test data obtained from split.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.iter_test-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_test-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Iterator over data samples.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.iter_test-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_test-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>DatasetIterator</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.iter_train">
+<span class="sig-name descname"><span class="pre">iter_train</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">DatasetIterator</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_train" title="Permalink to this definition">¶</a></dt>
+<dd><p>Iterates over train data obtained from split.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.iter_train-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_train-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Iterator over data samples.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.iter_train-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_train-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>DatasetIterator</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.iter_val">
+<span class="sig-name descname"><span class="pre">iter_val</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">DatasetIterator</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_val" title="Permalink to this definition">¶</a></dt>
+<dd><p>Iterates over validation data obtained from split.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.iter_val-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_val-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Iterator over data samples.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.iter_val-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.iter_val-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>DatasetIterator</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.prepare">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prepare</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare" title="Permalink to this definition">¶</a></dt>
+<dd><p>Prepares dataX and dataY attributes based on the dataset contents.</p>
+<p>This can i.e. store file paths in dataX and classes in dataY that
+will be later loaded using prepare_input_samples and
+prepare_output_samples.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.dataset.Dataset.prepare_external_calibration_dataset">
+<span class="sig-name descname"><span class="pre">prepare_external_calibration_dataset</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset.percentage" title="kenning.core.dataset.Dataset.prepare_external_calibration_dataset.percentage (Python parameter) — Percentage of dataset to be used."><span class="n"><span class="pre">percentage</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mf">0.25</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset.seed" title="kenning.core.dataset.Dataset.prepare_external_calibration_dataset.seed (Python parameter) — Random state seed."><span class="n"><span class="pre">seed</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mi">12345</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Path</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset" title="Permalink to this definition">¶</a></dt>
+<dd><p>Prepares the data for external calibration dataset.</p>
+<p>This method is supposed to scan external_calibration_dataset directory
+and prepares the list of entries that are suitable for the
+prepare_input_samples method.</p>
+<p>This method is called by the <code class="docutils literal notranslate"><span class="pre">calibration_dataset_generator</span></code> method
+to get the data for calibration when external_calibration_dataset is
+provided.</p>
+<p>By default, this method scans for all files in the directory and
+returns the list of those files.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.prepare_external_calibration_dataset-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.prepare_external_calibration_dataset.percentage"><span class="sig-name descname">percentage</span><span class="p"> : </span><span class="desctype"><span class="desctype">float</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset.percentage" title="Permalink to this definition">¶</a></dt><dd><p>Percentage of dataset to be used.</p>
+</dd>
+<dt id="kenning.core.dataset.Dataset.prepare_external_calibration_dataset.seed"><span class="sig-name descname">seed</span><span class="p"> : </span><span class="desctype"><span class="desctype">int</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset.seed" title="Permalink to this definition">¶</a></dt><dd><p>Random state seed.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.prepare_external_calibration_dataset-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List of objects that are usable by the <code class="docutils literal notranslate"><span class="pre">prepare_input_samples</span></code>
+method.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataset.Dataset.prepare_external_calibration_dataset-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_external_calibration_dataset-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Path]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.prepare_input_samples">
+<span class="sig-name descname"><span class="pre">prepare_input_samples</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.prepare_input_samples.samples" title="kenning.core.dataset.Dataset.prepare_input_samples.samples (Python parameter) — List of input samples to be processed."><span class="n"><span class="pre">samples</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_input_samples" title="Permalink to this definition">¶</a></dt>
+<dd><p>Prepares input samples, i.e. load images from files, converts them.</p>
+<p>By default the method returns data as is - without any conversions.
+Since the input samples can be large, it does not make sense to load
+all data to the memory - this method handles loading data for a given
+data batch.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.prepare_input_samples-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_input_samples-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.prepare_input_samples.samples"><span class="sig-name descname">samples</span><span class="p"> : </span><span class="desctype"><span class="desctype">List</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_input_samples.samples" title="Permalink to this definition">¶</a></dt><dd><p>List of input samples to be processed.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.prepare_input_samples-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_input_samples-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Preprocessed input samples.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataset.Dataset.prepare_input_samples-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_input_samples-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.prepare_output_samples">
+<span class="sig-name descname"><span class="pre">prepare_output_samples</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.prepare_output_samples.samples" title="kenning.core.dataset.Dataset.prepare_output_samples.samples (Python parameter) — List of output samples to be processed."><span class="n"><span class="pre">samples</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_output_samples" title="Permalink to this definition">¶</a></dt>
+<dd><p>Prepares output samples.</p>
+<p>By default the method returns data as is.
+It can be used i.e. to create the one-hot output vector with class
+association based on a given sample.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.prepare_output_samples-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_output_samples-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.prepare_output_samples.samples"><span class="sig-name descname">samples</span><span class="p"> : </span><span class="desctype"><span class="desctype">List</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_output_samples.samples" title="Permalink to this definition">¶</a></dt><dd><p>List of output samples to be processed.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.prepare_output_samples-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_output_samples-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Preprocessed output samples.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataset.Dataset.prepare_output_samples-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.prepare_output_samples-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.save_dataset_checksum">
+<span class="sig-name descname"><span class="pre">save_dataset_checksum</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.dataset.Dataset.save_dataset_checksum" title="Permalink to this definition">¶</a></dt>
+<dd><p>Writes dataset checksum to file.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.set_batch_size">
+<span class="sig-name descname"><span class="pre">set_batch_size</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.set_batch_size.batch_size" title="kenning.core.dataset.Dataset.set_batch_size.batch_size (Python parameter) — Number of input samples per batch."><span class="n"><span class="pre">batch_size</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.dataset.Dataset.set_batch_size" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sets the batch size of the data in the iterator batches.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.set_batch_size-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.set_batch_size-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.set_batch_size.batch_size"><span class="sig-name descname">batch_size</span><span class="p"> : </span><span class="desctype"><span class="desctype">int</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.set_batch_size.batch_size" title="Permalink to this definition">¶</a></dt><dd><p>Number of input samples per batch.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.test_subset_len">
+<span class="sig-name descname"><span class="pre">test_subset_len</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.test_subset_len" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the length of a single batch from the training set.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.test_subset_len-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.test_subset_len-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>The number of samples in a single batch from the testing set or
+None if the dataset has not been split</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.test_subset_len-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.test_subset_len-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Optional[int]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.train_subset_len">
+<span class="sig-name descname"><span class="pre">train_subset_len</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_subset_len" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the length of a single batch from the training set.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.train_subset_len-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_subset_len-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>The number of samples in a single batch from the training set or
+None if the dataset has not been split</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.train_subset_len-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_subset_len-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Optional[int]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.dataset.Dataset.train_test_split_representations">
+<span class="sig-name descname"><span class="pre">train_test_split_representations</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.train_test_split_representations.test_fraction" title="kenning.core.dataset.Dataset.train_test_split_representations.test_fraction (Python parameter) — The fraction of data to leave for model testing."><span class="n"><span class="pre">test_fraction</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.train_test_split_representations.val_fraction" title="kenning.core.dataset.Dataset.train_test_split_representations.val_fraction (Python parameter) — The fraction of data to leave for model validation."><span class="n"><span class="pre">val_fraction</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.train_test_split_representations.seed" title="kenning.core.dataset.Dataset.train_test_split_representations.seed (Python parameter) — The seed for random state."><span class="n"><span class="pre">seed</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.train_test_split_representations.stratify" title="kenning.core.dataset.Dataset.train_test_split_representations.stratify (Python parameter) — Whether to stratify the split."><span class="n"><span class="pre">stratify</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">True</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataset.Dataset.train_test_split_representations.append_index" title="kenning.core.dataset.Dataset.train_test_split_representations.append_index (Python parameter) — Whether to return the indices of the split. If True, the returned tuple will have indices appended at the end. For example, if the split is (X_train, X_test, y_train, y_test), the returned tuple will be (X_train, X_test, y_train, y_test, train_indices, test_indices)."><span class="n"><span class="pre">append_index</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">False</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">list</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="p"><span class="pre">...</span></span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations" title="Permalink to this definition">¶</a></dt>
+<dd><p>Splits the data representations into train dataset and test dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.train_test_split_representations-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataset.Dataset.train_test_split_representations.test_fraction"><span class="sig-name descname">test_fraction</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[float]</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations.test_fraction" title="Permalink to this definition">¶</a></dt><dd><p>The fraction of data to leave for model testing.</p>
+</dd>
+<dt id="kenning.core.dataset.Dataset.train_test_split_representations.val_fraction"><span class="sig-name descname">val_fraction</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[float]</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations.val_fraction" title="Permalink to this definition">¶</a></dt><dd><p>The fraction of data to leave for model validation.</p>
+</dd>
+<dt id="kenning.core.dataset.Dataset.train_test_split_representations.seed"><span class="sig-name descname">seed</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[int]</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations.seed" title="Permalink to this definition">¶</a></dt><dd><p>The seed for random state.</p>
+</dd>
+<dt id="kenning.core.dataset.Dataset.train_test_split_representations.stratify"><span class="sig-name descname">stratify</span><span class="p"> : </span><span class="desctype"><span class="desctype">bool</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations.stratify" title="Permalink to this definition">¶</a></dt><dd><p>Whether to stratify the split.</p>
+</dd>
+<dt id="kenning.core.dataset.Dataset.train_test_split_representations.append_index"><span class="sig-name descname">append_index</span><span class="p"> : </span><span class="desctype"><span class="desctype">bool</span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations.append_index" title="Permalink to this definition">¶</a></dt><dd><p>Whether to return the indices of the split. If True, the returned
+tuple will have indices appended at the end.
+For example, if the split is (X_train, X_test, y_train, y_test),
+the returned tuple will be (X_train, X_test, y_train, y_test,
+train_indices, test_indices).</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.train_test_split_representations-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Split data into train, test and optionally validation subsets.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataset.Dataset.train_test_split_representations-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.train_test_split_representations-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Tuple[List, …]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.val_subset_len">
+<span class="sig-name descname"><span class="pre">val_subset_len</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">int</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.val_subset_len" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the length of a single batch from the training set.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.val_subset_len-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.val_subset_len-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>The number of samples in a single batch from the validation set or
+None if the dataset has not been split</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.val_subset_len-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.val_subset_len-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Optional[int]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataset.Dataset.verify_dataset_checksum">
+<span class="sig-name descname"><span class="pre">verify_dataset_checksum</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.dataset.Dataset.verify_dataset_checksum" title="Permalink to this definition">¶</a></dt>
+<dd><p>Checks whether dataset is already downloaded in its directory.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataset.Dataset.verify_dataset_checksum-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.verify_dataset_checksum-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>True if dataset is downloaded.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataset.Dataset.verify_dataset_checksum-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataset.Dataset.verify_dataset_checksum-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="modelwrapper"><span id="modelwrapper-api"></span>ModelWrapper<a class="headerlink" href="#modelwrapper" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.core.model.ModelWrapper</span></code> base class requires implementing methods for:</p>
+<ul class="simple">
+<li><p>model preparation,</p></li>
+<li><p>model saving and loading,</p></li>
+<li><p>model saving to the ONNX format,</p></li>
+<li><p>model-specific preprocessing of inputs and postprocessing of outputs, if necessary,</p></li>
+<li><p>model inference,</p></li>
+<li><p>providing metadata (framework name and version),</p></li>
+<li><p>model training,</p></li>
+<li><p>input format specification,</p></li>
+<li><p>conversion of model inputs and outputs to bytes for the <code class="docutils literal notranslate"><span class="pre">kenning.core.protocol.Protocol</span></code> objects.</p></li>
+</ul>
+<p>The <code class="docutils literal notranslate"><span class="pre">ModelWrapper</span></code> provides methods for running inference in a loop for data from a dataset and measuring the model’s quality and inference performance.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.modelwrappers.frameworks</span></code> submodule contains framework-wise implementations of the <code class="docutils literal notranslate"><span class="pre">ModelWrapper</span></code> class - they implement all methods common for given frameworks regardless of the model used.</p>
+<p>For the <code class="docutils literal notranslate"><span class="pre">Pet</span> <span class="pre">Dataset</span> <span class="pre">wrapper</span></code> object, there is an example classifier implemented in TensorFlow 2.x called <code class="docutils literal notranslate"><span class="pre">TensorFlowPetDatasetMobileNetV2</span> <span class="pre">&lt;https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/tensorflow_pet_dataset.py&gt;</span></code>_.</p>
+<p>Model wrapper examples:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/frameworks/pytorch.py">PyTorchWrapper</a> and <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/frameworks/tensorflow.py">TensorFlowWrapper</a> implement common methods for all PyTorch and TensorFlow framework models,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/pytorch_pet_dataset.py">PyTorchPetDatasetMobileNetV2</a> wraps the MobileNetV2 model for Pet classification implemented in PyTorch,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/classification/tensorflow_pet_dataset.py">TensorFlowDatasetMobileNetV2</a> wraps the MobileNetV2 model for Pet classification implemented in TensorFlow,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/modelwrappers/object_detection/darknet_coco.py">TVMDarknetCOCOYOLOV3</a> wraps the YOLOv3 model for COCO object detection implemented in Darknet (without training and inference methods).</p></li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.model.ModelWrapper">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.model.</span></span><span class="sig-name descname"><span class="pre">ModelWrapper</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">model_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">dataset</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Dataset</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">from_file</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">True</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">model_name</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.model.ModelWrapper" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">IOInterface</span></code>, <a class="reference internal" href="#kenning.utils.args_manager.ArgumentsHandler" title="kenning.utils.args_manager.ArgumentsHandler (Python class) — Bases: ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">ArgumentsHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Wraps the given model.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.convert_input_to_bytes">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">convert_input_to_bytes</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.convert_input_to_bytes.inputdata" title="kenning.core.model.ModelWrapper.convert_input_to_bytes.inputdata (Python parameter) — The preprocessed inputs."><span class="n"><span class="pre">inputdata</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bytes</span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_input_to_bytes" title="Permalink to this definition">¶</a></dt>
+<dd><p>Converts the input returned by the <code class="docutils literal notranslate"><span class="pre">preprocess_input</span></code> method
+to bytes.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.convert_input_to_bytes-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_input_to_bytes-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.convert_input_to_bytes.inputdata"><span class="sig-name descname">inputdata</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_input_to_bytes.inputdata" title="Permalink to this definition">¶</a></dt><dd><p>The preprocessed inputs.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.convert_input_to_bytes-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_input_to_bytes-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Input data as byte stream.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.convert_input_to_bytes-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_input_to_bytes-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bytes</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.convert_output_from_bytes">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">convert_output_from_bytes</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.convert_output_from_bytes.outputdata" title="kenning.core.model.ModelWrapper.convert_output_from_bytes.outputdata (Python parameter) — Output data in raw bytes."><span class="n"><span class="pre">outputdata</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bytes</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_output_from_bytes" title="Permalink to this definition">¶</a></dt>
+<dd><p>Converts bytes array to the model output format.</p>
+<p>The converted output should be compatible with <code class="docutils literal notranslate"><span class="pre">postprocess_outputs</span></code>
+method.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.convert_output_from_bytes-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_output_from_bytes-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.convert_output_from_bytes.outputdata"><span class="sig-name descname">outputdata</span><span class="p"> : </span><span class="desctype"><span class="desctype">bytes</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_output_from_bytes.outputdata" title="Permalink to this definition">¶</a></dt><dd><p>Output data in raw bytes.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.convert_output_from_bytes-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_output_from_bytes-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List of output data from a model. The converted data should be
+compatible with the <code class="docutils literal notranslate"><span class="pre">postprocess_outputs</span></code> method.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.convert_output_from_bytes-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.convert_output_from_bytes-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.model.ModelWrapper.derive_io_spec_from_json_params">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">derive_io_spec_from_json_params</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params.json_dict" title="kenning.core.model.ModelWrapper.derive_io_spec_from_json_params.json_dict (Python parameter) — JSON dictionary formed by parsing the input JSON with ModelWrapper's parameterschema."><span class="n"><span class="pre">json_dict</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params" title="Permalink to this definition">¶</a></dt>
+<dd><p>Creates IO specification by deriving parameters from parsed JSON
+dictionary. The resulting IO specification may differ from the results
+of <cite>get_io_specification</cite>, information that couldn’t be retrieved from
+JSON parameters are absent from final IO spec or are filled with
+general value (example: ‘-1’ for unknown dimension shape).</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.derive_io_spec_from_json_params.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>JSON dictionary formed by parsing the input JSON with
+ModelWrapper’s parameterschema.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Dictionary that conveys input and output
+layers specification.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.derive_io_spec_from_json_params-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Dict[str, List[Dict]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.model.ModelWrapper.from_argparse">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_argparse</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.from_argparse.dataset" title="kenning.core.model.ModelWrapper.from_argparse.dataset (Python parameter) — The dataset object to feed to the model."><span class="n"><span class="pre">dataset</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Dataset</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.from_argparse.args" title="kenning.core.model.ModelWrapper.from_argparse.args (Python parameter) — Arguments from ArgumentParser object."><span class="n"><span class="pre">args</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Namespace</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.from_argparse.from_file" title="kenning.core.model.ModelWrapper.from_argparse.from_file (Python parameter) — Determines if the model should be loaded from model_path."><span class="n"><span class="pre">from_file</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">True</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.model.ModelWrapper" title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><span class="pre">ModelWrapper</span></a></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_argparse" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from argparse args.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.from_argparse-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_argparse-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.from_argparse.dataset"><span class="sig-name descname">dataset</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[<a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC">Dataset</a>]</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_argparse.dataset" title="Permalink to this definition">¶</a></dt><dd><p>The dataset object to feed to the model.</p>
+</dd>
+<dt id="kenning.core.model.ModelWrapper.from_argparse.args"><span class="sig-name descname">args</span><span class="p"> : </span><span class="desctype"><span class="desctype">Namespace</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_argparse.args" title="Permalink to this definition">¶</a></dt><dd><p>Arguments from ArgumentParser object.</p>
+</dd>
+<dt id="kenning.core.model.ModelWrapper.from_argparse.from_file"><span class="sig-name descname">from_file</span><span class="p"> : </span><span class="desctype"><span class="desctype">bool</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_argparse.from_file" title="Permalink to this definition">¶</a></dt><dd><p>Determines if the model should be loaded from model_path.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.from_argparse-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_argparse-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class ModelWrapper.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.from_argparse-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_argparse-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.model.ModelWrapper" title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC">ModelWrapper</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.model.ModelWrapper.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.from_json.json_dict" title="kenning.core.model.ModelWrapper.from_json.json_dict (Python parameter) — Arguments for the constructor."><span class="n"><span class="pre">json_dict</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.from_json.dataset" title="kenning.core.model.ModelWrapper.from_json.dataset (Python parameter) — The dataset object to feed to the model."><span class="n"><span class="pre">dataset</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Dataset</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.from_json.from_file" title="kenning.core.model.ModelWrapper.from_json.from_file (Python parameter) — Determines if the model should be loaded from model_path."><span class="n"><span class="pre">from_file</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">True</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.model.ModelWrapper" title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><span class="pre">ModelWrapper</span></a></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from json dict.</p>
+<p>This function checks if the given dictionary is valid according
+to the <code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> defined.
+If it is then it invokes the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.from_json.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_json.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>Arguments for the constructor.</p>
+</dd>
+<dt id="kenning.core.model.ModelWrapper.from_json.dataset"><span class="sig-name descname">dataset</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[<a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC">Dataset</a>]</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_json.dataset" title="Permalink to this definition">¶</a></dt><dd><p>The dataset object to feed to the model.</p>
+</dd>
+<dt id="kenning.core.model.ModelWrapper.from_json.from_file"><span class="sig-name descname">from_file</span><span class="p"> : </span><span class="desctype"><span class="desctype">bool</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_json.from_file" title="Permalink to this definition">¶</a></dt><dd><p>Determines if the model should be loaded from model_path.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class ModelWrapper.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.model.ModelWrapper" title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC">ModelWrapper</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.get_framework_and_version">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_framework_and_version</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_framework_and_version" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns name of the framework and its version in a form of a tuple.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.get_framework_and_version-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_framework_and_version-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Framework name and version.</p>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.get_framework_and_version-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_framework_and_version-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple[str, str]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.get_io_specification">
+<span class="sig-name descname"><span class="pre">get_io_specification</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_io_specification" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a saved dictionary with <cite>input</cite> and <cite>output</cite> keys
+that map to input and output specifications.</p>
+<p>A single specification is a list of dictionaries with
+names, shapes and dtypes for each layer. The order of the
+dictionaries is assumed to be expected by the <cite>ModelWrapper</cite>.</p>
+<p>It is later used in optimization and compilation steps.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.get_io_specification-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_io_specification-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Dictionary that conveys input and output
+layers specification.</p>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.get_io_specification-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_io_specification-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Dict[str, List[Dict]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.get_io_specification_from_model">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_io_specification_from_model</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_io_specification_from_model" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns a new instance of dictionary with <cite>input</cite> and <cite>output</cite>
+keys that map to input and output specifications.</p>
+<p>A single specification is a list of dictionaries with
+names, shapes and dtypes for each layer. The order of the
+dictionaries is assumed to be expected by the <cite>ModelWrapper</cite>.</p>
+<p>It is later used in optimization and compilation steps.</p>
+<p>It is used by <cite>get_io_specification</cite> function to get the
+specification and save it for later use.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.get_io_specification_from_model-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_io_specification_from_model-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Dictionary that conveys input and output
+layers specification.</p>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.get_io_specification_from_model-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_io_specification_from_model-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Dict[str, List[Dict]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.get_output_formats">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_output_formats</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_output_formats" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns list of names of possible output formats.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.get_output_formats-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_output_formats-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List of possible output format names.</p>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.get_output_formats-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_output_formats-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List[str]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.get_path">
+<span class="sig-name descname"><span class="pre">get_path</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_path" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns path to the model in a form of a Path or ResourceURI object.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.get_path-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_path-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Path or URI to the model.</p>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.get_path-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.get_path-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>PathOrURI</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.load_model">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load_model</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.load_model.model_path" title="kenning.core.model.ModelWrapper.load_model.model_path (Python parameter) — Path or URI to the model file."><span class="n"><span class="pre">model_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.load_model" title="Permalink to this definition">¶</a></dt>
+<dd><p>Loads the model from file.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.load_model-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.load_model-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.load_model.model_path"><span class="sig-name descname">model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">PathOrURI</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.load_model.model_path" title="Permalink to this definition">¶</a></dt><dd><p>Path or URI to the model file.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.parse_io_specification_from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parse_io_specification_from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json.json_dict" title="kenning.core.model.ModelWrapper.parse_io_specification_from_json.json_dict (Python parameter) — Parameters for object constructor in JSON format."><span class="n"><span class="pre">json_dict</span></span></a></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return dictionary with ‘input’ and ‘output’ keys that will map to input
+and output specification of an object created by the argument json
+schema.</p>
+<p>A single specification is a list of dictionaries with names, shapes and
+dtypes for each layer.</p>
+<p>Since no object initialization is done for this method, some IO
+specification may be incomplete, this method fills in -1 in case
+the information is missing from the JSON dictionary.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.parse_io_specification_from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.parse_io_specification_from_json.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>Parameters for object constructor in JSON format.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.parse_io_specification_from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Dictionary that conveys input and output layers specification.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.parse_io_specification_from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.parse_io_specification_from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Dict[str, List[Dict]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.postprocess_outputs">
+<span class="sig-name descname"><span class="pre">postprocess_outputs</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.postprocess_outputs.y" title="kenning.core.model.ModelWrapper.postprocess_outputs.y (Python parameter) — The list of output data from the model."><span class="n"><span class="pre">y</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">ndarray</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.postprocess_outputs" title="Permalink to this definition">¶</a></dt>
+<dd><p>Processes the outputs for a given model.</p>
+<p>By default no action is taken, and the outputs are passed unmodified.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.postprocess_outputs-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.postprocess_outputs-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.postprocess_outputs.y"><span class="sig-name descname">y</span><span class="p"> : </span><span class="desctype"><span class="desctype">Union[List[Any], np.ndarray]</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.postprocess_outputs.y" title="Permalink to this definition">¶</a></dt><dd><p>The list of output data from the model.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.postprocess_outputs-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.postprocess_outputs-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>The post processed outputs from the model that need to be in
+format requested by the Dataset object.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.postprocess_outputs-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.postprocess_outputs-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.prepare_model">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prepare_model</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.prepare_model" title="Permalink to this definition">¶</a></dt>
+<dd><p>Downloads the model (if required) and loads it to the device.</p>
+<p>Should be used whenever the model is actually required.</p>
+<p>The prepare_model method should check model_prepared field
+to determine if the model is not already loaded.</p>
+<p>It should also set model_prepared field to True
+once the model is prepared.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.preprocess_input">
+<span class="sig-name descname"><span class="pre">preprocess_input</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.preprocess_input.X" title="kenning.core.model.ModelWrapper.preprocess_input.X (Python parameter) — The input data from the Dataset object."><span class="n"><span class="pre">X</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.preprocess_input" title="Permalink to this definition">¶</a></dt>
+<dd><p>Preprocesses the inputs for a given model before inference.</p>
+<p>By default no action is taken, and the inputs are passed unmodified.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.preprocess_input-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.preprocess_input-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.preprocess_input.X"><span class="sig-name descname">X</span><span class="p"> : </span><span class="desctype"><span class="desctype">List</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.preprocess_input.X" title="Permalink to this definition">¶</a></dt><dd><p>The input data from the Dataset object.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.preprocess_input-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.preprocess_input-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>The preprocessed inputs that are ready to be fed to the model.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.preprocess_input-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.preprocess_input-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.run_inference">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">run_inference</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.run_inference.X" title="kenning.core.model.ModelWrapper.run_inference.X (Python parameter) — The preprocessed inputs for the model."><span class="n"><span class="pre">X</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.run_inference" title="Permalink to this definition">¶</a></dt>
+<dd><p>Runs inference for a given preprocessed input.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.run_inference-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.run_inference-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.run_inference.X"><span class="sig-name descname">X</span><span class="p"> : </span><span class="desctype"><span class="desctype">List</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.run_inference.X" title="Permalink to this definition">¶</a></dt><dd><p>The preprocessed inputs for the model.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.run_inference-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.run_inference-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>The results of the inference.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.run_inference-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.run_inference-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.save_model">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save_model</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.save_model.model_path" title="kenning.core.model.ModelWrapper.save_model.model_path (Python parameter) — Path or URI to the model file."><span class="n"><span class="pre">model_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.save_model" title="Permalink to this definition">¶</a></dt>
+<dd><p>Saves the model to file.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.save_model-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.save_model-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.save_model.model_path"><span class="sig-name descname">model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">PathOrURI</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.save_model.model_path" title="Permalink to this definition">¶</a></dt><dd><p>Path or URI to the model file.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.save_to_onnx">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save_to_onnx</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.save_to_onnx.model_path" title="kenning.core.model.ModelWrapper.save_to_onnx.model_path (Python parameter) — Path or URI to the model file."><span class="n"><span class="pre">model_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.save_to_onnx" title="Permalink to this definition">¶</a></dt>
+<dd><p>Saves the model in the ONNX format.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.save_to_onnx-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.save_to_onnx-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.save_to_onnx.model_path"><span class="sig-name descname">model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">PathOrURI</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.save_to_onnx.model_path" title="Permalink to this definition">¶</a></dt><dd><p>Path or URI to the model file.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.model.ModelWrapper.test_inference">
+<span class="sig-name descname"><span class="pre">test_inference</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing."><span class="pre">Measurements</span></a></span></span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.test_inference" title="Permalink to this definition">¶</a></dt>
+<dd><p>Runs the inference on test split of the dataset.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.test_inference-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.test_inference-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>The inference results.</p>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.test_inference-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.test_inference-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing.">Measurements</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.model.ModelWrapper.train_model">
+<span class="sig-name descname"><span class="pre">train_model</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.train_model.batch_size" title="kenning.core.model.ModelWrapper.train_model.batch_size (Python parameter) — The batch size for the training."><span class="n"><span class="pre">batch_size</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.train_model.learning_rate" title="kenning.core.model.ModelWrapper.train_model.learning_rate (Python parameter) — The learning rate for the training."><span class="n"><span class="pre">learning_rate</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.train_model.epochs" title="kenning.core.model.ModelWrapper.train_model.epochs (Python parameter) — The number of epochs for training."><span class="n"><span class="pre">epochs</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.model.ModelWrapper.train_model.logdir" title="kenning.core.model.ModelWrapper.train_model.logdir (Python parameter) — Path to the logging directory."><span class="n"><span class="pre">logdir</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.train_model" title="Permalink to this definition">¶</a></dt>
+<dd><p>Trains the model with a given dataset.</p>
+<p>This method should implement training routine for a given dataset and
+save a working model to a given path in a form of a single file.</p>
+<p>The training should be performed with given batch size, learning rate,
+and number of epochs.</p>
+<p>The model needs to be saved explicitly.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.model.ModelWrapper.train_model-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.train_model-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.model.ModelWrapper.train_model.batch_size"><span class="sig-name descname">batch_size</span><span class="p"> : </span><span class="desctype"><span class="desctype">int</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.train_model.batch_size" title="Permalink to this definition">¶</a></dt><dd><p>The batch size for the training.</p>
+</dd>
+<dt id="kenning.core.model.ModelWrapper.train_model.learning_rate"><span class="sig-name descname">learning_rate</span><span class="p"> : </span><span class="desctype"><span class="desctype">float</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.train_model.learning_rate" title="Permalink to this definition">¶</a></dt><dd><p>The learning rate for the training.</p>
+</dd>
+<dt id="kenning.core.model.ModelWrapper.train_model.epochs"><span class="sig-name descname">epochs</span><span class="p"> : </span><span class="desctype"><span class="desctype">int</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.train_model.epochs" title="Permalink to this definition">¶</a></dt><dd><p>The number of epochs for training.</p>
+</dd>
+<dt id="kenning.core.model.ModelWrapper.train_model.logdir"><span class="sig-name descname">logdir</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span><a class="headerlink" href="#kenning.core.model.ModelWrapper.train_model.logdir" title="Permalink to this definition">¶</a></dt><dd><p>Path to the logging directory.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.model.ModelWrapper.train_model-raises">Raises<span class="colon">:</span><a class="headerlink" href="#kenning.core.model.ModelWrapper.train_model-raises" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><strong>NotImplementedError</strong> – Raised when method is not implemented</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="optimizer"><span id="optimizer-api"></span>Optimizer<a class="headerlink" href="#optimizer" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.core.optimizer.Optimizer</span></code> objects wrap the deep learning compilation process.
+They can perform the model optimization (operation fusion, quantization) as well.
+Kenning supports executing optimizations also on the target device.
+To do so you can use <code class="docutils literal notranslate"><span class="pre">location</span></code> parameter which specifies where given <a class="reference internal" href="#optimizer-api"><span class="std std-ref">Optimizer</span></a> would be executed (either <code class="docutils literal notranslate"><span class="pre">'host'</span></code> or <code class="docutils literal notranslate"><span class="pre">'target'</span></code>).</p>
+<p>All Optimizer objects should provide methods for compiling models in ONNX format, but they can also provide support for other formats (like Keras .h5 files, or PyTorch .th files).</p>
+<p>Example model optimizers:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/optimizers/tflite.py">TFLiteCompiler</a> - wraps TensorFlow Lite compilation,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/optimizers/tvm.py">TVMCompiler</a> - wraps TVM compilation.</p></li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.optimizer.Optimizer">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.optimizer.</span></span><span class="sig-name descname"><span class="pre">Optimizer</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">dataset</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Dataset</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">compiled_model_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">location</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="s"><span class="pre">'host'</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="s"><span class="pre">'target'</span></span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="s1">&#39;host&#39;</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#kenning.utils.args_manager.ArgumentsHandler" title="kenning.utils.args_manager.ArgumentsHandler (Python class) — Bases: ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">ArgumentsHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Compiles the given model to a different format or runtime.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.optimizer.Optimizer.compile">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">compile</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.compile.input_model_path" title="kenning.core.optimizer.Optimizer.compile.input_model_path (Python parameter) — Path to the input model."><span class="n"><span class="pre">input_model_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.compile.io_spec" title="kenning.core.optimizer.Optimizer.compile.io_spec (Python parameter) — Dictionary that has input and output keys that contain list of dictionaries mapping (property name) -&gt; (property value) for the layers."><span class="n"><span class="pre">io_spec</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.compile" title="Permalink to this definition">¶</a></dt>
+<dd><p>Compiles the given model to a target format.</p>
+<p>The function compiles the model and saves it to the output file.</p>
+<p>The model can be compiled to a binary, a different framework or a
+different programming language.</p>
+<p>If <cite>io_spec</cite> is passed, then the function uses it during the
+compilation, otherwise <cite>load_io_specification</cite> is used to fetch the
+specification saved in <cite>input_model_path</cite> + <cite>.json</cite>.</p>
+<p>The compiled model is saved to compiled_model_path and
+the specification is saved to compiled_model_path + .json</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.compile-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.compile-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.optimizer.Optimizer.compile.input_model_path"><span class="sig-name descname">input_model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">PathOrURI</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.compile.input_model_path" title="Permalink to this definition">¶</a></dt><dd><p>Path to the input model.</p>
+</dd>
+<dt id="kenning.core.optimizer.Optimizer.compile.io_spec"><span class="sig-name descname">io_spec</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[Dict[str, List[Dict]]]</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.compile.io_spec" title="Permalink to this definition">¶</a></dt><dd><p>Dictionary that has <cite>input</cite> and <cite>output</cite> keys that contain list
+of dictionaries mapping (property name) -&gt; (property value)
+for the layers.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.optimizer.Optimizer.consult_model_type">
+<span class="sig-name descname"><span class="pre">consult_model_type</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.consult_model_type.previous_block" title="kenning.core.optimizer.Optimizer.consult_model_type.previous_block (Python parameter) — Previous block in the optimization chain."><span class="n"><span class="pre">previous_block</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><a class="reference internal" href="#kenning.core.model.ModelWrapper" title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><span class="pre">ModelWrapper</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.core.optimizer.Optimizer" title="kenning.core.optimizer.Optimizer (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Optimizer</span></a></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.consult_model_type.force_onnx" title="kenning.core.optimizer.Optimizer.consult_model_type.force_onnx (Python parameter) — Forces ONNX format."><span class="n"><span class="pre">force_onnx</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">False</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">str</span></span></span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.consult_model_type" title="Permalink to this definition">¶</a></dt>
+<dd><p>Finds output format of the previous block in the chain
+matching with an input format of the current block.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.consult_model_type-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.consult_model_type-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.optimizer.Optimizer.consult_model_type.previous_block"><span class="sig-name descname">previous_block</span><span class="p"> : </span><span class="desctype"><span class="desctype">Union[<a class="reference internal" href="#kenning.core.model.ModelWrapper" title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC">ModelWrapper</a>, <a class="reference internal" href="#kenning.core.optimizer.Optimizer" title="kenning.core.optimizer.Optimizer (Python class) — Bases: ArgumentsHandler, ABC">Optimizer</a>]</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.consult_model_type.previous_block" title="Permalink to this definition">¶</a></dt><dd><p>Previous block in the optimization chain.</p>
+</dd>
+<dt id="kenning.core.optimizer.Optimizer.consult_model_type.force_onnx"><span class="sig-name descname">force_onnx</span><span class="p"> : </span><span class="desctype"><span class="desctype">bool</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.consult_model_type.force_onnx" title="Permalink to this definition">¶</a></dt><dd><p>Forces ONNX format.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.consult_model_type-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.consult_model_type-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Matching format.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.consult_model_type-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.consult_model_type-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>str</p>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.consult_model_type-raises">Raises<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.consult_model_type-raises" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><strong>ValueError</strong> – Raised if there is no matching format.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.optimizer.Optimizer.from_argparse">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_argparse</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.from_argparse.dataset" title="kenning.core.optimizer.Optimizer.from_argparse.dataset (Python parameter) — The dataset object that is optionally used for optimization."><span class="n"><span class="pre">dataset</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Dataset</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.from_argparse.args" title="kenning.core.optimizer.Optimizer.from_argparse.args (Python parameter) — Arguments from ArgumentParser object."><span class="n"><span class="pre">args</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Namespace</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.optimizer.Optimizer" title="kenning.core.optimizer.Optimizer (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Optimizer</span></a></span></span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_argparse" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from argparse args.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.from_argparse-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_argparse-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.optimizer.Optimizer.from_argparse.dataset"><span class="sig-name descname">dataset</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[<a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC">Dataset</a>]</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_argparse.dataset" title="Permalink to this definition">¶</a></dt><dd><p>The dataset object that is optionally used for optimization.</p>
+</dd>
+<dt id="kenning.core.optimizer.Optimizer.from_argparse.args"><span class="sig-name descname">args</span><span class="p"> : </span><span class="desctype"><span class="desctype">Namespace</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_argparse.args" title="Permalink to this definition">¶</a></dt><dd><p>Arguments from ArgumentParser object.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.from_argparse-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_argparse-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Optimizer.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.from_argparse-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_argparse-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.optimizer.Optimizer" title="kenning.core.optimizer.Optimizer (Python class) — Bases: ArgumentsHandler, ABC">Optimizer</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.optimizer.Optimizer.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.from_json.json_dict" title="kenning.core.optimizer.Optimizer.from_json.json_dict (Python parameter) — Arguments for the constructor."><span class="n"><span class="pre">json_dict</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.from_json.dataset" title="kenning.core.optimizer.Optimizer.from_json.dataset (Python parameter) — The dataset object that is optionally used for optimization."><span class="n"><span class="pre">dataset</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Dataset</span></a><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.optimizer.Optimizer" title="kenning.core.optimizer.Optimizer (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Optimizer</span></a></span></span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from json dict.</p>
+<p>This function checks if the given dictionary is valid according
+to the <code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> defined.
+If it is then it invokes the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.optimizer.Optimizer.from_json.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_json.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>Arguments for the constructor.</p>
+</dd>
+<dt id="kenning.core.optimizer.Optimizer.from_json.dataset"><span class="sig-name descname">dataset</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[<a class="reference internal" href="#kenning.core.dataset.Dataset" title="kenning.core.dataset.Dataset (Python class) — Bases: ArgumentsHandler, ABC">Dataset</a>]</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_json.dataset" title="Permalink to this definition">¶</a></dt><dd><p>The dataset object that is optionally used for optimization.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Optimizer.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.optimizer.Optimizer" title="kenning.core.optimizer.Optimizer (Python class) — Bases: ArgumentsHandler, ABC">Optimizer</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.optimizer.Optimizer.get_framework_and_version">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_framework_and_version</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_framework_and_version" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns name of the framework and its version in a form of a tuple.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.get_framework_and_version-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_framework_and_version-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Framework name and version.</p>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.get_framework_and_version-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_framework_and_version-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple[str, str]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.optimizer.Optimizer.get_input_formats">
+<span class="sig-name descname"><span class="pre">get_input_formats</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_input_formats" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns list of names of possible input formats.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.get_input_formats-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_input_formats-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Names of possible input formats.</p>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.get_input_formats-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_input_formats-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List[str]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.optimizer.Optimizer.get_output_formats">
+<span class="sig-name descname"><span class="pre">get_output_formats</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_output_formats" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns list of names of possible output formats.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.get_output_formats-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_output_formats-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List of possible output formats.</p>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.get_output_formats-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_output_formats-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List[str]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.optimizer.Optimizer.get_spec_path">
+<em class="property"><span class="pre">static</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">get_spec_path</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.get_spec_path.model_path" title="kenning.core.optimizer.Optimizer.get_spec_path.model_path (Python parameter) — Path where the model is saved."><span class="n"><span class="pre">model_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_spec_path" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns input/output specification path for the model
+saved in <cite>model_path</cite>. It concatenates <cite>model_path</cite> and <cite>.json</cite>.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.get_spec_path-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_spec_path-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.optimizer.Optimizer.get_spec_path.model_path"><span class="sig-name descname">model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">PathOrURI</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_spec_path.model_path" title="Permalink to this definition">¶</a></dt><dd><p>Path where the model is saved.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.get_spec_path-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_spec_path-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Path to the input/output specification of a given model.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.get_spec_path-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.get_spec_path-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>PathOrURI</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.optimizer.Optimizer.load_io_specification">
+<span class="sig-name descname"><span class="pre">load_io_specification</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.load_io_specification.model_path" title="kenning.core.optimizer.Optimizer.load_io_specification.model_path (Python parameter) — Path to the model which specification the function should read."><span class="n"><span class="pre">model_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.load_io_specification" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns saved input and output specification of a model
+saved in <cite>model_path</cite> if there is one. Otherwise returns None.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.load_io_specification-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.load_io_specification-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.optimizer.Optimizer.load_io_specification.model_path"><span class="sig-name descname">model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">PathOrURI</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.load_io_specification.model_path" title="Permalink to this definition">¶</a></dt><dd><p>Path to the model which specification the function should read.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.optimizer.Optimizer.load_io_specification-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.load_io_specification-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Specification of a model saved
+in <cite>model_path</cite> if there is one. None otherwise.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.load_io_specification-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.load_io_specification-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Optional[Dict[str, List[Dict]]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.optimizer.Optimizer.save_io_specification">
+<span class="sig-name descname"><span class="pre">save_io_specification</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.save_io_specification.input_model_path" title="kenning.core.optimizer.Optimizer.save_io_specification.input_model_path (Python parameter) — Path to the input model."><span class="n"><span class="pre">input_model_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.optimizer.Optimizer.save_io_specification.io_spec" title="kenning.core.optimizer.Optimizer.save_io_specification.io_spec (Python parameter) — Specification of the input/ouput layers."><span class="n"><span class="pre">io_spec</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.save_io_specification" title="Permalink to this definition">¶</a></dt>
+<dd><p>Internal function that saves input/output model specification
+which is used during both inference and compilation. If <cite>io_spec</cite>
+is None, the function uses specification of an input model
+stored in <cite>input_model_path</cite> + <cite>.json</cite>. If there is no specification
+stored in this path the function does not do anything.</p>
+<p>The input/output specification is a list of dictionaries mapping
+properties names to their values. Legal properties names are <cite>dtype</cite>,
+<cite>prequantized_dtype</cite>, <cite>shape</cite>, <cite>name</cite>, <cite>scale</cite>, <cite>zero_point</cite>.</p>
+<p>The order of the layers has to be preserved.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.optimizer.Optimizer.save_io_specification-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.save_io_specification-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.optimizer.Optimizer.save_io_specification.input_model_path"><span class="sig-name descname">input_model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">PathOrURI</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.save_io_specification.input_model_path" title="Permalink to this definition">¶</a></dt><dd><p>Path to the input model.</p>
+</dd>
+<dt id="kenning.core.optimizer.Optimizer.save_io_specification.io_spec"><span class="sig-name descname">io_spec</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[Dict[str, List[Dict]]]</span></span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.save_io_specification.io_spec" title="Permalink to this definition">¶</a></dt><dd><p>Specification of the input/ouput layers.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.optimizer.Optimizer.set_compiled_model_path">
+<span class="sig-name descname"><span class="pre">set_compiled_model_path</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">compiled_model_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.set_compiled_model_path" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sets path for compiled model.</p>
+<dl class="simple">
+<dt>compiled_model_path<span class="classifier">PathOrURI</span></dt><dd><p>Path to be set.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.optimizer.Optimizer.set_input_type">
+<span class="sig-name descname"><span class="pre">set_input_type</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">inputtype</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.optimizer.Optimizer.set_input_type" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sets input type of the model for the compiler.</p>
+<dl class="simple">
+<dt>inputtype<span class="classifier">str</span></dt><dd><p>Path to be set.</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="runtime"><span id="runtime-api"></span>Runtime<a class="headerlink" href="#runtime" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.core.runtime.Runtime</span></code> class provides interfaces for methods for running compiled models locally or remotely on a target device.
+Runtimes are usually compiler-specific (frameworks for deep learning compilers provide runtime libraries to run compiled models on particular hardware).</p>
+<p>The client (host) side of the <code class="docutils literal notranslate"><span class="pre">Runtime</span></code> class utilizes the methods from <a class="reference internal" href="#dataset-api"><span class="std std-ref">Dataset</span></a>, <a class="reference internal" href="#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> and <a class="reference internal" href="#protocol-api"><span class="std std-ref">Protocol</span></a> classes to run inference on a target device.
+The server (target) side of the <code class="docutils literal notranslate"><span class="pre">Runtime</span></code> class requires method implementation for:</p>
+<ul class="simple">
+<li><p>loading a model delivered by the client,</p></li>
+<li><p>preparing inputs delivered by the client,</p></li>
+<li><p>running inference,</p></li>
+<li><p>preparing outputs for delivery to the client,</p></li>
+<li><p>(optionally) sending inference statistics.</p></li>
+</ul>
+<p>Runtime examples:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/runtimes/tflite.py">TFLiteRuntime</a> for models compiled with TensorFlow Lite,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/runtimes/tvm.py">TVMRuntime</a> for models compiled with TVM.</p></li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.runtime.Runtime">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.runtime.</span></span><span class="sig-name descname"><span class="pre">Runtime</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">disable_performance_measurements</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">False</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.runtime.Runtime" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#kenning.utils.args_manager.ArgumentsHandler" title="kenning.utils.args_manager.ArgumentsHandler (Python class) — Bases: ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">ArgumentsHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Runtime object provides an API for testing inference on target devices.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.extract_output">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">extract_output</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.extract_output" title="Permalink to this definition">¶</a></dt>
+<dd><p>Extracts and postprocesses the output of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.extract_output-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.extract_output-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Postprocessed and reordered outputs of the model.</p>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.extract_output-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.extract_output-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List[Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.from_argparse">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_argparse</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.from_argparse.args" title="kenning.core.runtime.Runtime.from_argparse.args (Python parameter) — Arguments from ArgumentParser object."><span class="n"><span class="pre">args</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Namespace</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.runtime.Runtime" title="kenning.core.runtime.Runtime (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Runtime</span></a></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_argparse" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from argparse args.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.from_argparse-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_argparse-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.from_argparse.args"><span class="sig-name descname">args</span><span class="p"> : </span><span class="desctype"><span class="desctype">Namespace</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_argparse.args" title="Permalink to this definition">¶</a></dt><dd><p>Arguments from ArgumentParser object.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.from_argparse-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_argparse-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Runtime.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.from_argparse-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_argparse-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.runtime.Runtime" title="kenning.core.runtime.Runtime (Python class) — Bases: ArgumentsHandler, ABC">Runtime</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.from_json.json_dict" title="kenning.core.runtime.Runtime.from_json.json_dict (Python parameter) — Arguments for the constructor."><span class="n"><span class="pre">json_dict</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.runtime.Runtime" title="kenning.core.runtime.Runtime (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Runtime</span></a></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from json dict.</p>
+<p>This function checks if the given dictionary is valid according
+to the <code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> defined.
+If it is then it invokes the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.from_json.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_json.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>Arguments for the constructor.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Runtime.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.runtime.Runtime" title="kenning.core.runtime.Runtime (Python class) — Bases: ArgumentsHandler, ABC">Runtime</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.get_input_formats">
+<span class="sig-name descname"><span class="pre">get_input_formats</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_input_formats" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns list of names of possible input formats names.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.get_input_formats-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_input_formats-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List of possible input format names.</p>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.get_input_formats-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_input_formats-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List[str]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.get_io_spec_path">
+<span class="sig-name descname"><span class="pre">get_io_spec_path</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.get_io_spec_path.model_path" title="kenning.core.runtime.Runtime.get_io_spec_path.model_path (Python parameter) — URI to the compiled model."><span class="n"><span class="pre">model_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Path</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_io_spec_path" title="Permalink to this definition">¶</a></dt>
+<dd><p>Gets path to a input/output specification file which is
+<cite>model_path</cite> and <cite>.json</cite> concatenated.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.get_io_spec_path-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_io_spec_path-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.get_io_spec_path.model_path"><span class="sig-name descname">model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">PathOrURI</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_io_spec_path.model_path" title="Permalink to this definition">¶</a></dt><dd><p>URI to the compiled model.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.get_io_spec_path-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_io_spec_path-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Returns path to the specification.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.get_io_spec_path-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_io_spec_path-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Path</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.get_time">
+<span class="sig-name descname"><span class="pre">get_time</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">float</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_time" title="Permalink to this definition">¶</a></dt>
+<dd><p>Gets the current timestamp.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.get_time-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_time-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Current timestamp.</p>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.get_time-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.get_time-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>float</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.runtime.Runtime.infer">
+<span class="sig-name descname"><span class="pre">infer</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.infer.X" title="kenning.core.runtime.Runtime.infer.X (Python parameter) — Batch of data provided for inference."><span class="n"><span class="pre">X</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">ndarray</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.infer.model_wrapper" title="kenning.core.runtime.Runtime.infer.model_wrapper (Python parameter) — Model that is executed on target hardware."><span class="n"><span class="pre">model_wrapper</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><a class="reference internal" href="#kenning.core.model.ModelWrapper" title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><span class="pre">ModelWrapper</span></a></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.infer.postprocess" title="kenning.core.runtime.Runtime.infer.postprocess (Python parameter) — Indicates if model output should be postprocessed."><span class="n"><span class="pre">postprocess</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bool</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">True</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.infer" title="Permalink to this definition">¶</a></dt>
+<dd><p>Runs inference on single batch locally using a given runtime.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.infer-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.infer-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.infer.X"><span class="sig-name descname">X</span><span class="p"> : </span><span class="desctype"><span class="desctype">np.ndarray</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.infer.X" title="Permalink to this definition">¶</a></dt><dd><p>Batch of data provided for inference.</p>
+</dd>
+<dt id="kenning.core.runtime.Runtime.infer.model_wrapper"><span class="sig-name descname">model_wrapper</span><span class="p"> : </span><span class="desctype"><span class="desctype"><a class="reference internal" href="#kenning.core.model.ModelWrapper" title="kenning.core.model.ModelWrapper (Python class) — Bases: IOInterface, ArgumentsHandler, ABC">ModelWrapper</a></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.infer.model_wrapper" title="Permalink to this definition">¶</a></dt><dd><p>Model that is executed on target hardware.</p>
+</dd>
+<dt id="kenning.core.runtime.Runtime.infer.postprocess"><span class="sig-name descname">postprocess</span><span class="p"> : </span><span class="desctype"><span class="desctype">bool</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.infer.postprocess" title="Permalink to this definition">¶</a></dt><dd><p>Indicates if model output should be postprocessed.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.infer-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.infer-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Obtained values.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.infer-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.infer-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.inference_session_end">
+<span class="sig-name descname"><span class="pre">inference_session_end</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.runtime.Runtime.inference_session_end" title="Permalink to this definition">¶</a></dt>
+<dd><p>Calling this function indicates that the inference session has ended.</p>
+<p>This method should be called once all the inference data is sent to
+the server by the client.</p>
+<p>This will stop performance tracking.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.inference_session_start">
+<span class="sig-name descname"><span class="pre">inference_session_start</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.runtime.Runtime.inference_session_start" title="Permalink to this definition">¶</a></dt>
+<dd><p>Calling this function indicates that the client is connected.</p>
+<p>This method should be called once the client has connected to a server.</p>
+<p>This will enable performance tracking.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.load_input">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">load_input</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.load_input.input_data" title="kenning.core.runtime.Runtime.load_input.input_data (Python parameter) — Input data in bytes delivered by the client, preprocessed."><span class="n"><span class="pre">input_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">ndarray</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input" title="Permalink to this definition">¶</a></dt>
+<dd><p>Loads and converts delivered data to the accelerator for inference.</p>
+<p>This method is called when the input is received from the client.
+It is supposed to prepare input before running inference.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.load_input-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.load_input.input_data"><span class="sig-name descname">input_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">List[np.ndarray]</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input.input_data" title="Permalink to this definition">¶</a></dt><dd><p>Input data in bytes delivered by the client, preprocessed.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.load_input-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if succeeded.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.load_input-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.load_input-raises">Raises<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input-raises" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><strong>ModelNotLoadedError :</strong> – Raised if model is not loaded.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.load_input_from_bytes">
+<span class="sig-name descname"><span class="pre">load_input_from_bytes</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.load_input_from_bytes.input_data" title="kenning.core.runtime.Runtime.load_input_from_bytes.input_data (Python parameter) — Input data in bytes delivered by the client."><span class="n"><span class="pre">input_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bytes</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input_from_bytes" title="Permalink to this definition">¶</a></dt>
+<dd><p>The method accepts <cite>input_data</cite> in bytes and loads it
+according to the input specification.</p>
+<p>It creates <cite>np.ndarray</cite> for every input layer using the metadata
+in <cite>self.input_spec</cite> and quantizes the data if needed.</p>
+<p>Some compilers can change the order of the layers. If that’s the case
+the method also reorders the layers to match
+the specification of the model.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.load_input_from_bytes-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input_from_bytes-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.load_input_from_bytes.input_data"><span class="sig-name descname">input_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">bytes</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input_from_bytes.input_data" title="Permalink to this definition">¶</a></dt><dd><p>Input data in bytes delivered by the client.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.load_input_from_bytes-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input_from_bytes-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Output of the <cite>load_input</cite> method indicating if the operation
+succeeded.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.load_input_from_bytes-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input_from_bytes-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.load_input_from_bytes-raises">Raises<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.load_input_from_bytes-raises" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><strong>AttributeError</strong> – Raised if output specification is not loaded.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.postprocess_output">
+<span class="sig-name descname"><span class="pre">postprocess_output</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.postprocess_output.results" title="kenning.core.runtime.Runtime.postprocess_output.results (Python parameter) — List of outputs of the model."><span class="n"><span class="pre">results</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">ndarray</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">ndarray</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.postprocess_output" title="Permalink to this definition">¶</a></dt>
+<dd><p>The method accepts output of the model and postprocesses it.</p>
+<p>The output is quantized and converted to a correct dtype if needed.</p>
+<p>Some compilers can change the order of the layers. If that’s the case
+the methods also reorders the output to match the original
+order of the model before compilation.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.postprocess_output-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.postprocess_output-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.postprocess_output.results"><span class="sig-name descname">results</span><span class="p"> : </span><span class="desctype"><span class="desctype">List[np.ndarray]</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.postprocess_output.results" title="Permalink to this definition">¶</a></dt><dd><p>List of outputs of the model.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.postprocess_output-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.postprocess_output-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Postprocessed and reordered outputs of the model.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.postprocess_output-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.postprocess_output-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[np.ndarray]</p>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.postprocess_output-raises">Raises<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.postprocess_output-raises" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><strong>AttributeError :</strong> – Raised if output specification is not loaded.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.prepare_io_specification">
+<span class="sig-name descname"><span class="pre">prepare_io_specification</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.prepare_io_specification.input_data" title="kenning.core.runtime.Runtime.prepare_io_specification.input_data (Python parameter) — The io_specification` or None, if it should be loaded from another source."><span class="n"><span class="pre">input_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bytes</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_io_specification" title="Permalink to this definition">¶</a></dt>
+<dd><p>Receives the io_specification from the client in bytes and saves
+it for later use.</p>
+<p><code class="docutils literal notranslate"><span class="pre">input_data</span></code> stores the io_specification representation in bytes.
+If <code class="docutils literal notranslate"><span class="pre">input_data</span></code> is None, the io_specification is extracted
+from another source (i.e. from existing file). If it can not be
+found in this path, io_specification is not loaded.</p>
+<p>When no specification file is found, the function returns True as some
+Runtimes may not need io_specification to run the inference.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.prepare_io_specification-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_io_specification-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.prepare_io_specification.input_data"><span class="sig-name descname">input_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[bytes]</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_io_specification.input_data" title="Permalink to this definition">¶</a></dt><dd><p>The io_specification` or None, if it should be loaded
+from another source.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.prepare_io_specification-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_io_specification-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if succeeded.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.prepare_io_specification-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_io_specification-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.prepare_local">
+<span class="sig-name descname"><span class="pre">prepare_local</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_local" title="Permalink to this definition">¶</a></dt>
+<dd><p>Runs initialization for the local inference.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.prepare_local-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_local-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>True if initialized successfully.</p>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.prepare_local-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_local-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.prepare_model">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prepare_model</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.prepare_model.input_data" title="kenning.core.runtime.Runtime.prepare_model.input_data (Python parameter) — Model data or None, if the model should be loaded from another source."><span class="n"><span class="pre">input_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bytes</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_model" title="Permalink to this definition">¶</a></dt>
+<dd><p>Receives the model to infer from the client in bytes.</p>
+<p>The method should load bytes with the model, optionally save to file
+and allocate the model on target device for inference.</p>
+<p><code class="docutils literal notranslate"><span class="pre">input_data</span></code> stores the model representation in bytes.
+If <code class="docutils literal notranslate"><span class="pre">input_data</span></code> is None, the model is extracted from another source
+(i.e. from existing file).</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.prepare_model-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_model-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.prepare_model.input_data"><span class="sig-name descname">input_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[bytes]</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_model.input_data" title="Permalink to this definition">¶</a></dt><dd><p>Model data or None, if the model should be loaded from another
+source.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.prepare_model-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_model-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if succeeded.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.prepare_model-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.prepare_model-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.preprocess_input">
+<span class="sig-name descname"><span class="pre">preprocess_input</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.preprocess_input.input_data" title="kenning.core.runtime.Runtime.preprocess_input.input_data (Python parameter) — Input data to be preprocessed."><span class="n"><span class="pre">input_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">ndarray</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">ndarray</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.preprocess_input" title="Permalink to this definition">¶</a></dt>
+<dd><p>Reshapes input data to the format expected by the model.
+Applies quantization if needed.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.preprocess_input-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.preprocess_input-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.preprocess_input.input_data"><span class="sig-name descname">input_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">List[np.ndarray]</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.preprocess_input.input_data" title="Permalink to this definition">¶</a></dt><dd><p>Input data to be preprocessed.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.preprocess_input-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.preprocess_input-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List of preprocessed input data.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.preprocess_input-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.preprocess_input-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[np.ndarray]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.read_io_specification">
+<span class="sig-name descname"><span class="pre">read_io_specification</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.read_io_specification.io_spec" title="kenning.core.runtime.Runtime.read_io_specification.io_spec (Python parameter) — Specification of the input/output layers."><span class="n"><span class="pre">io_spec</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.runtime.Runtime.read_io_specification" title="Permalink to this definition">¶</a></dt>
+<dd><p>Saves input/output specification so that it can be used during
+the inference.</p>
+<p><cite>input_spec</cite> and <cite>output_spec</cite> are lists, where every
+element is a dictionary mapping (property name) -&gt; (property value)
+for the layers.</p>
+<p>The standard property names are: <cite>name</cite>, <cite>dtype</cite> and <cite>shape</cite>.</p>
+<p>If the model is quantized it also has <cite>scale</cite>, <cite>zero_point</cite> and
+<cite>prequantized_dtype</cite> properties.</p>
+<p>If the layers of the model are reorder it also has <cite>order</cite> property.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.read_io_specification-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.read_io_specification-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.read_io_specification.io_spec"><span class="sig-name descname">io_spec</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.read_io_specification.io_spec" title="Permalink to this definition">¶</a></dt><dd><p>Specification of the input/output layers.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.run">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.runtime.Runtime.run" title="Permalink to this definition">¶</a></dt>
+<dd><p>Runs inference on prepared input.</p>
+<p>The input should be introduced in runtime’s model representation, or
+it should be delivered using a variable that was assigned in
+load_input method.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.run-raises">Raises<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.run-raises" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><strong>ModelNotLoadedError :</strong> – Raised if model is not loaded.</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.upload_output">
+<span class="sig-name descname"><span class="pre">upload_output</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.upload_output.input_data" title="kenning.core.runtime.Runtime.upload_output.input_data (Python parameter) — Not used here."><span class="n"><span class="pre">input_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bytes</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bytes</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_output" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the output to the client, in bytes.</p>
+<p>The method converts the direct output from the model to bytes and
+returns them.</p>
+<p>The wrapper later sends the data to the client.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.upload_output-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_output-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.upload_output.input_data"><span class="sig-name descname">input_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">bytes</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_output.input_data" title="Permalink to this definition">¶</a></dt><dd><p>Not used here.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.upload_output-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_output-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Data to send to the client.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.upload_output-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_output-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bytes</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.runtime.Runtime.upload_stats">
+<span class="sig-name descname"><span class="pre">upload_stats</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.runtime.Runtime.upload_stats.input_data" title="kenning.core.runtime.Runtime.upload_stats.input_data (Python parameter) — Not used here."><span class="n"><span class="pre">input_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bytes</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bytes</span></span></span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_stats" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns statistics of inference passes to the client.</p>
+<p>Default implementation converts collected metrics in
+MeasurementsCollector to JSON format and returns them for sending.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.runtime.Runtime.upload_stats-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_stats-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.runtime.Runtime.upload_stats.input_data"><span class="sig-name descname">input_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">bytes</span></span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_stats.input_data" title="Permalink to this definition">¶</a></dt><dd><p>Not used here.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.runtime.Runtime.upload_stats-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_stats-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Statistics to be sent to the client.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.runtime.Runtime.upload_stats-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.runtime.Runtime.upload_stats-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bytes</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="protocol"><span id="protocol-api"></span>Protocol<a class="headerlink" href="#protocol" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.core.protocol.Protocol</span></code> class conducts communication between the client (host) and the server (target).</p>
+<p>The Protocol class requires method implementation for:</p>
+<ul class="simple">
+<li><p>initializing the server and the client (communication-wise),</p></li>
+<li><p>waiting for the incoming data,</p></li>
+<li><p>data sending,</p></li>
+<li><p>data receiving,</p></li>
+<li><p>uploading model inputs to the server,</p></li>
+<li><p>uploading the model to the server,</p></li>
+<li><p>requesting inference on target,</p></li>
+<li><p>downloading outputs from the server,</p></li>
+<li><p>(optionally) downloading the statistics from the server (e.g. performance speed, CPU/GPU utilization, power consumption),</p></li>
+<li><p>success or failure notifications from the server,</p></li>
+<li><p>message parsing.</p></li>
+</ul>
+<p>Based on the above-mentioned methods, the <code class="docutils literal notranslate"><span class="pre">kenning.core.runtime.Runtime</span></code> connects the host with the target.</p>
+<p>Protocol examples:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/protocols/network.py">NetworkProtocol</a> - implements a TCP-based communication between the host and the client.</p></li>
+</ul>
+<h3 id="protocol-specification"><span id="protocol-spec"></span>Protocol specification<a class="headerlink" href="#protocol-specification" title="Permalink to this heading">¶</a></h3>
+<p>The communication protocol is message-based.
+Possible messages are:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">OK</span></code> messages - indicate success, and may come with additional information,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">ERROR</span></code> messages - indicate failure,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">DATA</span></code> messages - provide input data for inference,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">MODEL</span></code> messages - provide model to load for inference,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">PROCESS</span></code> messages - request processing inputs delivered in <code class="docutils literal notranslate"><span class="pre">DATA</span></code> message,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">OUTPUT</span></code> messages - request processing results,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">STATS</span></code> messages - request statistics from the target device.</p></li>
+</ul>
+<p>The message types and enclosed data are encoded in a format implemented in the <code class="docutils literal notranslate"><span class="pre">kenning.core.protocol.Protocol</span></code>-based class.</p>
+<p>Communication during an inference benchmark session goes as follows:</p>
+<ul class="simple">
+<li><p>The client (host) connects to the server (target),</p></li>
+<li><p>The client sends a <code class="docutils literal notranslate"><span class="pre">MODEL</span></code> request along with the compiled model,</p></li>
+<li><p>The server loads the model from request, prepares everything to run the model and sends an <code class="docutils literal notranslate"><span class="pre">OK</span></code> response,</p></li>
+<li><p>After receiving the <code class="docutils literal notranslate"><span class="pre">OK</span></code> response from the server, the client starts reading input samples from the dataset, preprocesses the inputs, and sends a <code class="docutils literal notranslate"><span class="pre">DATA</span></code> request with the preprocessed input,</p></li>
+<li><p>Upon receiving the <code class="docutils literal notranslate"><span class="pre">DATA</span></code> request, the server stores the input for inference, and sends an <code class="docutils literal notranslate"><span class="pre">OK</span></code> message,</p></li>
+<li><p>Upon receiving confirmation, the client sends a <code class="docutils literal notranslate"><span class="pre">PROCESS</span></code> request,</p></li>
+<li><p>Just after receiving the <code class="docutils literal notranslate"><span class="pre">PROCESS</span></code> request, the server should send an <code class="docutils literal notranslate"><span class="pre">OK</span></code> message to confirm start of inference, and just after the inference is finished, the server should send another <code class="docutils literal notranslate"><span class="pre">OK</span></code> message to confirm that the inference has finished,</p></li>
+<li><p>After receiving the first <code class="docutils literal notranslate"><span class="pre">OK</span></code> message, the client starts measuring inference time until the second <code class="docutils literal notranslate"><span class="pre">OK</span></code> response is received,</p></li>
+<li><p>The client sends an <code class="docutils literal notranslate"><span class="pre">OUTPUT</span></code> request in order to receive the outputs from the server,</p></li>
+<li><p>The server sends an <code class="docutils literal notranslate"><span class="pre">OK</span></code> message along with the output data,</p></li>
+<li><p>The client parses the output and evaluates model performance,</p></li>
+<li><p>The client sends a <code class="docutils literal notranslate"><span class="pre">STATS</span></code> request to obtain additional statistics (inference time, CPU/GPU/Memory utilization) from the server,</p></li>
+<li><p>If the server provides any statistics, it sends an <code class="docutils literal notranslate"><span class="pre">OK</span></code> message with the data,</p></li>
+<li><p>The same process applies to the rest of input samples.</p></li>
+</ul>
+<p>The way the message type is determined and the data between the server and the client is sent depends on the implementation of the <code class="docutils literal notranslate"><span class="pre">kenning.core.protocol.Protocol</span></code> class.
+The implementation of running inference on the given target is contained within the <code class="docutils literal notranslate"><span class="pre">kenning.core.runtime.Runtime</span></code> class.</p>
+<h3 id="id1">Protocol<a class="headerlink" href="#id1" title="Permalink to this heading">¶</a></h3>
+<p><code class="docutils literal notranslate"><span class="pre">kenning.core.protocol.Protocol</span></code>-based classes implement the <a class="reference internal" href="#protocol-spec"><span class="std std-ref">Protocol specification</span></a> in a given means of transport, e.g. TCP connection or UART.
+It requires method implementation for:</p>
+<ul class="simple">
+<li><p>server (target hardware) and client (compiling host) initialization,</p></li>
+<li><p>sending and receiving data,</p></li>
+<li><p>connecting and disconnecting,</p></li>
+<li><p>model upload (host) and download (target hardware),</p></li>
+<li><p>message parsing and creation.</p></li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.protocol.</span></span><span class="sig-name descname"><span class="pre">Protocol</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#kenning.utils.args_manager.ArgumentsHandler" title="kenning.utils.args_manager.ArgumentsHandler (Python class) — Bases: ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">ArgumentsHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>The interface for the communication protocol with the target devices.</p>
+<p>The target device acts as a server in the communication.</p>
+<p>The machine that runs the benchmark and collects the results is the client
+for the target device.</p>
+<p>The inheriting classes for this class implement at least the client-side
+of the communication with the target device.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.disconnect">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">disconnect</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.protocol.Protocol.disconnect" title="Permalink to this definition">¶</a></dt>
+<dd><p>Ends connection with the other side.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.download_output">
+<span class="sig-name descname"><span class="pre">download_output</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">bool</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">bytes</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.download_output" title="Permalink to this definition">¶</a></dt>
+<dd><p>Downloads the outputs from the target device.</p>
+<p>Requests and downloads the latest inference output from the target
+device for quality measurements.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.download_output-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.download_output-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Tuple with download status (True if successful)
+and downloaded data.</p>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.download_output-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.download_output-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple[bool, Optional[bytes]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.download_statistics">
+<span class="sig-name descname"><span class="pre">download_statistics</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing."><span class="pre">Measurements</span></a></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.download_statistics" title="Permalink to this definition">¶</a></dt>
+<dd><p>Downloads inference statistics from the target device.</p>
+<p>By default no statistics are gathered.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.download_statistics-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.download_statistics-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Inference statistics on target device.</p>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.download_statistics-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.download_statistics-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing.">Measurements</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.from_argparse">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_argparse</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.from_argparse.args" title="kenning.core.protocol.Protocol.from_argparse.args (Python parameter) — Arguments from Protocol object."><span class="n"><span class="pre">args</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Namespace</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.protocol.Protocol" title="kenning.core.protocol.Protocol (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Protocol</span></a></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_argparse" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from argparse args.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.from_argparse-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_argparse-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.from_argparse.args"><span class="sig-name descname">args</span><span class="p"> : </span><span class="desctype"><span class="desctype">Namespace</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_argparse.args" title="Permalink to this definition">¶</a></dt><dd><p>Arguments from Protocol object.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.from_argparse-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_argparse-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Protocol.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.from_argparse-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_argparse-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.protocol.Protocol" title="kenning.core.protocol.Protocol (Python class) — Bases: ArgumentsHandler, ABC">Protocol</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.from_json.json_dict" title="kenning.core.protocol.Protocol.from_json.json_dict (Python parameter) — Arguments for the constructor."><span class="n"><span class="pre">json_dict</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.protocol.Protocol" title="kenning.core.protocol.Protocol (Python class) — Bases: ArgumentsHandler, ABC"><span class="pre">Protocol</span></a></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from json dict.</p>
+<p>This function checks if the given dictionary is valid according
+to the <code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> defined.
+If it is then it invokes the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.from_json.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_json.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>Arguments for the constructor.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Object of class Protocol.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.core.protocol.Protocol" title="kenning.core.protocol.Protocol (Python class) — Bases: ArgumentsHandler, ABC">Protocol</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.protocol.Protocol.gather_data">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">gather_data</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.gather_data.timeout" title="kenning.core.protocol.Protocol.gather_data.timeout (Python parameter) — Receive timeout in seconds. If timeout &gt; 0, this specifies the maximum wait time, in seconds. If timeout &lt;= 0, the call won't block, and will report the currently ready file objects. If timeout is None, the call will block until a monitored file object becomes ready."><span class="n"><span class="pre">timeout</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">ServerStatus</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.gather_data" title="Permalink to this definition">¶</a></dt>
+<dd><p>Gathers data from the client.</p>
+<p>This method should be called by receive_message in order to get data
+from the client.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.gather_data-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.gather_data-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.gather_data.timeout"><span class="sig-name descname">timeout</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[float]</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.gather_data.timeout" title="Permalink to this definition">¶</a></dt><dd><p>Receive timeout in seconds. If timeout &gt; 0, this specifies the
+maximum wait time, in seconds. If timeout &lt;= 0, the call won’t
+block, and will report the currently ready file objects. If timeout
+is None, the call will block until a monitored file object becomes
+ready.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.gather_data-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.gather_data-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Receive status along with received data.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.gather_data-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.gather_data-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Tuple[ServerStatus, Optional[Any]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.initialize_client">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize_client</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.initialize_client" title="Permalink to this definition">¶</a></dt>
+<dd><p>Initializes client side of the protocol.</p>
+<p>The client side is supposed to run on host testing the target hardware.</p>
+<p>The parameters for the client should be provided in the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.initialize_client-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.initialize_client-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>True if succeeded.</p>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.initialize_client-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.initialize_client-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.initialize_server">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">initialize_server</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.initialize_server" title="Permalink to this definition">¶</a></dt>
+<dd><p>Initializes server side of the protocol.</p>
+<p>The server side is supposed to run on target hardware.</p>
+<p>The parameters for the server should be provided in the constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.initialize_server-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.initialize_server-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>True if succeeded.</p>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.initialize_server-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.initialize_server-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.receive_confirmation">
+<span class="sig-name descname"><span class="pre">receive_confirmation</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">bool</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">bytes</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_confirmation" title="Permalink to this definition">¶</a></dt>
+<dd><p>Waits until the OK message is received.</p>
+<p>Method waits for the OK message from the other side of connection.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.receive_confirmation-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_confirmation-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>True if OK received and attached message data, False otherwise.</p>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.receive_confirmation-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_confirmation-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple[bool, Optional[bytes]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.protocol.Protocol.receive_data">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">receive_data</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.receive_data.connection" title="kenning.core.protocol.Protocol.receive_data.connection (Python parameter) — Connection used to read data."><span class="n"><span class="pre">connection</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.receive_data.mask" title="kenning.core.protocol.Protocol.receive_data.mask (Python parameter) — Selector mask from the event."><span class="n"><span class="pre">mask</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">ServerStatus</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_data" title="Permalink to this definition">¶</a></dt>
+<dd><p>Receives data from the target device.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.receive_data-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_data-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.receive_data.connection"><span class="sig-name descname">connection</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_data.connection" title="Permalink to this definition">¶</a></dt><dd><p>Connection used to read data.</p>
+</dd>
+<dt id="kenning.core.protocol.Protocol.receive_data.mask"><span class="sig-name descname">mask</span><span class="p"> : </span><span class="desctype"><span class="desctype">int</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_data.mask" title="Permalink to this definition">¶</a></dt><dd><p>Selector mask from the event.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.receive_data-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_data-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Status of receive and optionally data that was received.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.receive_data-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_data-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Tuple[ServerStatus, Optional[Any]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.protocol.Protocol.receive_message">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">receive_message</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.receive_message.timeout" title="kenning.core.protocol.Protocol.receive_message.timeout (Python parameter) — Receive timeout in seconds. If timeout &gt; 0, this specifies the maximum wait time, in seconds. If timeout &lt;= 0, the call won't block, and will report the currently ready file objects. If timeout is None, the call will block until a monitored file object becomes ready."><span class="n"><span class="pre">timeout</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">ServerStatus</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Message</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_message" title="Permalink to this definition">¶</a></dt>
+<dd><p>Waits for incoming data from the other side of connection.</p>
+<p>This method should wait for the input data to arrive and return the
+appropriate status code along with received data.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.receive_message-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_message-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.receive_message.timeout"><span class="sig-name descname">timeout</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[float]</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_message.timeout" title="Permalink to this definition">¶</a></dt><dd><p>Receive timeout in seconds. If timeout &gt; 0, this specifies the
+maximum wait time, in seconds. If timeout &lt;= 0, the call won’t
+block, and will report the currently ready file objects. If timeout
+is None, the call will block until a monitored file object becomes
+ready.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.receive_message-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_message-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple containing server status and received message. The status is
+NOTHING if message is incomplete and DATA_READY if it is complete.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.receive_message-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.receive_message-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Tuple[ServerStatus, Message]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.request_failure">
+<span class="sig-name descname"><span class="pre">request_failure</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_failure" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sends ERROR message back to the client if it failed to handle request.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.request_failure-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_failure-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>True if sent successfully.</p>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.request_failure-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_failure-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.protocol.Protocol.request_optimization">
+<span class="sig-name descname"><span class="pre">request_optimization</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">model_path:</span> <span class="pre">~pathlib.Path</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">get_time_func:</span> <span class="pre">~typing.Callable[[]</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">float]</span> <span class="pre">=</span> <span class="pre">&lt;built-in</span> <span class="pre">function</span> <span class="pre">perf_counter&gt;</span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">bool</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">bytes</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_optimization" title="Permalink to this definition">¶</a></dt>
+<dd><p>Request optimization of model.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.request_optimization-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_optimization-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt><span class="sig-name descname">model_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span></dt><dd><p>Path to the model for optimization.</p>
+</dd>
+<dt><span class="sig-name descname">get_time_func</span><span class="p"> : </span><span class="desctype"><span class="desctype">Callable[[], float]</span></span></dt><dd><p>Function that returns current timestamp.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.request_optimization-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_optimization-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>First element is equal to True if optimization finished
+successfully and the second element contains compiled model.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.request_optimization-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_optimization-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Tuple[bool, Optional[bytes]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.protocol.Protocol.request_processing">
+<span class="sig-name descname"><span class="pre">request_processing</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">get_time_func:</span> <span class="pre">~typing.Callable[[]</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">float]</span> <span class="pre">=</span> <span class="pre">&lt;built-in</span> <span class="pre">function</span> <span class="pre">perf_counter&gt;</span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_processing" title="Permalink to this definition">¶</a></dt>
+<dd><p>Requests processing of input data and waits for acknowledgement.</p>
+<p>This method triggers inference on target device and waits until the end
+of inference on target device is reached.</p>
+<p>This method measures processing time on the target device from the
+level of the host.</p>
+<p>Target may send its own measurements in the statistics.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.request_processing-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_processing-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt><span class="sig-name descname">get_time_func</span><span class="p"> : </span><span class="desctype"><span class="desctype">Callable[[], float]</span></span></dt><dd><p>Function that returns current timestamp.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.request_processing-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_processing-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if inference finished successfully.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.request_processing-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_processing-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.request_success">
+<span class="sig-name descname"><span class="pre">request_success</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.request_success.data" title="kenning.core.protocol.Protocol.request_success.data (Python parameter) — Optional data upon success, if any."><span class="n"><span class="pre">data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bytes</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="sa">b</span><span class="s1">&#39;&#39;</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_success" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sends OK message back to the client once the request is finished.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.request_success-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_success-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.request_success.data"><span class="sig-name descname">data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[bytes]</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_success.data" title="Permalink to this definition">¶</a></dt><dd><p>Optional data upon success, if any.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.request_success-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_success-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if sent successfully.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.request_success-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.request_success-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.send_data">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">send_data</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.send_data.data" title="kenning.core.protocol.Protocol.send_data.data (Python parameter) — Data to send."><span class="n"><span class="pre">data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_data" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sends data to the target device.</p>
+<p>Data can be model to use, input to process, additional configuration.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.send_data-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_data-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.send_data.data"><span class="sig-name descname">data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_data.data" title="Permalink to this definition">¶</a></dt><dd><p>Data to send.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.send_data-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_data-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if successful.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.send_data-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_data-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.send_message">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">send_message</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.send_message.message" title="kenning.core.protocol.Protocol.send_message.message (Python parameter) — Message to be sent."><span class="n"><span class="pre">message</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Message</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_message" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sends message to the target device.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.send_message-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_message-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.send_message.message"><span class="sig-name descname">message</span><span class="p"> : </span><span class="desctype"><span class="desctype">Message</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_message.message" title="Permalink to this definition">¶</a></dt><dd><p>Message to be sent.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.send_message-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_message-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if succeeded.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.send_message-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.send_message-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.upload_input">
+<span class="sig-name descname"><span class="pre">upload_input</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.upload_input.data" title="kenning.core.protocol.Protocol.upload_input.data (Python parameter) — Input data for inference."><span class="n"><span class="pre">data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">bytes</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_input" title="Permalink to this definition">¶</a></dt>
+<dd><p>Uploads input to the target device and waits for acknowledgement.</p>
+<p>This method should wait until the target device confirms the data is
+delivered and preprocessed for inference.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.upload_input-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_input-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.upload_input.data"><span class="sig-name descname">data</span><span class="p"> : </span><span class="desctype"><span class="desctype">bytes</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_input.data" title="Permalink to this definition">¶</a></dt><dd><p>Input data for inference.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.upload_input-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_input-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if ready for inference.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.upload_input-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_input-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.upload_io_specification">
+<span class="sig-name descname"><span class="pre">upload_io_specification</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.upload_io_specification.path" title="kenning.core.protocol.Protocol.upload_io_specification.path (Python parameter) — Path to the json file."><span class="n"><span class="pre">path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_io_specification" title="Permalink to this definition">¶</a></dt>
+<dd><p>Uploads input/output specification to the target device.</p>
+<p>This method takes the specification in a json format from the given
+Path and sends it to the target device.</p>
+<p>This method should receive the status of uploading the data to
+the target.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.upload_io_specification-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_io_specification-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.upload_io_specification.path"><span class="sig-name descname">path</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_io_specification.path" title="Permalink to this definition">¶</a></dt><dd><p>Path to the json file.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.upload_io_specification-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_io_specification-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if data upload finished successfully.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.upload_io_specification-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_io_specification-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.upload_model">
+<span class="sig-name descname"><span class="pre">upload_model</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.upload_model.path" title="kenning.core.protocol.Protocol.upload_model.path (Python parameter) — Path to the model."><span class="n"><span class="pre">path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_model" title="Permalink to this definition">¶</a></dt>
+<dd><p>Uploads the model to the target device.</p>
+<p>This method takes the model from given Path and sends it to the target
+device.</p>
+<p>This method should receive the status of uploading the model from the
+target.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.upload_model-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_model-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.upload_model.path"><span class="sig-name descname">path</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_model.path" title="Permalink to this definition">¶</a></dt><dd><p>Path to the model.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.upload_model-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_model-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if model upload finished successfully.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.upload_model-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_model-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.protocol.Protocol.upload_optimizers">
+<span class="sig-name descname"><span class="pre">upload_optimizers</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.protocol.Protocol.upload_optimizers.optimizers_cfg" title="kenning.core.protocol.Protocol.upload_optimizers.optimizers_cfg (Python parameter) — Config JSON of optimizers."><span class="n"><span class="pre">optimizers_cfg</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_optimizers" title="Permalink to this definition">¶</a></dt>
+<dd><p>Upload optimizers config to the target device.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.protocol.Protocol.upload_optimizers-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_optimizers-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.protocol.Protocol.upload_optimizers.optimizers_cfg"><span class="sig-name descname">optimizers_cfg</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Any]</span></span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_optimizers.optimizers_cfg" title="Permalink to this definition">¶</a></dt><dd><p>Config JSON of optimizers.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.protocol.Protocol.upload_optimizers-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_optimizers-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>True if data upload finished successfully.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.protocol.Protocol.upload_optimizers-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.protocol.Protocol.upload_optimizers-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="dataconverter"><span id="dataconverter-api"></span>DataConverter<a class="headerlink" href="#dataconverter" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">kennning.core.dataconverter.DataConverter</span></code> - based classes are responsible for:</p>
+<ul class="simple">
+<li><p>converting data to the format expected by surrounding block,</p></li>
+<li><p>converting data from the surrounding block format to one previous block excepts.</p></li>
+</ul>
+<p>The <code class="docutils literal notranslate"><span class="pre">DataConverter</span></code> objects are used by <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/utils/pipeline_runner.py">PipelineRunner</a> during inference.</p>
+<p>The available implementations of dataconverter are included in the <code class="docutils literal notranslate"><span class="pre">kenning.dataconverters</span></code> submodule.
+Example implementations:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/dataconverters/modelwrapper_dataconverter.py">ModelWrapperDataConverter</a> implement conversions by utilizing the <a class="reference internal" href="#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a> classes,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/dataconverters/ros2_segmentation_dataconverter.py">ROS2SegmentationDataConverter</a> performs conversions by utilizing ROS2 action for segmentation problems from <a class="reference external" href="https://github.com/antmicro/ros2-kenning-computer-vision-msgs">kenning_computer_vision_msgs</a> repository.</p></li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataconverter.DataConverter">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.dataconverter.</span></span><span class="sig-name descname"><span class="pre">DataConverter</span></span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#kenning.utils.args_manager.ArgumentsHandler" title="kenning.utils.args_manager.ArgumentsHandler (Python class) — Bases: ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">ArgumentsHandler</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Performs conversion of data between two surrounding blocks.</p>
+<p>This class provides an API used by Runtimes during inference execution.</p>
+<p>Each DataConverter should implement methods for:</p>
+<ul class="simple">
+<li><p>converting data from dataset to the format used by the surrounding block.</p></li>
+<li><p>converting data from format used by the surrounding block to the</p></li>
+</ul>
+<p>inference output.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataconverter.DataConverter.to_next_block">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">to_next_block</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataconverter.DataConverter.to_next_block.data" title="kenning.core.dataconverter.DataConverter.to_next_block.data (Python parameter) — Data to be converted."><span class="n"><span class="pre">data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_next_block" title="Permalink to this definition">¶</a></dt>
+<dd><p>Converts data to the format used by the surrounding block.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataconverter.DataConverter.to_next_block-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_next_block-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataconverter.DataConverter.to_next_block.data"><span class="sig-name descname">data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_next_block.data" title="Permalink to this definition">¶</a></dt><dd><p>Data to be converted.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataconverter.DataConverter.to_next_block-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_next_block-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Converted data.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataconverter.DataConverter.to_next_block-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_next_block-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataconverter.DataConverter.to_previous_block">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">to_previous_block</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataconverter.DataConverter.to_previous_block.data" title="kenning.core.dataconverter.DataConverter.to_previous_block.data (Python parameter) — Data to be converted."><span class="n"><span class="pre">data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_previous_block" title="Permalink to this definition">¶</a></dt>
+<dd><p>Converts data from the format used by the surrounding block
+to one previous block expects.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataconverter.DataConverter.to_previous_block-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_previous_block-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataconverter.DataConverter.to_previous_block.data"><span class="sig-name descname">data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_previous_block.data" title="Permalink to this definition">¶</a></dt><dd><p>Data to be converted.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataconverter.DataConverter.to_previous_block-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_previous_block-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Converted data.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataconverter.DataConverter.to_previous_block-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataconverter.DataConverter.to_previous_block-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="measurements"><span id="measurements-api"></span>Measurements<a class="headerlink" href="#measurements" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.core.measurements</span></code> module contains <code class="docutils literal notranslate"><span class="pre">Measurements</span></code> and <code class="docutils literal notranslate"><span class="pre">MeasurementsCollector</span></code> classes for collecting performance and quality metrics.
+<code class="docutils literal notranslate"><span class="pre">Measurements</span></code> is a dict-like object that provides various methods for adding performance metrics, adding values for time series, and updating existing values.</p>
+<p>The dictionary held by <code class="docutils literal notranslate"><span class="pre">Measurements</span></code> requires serializable data, since most scripts save performance results in JSON format for later report generation.</p>
+<span class="target" id="module-kenning.core.measurements"></span><p>Module containing decorators for benchmark data gathering.</p>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.Measurements">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.measurements.</span></span><span class="sig-name descname"><span class="pre">Measurements</span></span><a class="headerlink" href="#kenning.core.measurements.Measurements" title="Permalink to this definition">¶</a></dt>
+<dd><p>Stores benchmark measurements for later processing.</p>
+<p>This is a dict-like object that wraps all processing results for later
+report generation.</p>
+<p>The dictionary in Measurements has measurement type as a key, and list of
+values for given measurement type.</p>
+<p>There can be other values assigned to a given measurement type than list,
+but it requires explicit initialization.</p>
+<dl class="py attribute objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.Measurements.data">
+<span class="sig-name descname"><span class="pre">data</span></span><a class="headerlink" href="#kenning.core.measurements.Measurements.data" title="Permalink to this definition">¶</a></dt>
+<dd><p>Dictionary storing lists of values.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.Measurements.data-type">Type<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.Measurements.data-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.measurements.Measurements.accumulate">
+<span class="sig-name descname"><span class="pre">accumulate</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">measurementtype:</span> <span class="pre">str</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">valuetoadd:</span> <span class="pre">~typing.Any</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">initvaluefunc:</span> <span class="pre">~typing.Callable[[]</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">~typing.Any]</span> <span class="pre">=</span> <span class="pre">&lt;function</span> <span class="pre">Measurements.&lt;lambda&gt;&gt;</span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.Measurements.accumulate" title="Permalink to this definition">¶</a></dt>
+<dd><p>Adds given value to a measurement.</p>
+<p>This function adds given value (it can be integer, float, numpy array,
+or any type that implements iadd operator).</p>
+<p>If it is the first assignment to a given measurement type, the first
+list element is initialized with the <code class="docutils literal notranslate"><span class="pre">initvaluefunc</span></code> (function
+returns the initial value).</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.Measurements.accumulate-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.Measurements.accumulate-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt><span class="sig-name descname">measurementtype</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span></dt><dd><p>The name of the measurement.</p>
+</dd>
+<dt><span class="sig-name descname">valuetoadd</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span></dt><dd><p>New value to add to the measurement.</p>
+</dd>
+<dt><span class="sig-name descname">initvaluefunc</span><span class="p"> : </span><span class="desctype"><span class="desctype">Callable[[], Any]</span></span></dt><dd><p>The initial value of the measurement, default 0.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.measurements.Measurements.add_measurement">
+<span class="sig-name descname"><span class="pre">add_measurement</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">measurementtype:</span> <span class="pre">str</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">value:</span> <span class="pre">~typing.Any</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">initialvaluefunc:</span> <span class="pre">~typing.Callable[[]</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">~typing.Any]</span> <span class="pre">=</span> <span class="pre">&lt;function</span> <span class="pre">Measurements.&lt;lambda&gt;&gt;</span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.Measurements.add_measurement" title="Permalink to this definition">¶</a></dt>
+<dd><p>Add new value to a given measurement type.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.Measurements.add_measurement-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.Measurements.add_measurement-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt><span class="sig-name descname">measurementtype</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span></dt><dd><p>The measurement type to be updated.</p>
+</dd>
+<dt><span class="sig-name descname">value</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span></dt><dd><p>The value to add.</p>
+</dd>
+<dt><span class="sig-name descname">initialvaluefunc</span><span class="p"> : </span><span class="desctype"><span class="desctype">Callable[[], Any]</span></span></dt><dd><p>The initial value for the measurement.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.Measurements.clear">
+<span class="sig-name descname"><span class="pre">clear</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.Measurements.clear" title="Permalink to this definition">¶</a></dt>
+<dd><p>Clears measurement data.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.Measurements.copy">
+<span class="sig-name descname"><span class="pre">copy</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.Measurements.copy" title="Permalink to this definition">¶</a></dt>
+<dd><p>Makes copy of measurements data.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.Measurements.get_values">
+<span class="sig-name descname"><span class="pre">get_values</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.measurements.Measurements.get_values.measurementtype" title="kenning.core.measurements.Measurements.get_values.measurementtype (Python parameter) — The name of the measurement type."><span class="n"><span class="pre">measurementtype</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span></span></span></span><a class="headerlink" href="#kenning.core.measurements.Measurements.get_values" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns list of values for a given measurement type.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.Measurements.get_values-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.Measurements.get_values-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.measurements.Measurements.get_values.measurementtype"><span class="sig-name descname">measurementtype</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.core.measurements.Measurements.get_values.measurementtype" title="Permalink to this definition">¶</a></dt><dd><p>The name of the measurement type.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.measurements.Measurements.get_values-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.Measurements.get_values-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List of values for a given measurement type.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.measurements.Measurements.get_values-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.Measurements.get_values-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.Measurements.initialize_measurement">
+<span class="sig-name descname"><span class="pre">initialize_measurement</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.measurements.Measurements.initialize_measurement.measurement_type" title="kenning.core.measurements.Measurements.initialize_measurement.measurement_type (Python parameter) — The type (name) of the measurement."><span class="n"><span class="pre">measurement_type</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.measurements.Measurements.initialize_measurement.value" title="kenning.core.measurements.Measurements.initialize_measurement.value (Python parameter) — The initial value for the measurement type."><span class="n"><span class="pre">value</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.Measurements.initialize_measurement" title="Permalink to this definition">¶</a></dt>
+<dd><p>Sets the initial value for a given measurement type.</p>
+<p>By default, the initial values for every measurement are empty lists.
+Lists are meant to collect time series data and other probed
+measurements for further analysis.</p>
+<p>In case the data is collected in a different container, it should
+be configured explicitly.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.Measurements.initialize_measurement-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.Measurements.initialize_measurement-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.measurements.Measurements.initialize_measurement.measurement_type"><span class="sig-name descname">measurement_type</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.core.measurements.Measurements.initialize_measurement.measurement_type" title="Permalink to this definition">¶</a></dt><dd><p>The type (name) of the measurement.</p>
+</dd>
+<dt id="kenning.core.measurements.Measurements.initialize_measurement.value"><span class="sig-name descname">value</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.measurements.Measurements.initialize_measurement.value" title="Permalink to this definition">¶</a></dt><dd><p>The initial value for the measurement type.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.Measurements.update_measurements">
+<span class="sig-name descname"><span class="pre">update_measurements</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.measurements.Measurements.update_measurements.other" title="kenning.core.measurements.Measurements.update_measurements.other (Python parameter) — A dictionary or another Measurements object that contains lists in every entry."><span class="n"><span class="pre">other</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing."><span class="pre">Measurements</span></a></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.Measurements.update_measurements" title="Permalink to this definition">¶</a></dt>
+<dd><p>Adds measurements of types given in the other object.</p>
+<p>It requires another Measurements object, or a dictionary that has
+string keys and values that are lists of values. The lists from the
+other object are appended to the lists in this object.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.Measurements.update_measurements-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.Measurements.update_measurements-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.measurements.Measurements.update_measurements.other"><span class="sig-name descname">other</span><span class="p"> : </span><span class="desctype"><span class="desctype">Union[Dict, 'Measurements']</span></span><a class="headerlink" href="#kenning.core.measurements.Measurements.update_measurements.other" title="Permalink to this definition">¶</a></dt><dd><p>A dictionary or another Measurements object that contains lists in
+every entry.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.MeasurementsCollector">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.measurements.</span></span><span class="sig-name descname"><span class="pre">MeasurementsCollector</span></span><a class="headerlink" href="#kenning.core.measurements.MeasurementsCollector" title="Permalink to this definition">¶</a></dt>
+<dd><p>It is a ‘static’ class collecting measurements from various sources.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.MeasurementsCollector.clear">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">clear</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.MeasurementsCollector.clear" title="Permalink to this definition">¶</a></dt>
+<dd><p>Clears measurement data.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.MeasurementsCollector.save_measurements">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">save_measurements</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.measurements.MeasurementsCollector.save_measurements.resultpath" title="kenning.core.measurements.MeasurementsCollector.save_measurements.resultpath (Python parameter) — Path to the saved JSON file."><span class="n"><span class="pre">resultpath</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.MeasurementsCollector.save_measurements" title="Permalink to this definition">¶</a></dt>
+<dd><p>Saves measurements to JSON file.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.MeasurementsCollector.save_measurements-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.MeasurementsCollector.save_measurements-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.measurements.MeasurementsCollector.save_measurements.resultpath"><span class="sig-name descname">resultpath</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span><a class="headerlink" href="#kenning.core.measurements.MeasurementsCollector.save_measurements.resultpath" title="Permalink to this definition">¶</a></dt><dd><p>Path to the saved JSON file.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.measurements.SystemStatsCollector">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.measurements.</span></span><span class="sig-name descname"><span class="pre">SystemStatsCollector</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">prefix</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">step</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mf">0.1</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.SystemStatsCollector" title="Permalink to this definition">¶</a></dt>
+<dd><p>It is a separate thread used for collecting system statistics.</p>
+<p>It collects:</p>
+<ul class="simple">
+<li><p>CPU utilization,</p></li>
+<li><p>RAM utilization,</p></li>
+<li><p>GPU utilization,</p></li>
+<li><p>GPU Memory utilization.</p></li>
+</ul>
+<p>It can be executed in parallel to another function to check its
+utilization of resources.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.SystemStatsCollector.get_measurements">
+<span class="sig-name descname"><span class="pre">get_measurements</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing."><span class="pre">Measurements</span></a></span></span></span><a class="headerlink" href="#kenning.core.measurements.SystemStatsCollector.get_measurements" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns measurements from the thread.</p>
+<p>Collected measurements names are prefixed by the prefix given in the
+constructor.</p>
+<p>The list of measurements:</p>
+<ul class="simple">
+<li><p><cite>&lt;prefix&gt;_cpus_percent</cite>: gives per-core CPU utilization (%),</p></li>
+<li><p><cite>&lt;prefix&gt;_mem_percent</cite>: gives overall memory usage (%),</p></li>
+<li><p><cite>&lt;prefix&gt;_gpu_utilization</cite>: gives overall GPU utilization (%),</p></li>
+<li><p><cite>&lt;prefix&gt;_gpu_mem_utilization</cite>: gives overall memory utilization (%),</p></li>
+<li><p><cite>&lt;prefix&gt;_timestamp</cite>: gives the timestamp of above measurements (ns).</p></li>
+</ul>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.SystemStatsCollector.get_measurements-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.SystemStatsCollector.get_measurements-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Measurements object.</p>
+</dd>
+<dt class="field-even" id="kenning.core.measurements.SystemStatsCollector.get_measurements-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.SystemStatsCollector.get_measurements-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><a class="reference internal" href="#kenning.core.measurements.Measurements" title="kenning.core.measurements.Measurements (Python class) — Stores benchmark measurements for later processing.">Measurements</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.SystemStatsCollector.run">
+<span class="sig-name descname"><span class="pre">run</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.measurements.SystemStatsCollector.run" title="Permalink to this definition">¶</a></dt>
+<dd><p>Method representing the thread’s activity.</p>
+<p>You may override this method in a subclass. The standard run() method
+invokes the callable object passed to the object’s constructor as the
+target argument, if any, with sequential and keyword arguments taken
+from the args and kwargs arguments, respectively.</p>
+</dd></dl>
+
+</dd></dl>
+
+<dl class="py function objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.measurements.systemstatsmeasurements">
+<span class="sig-prename descclassname"><span class="pre">kenning.core.measurements.</span></span><span class="sig-name descname"><span class="pre">systemstatsmeasurements</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.measurements.systemstatsmeasurements.measurementname" title="kenning.core.measurements.systemstatsmeasurements.measurementname (Python parameter) — The name of the measurement type."><span class="n"><span class="pre">measurementname</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.measurements.systemstatsmeasurements.step" title="kenning.core.measurements.systemstatsmeasurements.step (Python parameter) — The step for the measurements, in seconds."><span class="n"><span class="pre">step</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">float</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="mf">0.5</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Callable</span></span></span></span><a class="headerlink" href="#kenning.core.measurements.systemstatsmeasurements" title="Permalink to this definition">¶</a></dt>
+<dd><p>Decorator for measuring memory usage of the function.</p>
+<p>Check SystemStatsCollector.get_measurements for list of delivered
+measurements.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.systemstatsmeasurements-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.systemstatsmeasurements-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.measurements.systemstatsmeasurements.measurementname"><span class="sig-name descname">measurementname</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.core.measurements.systemstatsmeasurements.measurementname" title="Permalink to this definition">¶</a></dt><dd><p>The name of the measurement type.</p>
+</dd>
+<dt id="kenning.core.measurements.systemstatsmeasurements.step"><span class="sig-name descname">step</span><span class="p"> : </span><span class="desctype"><span class="desctype">float</span></span><a class="headerlink" href="#kenning.core.measurements.systemstatsmeasurements.step" title="Permalink to this definition">¶</a></dt><dd><p>The step for the measurements, in seconds.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.measurements.systemstatsmeasurements-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.systemstatsmeasurements-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Decorated function.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.measurements.systemstatsmeasurements-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.systemstatsmeasurements-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Callable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.measurements.tagmeasurements">
+<span class="sig-prename descclassname"><span class="pre">kenning.core.measurements.</span></span><span class="sig-name descname"><span class="pre">tagmeasurements</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.measurements.tagmeasurements.tagname" title="kenning.core.measurements.tagmeasurements.tagname (Python parameter) — The name of tag."><span class="n"><span class="pre">tagname</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Callable</span></span></span></span><a class="headerlink" href="#kenning.core.measurements.tagmeasurements" title="Permalink to this definition">¶</a></dt>
+<dd><p>Decorator for adding tags for measurements and saving their timestamps.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.tagmeasurements-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.tagmeasurements-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.measurements.tagmeasurements.tagname"><span class="sig-name descname">tagname</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.core.measurements.tagmeasurements.tagname" title="Permalink to this definition">¶</a></dt><dd><p>The name of tag.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.measurements.tagmeasurements-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.tagmeasurements-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Decorated function.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.measurements.tagmeasurements-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.tagmeasurements-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Callable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py function objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.measurements.timemeasurements">
+<span class="sig-prename descclassname"><span class="pre">kenning.core.measurements.</span></span><span class="sig-name descname"><span class="pre">timemeasurements</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">measurementname:</span> <span class="pre">str</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">get_time_func:</span> <span class="pre">~typing.Callable[[]</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">float]</span> <span class="pre">=</span> <span class="pre">&lt;built-in</span> <span class="pre">function</span> <span class="pre">perf_counter&gt;</span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Callable</span></span></span></span><a class="headerlink" href="#kenning.core.measurements.timemeasurements" title="Permalink to this definition">¶</a></dt>
+<dd><p>Decorator for measuring time of the function.</p>
+<p>The duration is given in nanoseconds.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.measurements.timemeasurements-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.timemeasurements-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt><span class="sig-name descname">measurementname</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span></dt><dd><p>The name of the measurement type.</p>
+</dd>
+<dt><span class="sig-name descname">get_time_func</span><span class="p"> : </span><span class="desctype"><span class="desctype">Callable[[], float]</span></span></dt><dd><p>Function that returns current timestamp.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.measurements.timemeasurements-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.timemeasurements-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Decorated function.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.measurements.timemeasurements-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.measurements.timemeasurements-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Callable</p>
+</dd>
+</dl>
+</dd></dl>
+
+<h2 id="onnxconversion"><span id="onnxconversion-api"></span>ONNXConversion<a class="headerlink" href="#onnxconversion" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">ONNXConversion</span></code> object contains methods for model conversion in various frameworks to ONNX and vice versa.
+It also provides methods for testing the conversion process empirically on a list of deep learning models implemented in the tested frameworks.</p>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.onnxconversion.ONNXConversion">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.onnxconversion.</span></span><span class="sig-name descname"><span class="pre">ONNXConversion</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">framework</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">version</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Creates ONNX conversion support matrix for given framework and models.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.onnxconversion.ONNXConversion.add_entry">
+<span class="sig-name descname"><span class="pre">add_entry</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.onnxconversion.ONNXConversion.add_entry.name" title="kenning.core.onnxconversion.ONNXConversion.add_entry.name (Python parameter) — Full name of the model, should match the name of the same models in other framework's implementations."><span class="n"><span class="pre">name</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.onnxconversion.ONNXConversion.add_entry.modelgenerator" title="kenning.core.onnxconversion.ONNXConversion.add_entry.modelgenerator (Python parameter) — Function that generates the model for ONNX conversion in a given framework. The callable should accept no arguments."><span class="n"><span class="pre">modelgenerator</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Callable</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.add_entry" title="Permalink to this definition">¶</a></dt>
+<dd><p>Adds new model for verification.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.onnxconversion.ONNXConversion.add_entry-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.add_entry-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.onnxconversion.ONNXConversion.add_entry.name"><span class="sig-name descname">name</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.add_entry.name" title="Permalink to this definition">¶</a></dt><dd><p>Full name of the model, should match the name of the same models
+in other framework’s implementations.</p>
+</dd>
+<dt id="kenning.core.onnxconversion.ONNXConversion.add_entry.modelgenerator"><span class="sig-name descname">modelgenerator</span><span class="p"> : </span><span class="desctype"><span class="desctype">Callable</span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.add_entry.modelgenerator" title="Permalink to this definition">¶</a></dt><dd><p>Function that generates the model for ONNX conversion in a given
+framework. The callable should accept no arguments.</p>
+</dd>
+<dt><span class="sig-name descname">**kwargs</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Any]</span></span></dt><dd><p>Additional arguments that are passed to ModelEntry object as
+parameters.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.onnxconversion.ONNXConversion.check_conversions">
+<span class="sig-name descname"><span class="pre">check_conversions</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.onnxconversion.ONNXConversion.check_conversions.modelsdir" title="kenning.core.onnxconversion.ONNXConversion.check_conversions.modelsdir (Python parameter) — Path to the directory where the intermediate models will be saved."><span class="n"><span class="pre">modelsdir</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Support</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.check_conversions" title="Permalink to this definition">¶</a></dt>
+<dd><p>Runs ONNX conversion for every model entry in the list of models.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.onnxconversion.ONNXConversion.check_conversions-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.check_conversions-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.onnxconversion.ONNXConversion.check_conversions.modelsdir"><span class="sig-name descname">modelsdir</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.check_conversions.modelsdir" title="Permalink to this definition">¶</a></dt><dd><p>Path to the directory where the intermediate models will be saved.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.onnxconversion.ONNXConversion.check_conversions-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.check_conversions-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List with Support tuples describing support status.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.onnxconversion.ONNXConversion.check_conversions-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.check_conversions-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List[Support]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.onnxconversion.ONNXConversion.onnx_export">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">onnx_export</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.onnxconversion.ONNXConversion.onnx_export.modelentry" title="kenning.core.onnxconversion.ONNXConversion.onnx_export.modelentry (Python parameter) — ModelEntry object."><span class="n"><span class="pre">modelentry</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">ModelEntry</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.onnxconversion.ONNXConversion.onnx_export.exportpath" title="kenning.core.onnxconversion.ONNXConversion.onnx_export.exportpath (Python parameter) — Path to the output ONNX file."><span class="n"><span class="pre">exportpath</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">SupportStatus</span></span></span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_export" title="Permalink to this definition">¶</a></dt>
+<dd><p>Virtual function for exporting the model to ONNX in a given framework.</p>
+<p>This method needs to be implemented for a given framework in inheriting
+class.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.onnxconversion.ONNXConversion.onnx_export-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_export-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.onnxconversion.ONNXConversion.onnx_export.modelentry"><span class="sig-name descname">modelentry</span><span class="p"> : </span><span class="desctype"><span class="desctype">ModelEntry</span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_export.modelentry" title="Permalink to this definition">¶</a></dt><dd><p>ModelEntry object.</p>
+</dd>
+<dt id="kenning.core.onnxconversion.ONNXConversion.onnx_export.exportpath"><span class="sig-name descname">exportpath</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_export.exportpath" title="Permalink to this definition">¶</a></dt><dd><p>Path to the output ONNX file.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.onnxconversion.ONNXConversion.onnx_export-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_export-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>The support status of exporting given model to ONNX.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.onnxconversion.ONNXConversion.onnx_export-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_export-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>SupportStatus</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.onnxconversion.ONNXConversion.onnx_import">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">onnx_import</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.onnxconversion.ONNXConversion.onnx_import.modelentry" title="kenning.core.onnxconversion.ONNXConversion.onnx_import.modelentry (Python parameter) — ModelEntry object."><span class="n"><span class="pre">modelentry</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">ModelEntry</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.onnxconversion.ONNXConversion.onnx_import.importpath" title="kenning.core.onnxconversion.ONNXConversion.onnx_import.importpath (Python parameter) — Path to the input ONNX file."><span class="n"><span class="pre">importpath</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">SupportStatus</span></span></span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_import" title="Permalink to this definition">¶</a></dt>
+<dd><p>Virtual function for importing ONNX model to a given framework.</p>
+<p>This method needs to be implemented for a given framework in inheriting
+class.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.onnxconversion.ONNXConversion.onnx_import-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_import-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.onnxconversion.ONNXConversion.onnx_import.modelentry"><span class="sig-name descname">modelentry</span><span class="p"> : </span><span class="desctype"><span class="desctype">ModelEntry</span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_import.modelentry" title="Permalink to this definition">¶</a></dt><dd><p>ModelEntry object.</p>
+</dd>
+<dt id="kenning.core.onnxconversion.ONNXConversion.onnx_import.importpath"><span class="sig-name descname">importpath</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_import.importpath" title="Permalink to this definition">¶</a></dt><dd><p>Path to the input ONNX file.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.onnxconversion.ONNXConversion.onnx_import-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_import-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>The support status of importing given model from ONNX.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.onnxconversion.ONNXConversion.onnx_import-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.onnx_import-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>SupportStatus</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.onnxconversion.ONNXConversion.prepare">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">prepare</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.onnxconversion.ONNXConversion.prepare" title="Permalink to this definition">¶</a></dt>
+<dd><p>Virtual function for preparing the ONNX conversion test.</p>
+<p>This method should add model entries using add_entry methods.</p>
+<p>It is later called in the constructor to prepare the list of models to
+test.</p>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="dataprovider"><span id="dataprovider-api"></span>DataProvider<a class="headerlink" href="#dataprovider" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">DataProvider</span></code> classes are used during deployment to provide data for inference.
+They can provide data from such sources as a camera, video files, microphone data or a TCP connection.</p>
+<p>The available <code class="docutils literal notranslate"><span class="pre">DataProvider</span></code> implementations are included in the <code class="docutils literal notranslate"><span class="pre">kenning.dataproviders</span></code> submodule.
+Example implementations:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/dataproviders/camera_dataprovider.py">CameraDataProvider</a> for capturing frames from camera.</p></li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.dataprovider.DataProvider">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.dataprovider.</span></span><span class="sig-name descname"><span class="pre">DataProvider</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">inputs_sources</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="p">{}</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">inputs_specs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="p">{}</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">outputs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="p">{}</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#kenning.core.runner.Runner" title="kenning.core.runner.Runner (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">Runner</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>A block that introduces data to Kenning flow.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataprovider.DataProvider.detach_from_source">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">detach_from_source</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.detach_from_source" title="Permalink to this definition">¶</a></dt>
+<dd><p>Detaches from the source during shutdown.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataprovider.DataProvider.fetch_input">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">fetch_input</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.fetch_input" title="Permalink to this definition">¶</a></dt>
+<dd><p>Gets the sample from device.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataprovider.DataProvider.fetch_input-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.fetch_input-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Data to be processed by the model.</p>
+</dd>
+<dt class="field-even" id="kenning.core.dataprovider.DataProvider.fetch_input-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.fetch_input-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataprovider.DataProvider.prepare">
+<span class="sig-name descname"><span class="pre">prepare</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.prepare" title="Permalink to this definition">¶</a></dt>
+<dd><p>Prepares the source for data gathering depending on the source type.</p>
+<p>This will for example initialize the camera and
+set the self.device to it.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.dataprovider.DataProvider.preprocess_input">
+<span class="sig-name descname"><span class="pre">preprocess_input</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.dataprovider.DataProvider.preprocess_input.data" title="kenning.core.dataprovider.DataProvider.preprocess_input.data (Python parameter) — The data to be preprocessed."><span class="n"><span class="pre">data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.preprocess_input" title="Permalink to this definition">¶</a></dt>
+<dd><p>Performs provider-specific preprocessing of inputs.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.dataprovider.DataProvider.preprocess_input-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.preprocess_input-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.dataprovider.DataProvider.preprocess_input.data"><span class="sig-name descname">data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.preprocess_input.data" title="Permalink to this definition">¶</a></dt><dd><p>The data to be preprocessed.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.core.dataprovider.DataProvider.preprocess_input-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.preprocess_input-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Preprocessed data.</p>
+</dd>
+<dt class="field-odd" id="kenning.core.dataprovider.DataProvider.preprocess_input-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.dataprovider.DataProvider.preprocess_input-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="outputcollector"><span id="outputcollector-api"></span>OutputCollector<a class="headerlink" href="#outputcollector" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">OutputCollector</span></code> classes are used during deployment for inference results receiving and processing.
+They can display the results, send them, or store them in a file.</p>
+<p>The available output collector implementations are included in the <code class="docutils literal notranslate"><span class="pre">kenning.outputcollectors</span></code> submodule.
+Example implementations:</p>
+<ul class="simple">
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/detection_visualizer.py">DetectionVisualizer</a> for visualizing detection model outputs,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py">BaseRealTimeVisualizer</a> base class for real time visualizers:</p>
+<ul>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py">RealTimeDetectionVisualizer</a>
+for visualizing detection model outputs,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py">RealTimeSegmentationVisualizer</a>
+for visualizing segmentation model outputs,</p></li>
+<li><p><a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py">RealTimeClassificationVisualizer</a>
+for visualizing classification model outputs.</p></li>
+</ul>
+</li>
+</ul>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.core.outputcollector.OutputCollector">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.core.outputcollector.</span></span><span class="sig-name descname"><span class="pre">OutputCollector</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">inputs_sources</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">int</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span><span class="p"><span class="pre">]</span></span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="p">{}</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">inputs_specs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">dict</span><span class="p"><span class="pre">]</span></span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="p">{}</span></code></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">outputs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="p"><span class="pre">]</span></span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="p">{}</span></code></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <a class="reference internal" href="#kenning.core.runner.Runner" title="kenning.core.runner.Runner (Python class) — Bases: IOInterface, ArgumentsHandler, ABC"><code class="xref py py-class docutils literal notranslate"><span class="pre">Runner</span></code></a>, <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Collects outputs from models running in the Kenning flow.</p>
+<p>It performs final processing of data running in the Kenning
+flow.
+It can be used i.e. to display predictions, save them to file
+or send to other application.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.outputcollector.OutputCollector.detach_from_output">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">detach_from_output</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector.detach_from_output" title="Permalink to this definition">¶</a></dt>
+<dd><p>Detaches from the output during shutdown.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.outputcollector.OutputCollector.process_output">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">process_output</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.outputcollector.OutputCollector.process_output.input_data" title="kenning.core.outputcollector.OutputCollector.process_output.input_data (Python parameter) — Data collected from Datacollector that was processed by the model."><span class="n"><span class="pre">input_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.core.outputcollector.OutputCollector.process_output.output_data" title="kenning.core.outputcollector.OutputCollector.process_output.output_data (Python parameter) — Data returned from the model."><span class="n"><span class="pre">output_data</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Any</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector.process_output" title="Permalink to this definition">¶</a></dt>
+<dd><p>Returns the inferred data back to the specific place/device/connection.</p>
+<p>Eg. it can save a video file with bounding boxes on objects or stream
+it via a TCP connection, or just show it on screen.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.outputcollector.OutputCollector.process_output-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector.process_output-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.core.outputcollector.OutputCollector.process_output.input_data"><span class="sig-name descname">input_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector.process_output.input_data" title="Permalink to this definition">¶</a></dt><dd><p>Data collected from Datacollector that was processed by the model.</p>
+</dd>
+<dt id="kenning.core.outputcollector.OutputCollector.process_output.output_data"><span class="sig-name descname">output_data</span><span class="p"> : </span><span class="desctype"><span class="desctype">Any</span></span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector.process_output.output_data" title="Permalink to this definition">¶</a></dt><dd><p>Data returned from the model.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.core.outputcollector.OutputCollector.should_close">
+<em class="property"><span class="pre">abstract</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">should_close</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">bool</span></span></span></span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector.should_close" title="Permalink to this definition">¶</a></dt>
+<dd><p>Checks if a specific exit condition was reached.</p>
+<p>This allows the OutputCollector to close gracefully if an exit
+condition was reached, eg. when a key was pressed.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.core.outputcollector.OutputCollector.should_close-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector.should_close-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>True if exit condition was reached to break the loop.</p>
+</dd>
+<dt class="field-even" id="kenning.core.outputcollector.OutputCollector.should_close-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.core.outputcollector.OutputCollector.should_close-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>bool</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="argumentshandler"><span id="argumentshandler-api"></span>ArgumentsHandler<a class="headerlink" href="#argumentshandler" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">ArgumentsHandler</span></code> class is responsible for concatenating <code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> and creating parsers for command line and JSON config arguments.</p>
+<p>In order to make some class being able to be instantiated from command line arguments or JSON config it is required to inherit from this class or its child class and implement <code class="docutils literal notranslate"><span class="pre">from_argparse</span></code> or <code class="docutils literal notranslate"><span class="pre">from_json</span></code> methods as described in <a class="reference internal" href="kenning-development.html#defining-arguments-for-core-classes"><span class="std std-ref">Defining arguments for core classes</span></a>.</p>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.args_manager.ArgumentsHandler">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.utils.args_manager.</span></span><span class="sig-name descname"><span class="pre">ArgumentsHandler</span></span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">ABC</span></code></p>
+<p>Class responsible for creating parsers for arguments from command line or
+json configs.</p>
+<p>The child class should define its own <cite>arguments_structure</cite> and
+from_argparse/from_json methods so that it could be instantiated from
+command line arguments or json config.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.utils.args_manager.ArgumentsHandler.form_argparse">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">form_argparse</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">tuple</span><span class="p"><span class="pre">[</span></span><span class="pre">ArgumentParser</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">_ArgumentGroup</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.form_argparse" title="Permalink to this definition">¶</a></dt>
+<dd><p>Creates argparse parser based on <cite>arguments_structure</cite> of class and its
+all parent classes.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.args_manager.ArgumentsHandler.form_argparse-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.form_argparse-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Tuple with the argument parser object that can act as parent for
+program’s argument parser, and the corresponding arguments’ group
+pointer.</p>
+</dd>
+<dt class="field-even" id="kenning.utils.args_manager.ArgumentsHandler.form_argparse-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.form_argparse-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Tuple[argparse.ArgumentParser, Optional[argparse._ArgumentGroup]]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.args_manager.ArgumentsHandler.form_parameterschema">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">form_parameterschema</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">dict</span></span></span></span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.form_parameterschema" title="Permalink to this definition">¶</a></dt>
+<dd><p>Creates parameter schema based on <cite>arguments_structure</cite> of class and
+its all parent classes.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.args_manager.ArgumentsHandler.form_parameterschema-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.form_parameterschema-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Parameter schema for the class.</p>
+</dd>
+<dt class="field-even" id="kenning.utils.args_manager.ArgumentsHandler.form_parameterschema-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.form_parameterschema-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Dict</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.utils.args_manager.ArgumentsHandler.from_argparse">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_argparse</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse.args" title="kenning.utils.args_manager.ArgumentsHandler.from_argparse.args (Python parameter) — Arguments from ArgumentParser object."><span class="n"><span class="pre">args</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Namespace</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from argparse args.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.args_manager.ArgumentsHandler.from_argparse-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.args_manager.ArgumentsHandler.from_argparse.args"><span class="sig-name descname">args</span><span class="p"> : </span><span class="desctype"><span class="desctype">argparse.Namespace</span></span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse.args" title="Permalink to this definition">¶</a></dt><dd><p>Arguments from ArgumentParser object.</p>
+</dd>
+<dt><span class="sig-name descname">**kwargs</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Any]</span></span></dt><dd><p>Additional class-dependent arguments.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.utils.args_manager.ArgumentsHandler.from_argparse-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Instance created from provided args.</p>
+</dd>
+<dt class="field-odd" id="kenning.utils.args_manager.ArgumentsHandler.from_argparse-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_argparse-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.utils.args_manager.ArgumentsHandler.from_json">
+<em class="property"><span class="pre">classmethod</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">from_json</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.args_manager.ArgumentsHandler.from_json.json_dict" title="kenning.utils.args_manager.ArgumentsHandler.from_json.json_dict (Python parameter) — Arguments for the constructor."><span class="n"><span class="pre">json_dict</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Any</span></span></span></span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Constructor wrapper that takes the parameters from json dict.</p>
+<p>This function checks if the given dictionary is valid according to the
+<code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> defined. If it is then it invokes the
+constructor.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.args_manager.ArgumentsHandler.from_json-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_json-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.args_manager.ArgumentsHandler.from_json.json_dict"><span class="sig-name descname">json_dict</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict</span></span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_json.json_dict" title="Permalink to this definition">¶</a></dt><dd><p>Arguments for the constructor.</p>
+</dd>
+<dt><span class="sig-name descname">**kwargs</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Any]</span></span></dt><dd><p>Additional class-dependent arguments.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.utils.args_manager.ArgumentsHandler.from_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Instance created from provided JSON.</p>
+</dd>
+<dt class="field-odd" id="kenning.utils.args_manager.ArgumentsHandler.from_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.from_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Any</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.args_manager.ArgumentsHandler.to_json">
+<span class="sig-name descname"><span class="pre">to_json</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">Any</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.to_json" title="Permalink to this definition">¶</a></dt>
+<dd><p>Convert object to JSON that contains its type and all parameters.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.args_manager.ArgumentsHandler.to_json-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.to_json-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>JSON config of given object.</p>
+</dd>
+<dt class="field-even" id="kenning.utils.args_manager.ArgumentsHandler.to_json-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.args_manager.ArgumentsHandler.to_json-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Dict[str, Any]</p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="resourcemanager"><span id="resourcemanager-api"></span>ResourceManager<a class="headerlink" href="#resourcemanager" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">ResourceManager</span></code> is a singleton class which handles local and remote files for Kenning, such as datasets or models.
+It downloads missing files, provides paths to the available files, resolves custom URL schemes for and manages resource directories for Kenning, including cleanup.</p>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.utils.resource_manager.ResourceManager">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.utils.resource_manager.</span></span><span class="sig-name descname"><span class="pre">ResourceManager</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="o"><span class="pre">*</span></span><span class="n"><span class="pre">args</span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><span class="o"><span class="pre">**</span></span><span class="n"><span class="pre">kwargs</span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">object</span></code></p>
+<p>Download and cache resources used by Kenning.</p>
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes">
+<span class="sig-name descname"><span class="pre">add_custom_url_schemes</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes.custom_url_schemes" title="kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes.custom_url_schemes (Python parameter) — Dictionary with custom url schemes entries. Each entry consists of schema and corresponding conversion. Conversion can be None, string pattern or callable returning string."><span class="n"><span class="pre">custom_url_schemes</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">dict</span><span class="p"><span class="pre">[</span></span><span class="pre">str</span><span class="p"><span class="pre">,</span></span><span class="w"> </span><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Callable</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span><span class="p"><span class="pre">]</span></span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes" title="Permalink to this definition">¶</a></dt>
+<dd><p>Add user defined URL schemes.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes.custom_url_schemes"><span class="sig-name descname">custom_url_schemes</span><span class="p"> : </span><span class="desctype"><span class="desctype">Dict[str, Optional[Union[str, Callable]]]</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes.custom_url_schemes" title="Permalink to this definition">¶</a></dt><dd><p>Dictionary with custom url schemes entries. Each entry consists of
+schema and corresponding conversion. Conversion can be None, string
+pattern or callable returning string.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceManager.clear_cache">
+<span class="sig-name descname"><span class="pre">clear_cache</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.clear_cache" title="Permalink to this definition">¶</a></dt>
+<dd><p>Remove all cached files.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceManager.get_resource">
+<span class="sig-name descname"><span class="pre">get_resource</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.resource_manager.ResourceManager.get_resource.uri" title="kenning.utils.resource_manager.ResourceManager.get_resource.uri (Python parameter) — Resource URI."><span class="n"><span class="pre">uri</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em>, </span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.resource_manager.ResourceManager.get_resource.output_path" title="kenning.utils.resource_manager.ResourceManager.get_resource.output_path (Python parameter) — Path to the output file. If not provided then the path is automatically created."><span class="n"><span class="pre">output_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span></span><span class="w"> </span><span class="o"><span class="pre">=</span></span><span class="w"> </span><code class="code python default_value docutils literal highlight highlight-python"><span class="kc">None</span></code></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">Path</span></span></span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.get_resource" title="Permalink to this definition">¶</a></dt>
+<dd><p>Retrieve file and return path to it.</p>
+<p>If the uri points to remote resource, then it is downloaded (if not
+found in cache) and validated.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceManager.get_resource-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.get_resource-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.resource_manager.ResourceManager.get_resource.uri"><span class="sig-name descname">uri</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.get_resource.uri" title="Permalink to this definition">¶</a></dt><dd><p>Resource URI.</p>
+</dd>
+<dt id="kenning.utils.resource_manager.ResourceManager.get_resource.output_path"><span class="sig-name descname">output_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">Optional[Path]</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.get_resource.output_path" title="Permalink to this definition">¶</a></dt><dd><p>Path to the output file. If not provided then the path is
+automatically created.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.utils.resource_manager.ResourceManager.get_resource-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.get_resource-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>Path to the retrieved resource.</p>
+</dd>
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceManager.get_resource-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.get_resource-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>Path</p>
+</dd>
+<dt class="field-even" id="kenning.utils.resource_manager.ResourceManager.get_resource-raises">Raises<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.get_resource-raises" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p><strong>ChecksumVerifyError :</strong> – Raised when downloaded file has invalid checksum</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceManager.list_cached_files">
+<span class="sig-name descname"><span class="pre">list_cached_files</span></span><span class="sig-paren">(</span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><span class="pre">list</span><span class="p"><span class="pre">[</span></span><span class="pre">Path</span><span class="p"><span class="pre">]</span></span></span></span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.list_cached_files" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return list with cached files.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceManager.list_cached_files-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.list_cached_files-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p>List of cached files.</p>
+</dd>
+<dt class="field-even" id="kenning.utils.resource_manager.ResourceManager.list_cached_files-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.list_cached_files-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>List[Path]</p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceManager.set_cache_dir">
+<span class="sig-name descname"><span class="pre">set_cache_dir</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.resource_manager.ResourceManager.set_cache_dir.cache_dir_path" title="kenning.utils.resource_manager.ResourceManager.set_cache_dir.cache_dir_path (Python parameter) — Path to be set as cache directory."><span class="n"><span class="pre">cache_dir_path</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">Path</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.set_cache_dir" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the cache directory path and creates it if not exists.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceManager.set_cache_dir-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.set_cache_dir-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.resource_manager.ResourceManager.set_cache_dir.cache_dir_path"><span class="sig-name descname">cache_dir_path</span><span class="p"> : </span><span class="desctype"><span class="desctype">Path</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.set_cache_dir.cache_dir_path" title="Permalink to this definition">¶</a></dt><dd><p>Path to be set as cache directory.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceManager.set_max_cache_size">
+<span class="sig-name descname"><span class="pre">set_max_cache_size</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.resource_manager.ResourceManager.set_max_cache_size.max_cache_size" title="kenning.utils.resource_manager.ResourceManager.set_max_cache_size.max_cache_size (Python parameter) — Max cache size in bytes."><span class="n"><span class="pre">max_cache_size</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">int</span></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.set_max_cache_size" title="Permalink to this definition">¶</a></dt>
+<dd><p>Set the max cache size.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceManager.set_max_cache_size-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.set_max_cache_size-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.resource_manager.ResourceManager.set_max_cache_size.max_cache_size"><span class="sig-name descname">max_cache_size</span><span class="p"> : </span><span class="desctype"><span class="desctype">int</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceManager.set_max_cache_size.max_cache_size" title="Permalink to this definition">¶</a></dt><dd><p>Max cache size in bytes.</p>
+</dd>
+</dl>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
+<h2 id="resourceuri"><span id="resourceuri-api"></span>ResourceURI<a class="headerlink" href="#resourceuri" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">ResourceURI</span></code> class is a <a class="reference external" href="https://docs.python.org/3/library/pathlib.html#pathlib.Path"><code class="docutils literal notranslate"><span class="pre">pathlib.Path</span></code></a>-based object allowing the user to work with Kenning resources, both using regular paths and URI schemes supported by the <a class="reference internal" href="#resourcemanager-api"><span class="std std-ref">ResourceManager</span></a>.</p>
+<dl class="py class objdesc">
+<dt class="sig sig-object highlight sig-wrap py" id="kenning.utils.resource_manager.ResourceURI">
+<em class="property"><span class="pre">class</span><span class="w"> </span></em><span class="sig-prename descclassname"><span class="pre">kenning.utils.resource_manager.</span></span><span class="sig-name descname"><span class="pre">ResourceURI</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><span class="n"><span class="pre">uri_or_path</span></span><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">Path</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></em></span><span class="sig-paren">)</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI" title="Permalink to this definition">¶</a></dt>
+<dd><p>Bases: <code class="xref py py-class docutils literal notranslate"><span class="pre">Path</span></code></p>
+<p>Handle access to resource used in Kenning.</p>
+<dl class="py property objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceURI.parent">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">parent</span></span><span class="p"> <span class="pre">:</span> </span><span class="desctype"><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.parent" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get parent of the URI.</p>
+</dd></dl>
+
+<dl class="py property objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceURI.uri">
+<em class="property"><span class="pre">property</span><span class="w"> </span></em><span class="sig-name descname"><span class="pre">uri</span></span><span class="p"> <span class="pre">:</span> </span><span class="desctype"><span class="pre">str</span><span class="w"> </span><span class="p"><span class="pre">|</span></span><span class="w"> </span><span class="pre">None</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.uri" title="Permalink to this definition">¶</a></dt>
+<dd><p>Get URI of the resource.</p>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceURI.with_name">
+<span class="sig-name descname"><span class="pre">with_name</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.resource_manager.ResourceURI.with_name.name" title="kenning.utils.resource_manager.ResourceURI.with_name.name (Python parameter) — New name to be used."><span class="n"><span class="pre">name</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_name" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return new URI with changed name.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceURI.with_name-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_name-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.resource_manager.ResourceURI.with_name.name"><span class="sig-name descname">name</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_name.name" title="Permalink to this definition">¶</a></dt><dd><p>New name to be used.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.utils.resource_manager.ResourceURI.with_name-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_name-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>URI with changed name.</p>
+</dd>
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceURI.with_name-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_name-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path">ResourceURI</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceURI.with_stem">
+<span class="sig-name descname"><span class="pre">with_stem</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.resource_manager.ResourceURI.with_stem.stem" title="kenning.utils.resource_manager.ResourceURI.with_stem.stem (Python parameter) — New stem to be used."><span class="n"><span class="pre">stem</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_stem" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return new URI with changed stem.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceURI.with_stem-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_stem-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.resource_manager.ResourceURI.with_stem.stem"><span class="sig-name descname">stem</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_stem.stem" title="Permalink to this definition">¶</a></dt><dd><p>New stem to be used.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.utils.resource_manager.ResourceURI.with_stem-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_stem-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>URI with changed stem.</p>
+</dd>
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceURI.with_stem-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_stem-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path">ResourceURI</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+<dl class="py method objdesc">
+<dt class="sig sig-object highlight py" id="kenning.utils.resource_manager.ResourceURI.with_suffix">
+<span class="sig-name descname"><span class="pre">with_suffix</span></span><span class="sig-paren">(</span><span class="sig-param-decl"><em class="sig-param"><a class="n reference internal" href="#kenning.utils.resource_manager.ResourceURI.with_suffix.suffix" title="kenning.utils.resource_manager.ResourceURI.with_suffix.suffix (Python parameter) — New suffix to be used."><span class="n"><span class="pre">suffix</span></span></a><span class="p"><span class="pre">:</span></span><span class="w"> </span><span class="n"><span class="desctype"><span class="pre">str</span></span></span></em></span><span class="sig-paren">)</span> <span class="sig-return"><span class="sig-return-icon">&#x2192;</span> <span class="sig-return-typehint"><span class="desctype"><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path"><span class="pre">ResourceURI</span></a></span></span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_suffix" title="Permalink to this definition">¶</a></dt>
+<dd><p>Return new URI with changed suffix.</p>
+<dl class="field-list simple">
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceURI.with_suffix-parameters">Parameters<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_suffix-parameters" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><dl class="simple api-field highlight">
+<dt id="kenning.utils.resource_manager.ResourceURI.with_suffix.suffix"><span class="sig-name descname">suffix</span><span class="p"> : </span><span class="desctype"><span class="desctype">str</span></span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_suffix.suffix" title="Permalink to this definition">¶</a></dt><dd><p>New suffix to be used.</p>
+</dd>
+</dl>
+</dd>
+<dt class="field-even" id="kenning.utils.resource_manager.ResourceURI.with_suffix-returns">Returns<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_suffix-returns" title="Permalink to this headline">¶</a></dt>
+<dd class="field-even"><p>URI with changed suffix.</p>
+</dd>
+<dt class="field-odd" id="kenning.utils.resource_manager.ResourceURI.with_suffix-return-type">Return type<span class="colon">:</span><a class="headerlink" href="#kenning.utils.resource_manager.ResourceURI.with_suffix-return-type" title="Permalink to this headline">¶</a></dt>
+<dd class="field-odd"><p><a class="reference internal" href="#kenning.utils.resource_manager.ResourceURI" title="kenning.utils.resource_manager.ResourceURI (Python class) — Bases: Path">ResourceURI</a></p>
+</dd>
+</dl>
+</dd></dl>
+
+</dd></dl>
+
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\ No newline at end of file
diff --git a/kenning-development.html b/kenning-development.html
new file mode 100644
index 000000000..244421d65
--- /dev/null
+++ b/kenning-development.html
@@ -0,0 +1,1287 @@
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      <link rel="icon" href="">
+    
+    
+      
+        <title>Developing Kenning blocks - Kenning</title>
+      
+    
+    
+      
+        
+        
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
+      
+    
+        <link rel="stylesheet" type="text/css" href="_static/sphinx_immaterial_theme.af531f03affe68837.min.css" />
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+    
+      
+
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+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
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+    <div data-md-component="skip">
+      
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+      
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+  <nav class="md-header__inner md-grid" aria-label="Header">
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+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
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+            Kenning
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Developing Kenning blocks
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      <form class="md-header__option" data-md-component="palette">
+        
+          
+          
+          <input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_1">
+          
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+        
+          
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+          
+        
+      </form>
+    
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+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#model-and-i-o-metadata" class="md-nav__link">
+    <span class="md-ellipsis">Model and I/O metadata</span>
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+  
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+      
+        <li class="md-nav__item">
+  <a href="#implementing-a-new-kenning-component" class="md-nav__link">
+    <span class="md-ellipsis">Implementing a new Kenning component</span>
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+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#defining-arguments-for-core-classes" class="md-nav__link">
+    <span title="defining-arguments-for-core-classes (reference label)" class="md-ellipsis">Defining arguments for core classes</span>
+  </a>
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+        
+          <li class="md-nav__item">
+  <a href="#defining-supported-output-and-input-types" class="md-nav__link">
+    <span class="md-ellipsis">Defining supported output and input types</span>
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+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#implementing-unimplemented-methods" class="md-nav__link">
+    <span class="md-ellipsis">Implementing unimplemented methods</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#using-the-implemented-block" class="md-nav__link">
+    <span class="md-ellipsis">Using the implemented block</span>
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+</li>
+      
+        <li class="md-nav__item">
+  <a href="#implementing-kenning-runtime-blocks" class="md-nav__link">
+    <span class="md-ellipsis">Implementing Kenning runtime blocks</span>
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+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#implementing-new-runners-for-kenningflow" class="md-nav__link">
+    <span class="md-ellipsis">Implementing new Runners for Kenning<wbr>Flow</span>
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+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="developing-kenning-blocks">Developing Kenning blocks<a class="headerlink" href="#developing-kenning-blocks" title="Permalink to this heading">¶</a></h1>
+<p>This chapter describes the development process of Kenning components.</p>
+<p>To run below examples it is required to install Kenning with dependencies as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[tensorflow] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="model-and-i-o-metadata"><span id="model-io-metadata"></span>Model and I/O metadata<a class="headerlink" href="#model-and-i-o-metadata" title="Permalink to this heading">¶</a></h2>
+<p>Since not all model formats supported by Kenning provide information about inputs and outputs or other data required for compilation or runtime purposes, each model processed by Kenning comes with a JSON file describing an I/O specification (and other useful metadata).</p>
+<p>The JSON file with metadata for file <code class="docutils literal notranslate"><span class="pre">&lt;model-name&gt;.&lt;ext&gt;</span></code> is saved as <code class="docutils literal notranslate"><span class="pre">&lt;model-name&gt;.&lt;ext&gt;.json</span></code> in the same directory.</p>
+<p>The example metadata file looks as follows (for ResNet50 for the ImageNet classification problem):</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;input&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;input_0&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;shape&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">224</span><span class="p">,</span><span class="w"> </span><span class="mi">224</span><span class="p">,</span><span class="w"> </span><span class="mi">3</span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;dtype&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;order&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">1.0774157047271729</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;zero_point&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">-13</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;prequantized_dtype&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">],</span>
+<span class="w">    </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;output_0&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;shape&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">1000</span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;dtype&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;order&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;scale&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.00390625</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;zero_point&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">-128</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;prequantized_dtype&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">]</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>A sample metadata JSON file may look as follows (for the YOLOv4 detection model):</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;input&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;input&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;shape&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span><span class="w"> </span><span class="mi">608</span><span class="p">,</span><span class="w"> </span><span class="mi">608</span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;dtype&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">],</span>
+<span class="w">    </span><span class="nt">&quot;output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;output&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;shape&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">255</span><span class="p">,</span><span class="w"> </span><span class="mi">76</span><span class="p">,</span><span class="w"> </span><span class="mi">76</span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;dtype&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+<span class="w">        </span><span class="p">},</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;output.3&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;shape&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">255</span><span class="p">,</span><span class="w"> </span><span class="mi">38</span><span class="p">,</span><span class="w"> </span><span class="mi">38</span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;dtype&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+<span class="w">        </span><span class="p">},</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;output.7&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;shape&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="mi">1</span><span class="p">,</span><span class="w"> </span><span class="mi">255</span><span class="p">,</span><span class="w"> </span><span class="mi">19</span><span class="p">,</span><span class="w"> </span><span class="mi">19</span><span class="p">],</span>
+<span class="w">            </span><span class="nt">&quot;dtype&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">],</span>
+<span class="w">    </span><span class="nt">&quot;processed_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;detection_output&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;List[DetectObject]&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">]</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>In general, the metadata file consist of four fields:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">input</span></code> is a specification of data passed to model wrapper,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">processed_input</span></code> is a specification of input data preprocessed for wrapped model,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">output</span></code> is a specification of data returned by wrapped model,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">processed_output</span></code> is a specification of output data postprocessed by model wrapper.</p></li>
+</ul>
+<p>If <code class="docutils literal notranslate"><span class="pre">processed_input</span></code> or <code class="docutils literal notranslate"><span class="pre">processed_output</span></code> is not specified we assume that there is no processing and it is the same as <code class="docutils literal notranslate"><span class="pre">input</span></code> or <code class="docutils literal notranslate"><span class="pre">output</span></code> respectively.
+Each array consist of dictionaries describing model inputs and outputs.</p>
+<p>Parameters common to all fields:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">name</span></code> - input/output name,</p></li>
+</ul>
+<p>Parameters specific to <code class="docutils literal notranslate"><span class="pre">input</span></code> and <code class="docutils literal notranslate"><span class="pre">output</span></code>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">shape</span></code> - input/output tensor shape,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">dtype</span></code> - input/output type,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">order</span></code> - some of the runtimes/optimizers allow accessing inputs and outputs by id.
+This field describes the id of the current input/output,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">scale</span></code> - scale parameter for the quantization purposes.
+Present only if the input/output requires quantization/dequantization,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">zero_point</span></code> - zero point parameter for the quantization purposes.
+Present only if the input/output requires quantization/dequantization,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">prequantized_dtype</span></code> - input/output data type before quantization.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">class_name</span></code> - list of class names from the dataset.
+It is used by output collectors to present the data in a human-readable way.</p></li>
+</ul>
+<p>Parameters specific to <code class="docutils literal notranslate"><span class="pre">input</span></code>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">mean</span></code> - mean used to normalize inputs before model training,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">std</span></code> - standard deviation used to normalize inputs before model training.</p></li>
+</ul>
+<p>Parameters specific to <code class="docutils literal notranslate"><span class="pre">output</span></code> and <code class="docutils literal notranslate"><span class="pre">processed_output</span></code>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">class_name</span></code> - list of class names from the dataset.
+It is used by output collectors to present the data in a human-readable way.</p></li>
+</ul>
+<p>Parameters specific to <code class="docutils literal notranslate"><span class="pre">processed_input</span></code> and <code class="docutils literal notranslate"><span class="pre">processed_output</span></code>:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">type</span></code> - input/output type if different than <code class="docutils literal notranslate"><span class="pre">np.ndarray</span></code> (i.e. <code class="docutils literal notranslate"><span class="pre">List[SegmObject]</span></code> in segmentation model postprocessed output).</p></li>
+</ul>
+<p>The model metadata is used by all classes in Kenning in order to understand the format of the inputs and outputs.</p>
+<div class="admonition warning">
+<p class="admonition-title">Warning</p>
+<p>The <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a> objects can affect the format of inputs and outputs, e.g. quantize the network. It is crucial to update the I/O specification when a block modifies it.</p>
+</div>
+<h2 id="implementing-a-new-kenning-component">Implementing a new Kenning component<a class="headerlink" href="#implementing-a-new-kenning-component" title="Permalink to this heading">¶</a></h2>
+<p>Firstly, check <a class="reference internal" href="kenning-api.html"><span class="doc std std-doc">Kenning API</span></a> for available building blocks for Kenning and their documentation.
+Adding a new block to Kenning is a matter of creating a new class inheriting from one of <code class="docutils literal notranslate"><span class="pre">kenning.core</span></code> classes, providing configuration parameters, and implementing methods - at least the unimplemented ones.</p>
+<p>For example purposes, let’s create a sample <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>-based class, which will convert an input model to the TensorFlow Lite format.</p>
+<p>First, let’s create minimal code with an empty class:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">kenning.core.optimizer</span> <span class="kn">import</span> <span class="n">Optimizer</span>
+
+
+<span class="k">class</span> <span class="nc">TensorFlowLiteCompiler</span><span class="p">(</span><span class="n">Optimizer</span><span class="p">):</span>
+    <span class="k">pass</span>
+</code></pre></div>
+</div>
+<h3 id="defining-arguments-for-core-classes"><span id="id1"></span>Defining arguments for core classes<a class="headerlink" href="#defining-arguments-for-core-classes" title="Permalink to this heading">¶</a></h3>
+<p>Kenning classes can be created in three ways:</p>
+<ul class="simple">
+<li><p>Using constructor in Python,</p></li>
+<li><p>Using argparse from command-line (see <a class="reference internal" href="cmd-usage.html"><span class="doc std std-doc">Using Kenning via command line arguments</span></a>),</p></li>
+<li><p>Using JSON-based dictionaries from JSON scenarios (see <a class="reference internal" href="json-scenarios.html"><span class="doc std std-doc">Defining optimization pipelines in Kenning</span></a>)</p></li>
+</ul>
+<p>To support all three methods, the newly implemented class requires creating a dictionary called <code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> that holds all configurable parameters of the class, along with their description, type and additional information.</p>
+<p>This structure is used to create:</p>
+<ul class="simple">
+<li><p>an <code class="docutils literal notranslate"><span class="pre">argparse</span></code> group, to configure class parameters from terminal level (via the <a class="reference internal" href="kenning-api.html#argumentshandler-api"><span class="std std-ref">ArgumentsHandler</span></a>‘s <code class="docutils literal notranslate"><span class="pre">form_argparse</span></code> method).
+Later, a class can be created with the <code class="docutils literal notranslate"><span class="pre">from_argparse</span></code> method.</p></li>
+<li><p>a JSON schema to configure the class from a JSON file (via the <a class="reference internal" href="kenning-api.html#argumentshandler-api"><span class="std std-ref">ArgumentsHandler</span></a>‘s <code class="docutils literal notranslate"><span class="pre">form_parameterschema</span></code> method).
+Later, a class can be created with the <code class="docutils literal notranslate"><span class="pre">from_parameterschema</span></code> method.</p></li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code> is a dictionary in the following form:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="n">arguments_structure</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s1">&#39;argument_name&#39;</span><span class="p">:</span> <span class="p">{</span>
+        <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Help for the argument&#39;</span><span class="p">,</span>
+        <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span>
+        <span class="s1">&#39;required&#39;</span><span class="p">:</span> <span class="kc">True</span>
+    <span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>The <code class="docutils literal notranslate"><span class="pre">argument_name</span></code> is a name used in:</p>
+<ul class="simple">
+<li><p>the Python constructor,</p></li>
+<li><p>an Argparse argument (in a form of <code class="docutils literal notranslate"><span class="pre">--argument-name</span></code>),</p></li>
+<li><p>a JSON argument.</p></li>
+</ul>
+<p>The fields describing the argument are as follows:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">argparse_name</span></code> - if there is a need for a different flag in argparse, it can be provided here,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">description</span></code> - description of the node, displayed for a parsing error for JSON, or in help in case of command-line access,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">type</span></code> - type of argument, i.e.:</p>
+<ul>
+<li><p><code class="docutils literal notranslate"><span class="pre">Path</span></code> from <code class="docutils literal notranslate"><span class="pre">pathlib</span></code> module,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">str</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">float</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">int</span></code>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">bool</span></code>,</p></li>
+</ul>
+</li>
+<li><p><code class="docutils literal notranslate"><span class="pre">default</span></code> - default value for the argument,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">required</span></code> - boolean, tells if argument is required or not,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">enum</span></code> - a list of possible values for the argument,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">is_list</span></code> - tells if argument is a list of objects of types given in <code class="docutils literal notranslate"><span class="pre">type</span></code> field,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">nullable</span></code> - tells if argument can be empty (<code class="docutils literal notranslate"><span class="pre">None</span></code>).</p></li>
+</ul>
+<p>Let’s add parameters to the example class:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">kenning.core.optimizer</span> <span class="kn">import</span> <span class="n">Optimizer</span>
+<span class="kn">from</span> <span class="nn">kenning.core.dataset</span> <span class="kn">import</span> <span class="n">Dataset</span>
+
+
+<span class="k">class</span> <span class="nc">TensorFlowLiteCompiler</span><span class="p">(</span><span class="n">Optimizer</span><span class="p">):</span>
+    <span class="n">arguments_structure</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s1">&#39;inferenceinputtype&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--inference-input-type&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Data type of the input layer&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;enum&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;float32&#39;</span><span class="p">,</span> <span class="s1">&#39;int8&#39;</span><span class="p">,</span> <span class="s1">&#39;uint8&#39;</span><span class="p">]</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;inferenceoutputtype&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--inference-output-type&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Data type of the output layer&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;enum&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;float32&#39;</span><span class="p">,</span> <span class="s1">&#39;int8&#39;</span><span class="p">,</span> <span class="s1">&#39;uint8&#39;</span><span class="p">]</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;quantize_model&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--quantize-model&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Tells if model should be quantized&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="kc">False</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;dataset_percentage&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Tells how much data from dataset (from 0.0 to &#39;</span>
+                           <span class="s1">&#39;1.0) will be used for calibration dataset&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="mf">0.25</span>
+        <span class="p">}</span>
+    <span class="p">}</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="n">dataset</span><span class="p">:</span> <span class="n">Dataset</span><span class="p">,</span>
+            <span class="n">compiled_model_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
+            <span class="n">inferenceinputtype</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="n">inferenceoutputtype</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="n">dataset_percentage</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.25</span><span class="p">,</span>
+            <span class="n">quantize_model</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">inferenceinputtype</span> <span class="o">=</span> <span class="n">inferenceinputtype</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">inferenceoutputtype</span> <span class="o">=</span> <span class="n">inferenceoutputtype</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dataset_percentage</span> <span class="o">=</span> <span class="n">dataset_percentage</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">quantize_model</span> <span class="o">=</span> <span class="n">quantize_model</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">compiled_model_path</span><span class="p">)</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_argparse</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">args</span><span class="p">):</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span>
+            <span class="n">dataset</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">compiled_model_path</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">inference_input_type</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">inference_output_type</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">dataset_percentage</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">quantize_model</span>
+        <span class="p">)</span>
+</code></pre></div>
+</div>
+<p>In addition to defined arguments, there are also default <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a> arguments - the <a class="reference internal" href="kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a> object and path to save the model (<code class="docutils literal notranslate"><span class="pre">compiled_model_path</span></code>).</p>
+<p>Also, a <code class="docutils literal notranslate"><span class="pre">from_argparse</span></code> object creator is implemented, since there are additional parameters (<code class="docutils literal notranslate"><span class="pre">dataset</span></code>) to handle. The <code class="docutils literal notranslate"><span class="pre">from_parameterschema</span></code> function is created automatically.</p>
+<p>Additionally, if the new class does not inherit from any Kenning core classes, then it should inherit directly from <a class="reference internal" href="kenning-api.html#argumentshandler-api"><span class="std std-ref">ArgumentsHandler</span></a> class which is responsible for creating <code class="docutils literal notranslate"><span class="pre">argparse</span></code> groups and JSON schema from <code class="docutils literal notranslate"><span class="pre">arguments_structure</span></code>.</p>
+<p>The above implementation of arguments is common for all core classes.</p>
+<h3 id="defining-supported-output-and-input-types">Defining supported output and input types<a class="headerlink" href="#defining-supported-output-and-input-types" title="Permalink to this heading">¶</a></h3>
+<p>The Kenning classes for consecutive steps are meant to work in a seamless manner, which means providing various ways to pass the model from one class to another.</p>
+<p>Usually, each class can accept multiple model input formats and provides at least one output format that can be accepted in other classes (except for <code class="docutils literal notranslate"><span class="pre">terminal</span></code> compilers, such as <a class="reference external" href="https://tvm.apache.org/">Apache TVM</a>, that compile models to a runtime library).</p>
+<p>The list of supported output formats is represented in a class with an <code class="docutils literal notranslate"><span class="pre">outputtypes</span></code> list:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code>    <span class="n">outputtypes</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="s1">&#39;tflite&#39;</span>
+    <span class="p">]</span>
+</code></pre></div>
+</div>
+<p>The supported input formats are delivered in a form of a dictionary, mapping the supported input type name to the function used to load a model:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code>    <span class="n">inputtypes</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s1">&#39;keras&#39;</span><span class="p">:</span> <span class="n">kerasconversion</span><span class="p">,</span>
+        <span class="s1">&#39;tensorflow&#39;</span><span class="p">:</span> <span class="n">tensorflowconversion</span>
+    <span class="p">}</span>
+</code></pre></div>
+</div>
+<p>Let’s update the code with supported types:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">kenning.core.optimizer</span> <span class="kn">import</span> <span class="n">Optimizer</span>
+<span class="kn">import</span> <span class="nn">tensorflow</span> <span class="k">as</span> <span class="nn">tf</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+
+
+<span class="k">def</span> <span class="nf">kerasconversion</span><span class="p">(</span><span class="n">modelpath</span><span class="p">:</span> <span class="n">Path</span><span class="p">):</span>
+    <span class="n">model</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">keras</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">load_model</span><span class="p">(</span><span class="n">modelpath</span><span class="p">)</span>
+    <span class="n">converter</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">lite</span><span class="o">.</span><span class="n">TFLiteConverter</span><span class="o">.</span><span class="n">from_keras_model</span><span class="p">(</span><span class="n">model</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">converter</span>
+
+
+<span class="k">def</span> <span class="nf">tensorflowconversion</span><span class="p">(</span><span class="n">modelpath</span><span class="p">:</span> <span class="n">Path</span><span class="p">):</span>
+    <span class="n">converter</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">lite</span><span class="o">.</span><span class="n">TFLiteConverter</span><span class="o">.</span><span class="n">from_saved_model</span><span class="p">(</span><span class="n">modelpath</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">converter</span>
+
+
+<span class="k">class</span> <span class="nc">TensorFlowLiteCompiler</span><span class="p">(</span><span class="n">Optimizer</span><span class="p">):</span>
+    <span class="n">arguments_structure</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s1">&#39;inferenceinputtype&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--inference-input-type&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Data type of the input layer&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;enum&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;float32&#39;</span><span class="p">,</span> <span class="s1">&#39;int8&#39;</span><span class="p">,</span> <span class="s1">&#39;uint8&#39;</span><span class="p">]</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;inferenceoutputtype&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--inference-output-type&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Data type of the output layer&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;enum&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;float32&#39;</span><span class="p">,</span> <span class="s1">&#39;int8&#39;</span><span class="p">,</span> <span class="s1">&#39;uint8&#39;</span><span class="p">]</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;quantize_model&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--quantize-model&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Tells if model should be quantized&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="kc">False</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;dataset_percentage&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Tells how much data from dataset (from 0.0 to &#39;</span>
+                           <span class="s1">&#39;1.0) will be used for calibration dataset&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="mf">0.25</span>
+        <span class="p">}</span>
+    <span class="p">}</span>
+
+    <span class="n">outputtypes</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="s1">&#39;tflite&#39;</span>
+    <span class="p">]</span>
+
+    <span class="n">inputtypes</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s1">&#39;keras&#39;</span><span class="p">:</span> <span class="n">kerasconversion</span><span class="p">,</span>
+        <span class="s1">&#39;tensorflow&#39;</span><span class="p">:</span> <span class="n">tensorflowconversion</span>
+    <span class="p">}</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="n">dataset</span><span class="p">:</span> <span class="n">Dataset</span><span class="p">,</span>
+            <span class="n">compiled_model_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
+            <span class="n">inferenceinputtype</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="n">inferenceoutputtype</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="n">dataset_percentage</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.25</span><span class="p">,</span>
+            <span class="n">quantize_model</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">inferenceinputtype</span> <span class="o">=</span> <span class="n">inferenceinputtype</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">inferenceoutputtype</span> <span class="o">=</span> <span class="n">inferenceoutputtype</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dataset_percentage</span> <span class="o">=</span> <span class="n">dataset_percentage</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">quantize_model</span> <span class="o">=</span> <span class="n">quantize_model</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">compiled_model_path</span><span class="p">)</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_argparse</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">args</span><span class="p">):</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span>
+            <span class="n">dataset</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">compiled_model_path</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">inference_input_type</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">inference_output_type</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">dataset_percentage</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">quantize_model</span>
+        <span class="p">)</span>
+</code></pre></div>
+</div>
+<h3 id="implementing-unimplemented-methods">Implementing unimplemented methods<a class="headerlink" href="#implementing-unimplemented-methods" title="Permalink to this heading">¶</a></h3>
+<p>The remaining aspect of developing Kenning classes is implementing unimplemented methods.
+Unimplemented methods raise the <code class="docutils literal notranslate"><span class="pre">NotImplementedError</span></code>.</p>
+<p>In case of the <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a> class, it is the <code class="docutils literal notranslate"><span class="pre">compile</span></code> method and <code class="docutils literal notranslate"><span class="pre">get_framework_and_version</span></code>.</p>
+<p>When implementing unimplemented methods, it is crucial to follow type hints both for inputs and outputs - more details can be found in the documentation for the method.
+Sticking to the type hints ensures compatibility between blocks, which is required for a seamless connection between compilation components.</p>
+<p>Let’s finish the implementation of the <a class="reference internal" href="kenning-api.html#optimizer-api"><span class="std std-ref">Optimizer</span></a>-based class:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">kenning.core.optimizer</span> <span class="kn">import</span> <span class="n">Optimizer</span>
+<span class="kn">from</span> <span class="nn">kenning.core.dataset</span> <span class="kn">import</span> <span class="n">Dataset</span>
+<span class="kn">import</span> <span class="nn">tensorflow</span> <span class="k">as</span> <span class="nn">tf</span>
+<span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Optional</span><span class="p">,</span> <span class="n">Dict</span><span class="p">,</span> <span class="n">List</span>
+
+
+<span class="k">def</span> <span class="nf">kerasconversion</span><span class="p">(</span><span class="n">modelpath</span><span class="p">:</span> <span class="n">Path</span><span class="p">):</span>
+    <span class="n">model</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">keras</span><span class="o">.</span><span class="n">models</span><span class="o">.</span><span class="n">load_model</span><span class="p">(</span><span class="n">modelpath</span><span class="p">)</span>
+    <span class="n">converter</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">lite</span><span class="o">.</span><span class="n">TFLiteConverter</span><span class="o">.</span><span class="n">from_keras_model</span><span class="p">(</span><span class="n">model</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">converter</span>
+
+
+<span class="k">def</span> <span class="nf">tensorflowconversion</span><span class="p">(</span><span class="n">modelpath</span><span class="p">:</span> <span class="n">Path</span><span class="p">):</span>
+    <span class="n">converter</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">lite</span><span class="o">.</span><span class="n">TFLiteConverter</span><span class="o">.</span><span class="n">from_saved_model</span><span class="p">(</span><span class="n">modelpath</span><span class="p">)</span>
+    <span class="k">return</span> <span class="n">converter</span>
+
+
+<span class="k">class</span> <span class="nc">TensorFlowLiteCompiler</span><span class="p">(</span><span class="n">Optimizer</span><span class="p">):</span>
+    <span class="n">arguments_structure</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s1">&#39;inferenceinputtype&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--inference-input-type&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Data type of the input layer&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;enum&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;float32&#39;</span><span class="p">,</span> <span class="s1">&#39;int8&#39;</span><span class="p">,</span> <span class="s1">&#39;uint8&#39;</span><span class="p">]</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;inferenceoutputtype&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--inference-output-type&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Data type of the output layer&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;enum&#39;</span><span class="p">:</span> <span class="p">[</span><span class="s1">&#39;float32&#39;</span><span class="p">,</span> <span class="s1">&#39;int8&#39;</span><span class="p">,</span> <span class="s1">&#39;uint8&#39;</span><span class="p">]</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;quantize_model&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;argparse_name&#39;</span><span class="p">:</span> <span class="s1">&#39;--quantize-model&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Tells if model should be quantized&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">bool</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="kc">False</span>
+        <span class="p">},</span>
+        <span class="s1">&#39;dataset_percentage&#39;</span><span class="p">:</span> <span class="p">{</span>
+            <span class="s1">&#39;description&#39;</span><span class="p">:</span> <span class="s1">&#39;Tells how much data from dataset (from 0.0 to &#39;</span>
+                           <span class="s1">&#39;1.0) will be used for calibration dataset&#39;</span><span class="p">,</span>
+            <span class="s1">&#39;type&#39;</span><span class="p">:</span> <span class="nb">float</span><span class="p">,</span>
+            <span class="s1">&#39;default&#39;</span><span class="p">:</span> <span class="mf">0.25</span>
+        <span class="p">}</span>
+    <span class="p">}</span>
+
+    <span class="n">outputtypes</span> <span class="o">=</span> <span class="p">[</span>
+        <span class="s1">&#39;tflite&#39;</span>
+    <span class="p">]</span>
+
+    <span class="n">inputtypes</span> <span class="o">=</span> <span class="p">{</span>
+        <span class="s1">&#39;keras&#39;</span><span class="p">:</span> <span class="n">kerasconversion</span><span class="p">,</span>
+        <span class="s1">&#39;tensorflow&#39;</span><span class="p">:</span> <span class="n">tensorflowconversion</span>
+    <span class="p">}</span>
+
+    <span class="k">def</span> <span class="fm">__init__</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="n">dataset</span><span class="p">:</span> <span class="n">Dataset</span><span class="p">,</span>
+            <span class="n">compiled_model_path</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
+            <span class="n">inferenceinputtype</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="n">inferenceoutputtype</span><span class="p">:</span> <span class="nb">str</span> <span class="o">=</span> <span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+            <span class="n">dataset_percentage</span><span class="p">:</span> <span class="nb">float</span> <span class="o">=</span> <span class="mf">0.25</span><span class="p">,</span>
+            <span class="n">quantize_model</span><span class="p">:</span> <span class="nb">bool</span> <span class="o">=</span> <span class="kc">False</span><span class="p">):</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">inferenceinputtype</span> <span class="o">=</span> <span class="n">inferenceinputtype</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">inferenceoutputtype</span> <span class="o">=</span> <span class="n">inferenceoutputtype</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">dataset_percentage</span> <span class="o">=</span> <span class="n">dataset_percentage</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">quantize_model</span> <span class="o">=</span> <span class="n">quantize_model</span>
+        <span class="nb">super</span><span class="p">()</span><span class="o">.</span><span class="fm">__init__</span><span class="p">(</span><span class="n">dataset</span><span class="p">,</span> <span class="n">compiled_model_path</span><span class="p">)</span>
+
+    <span class="nd">@classmethod</span>
+    <span class="k">def</span> <span class="nf">from_argparse</span><span class="p">(</span><span class="bp">cls</span><span class="p">,</span> <span class="n">dataset</span><span class="p">,</span> <span class="n">args</span><span class="p">):</span>
+        <span class="k">return</span> <span class="bp">cls</span><span class="p">(</span>
+            <span class="n">dataset</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">compiled_model_path</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">inference_input_type</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">inference_output_type</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">dataset_percentage</span><span class="p">,</span>
+            <span class="n">args</span><span class="o">.</span><span class="n">quantize_model</span>
+        <span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">compile</span><span class="p">(</span>
+            <span class="bp">self</span><span class="p">,</span>
+            <span class="n">inputmodelpath</span><span class="p">:</span> <span class="n">Path</span><span class="p">,</span>
+            <span class="n">io_spec</span><span class="p">:</span> <span class="n">Optional</span><span class="p">[</span><span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">List</span><span class="p">[</span><span class="n">Dict</span><span class="p">]]]</span> <span class="o">=</span> <span class="kc">None</span><span class="p">):</span>
+
+        <span class="c1"># load I/O specification for the model</span>
+        <span class="k">if</span> <span class="n">io_spec</span> <span class="ow">is</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">io_spec</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">load_io_specification</span><span class="p">(</span><span class="n">inputmodelpath</span><span class="p">)</span>
+
+        <span class="c1"># load the model using chosen input type</span>
+        <span class="n">converter</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">inputtypes</span><span class="p">[</span><span class="bp">self</span><span class="o">.</span><span class="n">inputtype</span><span class="p">](</span><span class="n">inputmodelpath</span><span class="p">)</span>
+
+        <span class="c1"># preparing model compilation using class arguments</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">quantize_model</span><span class="p">:</span>
+            <span class="n">converter</span><span class="o">.</span><span class="n">optimizations</span> <span class="o">=</span> <span class="p">[</span><span class="n">tf</span><span class="o">.</span><span class="n">lite</span><span class="o">.</span><span class="n">Optimize</span><span class="o">.</span><span class="n">DEFAULT</span><span class="p">]</span>
+            <span class="n">converter</span><span class="o">.</span><span class="n">target_spec</span><span class="o">.</span><span class="n">supported_ops</span> <span class="o">=</span> <span class="p">[</span>
+                <span class="n">tf</span><span class="o">.</span><span class="n">lite</span><span class="o">.</span><span class="n">OpsSet</span><span class="o">.</span><span class="n">TFLITE_BUILTINS_INT8</span>
+            <span class="p">]</span>
+        <span class="n">converter</span><span class="o">.</span><span class="n">inference_input_type</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">as_dtype</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">inferenceinputtype</span><span class="p">)</span>
+        <span class="n">converter</span><span class="o">.</span><span class="n">inference_output_type</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">as_dtype</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">inferenceoutputtype</span><span class="p">)</span>
+
+        <span class="c1"># dataset can be used during compilation i.e. for calibration</span>
+        <span class="c1"># purposes</span>
+        <span class="k">if</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataset</span> <span class="ow">and</span> <span class="bp">self</span><span class="o">.</span><span class="n">quantize_model</span><span class="p">:</span>
+            <span class="k">def</span> <span class="nf">generator</span><span class="p">():</span>
+                <span class="k">for</span> <span class="n">entry</span> <span class="ow">in</span> <span class="bp">self</span><span class="o">.</span><span class="n">dataset</span><span class="o">.</span><span class="n">calibration_dataset_generator</span><span class="p">(</span>
+                        <span class="bp">self</span><span class="o">.</span><span class="n">dataset_percentage</span><span class="p">):</span>
+                    <span class="k">yield</span> <span class="p">[</span><span class="n">np</span><span class="o">.</span><span class="n">array</span><span class="p">(</span><span class="n">entry</span><span class="p">,</span> <span class="n">dtype</span><span class="o">=</span><span class="n">np</span><span class="o">.</span><span class="n">float32</span><span class="p">)]</span>
+            <span class="n">converter</span><span class="o">.</span><span class="n">representative_dataset</span> <span class="o">=</span> <span class="n">generator</span>
+
+        <span class="c1"># compile and save the model</span>
+        <span class="n">tflite_model</span> <span class="o">=</span> <span class="n">converter</span><span class="o">.</span><span class="n">convert</span><span class="p">()</span>
+        <span class="k">with</span> <span class="nb">open</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">compiled_model_path</span><span class="p">,</span> <span class="s1">&#39;wb&#39;</span><span class="p">)</span> <span class="k">as</span> <span class="n">f</span><span class="p">:</span>
+            <span class="n">f</span><span class="o">.</span><span class="n">write</span><span class="p">(</span><span class="n">tflite_model</span><span class="p">)</span>
+
+        <span class="c1"># update the I/O specification</span>
+        <span class="n">interpreter</span> <span class="o">=</span> <span class="n">tf</span><span class="o">.</span><span class="n">lite</span><span class="o">.</span><span class="n">Interpreter</span><span class="p">(</span><span class="n">model_content</span><span class="o">=</span><span class="n">tflite_model</span><span class="p">)</span>
+        <span class="n">signature</span> <span class="o">=</span> <span class="n">interpreter</span><span class="o">.</span><span class="n">get_signature_runner</span><span class="p">()</span>
+
+        <span class="k">def</span> <span class="nf">update_io_spec</span><span class="p">(</span><span class="n">sig_det</span><span class="p">,</span> <span class="n">int_det</span><span class="p">,</span> <span class="n">key</span><span class="p">):</span>
+            <span class="k">for</span> <span class="n">order</span><span class="p">,</span> <span class="n">spec</span> <span class="ow">in</span> <span class="nb">enumerate</span><span class="p">(</span><span class="n">io_spec</span><span class="p">[</span><span class="n">key</span><span class="p">]):</span>
+                <span class="n">old_name</span> <span class="o">=</span> <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;name&#39;</span><span class="p">]</span>
+                <span class="n">new_name</span> <span class="o">=</span> <span class="n">sig_det</span><span class="p">[</span><span class="n">old_name</span><span class="p">][</span><span class="s1">&#39;name&#39;</span><span class="p">]</span>
+                <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;name&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_name</span>
+                <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;order&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">order</span>
+
+            <span class="n">quantized</span> <span class="o">=</span> <span class="nb">any</span><span class="p">([</span><span class="n">det</span><span class="p">[</span><span class="s1">&#39;quantization&#39;</span><span class="p">][</span><span class="mi">0</span><span class="p">]</span> <span class="o">!=</span> <span class="mi">0</span> <span class="k">for</span> <span class="n">det</span> <span class="ow">in</span> <span class="n">int_det</span><span class="p">])</span>
+            <span class="n">new_spec</span> <span class="o">=</span> <span class="p">[]</span>
+            <span class="k">for</span> <span class="n">det</span> <span class="ow">in</span> <span class="n">int_det</span><span class="p">:</span>
+                <span class="n">spec</span> <span class="o">=</span> <span class="p">[</span>
+                    <span class="n">spec</span> <span class="k">for</span> <span class="n">spec</span> <span class="ow">in</span> <span class="n">io_spec</span><span class="p">[</span><span class="n">key</span><span class="p">]</span>
+                    <span class="k">if</span> <span class="n">det</span><span class="p">[</span><span class="s1">&#39;name&#39;</span><span class="p">]</span> <span class="o">==</span> <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;name&#39;</span><span class="p">]</span>
+                <span class="p">][</span><span class="mi">0</span><span class="p">]</span>
+
+                <span class="k">if</span> <span class="n">quantized</span><span class="p">:</span>
+                    <span class="n">scale</span><span class="p">,</span> <span class="n">zero_point</span> <span class="o">=</span> <span class="n">det</span><span class="p">[</span><span class="s1">&#39;quantization&#39;</span><span class="p">]</span>
+                    <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;scale&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">scale</span>
+                    <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;zero_point&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">zero_point</span>
+                    <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;prequantized_dtype&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;dtype&#39;</span><span class="p">]</span>
+                    <span class="n">spec</span><span class="p">[</span><span class="s1">&#39;dtype&#39;</span><span class="p">]</span> <span class="o">=</span> <span class="n">np</span><span class="o">.</span><span class="n">dtype</span><span class="p">(</span><span class="n">det</span><span class="p">[</span><span class="s1">&#39;dtype&#39;</span><span class="p">])</span><span class="o">.</span><span class="n">name</span>
+                <span class="n">new_spec</span><span class="o">.</span><span class="n">append</span><span class="p">(</span><span class="n">spec</span><span class="p">)</span>
+            <span class="n">io_spec</span><span class="p">[</span><span class="n">key</span><span class="p">]</span> <span class="o">=</span> <span class="n">new_spec</span>
+
+        <span class="n">update_io_spec</span><span class="p">(</span>
+            <span class="n">signature</span><span class="o">.</span><span class="n">get_input_details</span><span class="p">(),</span>
+            <span class="n">interpreter</span><span class="o">.</span><span class="n">get_input_details</span><span class="p">(),</span>
+            <span class="s1">&#39;input&#39;</span>
+        <span class="p">)</span>
+        <span class="n">update_io_spec</span><span class="p">(</span>
+            <span class="n">signature</span><span class="o">.</span><span class="n">get_output_details</span><span class="p">(),</span>
+            <span class="n">interpreter</span><span class="o">.</span><span class="n">get_output_details</span><span class="p">(),</span>
+            <span class="s1">&#39;output&#39;</span>
+        <span class="p">)</span>
+
+        <span class="c1"># save updated I/O specification</span>
+        <span class="bp">self</span><span class="o">.</span><span class="n">save_io_specification</span><span class="p">(</span><span class="n">inputmodelpath</span><span class="p">,</span> <span class="n">io_spec</span><span class="p">)</span>
+
+    <span class="k">def</span> <span class="nf">get_framework_and_version</span><span class="p">(</span><span class="bp">self</span><span class="p">):</span>
+        <span class="k">return</span> <span class="s1">&#39;tensorflow&#39;</span><span class="p">,</span> <span class="n">tf</span><span class="o">.</span><span class="n">__version__</span>
+</code></pre></div>
+</div>
+<p>There are several important things regarding the code snippet above:</p>
+<ul class="simple">
+<li><p>The information regarding inputs and outputs can be collected with the <code class="docutils literal notranslate"><span class="pre">self.load_io_specification</span></code> method, present in all classes.</p></li>
+<li><p>The information about the input format to use is delivered in the <code class="docutils literal notranslate"><span class="pre">self.inputtype</span></code> field - it is updated automatically by the function consulting the best supported format for previous and current block.</p></li>
+<li><p>If the I/O metadata is affected by the current block, it needs to be updated and saved along with the compiled model using the <code class="docutils literal notranslate"><span class="pre">self.save_io_specification</span></code> method.</p></li>
+</ul>
+<h3 id="using-the-implemented-block">Using the implemented block<a class="headerlink" href="#using-the-implemented-block" title="Permalink to this heading">¶</a></h3>
+<p>In the Python script, the above class can be used with other classes from the <a class="reference internal" href="kenning-api.html"><span class="doc std std-doc">Kenning API</span></a> as is - it is a regular Python code.</p>
+<p>To use the implemented block in the JSON scenario (as described in <a class="reference internal" href="json-scenarios.html"><span class="doc std std-doc">Defining optimization pipelines in Kenning</span></a>, the module implementing the class needs to be available from the current directory, or the path to the module needs to be added to the <code class="docutils literal notranslate"><span class="pre">PYTHONPATH</span></code> variable.</p>
+<p>Let’s assume that the class was implemented in the <code class="docutils literal notranslate"><span class="pre">my_optimizer.py</span></code> file.
+The scenario can look as follows:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/pet-dataset&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="hll"><span class="w">    </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="p">[</span>
+</span><span class="hll"><span class="w">        </span><span class="p">{</span>
+</span><span class="hll"><span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;my_optimizer.TensorFlowLiteCompiler&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+</span><span class="hll"><span class="w">            </span><span class="p">{</span>
+</span><span class="hll"><span class="w">                </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/compiled-model.tflite&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">                </span><span class="nt">&quot;inference_input_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">                </span><span class="nt">&quot;inference_output_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;float32&quot;</span>
+</span><span class="hll"><span class="w">            </span><span class="p">}</span>
+</span><span class="hll"><span class="w">        </span><span class="p">}</span>
+</span><span class="hll"><span class="w">    </span><span class="p">],</span>
+</span><span class="w">    </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.tflite.TFLiteRuntime&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/compiled-model.tflite&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>The emphasized line demonstrates usage of the implemented <code class="docutils literal notranslate"><span class="pre">TensorFlowLiteCompiler</span></code> from the <code class="docutils literal notranslate"><span class="pre">my_optimizer.py</span></code> script.</p>
+<p>This sums up the Kenning development process.</p>
+<h2 id="implementing-kenning-runtime-blocks">Implementing Kenning runtime blocks<a class="headerlink" href="#implementing-kenning-runtime-blocks" title="Permalink to this heading">¶</a></h2>
+<h3 id="implementing-new-runners-for-kenningflow"><span id="implementing-runner"></span>Implementing new Runners for KenningFlow<a class="headerlink" href="#implementing-new-runners-for-kenningflow" title="Permalink to this heading">¶</a></h3>
+<p>The process of creating new <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> is almost the same as the process of implementing Kenning components described above, with a few additional steps.</p>
+<p>First of all, the new component needs to inherit from a Runner class (not necessarily directly).
+Then you need to implement the following methods:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">cleanup</span></code> - cleans resources after execution is stopped</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">should_close</span></code> - (<em>optional</em>) returns boolean indicating whether a runner ended processing and requests closing
+Possible reasons: a signal from terminal, user request in GUI, end of data to process, an error, and more.
+Default implementation always returns <code class="docutils literal notranslate"><span class="pre">False</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">run</span></code> - method that gets runner inputs, processes them and returns obtained results.</p></li>
+</ul>
+<p>Inputs for the runner are passed to the <code class="docutils literal notranslate"><span class="pre">run</span></code> method as a dictionary where the key is the input name specified in the KenningFlow JSON and the value is simply the input value.</p>
+<p>E.g. for <code class="docutils literal notranslate"><span class="pre">DetectionVisualizer</span></code> defined in JSON as</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.outputcollectors.detection_visualizer.DetectionVisualizer&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;output_width&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">608</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;output_height&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">608</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;inputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="hll"><span class="w">        </span><span class="nt">&quot;frame&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;cam_frame&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;detection_data&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;predictions&quot;</span>
+</span><span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>the <code class="docutils literal notranslate"><span class="pre">run</span></code> method access inputs as follows</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Any</span><span class="p">,</span> <span class="n">Dict</span>
+
+<span class="k">def</span> <span class="nf">run</span><span class="p">(</span><span class="bp">self</span><span class="p">,</span> <span class="n">inputs</span><span class="p">:</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="n">Any</span><span class="p">]:</span>
+<span class="hll">    <span class="n">input_data</span> <span class="o">=</span> <span class="n">inputs</span><span class="p">[</span><span class="s1">&#39;frame&#39;</span><span class="p">]</span>
+</span><span class="hll">    <span class="n">output_data</span> <span class="o">=</span> <span class="n">inputs</span><span class="p">[</span><span class="s1">&#39;detection_data&#39;</span><span class="p">]</span>
+</span>    <span class="bp">self</span><span class="o">.</span><span class="n">process_output</span><span class="p">(</span><span class="n">input_data</span><span class="p">,</span> <span class="n">output_data</span><span class="p">)</span>
+</code></pre></div>
+</div>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>In the example above, the <code class="docutils literal notranslate"><span class="pre">run</span></code> method does not contain a <code class="docutils literal notranslate"><span class="pre">return</span></code> statement, because this runner does not have any outputs.
+If you want to create a runner with outputs, this method should return a similar dictionary containing outputs.</p>
+</div>
+
+
+  <hr>
+<div class="md-source-file">
+  <small>
+    
+      Last update:
+      2024-01-18
+    
+  </small>
+</div>
+
+
+
+
+
+                
+              </article>
+            </div>
+          
+          
+        </div>
+        
+      </main>
+      
+        <footer class="md-footer">
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+    
+    <nav class="md-footer__inner md-grid" aria-label="Footer" >
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diff --git a/kenning-flow.html b/kenning-flow.html
new file mode 100644
index 000000000..a65f2d9a1
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+        <title>Creating applications with Kenning - Kenning</title>
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+      
+        <li class="md-nav__item">
+  <a href="#json-structure" class="md-nav__link">
+    <span class="md-ellipsis">JSON structure</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="JSON structure">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#runner-io" class="md-nav__link">
+    <span class="md-ellipsis">Runner IO</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#io-compatibility" class="md-nav__link">
+    <span class="md-ellipsis">IO compatibility</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#io-non-standard-types" class="md-nav__link">
+    <span class="md-ellipsis">IO non-<wbr>standard types</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#io-names-and-mapping" class="md-nav__link">
+    <span class="md-ellipsis">IO names and mapping</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#runtime-example" class="md-nav__link">
+    <span class="md-ellipsis">Runtime example</span>
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+  <a href="#kenningflow-execution" class="md-nav__link">
+    <span class="md-ellipsis">Kenning<wbr>Flow execution</span>
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+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#implemented-runners" class="md-nav__link">
+    <span class="md-ellipsis">Implemented Runners</span>
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+
+<h1 id="creating-applications-with-kenning">Creating applications with Kenning<a class="headerlink" href="#creating-applications-with-kenning" title="Permalink to this heading">¶</a></h1>
+<p>The <a class="reference internal" href="kenning-api.html#kenningflow-api"><span class="std std-ref">KenningFlow</span></a> allows you to run an arbitrary sequence of processing blocks that provide data, execute models using existing Kenning classes and wrappers, and processes results.
+You can use it to quickly create applications with Kenning after optimizing the model and using it in actual use cases.</p>
+<p>Kenning for runtime uses both existing classes, such as <a class="reference internal" href="kenning-api.html#modelwrapper-api"><span class="std std-ref">ModelWrapper</span></a>, <a class="reference internal" href="kenning-api.html#runtime-api"><span class="std std-ref">Runtime</span></a>, and dedicated <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a>-based classes.
+The latter family of classes are actual functional blocks used in <a class="reference internal" href="kenning-api.html#kenningflow-api"><span class="std std-ref">KenningFlow</span></a> that can be used for:</p>
+<ul class="simple">
+<li><p>Obtaining data from sources - <a class="reference internal" href="kenning-api.html#dataprovider-api"><span class="std std-ref">DataProvider</span></a>, e.g. iterating files in the filesystem, grabbing frames from a camera or downloading data from a remote source,</p></li>
+<li><p>Processing and delivering data - <a class="reference internal" href="kenning-api.html#outputcollector-api"><span class="std std-ref">OutputCollector</span></a>, e.g. sending results to the client application, visualizing model results in GUI, or storing results in a summary file,</p></li>
+<li><p>Running and processing various models,</p></li>
+<li><p>Applying other actions, such as additional data analysis, preprocessing, packing, and more.</p></li>
+</ul>
+<p>A <a class="reference internal" href="kenning-api.html#kenningflow-api"><span class="std std-ref">KenningFlow</span></a> scenario definition can be saved in a JSON file and then run using the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.json_flow_runner</span></code> script.</p>
+<h2 id="json-structure">JSON structure<a class="headerlink" href="#json-structure" title="Permalink to this heading">¶</a></h2>
+<p>JSON configuration consist of a list of dictionaries describing each <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a>-based instance.</p>
+<p>A sample <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> specification looks as follows:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.dataproviders.camera_dataprovider.CameraDataProvider&quot;</span><span class="p">,</span>
+<span class="w">  </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;video_file_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;/dev/video0&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;input_memory_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;input_width&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">608</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;input_height&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">608</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;outputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;frame&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;cam_frame&quot;</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>Each <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> dictionary consists of:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">type</span></code> - <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> class. E.g. <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/dataproviders/camera_dataprovider.py">CameraDataProvider</a>,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">parameters</span></code> - parameters passed to class constructor. In this case, we specify a path to a video device (<code class="docutils literal notranslate"><span class="pre">/dev/video0</span></code>), expected memory format (<code class="docutils literal notranslate"><span class="pre">NCHW</span></code>), image size (<code class="docutils literal notranslate"><span class="pre">608x608</span></code>)</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">inputs</span></code> - (<em>optional</em>) <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> instance inputs. In the example above, there are none,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">outputs</span></code> - (<em>optional</em>) <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> instance outputs. In the example above, it is a single output - camera frame defined as the variable <code class="docutils literal notranslate"><span class="pre">cam_frame</span></code> in the flow.</p></li>
+</ul>
+<h3 id="runner-io">Runner IO<a class="headerlink" href="#runner-io" title="Permalink to this heading">¶</a></h3>
+<p>The input and output specification in <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> classes is the same as described in <a class="reference internal" href="kenning-development.html#model-io-metadata"><span class="std std-ref">Model and I/O metadata</span></a>.</p>
+<h3 id="io-compatibility">IO compatibility<a class="headerlink" href="#io-compatibility" title="Permalink to this heading">¶</a></h3>
+<p>IO compatibility is checked during flow JSON parsing.</p>
+<p>The <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> input is considered to be compatible with associated outputs if:</p>
+<ul class="simple">
+<li><p>in case of <code class="docutils literal notranslate"><span class="pre">numpy.ndarray</span></code>: <code class="docutils literal notranslate"><span class="pre">dtype</span></code> and <code class="docutils literal notranslate"><span class="pre">ndim</span></code> are equal and each dimension has either the same length or input dimension is set as <code class="docutils literal notranslate"><span class="pre">-1</span></code>, which represents any length.
+In the input spec, there can also be multiple valid shapes. If so, they are placed in an array, i.e. <code class="docutils literal notranslate"><span class="pre">[(1,</span> <span class="pre">-1,</span> <span class="pre">-1,</span> <span class="pre">3),</span> <span class="pre">(1,</span> <span class="pre">3,</span> <span class="pre">-1,</span> <span class="pre">-1)]</span></code>,</p></li>
+<li><p>in other cases: <code class="docutils literal notranslate"><span class="pre">type</span></code> fields are either equal or the input <code class="docutils literal notranslate"><span class="pre">type</span></code> field is <code class="docutils literal notranslate"><span class="pre">Any</span></code>.</p></li>
+</ul>
+<h3 id="io-non-standard-types">IO non-standard types<a class="headerlink" href="#io-non-standard-types" title="Permalink to this heading">¶</a></h3>
+<p>If the input or output is not a <code class="docutils literal notranslate"><span class="pre">numpy.ndarray</span></code>, then its type is described by the <code class="docutils literal notranslate"><span class="pre">type</span></code> field, which is a string.
+In the case of a detection output from an IO specification (described above) it is a <code class="docutils literal notranslate"><span class="pre">List[DetectObject]</span></code>.
+This is interpreted as a list of <code class="docutils literal notranslate"><span class="pre">DetectObject</span></code>s.
+The <code class="docutils literal notranslate"><span class="pre">DetectObject</span></code> is a named tuple describing detection output (class names, rectangle positions, score).</p>
+<h3 id="io-names-and-mapping">IO names and mapping<a class="headerlink" href="#io-names-and-mapping" title="Permalink to this heading">¶</a></h3>
+<p>The inputs and outputs present in JSON are mappings from <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a>‘s local IO names to flow global variable names, i.e. one <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> can define its outputs as <code class="docutils literal notranslate"><span class="pre">{&quot;output_name&quot;:</span> <span class="pre">&quot;data&quot;}</span></code> and another runner can use it as its input with <code class="docutils literal notranslate"><span class="pre">{&quot;input_name&quot;:</span> <span class="pre">&quot;data&quot;}</span></code>.
+These global variables must be unique and the variable defined as input needs to be defined in a previous block as output to prevent cycles in a flow’s structure.
+<a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> IO names are specific to runner type and model (for <code class="docutils literal notranslate"><span class="pre">ModelRuntimeRunner</span></code>).</p>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>IO names can be obtained using the <code class="docutils literal notranslate"><span class="pre">get_io_specification</span></code> method.</p>
+</div>
+<h3 id="runtime-example">Runtime example<a class="headerlink" href="#runtime-example" title="Permalink to this heading">¶</a></h3>
+<p>In order to create a <a class="reference internal" href="kenning-api.html#kenningflow-api"><span class="std std-ref">KenningFlow</span></a> presenting YOLOv4 model performance, create a file <code class="docutils literal notranslate"><span class="pre">flow_scenario_detection.json</span></code> and include the following configuration in it:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">[</span>
+<span class="w">  </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.dataproviders.camera_dataprovider.CameraDataProvider&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;video_file_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;/dev/video0&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;input_memory_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;input_width&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">608</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;input_height&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">608</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;outputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;frame&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;cam_frame&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runners.modelruntime_runner.ModelRuntimeRunner&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.object_detection.yolov4.ONNXYOLOV4&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">          </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/object_detection/yolov4.onnx&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">      </span><span class="p">},</span>
+<span class="w">      </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.onnx.ONNXRuntime&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">          </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/object_detection/yolov4.onnx&quot;</span><span class="p">,</span>
+<span class="w">          </span><span class="nt">&quot;execution_providers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;CUDAExecutionProvider&quot;</span><span class="p">]</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;inputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;input&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;cam_frame&quot;</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;outputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;detection_output&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;predictions&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.outputcollectors.real_time_visualizers.RealTimeDetectionVisualizer&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;viewer_width&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">512</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;viewer_height&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">512</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;input_memory_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;input_color_format&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;BGR&quot;</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;inputs&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;frame&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;cam_frame&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;detection_data&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;predictions&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">]</span>
+</code></pre></div>
+</div>
+<p>This JSON creates a <a class="reference internal" href="kenning-api.html#kenningflow-api"><span class="std std-ref">KenningFlow</span></a> that consists of three runners - <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/dataproviders/camera_dataprovider.py">CameraDataProvider</a>, <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/runners/modelruntime_runner.py">ModelRuntimeRunner</a> and <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/outputcollectors/real_time_visualizers.py">RealTimeDetectionVisualizer</a>:</p>
+<ul class="simple">
+<li><p>The first one captures frames from a camera and passes it as a <code class="docutils literal notranslate"><span class="pre">cam_frame</span></code> variable.</p></li>
+<li><p>The next one passes <code class="docutils literal notranslate"><span class="pre">cam_frame</span></code> to a detection model (in this case YOLOv4) and returns predicted detection objects as <code class="docutils literal notranslate"><span class="pre">predictions</span></code>.</p></li>
+<li><p>The last one gets both outputs (<code class="docutils literal notranslate"><span class="pre">cam_frame</span></code> and <code class="docutils literal notranslate"><span class="pre">predictions</span></code>) and shows a detection visualization using DearPyGui.</p></li>
+</ul>
+<h2 id="kenningflow-execution">KenningFlow execution<a class="headerlink" href="#kenningflow-execution" title="Permalink to this heading">¶</a></h2>
+<p>Now, you can execute KenningFlow using the above configuration.</p>
+<p>With the config saved in the <code class="docutils literal notranslate"><span class="pre">flow_scenario_detection.json</span></code> file, run the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.json_flow_runner</span></code> as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>flow<span class="w"> </span>--json-cfg<span class="w"> </span>flow_scenario_detection.json
+</code></pre></div>
+</div>
+<p>This module runs KenningFlow defined in given JSON file.
+With provided config it should read image from the camera and visualize output of detection model YOLOv4.</p>
+<h2 id="implemented-runners">Implemented Runners<a class="headerlink" href="#implemented-runners" title="Permalink to this heading">¶</a></h2>
+<p>Available implementations of <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner</span></a> can be found in the <a class="reference internal" href="kenning-api.html#runner-api"><span class="std std-ref">Runner documentation</span></a>.</p>
+<p>To create custom runners, check <a class="reference internal" href="kenning-development.html#implementing-runner"><span class="std std-ref">Implementing new Runners for KenningFlow</span></a>.</p>
+
+
+  <hr>
+<div class="md-source-file">
+  <small>
+    
+      Last update:
+      2024-01-18
+    
+  </small>
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+            <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20 11v2H8l5.5 5.5-1.42 1.42L4.16 12l7.92-7.92L13.5 5.5 8 11h12Z"/></svg>
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+      <a href="https://github.com/antmicro/kenning/tree/d6c7b4d878680acc645fa3a3d7aa5ce115d762c8">d6c7b4d8</a>
+        @ <a href="https://github.com/antmicro/kenning/tree/main">main</a>
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+</div>
+      
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diff --git a/kenning-gallery.html b/kenning-gallery.html
new file mode 100644
index 000000000..3272001ae
--- /dev/null
+++ b/kenning-gallery.html
@@ -0,0 +1,664 @@
+
+
+<!doctype html>
+<html lang="en" class="no-js">
+  <head>
+    
+      <meta charset="utf-8">
+      <meta name="viewport" content="width=device-width,initial-scale=1">
+      
+      
+      
+      <link rel="icon" href="">
+    
+    
+      
+        <title>Kenning gallery of use cases - Kenning</title>
+      
+    
+    
+      
+        
+        
+      
+      
+
+    
+    
+    
+      
+        
+        
+        <style>:root{--md-text-font:"Roboto";--md-code-font:"Roboto Mono"}</style>
+      
+    
+        <link rel="stylesheet" type="text/css" href="_static/sphinx_immaterial_theme.af531f03affe68837.min.css" />
+        <link rel="stylesheet" type="text/css" href="_static/css/bokeh.css" />
+    <script>__md_scope=new URL(".",location),__md_hash=e=>[...e].reduce((e,_)=>(e<<5)-e+_.charCodeAt(0),0),__md_get=(e,_=localStorage,t=__md_scope)=>JSON.parse(_.getItem(t.pathname+"."+e)),__md_set=(e,_,t=localStorage,a=__md_scope)=>{try{t.setItem(a.pathname+"."+e,JSON.stringify(_))}catch(e){}}</script>
+    
+      
+
+    
+    
+    
+  </head>
+  
+  
+    
+    
+      
+    
+    
+    
+    
+    <body dir="ltr" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange">
+  
+    
+    
+      <script>var palette=__md_get("__palette");if(palette&&"object"==typeof palette.color)for(var key of Object.keys(palette.color))document.body.setAttribute("data-md-color-"+key,palette.color[key])</script>
+    
+    <input class="md-toggle" data-md-toggle="drawer" type="checkbox" id="__drawer" autocomplete="off">
+    <input class="md-toggle" data-md-toggle="search" type="checkbox" id="__search" autocomplete="off">
+    <label class="md-overlay" for="__drawer"></label>
+    <div data-md-component="skip">
+      
+    </div>
+    <div data-md-component="announce">
+      
+    </div>
+    
+    
+      
+
+<header class="md-header" data-md-component="header">
+  <nav class="md-header__inner md-grid" aria-label="Header">
+    <a href="index.html" title="Kenning" class="md-header__button md-logo" aria-label="Kenning" data-md-component="logo">
+      <img src="_static/white.svg" alt="logo">
+    </a>
+    <label class="md-header__button md-icon" for="__drawer">
+      <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M3 6h18v2H3V6m0 5h18v2H3v-2m0 5h18v2H3v-2Z"/></svg>
+    </label>
+    <div class="md-header__title" data-md-component="header-title">
+      <div class="md-header__ellipsis">
+        <div class="md-header__topic">
+          <span class="md-ellipsis">
+            Kenning
+          </span>
+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Kenning gallery of use cases
+            
+          </span>
+        </div>
+      </div>
+    </div>
+    
+      <form class="md-header__option" data-md-component="palette">
+        
+          
+          
+          <input class="md-option" data-md-color-media="" data-md-color-scheme="slate" data-md-color-primary="teal" data-md-color-accent="deep-orange"  aria-label="Switch to light mode"  type="radio" name="__palette" id="__palette_1">
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+            <label class="md-header__button md-icon" title="Switch to light mode" for="__palette_2" hidden>
+              <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M12 7a5 5 0 0 1 5 5 5 5 0 0 1-5 5 5 5 0 0 1-5-5 5 5 0 0 1 5-5m0 2a3 3 0 0 0-3 3 3 3 0 0 0 3 3 3 3 0 0 0 3-3 3 3 0 0 0-3-3m0-7 2.39 3.42C13.65 5.15 12.84 5 12 5c-.84 0-1.65.15-2.39.42L12 2M3.34 7l4.16-.35A7.2 7.2 0 0 0 5.94 8.5c-.44.74-.69 1.5-.83 2.29L3.34 7m.02 10 1.76-3.77a7.131 7.131 0 0 0 2.38 4.14L3.36 17M20.65 7l-1.77 3.79a7.023 7.023 0 0 0-2.38-4.15l4.15.36m-.01 10-4.14.36c.59-.51 1.12-1.14 1.54-1.86.42-.73.69-1.5.83-2.29L20.64 17M12 22l-2.41-3.44c.74.27 1.55.44 2.41.44.82 0 1.63-.17 2.37-.44L12 22Z"/></svg>
+            </label>
+          
+        
+          
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+      <a href="json-scenarios.html" class="md-nav__link">
+        <span class="md-ellipsis">Defining optimization pipelines in Kenning</span>
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+          <span class="md-ellipsis">Kenning gallery of use cases</span>
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="#" class="md-nav__link md-nav__link--active">
+        <span class="md-ellipsis">Kenning gallery of use cases</span>
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+  
+  
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+      Table of contents
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+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="gallery/displaying-information-example.html" class="md-nav__link">
+    <span class="md-ellipsis">Displaying information about available classes</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="gallery/pipeline-manager-example.html" class="md-nav__link">
+    <span class="md-ellipsis">Visualizing Kenning data flows with Pipeline Manager</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="gallery/structured-pruning-torch.html" class="md-nav__link">
+    <span class="md-ellipsis">Structured pruning for Py<wbr>Torch models</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="gallery/tflite-tvm.html" class="md-nav__link">
+    <span class="md-ellipsis">Model quantization and compilation using TFLite and TVM</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="gallery/unstructured-pruning-tensorflow.html" class="md-nav__link">
+    <span class="md-ellipsis">Unstructured Pruning of Tensor<wbr>Flow Models</span>
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+    <li class="md-nav__item">
+      <a href="kenning-variables.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning environment variables</span>
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+  
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+  
+    <li class="md-nav__item">
+      <a href="kenning-measurements.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning measurements</span>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
+      </a>
+    </li>
+  
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="sample-report.html" class="md-nav__link">
+        <span class="md-ellipsis">Sample autogenerated report</span>
+      </a>
+    </li>
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+      
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-flow.html" class="md-nav__link">
+        <span class="md-ellipsis">Creating applications with Kenning</span>
+      </a>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-development.html" class="md-nav__link">
+        <span class="md-ellipsis">Developing Kenning blocks</span>
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+    <li class="md-nav__item">
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+        <span class="md-ellipsis">Kenning resources</span>
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+  
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+  
+    <li class="md-nav__item">
+      <a href="kenning-api.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning API</span>
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+  
+
+    
+  </ul>
+</nav>
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+            
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+                  
+
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+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="kenning-gallery-of-use-cases">Kenning gallery of use cases<a class="headerlink" href="#kenning-gallery-of-use-cases" title="Permalink to this heading">¶</a></h1>
+<p>This section contains step-by-step examples of Kenning use cases.</p>
+<div class="toctree-wrapper compound">
+<ul>
+<li class="toctree-l1"><a class="reference internal" href="gallery/displaying-information-example.html">Displaying information about available classes</a></li>
+<li class="toctree-l1"><a class="reference internal" href="gallery/pipeline-manager-example.html">Visualizing Kenning data flows with Pipeline Manager</a></li>
+<li class="toctree-l1"><a class="reference internal" href="gallery/structured-pruning-torch.html">Structured pruning for PyTorch models</a></li>
+<li class="toctree-l1"><a class="reference internal" href="gallery/tflite-tvm.html">Model quantization and compilation using TFLite and TVM</a></li>
+<li class="toctree-l1"><a class="reference internal" href="gallery/unstructured-pruning-tensorflow.html">Unstructured Pruning of TensorFlow Models</a></li>
+</ul>
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diff --git a/kenning-measurements.html b/kenning-measurements.html
new file mode 100644
index 000000000..961673356
--- /dev/null
+++ b/kenning-measurements.html
@@ -0,0 +1,649 @@
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+    
+      
+        <title>Kenning measurements - Kenning</title>
+      
+    
+    
+      
+        
+        
+      
+      
+
+    
+    
+    
+      
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+    
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+  
+  
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+        <div class="md-header__topic">
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+            Kenning
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+        </div>
+        <div class="md-header__topic" data-md-component="header-topic">
+          <span class="md-ellipsis">
+            
+              Kenning measurements
+            
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+        </div>
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+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="kenning-measurements">Kenning measurements<a class="headerlink" href="#kenning-measurements" title="Permalink to this heading">¶</a></h1>
+<p>Kenning measurements are a set of information describing the compilation and evaluation process happening in Kenning.</p>
+<p>They contain such information as:</p>
+<ul class="simple">
+<li><p>classes used to construct the optimization/runtime pipeline, along with their parameters,</p></li>
+<li><p>the JSON scenario used in the run,</p></li>
+<li><p>the command used to run the scenario,</p></li>
+<li><p>versions of the Python modules used,</p></li>
+<li><p>performance measurements, such as CPU usage, GPU usage,</p></li>
+<li><p>quality measurements, such as predictions, ground truth, confusion matrix</p></li>
+</ul>
+<p>All information is stored in JSON format.</p>
+<h2 id="performance-metrics">Performance metrics<a class="headerlink" href="#performance-metrics" title="Permalink to this heading">¶</a></h2>
+<p>While quality measurements are problem-specific (collected in the <code class="docutils literal notranslate"><span class="pre">evaluate</span></code> method of the <a class="reference internal" href="kenning-api.html#dataset-api"><span class="std std-ref">Dataset</span></a> class), performance metrics are common across devices and applications.</p>
+<p>Metrics are collected with a certain prefix <code class="docutils literal notranslate"><span class="pre">&lt;prefix&gt;</span></code>, indicating the scope of computations.
+There are:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;prefix&gt;_timestamp</span></code> - gives a timestamp for measurement collection in seconds.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;prefix&gt;_cpus_percent</span></code> - gives per-core CPU utilization in % in a form of a list of lists.
+They are % of per-CPU usages for every timestamp.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;prefix&gt;_mem_percent</span></code> - gives overall memory usage in %.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;prefix&gt;_gpu_utilization</span></code> - gives overall GPU utilization in % (only works on platforms with NVIDIA GPUs and NVIDIA Jetson embedded devices).</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;prefix&gt;_gpu_mem_utilization</span></code> - gives GPU memory utilization in % (only works on platforms with NVIDIA GPUs and NVIDIA Jetson embedded devices).</p></li>
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+  </a>
+
+<h1 id="kenning-resources">Kenning resources<a class="headerlink" href="#kenning-resources" title="Permalink to this heading">¶</a></h1>
+<p>For managing resources, such as models, compilers, datasets and more Kenning provides <a class="reference internal" href="kenning-api.html#resourcemanager-api"><span class="std std-ref">ResourceManager</span></a>.
+It handles:</p>
+<ul class="simple">
+<li><p>Downloading of remote files,</p></li>
+<li><p>Resolving custom URL schemes for cleaner and easy to follow file addresses,</p></li>
+<li><p>Managing directory with files, including quota checking, old files removal and full cleanup,</p></li>
+<li><p>Providing actual path to the resources in the filesystem.</p></li>
+</ul>
+<p>To run below examples it is required to install Kenning as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="accessing-resources">Accessing resources<a class="headerlink" href="#accessing-resources" title="Permalink to this heading">¶</a></h2>
+<p>To download a resource you can use <a class="reference internal" href="kenning-api.html#resourcemanager-api"><span class="std std-ref"><code class="docutils literal notranslate"><span class="pre">ResourceManager.get_resource</span></code></span></a> method.
+The parameters of this method are a URI of the resource and optional output path, where the file should be saved.
+If the output path is not specified, the file will be saved in <code class="docutils literal notranslate"><span class="pre">$KENNING_CACHE_DIR/uri.path</span></code>.</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="kn">import</span> <span class="nn">pathlib</span>
+<span class="kn">from</span> <span class="nn">kenning.utils.resource_manager</span> <span class="kn">import</span> <span class="n">ResourceManager</span><span class="p">,</span> <span class="n">ResourceURI</span>
+
+<span class="n">model_path</span> <span class="o">=</span> <span class="n">pathlib</span><span class="o">.</span><span class="n">Path</span><span class="p">(</span><span class="s1">&#39;./model.h5&#39;</span><span class="p">)</span>
+<span class="n">ResourceManager</span><span class="p">()</span><span class="o">.</span><span class="n">get_resource</span><span class="p">(</span><span class="s1">&#39;kenning:///models/classification/magic_wand.h5&#39;</span><span class="p">,</span> <span class="n">model_path</span><span class="p">)</span>
+</code></pre></div>
+</div>
+<p>Another way of accessing those resources is to use <a class="reference internal" href="kenning-api.html#resourceuri-api"><span class="std std-ref">ResourceURI</span></a> class.
+You can simply create an instance of this class and use it similarly to <a class="reference external" href="https://docs.python.org/3/library/pathlib.html#pathlib.Path"><code class="docutils literal notranslate"><span class="pre">pathlib.Path</span></code></a>:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="n">model_path</span> <span class="o">=</span> <span class="n">ResourceURI</span><span class="p">(</span><span class="s1">&#39;kenning:///models/classification/magic_wand.h5&#39;</span><span class="p">)</span>
+</code></pre></div>
+</div>
+<p>The provided path can be URL to remote resource, path to local file or URI which scheme is defined in <code class="docutils literal notranslate"><span class="pre">ResourceManager</span></code> conversions dictionary.</p>
+<h2 id="caching"><span id="kenning-cache-dir"></span>Caching<a class="headerlink" href="#caching" title="Permalink to this heading">¶</a></h2>
+<p>If the resource was not accessed before, the cached file was modified or the remote resource was updated, then it will be downloaded to local cache directory.
+The location of cache directory can be set using the environment variable <code class="docutils literal notranslate"><span class="pre">KENNING_CACHE_DIR</span></code>.
+If it is not set, then the default <code class="docutils literal notranslate"><span class="pre">~/.kenning</span></code> path will be used.
+You can also customize it using <a class="reference internal" href="kenning-api.html#resourcemanager-api"><span class="std std-ref"><code class="docutils literal notranslate"><span class="pre">ResourceManager.set_cache_dir</span></code></span></a> method.</p>
+<p>By default, the maximum size of the cache is set to 50 GB, but it can be changed using the environment variable <code class="docutils literal notranslate"><span class="pre">KENNING_MAX_CACHE_SIZE</span></code> or in the runtime using <a class="reference internal" href="kenning-api.html#resourcemanager-api"><span class="std std-ref"><code class="docutils literal notranslate"><span class="pre">ResourceManager.set_max_cache_size</span></code></span></a> method.
+Before each download the file size is checked and if the available cache space is not large enough, then the oldest files are deleted until there is enough space.
+If the file is bigger than maximum size of the cache, then the exception is raised.</p>
+<h2 id="custom-uri-schemes">Custom URI schemes<a class="headerlink" href="#custom-uri-schemes" title="Permalink to this heading">¶</a></h2>
+<p>As you can see above, the <code class="docutils literal notranslate"><span class="pre">ResourceManager</span></code> supports non-standard URI scheme <code class="docutils literal notranslate"><span class="pre">kenning://</span></code>.
+In fact, it can support various schemes defined by the user.</p>
+<p>The default available schemes are:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">http://</span></code>, <code class="docutils literal notranslate"><span class="pre">https://</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">file://</span></code> - provides the absolute path to the file in the filesystem</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">kenning://</span></code> - a scheme for downloading Kenning-specific resources from <code class="docutils literal notranslate"><span class="pre">https://dl.antmicro.com</span></code>.
+For example, <code class="docutils literal notranslate"><span class="pre">kenning:///models/classification/magic_wand.h5</span></code> resolves to <code class="docutils literal notranslate"><span class="pre">https://dl.antmicro.com/kenning/models/classification/magic_wand.h5</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">gh://</span></code> - used for downloading files from Github repositories, e.g. <code class="docutils literal notranslate"><span class="pre">gh://antmicro:kenning-bare-metal-iree-runtime/sim/config/platforms/springbok.repl;branch=main</span></code> resolves to <code class="docutils literal notranslate"><span class="pre">https://raw.githubusercontent.com/antmicro/kenning-bare-metal-iree-runtime/main/sim/config/platforms/springbok.repl</span></code></p></li>
+</ul>
+<p>This allows using links such as:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">https://dl.antmicro.com/kenning/models/classification/magic_wand.h5</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">kenning:///models/classification/magic_wand.h5</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">gh://antmicro:kenning-bare-metal-iree-runtime/sim/config/platforms/springbok.repl;branch=main</span></code></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">file:///some/directory/magic_wand.h5</span></code></p></li>
+</ul>
+<p>If the provided path does not have any scheme, the it will be interpreted as a path.
+For example:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="n">ResourceURI</span><span class="p">(</span><span class="s1">&#39;/some/path/magic_wand.h5&#39;</span><span class="p">)</span>
+</code></pre></div>
+</div>
+<p>Would behave the same as <code class="docutils literal notranslate"><span class="pre">Path('/some/path/magic_wand.h5')</span></code>.</p>
+<p>Before the URI is passed to format string or callable converter it is parsed into parts: scheme, netloc, path, params, query and fragment.
+Additionally the netloc and path are parsed into lists by splitting using either <code class="docutils literal notranslate"><span class="pre">'.'</span></code> or <code class="docutils literal notranslate"><span class="pre">'/'</span></code> separator and the params and query parts are parsed into dictionaries.</p>
+<p>The conversion can be:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">None</span></code> - no conversion is done.</p></li>
+<li><p>a format string - user can use URI attributes such as: scheme, netloc, path, params, query and fragment enclosed in curly braces.
+The netloc and path can be also used as lists (i.e. it is possible to use <code class="docutils literal notranslate"><span class="pre">{path[0]}</span></code> or <code class="docutils literal notranslate"><span class="pre">{netloc[1:]}</span></code> inside the format string) and the params and query can be used as dictionary (i.e. you can use <code class="docutils literal notranslate"><span class="pre">{params[branch]}</span></code> for URIs like <code class="docutils literal notranslate"><span class="pre">gh://antmicro:kenning-bare-metal-iree-runtime/sim/config/platforms/springbok.repl;branch=main</span></code>).</p></li>
+</ul>
+<ul class="simple">
+<li><p>a callable - the provided URI is parsed and passed into it.
+The callable can have parameters such as <code class="docutils literal notranslate"><span class="pre">scheme</span></code>, <code class="docutils literal notranslate"><span class="pre">netloc</span></code>, <code class="docutils literal notranslate"><span class="pre">path</span></code>, <code class="docutils literal notranslate"><span class="pre">params</span></code>, <code class="docutils literal notranslate"><span class="pre">query</span></code>, <code class="docutils literal notranslate"><span class="pre">netloc_list</span></code>, <code class="docutils literal notranslate"><span class="pre">path_list</span></code>, <code class="docutils literal notranslate"><span class="pre">params_dict</span></code>, <code class="docutils literal notranslate"><span class="pre">query_dict</span></code> and should return string.
+The parameters with <code class="docutils literal notranslate"><span class="pre">_list</span></code> or <code class="docutils literal notranslate"><span class="pre">_dicts</span></code> suffix are corresponding parts parsed into lists or dicts.
+Example implementation of such conversion can be seen above as <code class="docutils literal notranslate"><span class="pre">_gh_converter</span></code>.</p></li>
+</ul>
+<p>The above default scheme conversions can be defined as:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="n">BASE_URL_SCHEMES</span> <span class="o">=</span> <span class="p">{</span>
+    <span class="s1">&#39;http&#39;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="s1">&#39;https&#39;</span><span class="p">:</span> <span class="kc">None</span><span class="p">,</span>
+    <span class="s1">&#39;kenning&#39;</span><span class="p">:</span> <span class="s1">&#39;https://dl.antmicro.com/kenning/</span><span class="si">{path}</span><span class="s1">&#39;</span><span class="p">,</span>
+    <span class="s1">&#39;gh&#39;</span><span class="p">:</span> <span class="n">_gh_converter</span><span class="p">,</span>
+    <span class="s1">&#39;file&#39;</span><span class="p">:</span> <span class="k">lambda</span> <span class="n">path</span><span class="p">:</span> <span class="n">Path</span><span class="p">(</span><span class="n">path</span><span class="p">)</span><span class="o">.</span><span class="n">expanduser</span><span class="p">()</span><span class="o">.</span><span class="n">resolve</span><span class="p">(),</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>The keys in this dictionary are scheme names, and values are conversion methods.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">_gh_converter</span></code> is defined as:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">typing</span> <span class="kn">import</span> <span class="n">Dict</span>
+
+<span class="k">def</span> <span class="nf">_gh_converter</span><span class="p">(</span><span class="n">netloc</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">path</span><span class="p">:</span> <span class="nb">str</span><span class="p">,</span> <span class="n">params_dict</span><span class="p">:</span> <span class="n">Dict</span><span class="p">[</span><span class="nb">str</span><span class="p">,</span> <span class="nb">str</span><span class="p">])</span> <span class="o">-&gt;</span> <span class="nb">str</span><span class="p">:</span>
+    <span class="n">netloc</span> <span class="o">=</span> <span class="n">netloc</span><span class="o">.</span><span class="n">split</span><span class="p">(</span><span class="s1">&#39;:&#39;</span><span class="p">)</span>
+    <span class="k">return</span> <span class="p">(</span>
+        <span class="sa">f</span><span class="s1">&#39;https://raw.githubusercontent.com/</span><span class="si">{</span><span class="n">netloc</span><span class="p">[</span><span class="mi">0</span><span class="p">]</span><span class="si">}</span><span class="s1">/</span><span class="si">{</span><span class="n">netloc</span><span class="p">[</span><span class="mi">1</span><span class="p">]</span><span class="si">}</span><span class="s1">/&#39;</span>
+        <span class="sa">f</span><span class="s1">&#39;</span><span class="si">{</span><span class="n">params_dict</span><span class="p">[</span><span class="s2">&quot;branch&quot;</span><span class="p">]</span><span class="si">}{</span><span class="n">path</span><span class="si">}</span><span class="s1">&#39;</span>
+    <span class="p">)</span>
+</code></pre></div>
+</div>
+<p>Those schemes can be customized by user using the <a class="reference internal" href="kenning-api.html#resourcemanager-api"><span class="std std-ref"><code class="docutils literal notranslate"><span class="pre">ResourceManager.add_custom_url_schemes</span></code></span></a> method which takes a dictionary similar to the above as an input - the key is the name of scheme and the value is the converter (<code class="docutils literal notranslate"><span class="pre">None</span></code>, string or callable).
+If any scheme already has defined conversion, then it is overwritten.</p>
+<h2 id="cli-commands">CLI commands<a class="headerlink" href="#cli-commands" title="Permalink to this heading">¶</a></h2>
+<p>You can manage cache using Kenning CLI commands.
+The available commands are:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">cache</span> <span class="pre">list_files</span></code> - list cached files, their size and total cache size.
+To see full paths add <code class="docutils literal notranslate"><span class="pre">-v</span></code> argument,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">cache</span> <span class="pre">clear</span></code> - removes all cached files,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">cache</span> <span class="pre">settings</span></code> - prints default cache directory path and default max cache size.</p></li>
+</ul>
+
+
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diff --git a/kenning-variables.html b/kenning-variables.html
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+++ b/kenning-variables.html
@@ -0,0 +1,673 @@
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+        <title>Kenning environment variables - Kenning</title>
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="introduction.html" class="md-nav__link">
+        <span class="md-ellipsis">Introduction</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="project-readme.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning</span>
+      </a>
+    </li>
+  
+
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+      
+      
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="dl-deployment-stack.html" class="md-nav__link">
+        <span class="md-ellipsis">Deep Learning deployment stack</span>
+      </a>
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+      
+      
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="json-scenarios.html" class="md-nav__link">
+        <span class="md-ellipsis">Defining optimization pipelines in Kenning</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="cmd-usage.html" class="md-nav__link">
+        <span class="md-ellipsis">Using Kenning via command line arguments</span>
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-gallery.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning gallery of use cases</span>
+      </a>
+    </li>
+  
+
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+      
+      
+      
+
+  
+  
+    
+  
+    
+  
+  
+    <li class="md-nav__item md-nav__item--active">
+      
+      
+      <input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          <span class="md-ellipsis">Kenning environment variables</span>
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="#" class="md-nav__link md-nav__link--active">
+        <span class="md-ellipsis">Kenning environment variables</span>
+      </a>
+      
+        
+
+<nav class="md-nav md-nav--secondary">
+  
+  
+    
+  
+  
+    <label class="md-nav__title" for="__toc">
+      <span class="md-nav__icon md-icon"></span>
+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#kenning-cache-dir" class="md-nav__link">
+    <span class="md-ellipsis">KENNING_<wbr>CACHE_<wbr>DIR</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#kenning-max-cache-size" class="md-nav__link">
+    <span class="md-ellipsis">KENNING_<wbr>MAX_<wbr>CACHE_<wbr>SIZE</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#kenning-use-default-excepthook" class="md-nav__link">
+    <span class="md-ellipsis">KENNING_<wbr>USE_<wbr>DEFAULT_<wbr>EXCEPTHOOK</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#kenning-docs-venv" class="md-nav__link">
+    <span class="md-ellipsis">KENNING_<wbr>DOCS_<wbr>VENV</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#kenning-enable-all-logs" class="md-nav__link">
+    <span class="md-ellipsis">KENNING_<wbr>ENABLE_<wbr>ALL_<wbr>LOGS</span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-measurements.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning measurements</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="sample-report.html" class="md-nav__link">
+        <span class="md-ellipsis">Sample autogenerated report</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-flow.html" class="md-nav__link">
+        <span class="md-ellipsis">Creating applications with Kenning</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-development.html" class="md-nav__link">
+        <span class="md-ellipsis">Developing Kenning blocks</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-resources.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning resources</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-api.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning API</span>
+      </a>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset" role="main">
+                  
+
+
+  <a href="https://github.com/antmicro/kenning/blob/main/docs/source/kenning-variables.md" title="Edit this page" class="md-content__button md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="kenning-environment-variables">Kenning environment variables<a class="headerlink" href="#kenning-environment-variables" title="Permalink to this heading">¶</a></h1>
+<p>This section contains information about Kenning environment variables and how they influence the behavior of the program.</p>
+<h2 id="kenning-cache-dir"><code class="docutils literal notranslate"><span class="pre">KENNING_CACHE_DIR</span></code><a class="headerlink" href="#kenning-cache-dir" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">KENNING_CACHE_DIR</span></code> defines directory for resources used by Kenning, like downloaded datasets.
+If it is not defined, <code class="docutils literal notranslate"><span class="pre">$HOME/.kenning</span></code> will be used.</p>
+<h2 id="kenning-max-cache-size"><code class="docutils literal notranslate"><span class="pre">KENNING_MAX_CACHE_SIZE</span></code><a class="headerlink" href="#kenning-max-cache-size" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">KENNING_MAX_CACHE_SIZE</span></code> specifies the maximum amount of space used by <a class="reference internal" href="kenning-resources.html#kenning-cache-dir"><span class="std std-ref">cache</span></a>.
+The default value is 50GB.</p>
+<h2 id="kenning-use-default-excepthook"><code class="docutils literal notranslate"><span class="pre">KENNING_USE_DEFAULT_EXCEPTHOOK</span></code><a class="headerlink" href="#kenning-use-default-excepthook" title="Permalink to this heading">¶</a></h2>
+<p>If <code class="docutils literal notranslate"><span class="pre">KENNING_USE_DEFAULT_EXCEPTHOOK</span></code> environmental variable is defined, <code class="docutils literal notranslate"><span class="pre">sys.excepthook</span></code> will not be overridden.</p>
+<p>This function is overridden in order to enable mechanism for deducing which optional dependencies are missing.
+For instance, if <code class="docutils literal notranslate"><span class="pre">gluoncv</span></code> is not available, Kenning will suggest installing <code class="docutils literal notranslate"><span class="pre">kenning[mxnet]</span></code> which contains missing package with defined version restriction and other requirements.</p>
+<p>Kenning CLI does not require custom <code class="docutils literal notranslate"><span class="pre">sys.excepthook</span></code>, so it will not be affected by <code class="docutils literal notranslate"><span class="pre">USE_DEFAULT_EXCEPTHOOK</span></code> variable.</p>
+<h2 id="kenning-docs-venv"><code class="docutils literal notranslate"><span class="pre">KENNING_DOCS_VENV</span></code><a class="headerlink" href="#kenning-docs-venv" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">KENNING_DOCS_VENV</span></code> defines path to the virtual environment used for tests marked as <code class="docutils literal notranslate"><span class="pre">docs</span></code>.
+If is not defined, system’s default environment will be used.</p>
+<h2 id="kenning-enable-all-logs"><code class="docutils literal notranslate"><span class="pre">KENNING_ENABLE_ALL_LOGS</span></code><a class="headerlink" href="#kenning-enable-all-logs" title="Permalink to this heading">¶</a></h2>
+<p>If <code class="docutils literal notranslate"><span class="pre">KENNING_ENABLE_ALL_LOGS</span></code> environmental variable is defined, logs from other libraries will be enabled.
+Passes verbosity of Kenning logs to other libraries.</p>
+<p>This is useful for debugging purposes, but it may cause a lot of noise in the logs.</p>
+
+
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diff --git a/local-cpu-tvm-tensorflow-classification.md b/local-cpu-tvm-tensorflow-classification.md
new file mode 100644
index 000000000..4148d69e8
--- /dev/null
+++ b/local-cpu-tvm-tensorflow-classification.md
@@ -0,0 +1,195 @@
+
+## Pet Dataset classification using TVM-compiled TensorFlow model
+
+
+### Commands used
+
+````{note}
+
+This section was generated using:
+
+```bash
+python -m kenning.__main__ \
+    optimize \
+    test \
+    --modelwrapper-cls \
+        kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2 \
+    --dataset-cls \
+        kenning.datasets.pet_dataset.PetDataset \
+    --measurements \
+        ./build/local-cpu-tvm-tensorflow-classification.json \
+    --compiler-cls \
+        kenning.optimizers.tvm.TVMCompiler \
+    --runtime-cls \
+        kenning.runtimes.tvm.TVMRuntime \
+    --model-path \
+        kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5 \
+    --model-framework \
+        keras \
+    --target \
+        llvm \
+    --compiled-model-path \
+        ./build/compiled-model.tar \
+    --opt-level \
+        3 \
+    --save-model-path \
+        ./build/compiled-model.tar \
+    --target-device-context \
+        cpu \
+    --dataset-root \
+        ./build/PetDataset/ \
+    --inference-batch-size \
+        1 \
+    --verbosity \
+        INFO
+
+
+```
+````
+
+### General information for build.local-cpu-tvm-tensorflow-classification.json
+
+*Model framework*:
+
+* tensorflow ver. 2.11.1
+
+*Input JSON*:
+
+```json
+{
+    "dataset": {
+        "type": "kenning.datasets.pet_dataset.PetDataset",
+        "parameters": {
+            "classify_by": "breeds",
+            "image_memory_layout": "NHWC",
+            "dataset_root": "build/PetDataset",
+            "inference_batch_size": 1,
+            "download_dataset": true,
+            "force_download_dataset": false,
+            "external_calibration_dataset": null,
+            "split_fraction_test": 0.2,
+            "split_fraction_val": null,
+            "split_seed": 1234
+        }
+    },
+    "model_wrapper": {
+        "type": "kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2",
+        "parameters": {
+            "model_path": "/home/runner/.kenning/models/classification/tensorflow_pet_dataset_mobilenetv2.h5",
+            "model_name": null
+        }
+    },
+    "runtime": {
+        "type": "kenning.runtimes.tvm.TVMRuntime",
+        "parameters": {
+            "save_model_path": "/home/runner/work/kenning/kenning/build/compiled-model.tar",
+            "target_device_context": "cpu",
+            "target_device_context_id": 0,
+            "runtime_use_vm": false,
+            "disable_performance_measurements": false
+        }
+    },
+    "data_converter": {
+        "type": "kenning.dataconverters.modelwrapper_dataconverter.ModelWrapperDataConverter",
+        "parameters": {}
+    },
+    "optimizers": [
+        {
+            "type": "kenning.optimizers.tvm.TVMCompiler",
+            "parameters": {
+                "model_framework": "keras",
+                "target": "llvm",
+                "target_host": null,
+                "opt_level": 3,
+                "libdarknet_path": "/usr/local/lib/libdarknet.so",
+                "compile_use_vm": false,
+                "output_conversion_function": "default",
+                "conv2d_data_layout": "",
+                "conv2d_kernel_layout": "",
+                "use_fp16_precision": false,
+                "use_int8_precision": false,
+                "use_tensorrt": false,
+                "dataset_percentage": 0.25,
+                "compiled_model_path": "/home/runner/work/kenning/kenning/build/compiled-model.tar",
+                "location": "host"
+            }
+        }
+    ]
+}
+
+```
+## Inference performance metrics for build.local-cpu-tvm-tensorflow-classification.json
+
+
+### Inference time
+
+```{figure} generated/img/inference_time.*
+---
+name: performance_and_classification_of_buildlocalcputvmtensorflowclassificationjsonbuild.local-cpu-tvm-tensorflow-classification.json_inferencetime
+alt: Inference time
+align: center
+---
+
+Inference time
+```
+* *First inference duration* (usually including allocation time): **0.07878161200000022**,
+* *Mean*: **0.07408555872653132 s**,
+* *Standard deviation*: **0.00039573146951384466 s**,
+* *Median*: **0.07406083250000961 s**.
+
+
+### Average CPU usage
+
+```{figure} generated/img/cpu_usage.*
+---
+name: performance_and_classification_of_buildlocalcputvmtensorflowclassificationjsonbuild.local-cpu-tvm-tensorflow-classification.json_cpuusage
+alt: Average CPU usage
+align: center
+---
+
+Average CPU usage during benchmark
+```
+
+* *Mean*: **54.39782426778242 %**,
+* *Standard deviation*: **4.080424678765232 %**,
+* *Median*: **54.175 %**.
+
+
+### Memory usage
+
+```{figure} generated/img/cpu_memory_usage.*
+---
+name: performance_and_classification_of_buildlocalcputvmtensorflowclassificationjsonbuild.local-cpu-tvm-tensorflow-classification.json_memusage
+alt: Memory usage
+align: center
+---
+
+Memory usage during benchmark
+```
+
+* *Mean*: **9.432552301255232 %**,
+* *Standard deviation*: **0.04738973531823806 %**,
+* *Median*: **9.4 %**.
+
+
+
+
+
+## Inference quality metrics for build.local-cpu-tvm-tensorflow-classification.json
+
+
+```{figure} generated/img/confusion_matrix.*
+---
+name: performance_and_classification_of_buildlocalcputvmtensorflowclassificationjsonbuild.local-cpu-tvm-tensorflow-classification.json_confusionmatrix
+alt: Confusion matrix
+align: center
+---
+
+Confusion matrix
+```
+
+* *Accuracy*: **0.9578231292517007**
+* *Top-5 accuracy*: **0.9959183673469387**
+* *Mean precision*: **0.9591048246905213**
+* *Mean sensitivity*: **0.9572500515056033**
+* *G-mean*: **0.9563343851604948**
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diff --git a/pipeline-optimizer.html b/pipeline-optimizer.html
new file mode 100644
index 000000000..b0c770c37
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+  <a href="#optimization-config-specification" class="md-nav__link">
+    <span class="md-ellipsis">Optimization config specification</span>
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+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="choosing-optimal-optimization-pipeline">Choosing optimal optimization pipeline<a class="headerlink" href="#choosing-optimal-optimization-pipeline" title="Permalink to this heading">¶</a></h1>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.optimization_runner</span></code> script allows to optimize over multiple pipelines and to choose the best performing based on a specified criteria</p>
+<p>The script can be run as follows:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>fine-tune-optimizers<span class="w"> </span>--json-cfg<span class="w"> </span>&lt;CONFIG_JSON&gt;.json<span class="w"> </span>--output<span class="w"> </span>&lt;OUTPUT_PATH&gt;.json
+</code></pre></div>
+</div>
+<p>With the arguments:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;CONFIG_JSON&gt;.json</span></code> - describes the configuration, which pipelines would be executed and optimization settings</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;OUTPUT_PATH&gt;.json</span></code> - base path to the output files with measurements.</p></li>
+</ul>
+<h2 id="optimization-config-specification">Optimization config specification<a class="headerlink" href="#optimization-config-specification" title="Permalink to this heading">¶</a></h2>
+<p>The example configuration looks like this:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="hll"><span class="w">    </span><span class="nt">&quot;optimization_parameters&quot;</span><span class="p">:</span>
+</span><span class="hll"><span class="w">    </span><span class="p">{</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;strategy&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;grid_search&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;optimizable&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;optimizers&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;runtime&quot;</span><span class="p">],</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;metric&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;inferencetime_mean&quot;</span><span class="p">,</span>
+</span><span class="hll"><span class="w">        </span><span class="nt">&quot;policy&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;min&quot;</span>
+</span><span class="hll"><span class="w">    </span><span class="p">},</span>
+</span><span class="w">    </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/pet-dataset&quot;</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tflite.TFLiteCompiler&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;default&quot;</span><span class="p">],</span>
+<span class="w">                </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;./build/compiled_model.tflite&quot;</span><span class="p">]</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">},</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tvm.TVMCompiler&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;llvm&quot;</span><span class="p">],</span>
+<span class="w">                </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;./build/compiled_model.tar&quot;</span><span class="p">],</span>
+<span class="w">                </span><span class="nt">&quot;opt_level&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="mi">3</span><span class="p">],</span>
+<span class="w">                </span><span class="nt">&quot;conv2d_data_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;NHWC&quot;</span><span class="p">,</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span><span class="p">]</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">],</span>
+<span class="w">    </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span>
+<span class="w">    </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.tvm.TVMRuntime&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;./build/compiled_model.tar&quot;</span><span class="p">]</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">},</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.tflite.TFLiteRuntime&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span><span class="s2">&quot;./build/compiled_model.tflite&quot;</span><span class="p">]</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">]</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>The highlighted part describes the settings of the optimization run.</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">strategy</span></code> - Describes how the pipelines are chosen for optimization. Currently only available option is <code class="docutils literal notranslate"><span class="pre">grid_search</span></code>, which generates cartesian product of all blocks that should be optimized and runs all compatible pipelines</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">optimizable</span></code> - Which Kenning block should be variable in the pipeline. The <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.optimization_runner</span></code> script will choose the Kenning block out of multiple provided in the later part of configuration based on <code class="docutils literal notranslate"><span class="pre">strategy</span></code>.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">metric</span></code> - one of the metrics from <a class="reference internal" href="kenning-measurements.html"><span class="doc std std-doc">Kenning measurements</span></a> over which the optimization should be performed</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">policy</span></code> - <code class="docutils literal notranslate"><span class="pre">min</span></code> or <code class="docutils literal notranslate"><span class="pre">max</span></code>, depending on whether the metric should be maximized or minimized</p></li>
+</ul>
+<p>The rest of the JSON configuration describes the pipeline in a format similar to <a class="reference internal" href="json-scenarios.html"><span class="doc std std-doc">standard JSON scenarios</span></a>. The only difference is within the blocks chosen in the <code class="docutils literal notranslate"><span class="pre">optimizable</span></code> field, which should be list of blocks instead of singular definition. Every block in the list has defined list of arguments for all of it’s parameters, this allows to choose the best argument for a particular block option</p>
+<ul class="simple">
+<li><p>For <code class="docutils literal notranslate"><span class="pre">optimizers</span></code> block, since there can be more than one in the pipeline, all possible combinations are tested.</p></li>
+<li><p>For the rest of the blocks one of all possible blocks is chosen for each run.</p></li>
+</ul>
+<p>Kenning checks automatically whether a selected combination of blocks (model, optimizations and runtime) is compatible.</p>
+<h2 id="output-details">Output details<a class="headerlink" href="#output-details" title="Permalink to this heading">¶</a></h2>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.optimization_runner</span></code> outputs multiple JSON files:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;OUTPUT</span> <span class="pre">PATH&gt;.json</span></code> - Most optimal pipeline with it’s aggregated metrics</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;OUTPUT</span> <span class="pre">PATH&gt;_all_results.json</span></code> - All pipeline configs and their respective metrics gathered into single file</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">&lt;OUTPUT</span> <span class="pre">PATH&gt;_&lt;RUN</span> <span class="pre">ID&gt;.json</span></code> - Full benchmark output for every optimization run.</p></li>
+</ul>
+<p>The example <code class="docutils literal notranslate"><span class="pre">&lt;OUTPUT</span> <span class="pre">PATH&gt;.json</span></code> JSON file can look like this:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;pipeline&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">},</span>
+<span class="w">        </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/pet-dataset&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">},</span>
+<span class="w">        </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">            </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tvm.TVMCompiler&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                    </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;llvm&quot;</span><span class="p">,</span>
+<span class="w">                    </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;build/7_compiled_model.tar&quot;</span><span class="p">,</span>
+<span class="w">                    </span><span class="nt">&quot;opt_level&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
+<span class="w">                    </span><span class="nt">&quot;conv2d_data_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span>
+<span class="w">                </span><span class="p">}</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">],</span>
+<span class="w">        </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.tflite.TFLiteRuntime&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;build/7_compiled_model.tflite&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;metrics&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;inferencetime_mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.0031105340278004203</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inferencetime_std&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.0003073369739186006</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inferencetime_median&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.003066142999159638</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;session_utilization_mem_percent_mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">26.089648437500003</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;session_utilization_mem_percent_std&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.2059426531921169</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;session_utilization_mem_percent_median&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">26.1</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;session_utilization_cpus_percent_avg_mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">16.55806884765625</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;session_utilization_cpus_percent_avg_std&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">4.068584532658253</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;session_utilization_cpus_percent_avg_median&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">15.85625</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;accuracy&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.957273098380732</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;mean_precision&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.9574413909275928</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;mean_sensitivity&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.9571990915922841</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;g_mean&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.9566448082813757</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;top_5_accuracy&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.9961899578173902</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<ul class="simple">
+<li><p>The <code class="docutils literal notranslate"><span class="pre">pipeline</span></code> contains the definition of the best optimization pipeline.</p></li>
+<li><p>The <code class="docutils literal notranslate"><span class="pre">metrics</span></code> contains list of all aggregated metrics that can be considered in <code class="docutils literal notranslate"><span class="pre">metric</span></code> field <code class="docutils literal notranslate"><span class="pre">optimization_parameters</span></code>.</p></li>
+</ul>
+
+
+  <hr>
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+  
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+  
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+    <li class="md-nav__item">
+      <a href="introduction.html" class="md-nav__link">
+        <span class="md-ellipsis">Introduction</span>
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+      
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+  <a href="#introduction" class="md-nav__link">
+    <span class="md-ellipsis">Introduction</span>
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+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#kenning-installation" class="md-nav__link">
+    <span class="md-ellipsis">Kenning installation</span>
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+  
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+        
+          <li class="md-nav__item">
+  <a href="#module-installation-with-pip" class="md-nav__link">
+    <span class="md-ellipsis">Module installation with pip</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#working-directly-with-the-repository" class="md-nav__link">
+    <span class="md-ellipsis">Working directly with the repository</span>
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+        <li class="md-nav__item">
+  <a href="#kenning-structure" class="md-nav__link">
+    <span class="md-ellipsis">Kenning structure</span>
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+  
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+        <li class="md-nav__item">
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+    <span class="md-ellipsis">Running Kenning</span>
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+  <a href="#kenning-tutorials" class="md-nav__link">
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+  <a href="#using-kenning-as-a-library-in-python-scripts" class="md-nav__link">
+    <span class="md-ellipsis">Using Kenning as a library in Python scripts</span>
+  </a>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#adding-new-implementations" class="md-nav__link">
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+    <li class="md-nav__item">
+      <a href="dl-deployment-stack.html" class="md-nav__link">
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="json-scenarios.html" class="md-nav__link">
+        <span class="md-ellipsis">Defining optimization pipelines in Kenning</span>
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+    </li>
+  
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+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="cmd-usage.html" class="md-nav__link">
+        <span class="md-ellipsis">Using Kenning via command line arguments</span>
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-gallery.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning gallery of use cases</span>
+      </a>
+    </li>
+  
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-variables.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning environment variables</span>
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+      
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+  
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+  
+    <li class="md-nav__item">
+      <a href="kenning-measurements.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning measurements</span>
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+  
+  
+  
+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
+      </a>
+    </li>
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="sample-report.html" class="md-nav__link">
+        <span class="md-ellipsis">Sample autogenerated report</span>
+      </a>
+    </li>
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
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+                  
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+  <a href="https://github.com/antmicro/kenning/blob/main/docs/source/project-readme.md" title="Edit this page" class="md-content__button md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="kenning">Kenning<a class="headerlink" href="#kenning" title="Permalink to this heading">¶</a></h1>
+<p>Copyright (c) 2020-2024 <a class="reference external" href="https://www.antmicro.com">Antmicro</a></p>
+<p><img alt="Kenning" src="_images/kenninglogo.png" /></p>
+<p>Kenning is a framework for creating deployment flows and runtimes for Deep Neural Network applications on various target hardware.</p>
+<p><a class="reference external" href="https://antmicro.github.io/kenning/">Kenning documentation</a> | <a class="reference external" href="https://antmicro.github.io/kenning/kenning-api.html">Core API</a> | <a class="reference external" href="https://opensource.antmicro.com/projects/kenning">kenning.ai</a> | <a class="reference external" href="https://antmicro.github.io/kenning/kenning-gallery.html">Tutorials</a>
+<img alt="" src="_images/report-mosaic.png" /></p>
+<p>Contents:</p>
+<ul class="simple">
+<li><p><a class="reference internal" href="#introduction">Introduction</a></p></li>
+<li><p><a class="reference internal" href="#kenning-installation">Kenning installation</a></p></li>
+<li><p><a class="reference internal" href="#kenning-structure">Kenning structure</a></p></li>
+<li><p><a class="reference internal" href="#kenning-usage">Kenning usage</a></p></li>
+<li><p><a class="reference internal" href="#using-kenning-as-a-library-in-python-scripts">Using Kenning as a library in Python scripts</a></p></li>
+<li><p><a class="reference internal" href="#adding-new-implementations">Adding new implementations</a></p></li>
+</ul>
+<h2 id="introduction">Introduction<a class="headerlink" href="#introduction" title="Permalink to this heading">¶</a></h2>
+<p>Kenning aims towards providing modular execution blocks for:</p>
+<ul class="simple">
+<li><p>dataset management,</p></li>
+<li><p>model training,</p></li>
+<li><p>model optimization and compilation for a given target hardware,</p></li>
+<li><p>running models using efficient runtimes on target device,</p></li>
+<li><p>model evaluation and performance reports.</p></li>
+</ul>
+<p>These can be used seamlessly regardless of underlying frameworks for the above-mentioned steps.</p>
+<p>Kenning’s aim is not to bring yet another training or compilation framework for deep learning models - there are lots of mature and versatile frameworks that support certain models, training routines, optimization techniques, hardware platforms and other components crucial to the deployment flow.
+Still, there is no framework that would support all of the models or target hardware devices - especially the support matrix between compilation frameworks and target hardware is extremely sparse.
+This means that any change in the application, especially in hardware, may end up in a necessity to change the entirety or a significant part of the application flow.</p>
+<p>Kenning addresses this issue by providing a unified API that focuses on deployment tasks rather than their implementation - the developer decides which implementation should be used for each task, and with Kenning, it is possible to do in a seamless way.
+This way, switching to another target platform results, in most cases, in a very small change in the code, instead of reimplementing larger parts of a project.
+This is how Kenning can get the most out of the existing Deep Neural Network training and compilation frameworks.</p>
+<p>Seamless nature of Kenning also allows developers to quickly evaluate the model on various stages of optimizations and compare them as shown in <a class="reference internal" href="#kenning-usage">Kenning usage</a>.</p>
+<h2 id="kenning-installation">Kenning installation<a class="headerlink" href="#kenning-installation" title="Permalink to this heading">¶</a></h2>
+<h3 id="module-installation-with-pip">Module installation with pip<a class="headerlink" href="#module-installation-with-pip" title="Permalink to this heading">¶</a></h3>
+<p>To install Kenning with its basic dependencies with <code class="docutils literal notranslate"><span class="pre">pip</span></code>, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span>-U<span class="w"> </span>git+https://github.com/antmicro/kenning.git
+</code></pre></div>
+</div>
+<p>Since Kenning can support various frameworks, and not all of them are required for users’ particular use cases, some of the requirements are optional.
+We can distinguish the following groups of extra requirements:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">tensorflow</span></code> - modules for work with TensorFlow models (ONNX conversions, addons, and TensorFlow framework),</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">torch</span></code> - modules for work with PyTorch models,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">mxnet</span></code> - modules for work with MXNet models,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">nvidia_perf</span></code> - modules for performance measurements for NVIDIA GPUs,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">object_detection</span></code> - modules for work with YOLOv3 object detection and the Open Images Dataset V6 computer vision dataset,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">speech_to_text</span></code> - modules for work with audio samples and speech-to-text models,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">iree</span></code> - modules for IREE compilation and runtime,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">tvm</span></code> - modules for Apache TVM compilation and runtime,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">onnxruntime</span></code> - modules for ONNX Runtime,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">nni</span></code> - modules for Neural Network Intelligence optimizers,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">docs</span></code> - modules for generating documentation,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">test</span></code> - modules for Kenning framework testing,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">real_time_visualization</span></code> - modules for real time visualization runners,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">pipeline_manager</span></code> - modules for communication with visual editor,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">reports</span></code> - modules for generating reports and comparisons,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">uart</span></code> - modules for work with serial ports,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">renode</span></code> - modules for work with Renode,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">fuzzy</span></code> - modules for fuzzy search.</p></li>
+</ul>
+<p>To install the extra requirements, e.g. <code class="docutils literal notranslate"><span class="pre">tensorflow</span></code>, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>sudo<span class="w"> </span>pip<span class="w"> </span>install<span class="w"> </span>git+https://github.com/antmicro/kenning.git#egg<span class="o">=</span>kenning<span class="o">[</span>tensorflow<span class="o">]</span>
+</code></pre></div>
+</div>
+<p>or, in newer <code class="docutils literal notranslate"><span class="pre">pip</span></code> releases:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[tensorflow] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<h3 id="working-directly-with-the-repository">Working directly with the repository<a class="headerlink" href="#working-directly-with-the-repository" title="Permalink to this heading">¶</a></h3>
+<p>For development purposes, and to use additional resources (such as sample scripts), clone the repository with:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>git<span class="w"> </span>clone<span class="w"> </span>https://github.com/antmicro/kenning.git
+<span class="nb">cd</span><span class="w"> </span>kenning/
+</code></pre></div>
+</div>
+<p>Then install using:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span>-e<span class="w"> </span><span class="s2">&quot;.[tensorflow,tflite,tvm,reports]&quot;</span>
+</code></pre></div>
+</div>
+<h2 id="kenning-structure">Kenning structure<a class="headerlink" href="#kenning-structure" title="Permalink to this heading">¶</a></h2>
+<p><img alt="" src="_images/class-flow.png" /></p>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning</span></code> module consists of the following submodules:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">core</span></code> - provides interface APIs for datasets, models, optimizers, runtimes, protocols, and data converters</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">datasets</span></code> - provides implementations for datasets</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">modelwrappers</span></code> - provides implementations for models for various problems implemented in various frameworks,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">optimizers</span></code> - provides implementations for compilers and optimizers for deep learning models,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">runtimes</span></code> - provides implementations of runtime on target devices,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">interfaces</span></code> - provides interface classes to group related methods used in Kenning <code class="docutils literal notranslate"><span class="pre">core</span></code> classes,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">protocols</span></code> - provides implementations for communication protocols between host and tested target,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">dataproviders</span></code> - provides implementations for reading input data from various sources, such as camera, directories or TCP connections,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">dataconverters</span></code> - provides implementations for data converters for various data types</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">outputcollectors</span></code> - provides implementations for processing outputs from models, i.e. saving results to file, or displaying predictions on screen.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">onnxconverters</span></code> - provides ONNX conversions for a given framework along with a list of models to test the conversion on,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">runners</span></code> - provide implementations for runners that can be used in runtime,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">drawing</span></code> - provides methods for rendering plots for reports,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">resources</span></code> - contains project’s resources, like RST templates, or trained models,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">scenarios</span></code> - contains executable scripts for running training, inference, benchmarks and other tests on target devices,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">utils</span></code> - various functions and classes used in all above-mentioned submodules,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">tests</span></code> - submodules for framework testing,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">pipeline_manager</span></code> - contains tools for integrating with <a class="reference external" href="https://github.com/antmicro/kenning-pipeline-manager">Pipeline Manager visualizer</a></p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">cli</span></code> - provides tools and methods for creating CLI tools based on Kenning</p></li>
+</ul>
+<p><code class="docutils literal notranslate"><span class="pre">core</span></code> classes used throughout the entire Kenning framework:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">Dataset</span></code> class - performs dataset download, preparation, dataset-specific input preprocessing (i.e. input file opening, normalization), output postprocessing and model evaluation,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">ModelWrapper</span></code> class - trains the model, prepares the model, performs model-specific input preprocessing and output postprocessing, runs inference on host using native framework,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Optimizer</span></code> class - optimizes and compiles the model,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Runtime</span></code> class - loads the model, performs inference on compiled model, runs target-specific processing of inputs and outputs, and runs performance benchmarks,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Protocol</span></code> class - implements the communication protocol between the host and the target,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">DataProvider</span></code> class - implements data provision from such sources as camera, TCP connection or others for inference,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">OutputCollector</span></code> class - implements parsing and utilization of data from inference (such as displaying the visualizations, sending the results to via TCP),</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">DataConverter</span></code> class - performs data conversion from dataset-specific format to protocol-specific format and vice versa,</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">Runner</span></code> class - represents single runtime processing block.</p></li>
+</ul>
+<h2 id="kenning-usage">Kenning usage<a class="headerlink" href="#kenning-usage" title="Permalink to this heading">¶</a></h2>
+<p>There are several ways to use Kenning:</p>
+<ul class="simple">
+<li><p>Using executable scripts from the <code class="docutils literal notranslate"><span class="pre">scenarios</span></code> submodule, configurable via JSON files (recommended approach);</p></li>
+<li><p>Using executable scripts from the <code class="docutils literal notranslate"><span class="pre">scenarios</span></code> submodule, configurable via command-line arguments;</p></li>
+<li><p>Using Kenning as a Python module.</p></li>
+</ul>
+<p>Kenning scenarios are executable scripts that can be used for:</p>
+<ul class="simple">
+<li><p>Model training and benchmarking using its native framework (<a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/scenarios/model_training.py"><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.model_training</span></code></a>),</p></li>
+<li><p>Model optimization and compilation for target hardware (<a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/scenarios/inference_tester.py"><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code></a>),</p></li>
+<li><p>Model benchmarking on target hardware (<a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/scenarios/inference_tester.py"><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code></a> and <a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/scenarios/inference_server.py"><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_server</span></code></a>),</p></li>
+<li><p>Rendering performance and quality reports from benchmark data (<a class="reference external" href="https://github.com/antmicro/kenning/blob/main/kenning/scenarios/render_report.py"><code class="docutils literal notranslate"><span class="pre">kenning.scenarios.render_report</span></code></a>),</p></li>
+<li><p>and more.</p></li>
+</ul>
+<p>They are available through the <code class="docutils literal notranslate"><span class="pre">kenning</span></code> executable as subcommands.
+To get the current list of subcommands, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>-h
+</code></pre></div>
+</div>
+<p>The available subcommands are:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">train</span></code> - trains the given model (<code class="docutils literal notranslate"><span class="pre">kenning.scenarios.model_training</span></code>).</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">optimize</span></code> - optimizes and compiles the model for a given target device (<code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code>).</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">test</span></code> - runs benchmark and evaluation of the model on the target device (<code class="docutils literal notranslate"><span class="pre">kenning.scenarios.inference_tester</span></code>).</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">report</span></code> - creates Markdown and HTML files summarizing the quality of the model in terms of performance and predictions.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">flow</span></code> - runs Kenning-based applications.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">visual-editor</span></code> - runs a graphical interface letting you represent, edit and run optimizations and applications in-browser using <a class="reference external" href="https://github.com/antmicro/kenning-pipeline-manager">Pipeline Manager</a>.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">fine-tune-optimizers</span></code> - runs a search for the best optimizations for a given target platform based on selected optimizers, runtimes and models, along with their settings.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">server</span></code> - runs a benchmark and evaluation server on target device.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">info</span></code> - provides information about a given Kenning class.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">list</span></code> - lists available Kenning modules for optimization and runtime.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">fuzzy-search</span></code> - searches for class path across Kenning and returns it.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">cache</span></code> - manages Kenning cache used for models and datasets.</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">completion</span></code> - configures autocompletion feature for Kenning CLI.</p></li>
+</ul>
+<h3 id="running-kenning">Running Kenning<a class="headerlink" href="#running-kenning" title="Permalink to this heading">¶</a></h3>
+<p>Let’s start off with installing the module and its necessary dependencies:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>pip<span class="w"> </span>install<span class="w"> </span><span class="s2">&quot;kenning[tensorflow,tflite,tvm,pipeline_manager,reports] @ git+https://github.com/antmicro/kenning.git&quot;</span>
+</code></pre></div>
+</div>
+<p>Kenning provides two tools for displaying information about available classes: <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">list</span></code> and <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">info</span></code>.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">list</span></code> tool lists all available modules used to form optimization and runtime pipelines in Kenning.
+Running:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>list
+</code></pre></div>
+</div>
+<p>Should list:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span class="n">Optimizers</span> <span class="p">(</span><span class="ow">in</span> <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="p">):</span>
+
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">nni_pruning</span><span class="o">.</span><span class="n">NNIPruningOptimizer</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">onnx</span><span class="o">.</span><span class="n">ONNXCompiler</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tensorflow_pruning</span><span class="o">.</span><span class="n">TensorFlowPruningOptimizer</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">model_inserter</span><span class="o">.</span><span class="n">ModelInserter</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tvm</span><span class="o">.</span><span class="n">TVMCompiler</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">iree</span><span class="o">.</span><span class="n">IREECompiler</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tensorflow_clustering</span><span class="o">.</span><span class="n">TensorFlowClusteringOptimizer</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">optimizers</span><span class="o">.</span><span class="n">tflite</span><span class="o">.</span><span class="n">TFLiteCompiler</span>
+
+<span class="n">Datasets</span> <span class="p">(</span><span class="ow">in</span> <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="p">):</span>
+
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">pet_dataset</span><span class="o">.</span><span class="n">PetDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">visual_wake_words_dataset</span><span class="o">.</span><span class="n">VisualWakeWordsDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">random_dataset</span><span class="o">.</span><span class="n">RandomizedDetectionSegmentationDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">open_images_dataset</span><span class="o">.</span><span class="n">OpenImagesDatasetV6</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">random_dataset</span><span class="o">.</span><span class="n">RandomizedClassificationDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">common_voice_dataset</span><span class="o">.</span><span class="n">CommonVoiceDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">magic_wand_dataset</span><span class="o">.</span><span class="n">MagicWandDataset</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">coco_dataset</span><span class="o">.</span><span class="n">COCODataset2017</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">datasets</span><span class="o">.</span><span class="n">imagenet_dataset</span><span class="o">.</span><span class="n">ImageNetDataset</span>
+
+<span class="n">Modelwrappers</span> <span class="p">(</span><span class="ow">in</span> <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="p">):</span>
+
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">instance_segmentation</span><span class="o">.</span><span class="n">yolact</span><span class="o">.</span><span class="n">YOLACT</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">tflite_magic_wand</span><span class="o">.</span><span class="n">MagicWandModelWrapper</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">pytorch_pet_dataset</span><span class="o">.</span><span class="n">PyTorchPetDatasetMobileNetV2</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">object_detection</span><span class="o">.</span><span class="n">darknet_coco</span><span class="o">.</span><span class="n">TVMDarknetCOCOYOLOV3</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">instance_segmentation</span><span class="o">.</span><span class="n">yolact</span><span class="o">.</span><span class="n">YOLACTWithPostprocessing</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">tensorflow_imagenet</span><span class="o">.</span><span class="n">TensorFlowImageNet</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">tflite_person_detection</span><span class="o">.</span><span class="n">PersonDetectionModelWrapper</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">classification</span><span class="o">.</span><span class="n">tensorflow_pet_dataset</span><span class="o">.</span><span class="n">TensorFlowPetDatasetMobileNetV2</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">instance_segmentation</span><span class="o">.</span><span class="n">pytorch_coco</span><span class="o">.</span><span class="n">PyTorchCOCOMaskRCNN</span>
+    <span class="n">kenning</span><span class="o">.</span><span class="n">modelwrappers</span><span class="o">.</span><span class="n">object_detection</span><span class="o">.</span><span class="n">yolov4</span><span class="o">.</span><span class="n">ONNXYOLOV4</span>
+
+<span class="o">...</span>
+</code></pre></div>
+</div>
+<p>To list available compilers, run:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>list<span class="w"> </span>optimizers
+</code></pre></div>
+</div>
+<p>For more verbose information, use the <code class="docutils literal notranslate"><span class="pre">-v</span></code> and <code class="docutils literal notranslate"><span class="pre">-vv</span></code> flags (module dependencies, description, supported formats and more)</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">kenning</span> <span class="pre">info</span></code> tool provides more detailed information on a given class, e.g. for:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>info<span class="w"> </span>kenning.optimizers.tflite.TFLiteCompiler
+</code></pre></div>
+</div>
+<p>We should get something like:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code><span class="n">Class</span><span class="p">:</span> <span class="n">TFLiteCompiler</span>
+
+    <span class="n">The</span> <span class="n">TFLite</span> <span class="ow">and</span> <span class="n">EdgeTPU</span> <span class="n">compiler</span><span class="o">.</span>
+
+<span class="n">Dependencies</span><span class="p">:</span>
+<span class="o">*</span> <span class="n">onnx_tf</span><span class="o">.</span><span class="n">backend</span><span class="o">.</span><span class="n">prepare</span>
+<span class="o">*</span> <span class="n">tensorflow</span>
+<span class="o">*</span> <span class="n">numpy</span>
+<span class="o">*</span> <span class="n">onnx</span>
+<span class="o">*</span> <span class="n">tensorflow_model_optimization</span>
+
+<span class="n">Input</span> <span class="n">formats</span><span class="p">:</span>
+<span class="o">*</span> <span class="n">keras</span>
+<span class="o">*</span> <span class="n">tensorflow</span>
+<span class="o">*</span> <span class="n">onnx</span>
+
+
+<span class="n">Output</span> <span class="n">formats</span><span class="p">:</span>
+<span class="o">*</span> <span class="n">tflite</span>
+
+
+<span class="n">Arguments</span> <span class="n">specification</span><span class="p">:</span>
+<span class="o">*</span> <span class="n">model_framework</span>
+  <span class="o">*</span> <span class="n">argparse_name</span><span class="p">:</span> <span class="o">--</span><span class="n">model</span><span class="o">-</span><span class="n">framework</span>
+  <span class="o">*</span> <span class="n">description</span><span class="p">:</span> <span class="n">The</span> <span class="nb">input</span> <span class="nb">type</span> <span class="n">of</span> <span class="n">the</span> <span class="n">model</span><span class="p">,</span> <span class="n">framework</span><span class="o">-</span><span class="n">wise</span>
+  <span class="o">*</span> <span class="n">default</span><span class="p">:</span> <span class="n">onnx</span>
+  <span class="o">*</span> <span class="n">enum</span>
+    <span class="o">*</span> <span class="n">keras</span>
+    <span class="o">*</span> <span class="n">tensorflow</span>
+    <span class="o">*</span> <span class="n">onnx</span>
+<span class="o">*</span> <span class="n">target</span>
+  <span class="o">*</span> <span class="n">argparse_name</span><span class="p">:</span> <span class="o">--</span><span class="n">target</span>
+  <span class="o">*</span> <span class="n">description</span><span class="p">:</span> <span class="n">The</span> <span class="n">TFLite</span> <span class="n">target</span> <span class="n">device</span> <span class="n">scenario</span>
+  <span class="o">*</span> <span class="n">default</span><span class="p">:</span> <span class="n">default</span>
+  <span class="o">*</span> <span class="n">enum</span>
+    <span class="o">*</span> <span class="n">default</span>
+    <span class="o">*</span> <span class="n">int8</span>
+    <span class="o">*</span> <span class="n">float16</span>
+    <span class="o">*</span> <span class="n">edgetpu</span>
+<span class="o">*</span> <span class="n">inference_input_type</span>
+  <span class="o">*</span> <span class="n">argparse_name</span><span class="p">:</span> <span class="o">--</span><span class="n">inference</span><span class="o">-</span><span class="nb">input</span><span class="o">-</span><span class="nb">type</span>
+  <span class="o">*</span> <span class="n">description</span><span class="p">:</span> <span class="n">Data</span> <span class="nb">type</span> <span class="n">of</span> <span class="n">the</span> <span class="nb">input</span> <span class="n">layer</span>
+  <span class="o">*</span> <span class="n">default</span><span class="p">:</span> <span class="n">float32</span>
+  <span class="o">*</span> <span class="n">enum</span>
+    <span class="o">*</span> <span class="n">float32</span>
+    <span class="o">*</span> <span class="n">int8</span>
+    <span class="o">*</span> <span class="n">uint8</span>
+<span class="o">...</span>
+</code></pre></div>
+</div>
+<p>If a certain class does not have necessary dependencies installed, Kenning suggests what modules need to be installed, e.g.:</p>
+<div class="highlight-default notranslate"><div class="highlight"><pre><span></span><code>This method requires additional dependencies, please use `pip install &quot;kenning[tensorflow]&quot;` to install them.
+</code></pre></div>
+</div>
+<p>The classes described above are used to form optimization and evaluation scenarios in Kenning.
+Some of them can also be used to quickly prototype simple applications.</p>
+<p>With Kenning, we can combine multiple compilers and optimizers to create a fast and small model, including embedded devices.
+The optimization flow can be defined in JSON format, as follows:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">  </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;model_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;tvm-avx2-int8&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/PetDataset&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">},</span>
+<span class="w">  </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tflite.TFLiteCompiler&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8.tflite&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inference_input_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;inference_output_type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;int8&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;dataset_percentage&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.01</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tvm.TVMCompiler&quot;</span><span class="p">,</span>
+<span class="w">      </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;llvm -mcpu=core-avx2&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;conv2d_data_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NCHW&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8_tvm.tar&quot;</span>
+<span class="w">      </span><span class="p">}</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">],</span>
+<span class="w">  </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.tvm.TVMRuntime&quot;</span><span class="p">,</span>
+<span class="w">    </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">      </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;./build/int8_tvm.tar&quot;</span>
+<span class="w">    </span><span class="p">}</span>
+<span class="w">  </span><span class="p">}</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<p>The above scenario takes the MobileNetV2 model trained for classification of cat and dog breeds, and passes it to:</p>
+<ul class="simple">
+<li><p><code class="docutils literal notranslate"><span class="pre">kenning.optimizers.tflite.TFLiteCompiler</span></code> to quantize the weights of the model</p></li>
+<li><p><code class="docutils literal notranslate"><span class="pre">kenning.optimizers.tvm.TVMCompiler</span></code> to create an optimized runtime of the model, utilizing AVX2 vector instructions.</p></li>
+</ul>
+<p>The optimization of the model, its evaluation and report generation can be run with one command:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>kenning<span class="w"> </span>optimize<span class="w"> </span><span class="nb">test</span><span class="w"> </span>report<span class="w"> </span>--json-cfg<span class="w"> </span>sample.json<span class="w"> </span>--measurements<span class="w"> </span>out.json<span class="w"> </span>--report-path<span class="w"> </span>report.md<span class="w"> </span>--to-html<span class="w"> </span>report-html
+</code></pre></div>
+</div>
+<p>The generated report can be found in the <code class="docutils literal notranslate"><span class="pre">report-html</span></code> directory.</p>
+<h3 id="kenning-tutorials">Kenning tutorials<a class="headerlink" href="#kenning-tutorials" title="Permalink to this heading">¶</a></h3>
+<p>For more examples on Kenning usage, check <a class="reference external" href="https://antmicro.github.io/kenning/kenning-gallery.html">Kenning tutorials</a>.</p>
+<h2 id="using-kenning-as-a-library-in-python-scripts">Using Kenning as a library in Python scripts<a class="headerlink" href="#using-kenning-as-a-library-in-python-scripts" title="Permalink to this heading">¶</a></h2>
+<p>Kenning is also a regular Python module - after pip installation it can be used in Python scripts.
+The example compilation of the model can look as follows:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="kn">from</span> <span class="nn">pathlib</span> <span class="kn">import</span> <span class="n">Path</span>
+<span class="kn">from</span> <span class="nn">kenning.datasets.pet_dataset</span> <span class="kn">import</span> <span class="n">PetDataset</span>
+<span class="kn">from</span> <span class="nn">kenning.modelwrappers.classification.tensorflow_pet_dataset</span> <span class="kn">import</span> <span class="n">TensorFlowPetDatasetMobileNetV2</span>
+<span class="kn">from</span> <span class="nn">kenning.optimizers.tflite</span> <span class="kn">import</span> <span class="n">TFLiteCompiler</span>
+<span class="kn">from</span> <span class="nn">kenning.runtimes.tflite</span> <span class="kn">import</span> <span class="n">TFLiteRuntime</span>
+<span class="kn">from</span> <span class="nn">kenning.core.measurements</span> <span class="kn">import</span> <span class="n">MeasurementsCollector</span>
+<span class="kn">from</span> <span class="nn">kenning.utils.resource_manager</span> <span class="kn">import</span> <span class="n">ResourceURI</span>
+
+<span class="n">dataset</span> <span class="o">=</span> <span class="n">PetDataset</span><span class="p">(</span>
+    <span class="n">root</span><span class="o">=</span><span class="n">Path</span><span class="p">(</span><span class="s1">&#39;./build/pet-dataset/&#39;</span><span class="p">)</span>
+<span class="p">)</span>
+<span class="n">model</span> <span class="o">=</span> <span class="n">TensorFlowPetDatasetMobileNetV2</span><span class="p">(</span>
+    <span class="n">model_path</span><span class="o">=</span><span class="n">ResourceURI</span><span class="p">(</span><span class="s1">&#39;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&#39;</span><span class="p">),</span>
+    <span class="n">dataset</span><span class="o">=</span><span class="n">dataset</span>
+<span class="p">)</span>
+<span class="n">model</span><span class="o">.</span><span class="n">save_io_specification</span><span class="p">(</span><span class="n">model</span><span class="o">.</span><span class="n">model_path</span><span class="p">)</span>
+<span class="n">compiler</span> <span class="o">=</span> <span class="n">TFLiteCompiler</span><span class="p">(</span>
+    <span class="n">dataset</span><span class="o">=</span><span class="n">dataset</span><span class="p">,</span>
+    <span class="n">compiled_model_path</span><span class="o">=</span><span class="n">Path</span><span class="p">(</span><span class="s1">&#39;./build/compiled-model.tflite&#39;</span><span class="p">),</span>
+    <span class="n">modelframework</span><span class="o">=</span><span class="s1">&#39;keras&#39;</span><span class="p">,</span>
+    <span class="n">target</span><span class="o">=</span><span class="s1">&#39;default&#39;</span><span class="p">,</span>
+    <span class="n">inferenceinputtype</span><span class="o">=</span><span class="s1">&#39;float32&#39;</span><span class="p">,</span>
+    <span class="n">inferenceoutputtype</span><span class="o">=</span><span class="s1">&#39;float32&#39;</span>
+<span class="p">)</span>
+<span class="n">compiler</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span>
+    <span class="n">input_model_path</span><span class="o">=</span><span class="n">ResourceURI</span><span class="p">(</span><span class="s1">&#39;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&#39;</span><span class="p">)</span>
+<span class="p">)</span>
+</code></pre></div>
+</div>
+<p>The above script downloads the dataset and compiles the model with FP32 inputs and outputs using TensorFlow Lite.</p>
+<p>To get a quantized model, replace <code class="docutils literal notranslate"><span class="pre">target</span></code>, <code class="docutils literal notranslate"><span class="pre">inferenceinputtype</span></code> and <code class="docutils literal notranslate"><span class="pre">inferenceoutputtype</span></code> to <code class="docutils literal notranslate"><span class="pre">int8</span></code>:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="n">compiler</span> <span class="o">=</span> <span class="n">TFLiteCompiler</span><span class="p">(</span>
+    <span class="n">dataset</span><span class="o">=</span><span class="n">dataset</span><span class="p">,</span>
+    <span class="n">compiled_model_path</span><span class="o">=</span><span class="n">Path</span><span class="p">(</span><span class="s1">&#39;./build/compiled-model.tflite&#39;</span><span class="p">),</span>
+    <span class="n">modelframework</span><span class="o">=</span><span class="s1">&#39;keras&#39;</span><span class="p">,</span>
+    <span class="n">target</span><span class="o">=</span><span class="s1">&#39;int8&#39;</span><span class="p">,</span>
+    <span class="n">inferenceinputtype</span><span class="o">=</span><span class="s1">&#39;int8&#39;</span><span class="p">,</span>
+    <span class="n">inferenceoutputtype</span><span class="o">=</span><span class="s1">&#39;int8&#39;</span><span class="p">,</span>
+    <span class="n">dataset_percentage</span><span class="o">=</span><span class="mf">0.3</span>
+<span class="p">)</span>
+<span class="n">compiler</span><span class="o">.</span><span class="n">compile</span><span class="p">(</span>
+    <span class="n">input_model_path</span><span class="o">=</span><span class="n">ResourceURI</span><span class="p">(</span><span class="s1">&#39;kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5&#39;</span><span class="p">)</span>
+<span class="p">)</span>
+</code></pre></div>
+</div>
+<p>To check how the compiled model is performing, create <code class="docutils literal notranslate"><span class="pre">TFLiteRuntime</span></code> object and run local model evaluation:</p>
+<div class="highlight-python notranslate"><div class="highlight"><pre><span></span><code><span class="n">runtime</span> <span class="o">=</span> <span class="n">TFLiteRuntime</span><span class="p">(</span>
+    <span class="n">protocol</span><span class="o">=</span><span class="kc">None</span><span class="p">,</span>
+    <span class="n">model_path</span><span class="o">=</span><span class="n">Path</span><span class="p">(</span><span class="s1">&#39;./build/compiled-model.tflite&#39;</span><span class="p">)</span>
+<span class="p">)</span>
+
+<span class="n">runtime</span><span class="o">.</span><span class="n">run_locally</span><span class="p">(</span>
+    <span class="n">dataset</span><span class="p">,</span>
+    <span class="n">model</span><span class="p">,</span>
+    <span class="n">Path</span><span class="p">(</span><span class="s1">&#39;./build/compiled-model.tflite&#39;</span><span class="p">)</span>
+<span class="p">)</span>
+<span class="n">MeasurementsCollector</span><span class="o">.</span><span class="n">save_measurements</span><span class="p">(</span><span class="s1">&#39;out.json&#39;</span><span class="p">)</span>
+</code></pre></div>
+</div>
+<p>The <code class="docutils literal notranslate"><span class="pre">runtime.run_locally</span></code> method runs benchmarks of the model on the current device.</p>
+<p>The <code class="docutils literal notranslate"><span class="pre">MeasurementsCollector</span></code> class collects all benchmarks’ data for model inference and saves it in JSON format that can be later used to render reports with the <code class="docutils literal notranslate"><span class="pre">kenning.scenarios.render_report</span></code> script.</p>
+<p>As it can be observed, all classes accessible from JSON files in these scenarios share their configuration a with the classes in the Python scripts mentioned above.</p>
+<h2 id="adding-new-implementations">Adding new implementations<a class="headerlink" href="#adding-new-implementations" title="Permalink to this heading">¶</a></h2>
+<p><code class="docutils literal notranslate"><span class="pre">Dataset</span></code>, <code class="docutils literal notranslate"><span class="pre">ModelWrapper</span></code>, <code class="docutils literal notranslate"><span class="pre">Optimizer</span></code>, <code class="docutils literal notranslate"><span class="pre">Protocol</span></code>, <code class="docutils literal notranslate"><span class="pre">Runtime</span></code> and other classes from the <code class="docutils literal notranslate"><span class="pre">kenning.core</span></code> module have dedicated directories for their implementations.
+Each method in the base classes that requires implementation raises an <code class="docutils literal notranslate"><span class="pre">NotImplementedError</span></code> exception.
+They can be easily implemented or extended, but they need to conform to certain rules, usually described in the source documentation.</p>
+<p>For more details and examples on how the Kenning framework can be adjusted and enhanced, follow the <a class="reference external" href="https://antmicro.github.io/kenning/">Kenning documentation</a>.
+Implemented methods can be also overridden, if necessary.</p>
+<p>Most of the base classes implement <code class="docutils literal notranslate"><span class="pre">form_argparse</span></code> and <code class="docutils literal notranslate"><span class="pre">from_argparse</span></code> methods.
+The former creates an argument parser and a group of arguments specific to the base class.
+The latter creates an object of the class based on the arguments from argument parser.</p>
+<p>Inheriting classes can modify <code class="docutils literal notranslate"><span class="pre">form_argparse</span></code> and <code class="docutils literal notranslate"><span class="pre">from_argparse</span></code> methods to provide better control over their processing, but they should always be based on the results of their base implementations.</p>
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diff --git a/sample-report.html b/sample-report.html
new file mode 100644
index 000000000..24e32bf0d
--- /dev/null
+++ b/sample-report.html
@@ -0,0 +1,3740 @@
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+    
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="introduction.html" class="md-nav__link">
+        <span class="md-ellipsis">Introduction</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="project-readme.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning</span>
+      </a>
+    </li>
+  
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+      
+      
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="dl-deployment-stack.html" class="md-nav__link">
+        <span class="md-ellipsis">Deep Learning deployment stack</span>
+      </a>
+    </li>
+  
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+      
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+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="json-scenarios.html" class="md-nav__link">
+        <span class="md-ellipsis">Defining optimization pipelines in Kenning</span>
+      </a>
+    </li>
+  
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+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="cmd-usage.html" class="md-nav__link">
+        <span class="md-ellipsis">Using Kenning via command line arguments</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-gallery.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning gallery of use cases</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-variables.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning environment variables</span>
+      </a>
+    </li>
+  
+
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-measurements.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning measurements</span>
+      </a>
+    </li>
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+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="pipeline-optimizer.html" class="md-nav__link">
+        <span class="md-ellipsis">Choosing optimal optimization pipeline</span>
+      </a>
+    </li>
+  
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+      
+      
+
+  
+  
+    
+  
+    
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+    <li class="md-nav__item md-nav__item--active">
+      
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+      <input class="md-nav__toggle md-toggle" data-md-toggle="toc" type="checkbox" id="__toc">
+      
+        <label class="md-nav__link md-nav__link--active" for="__toc">
+          <span class="md-ellipsis">Sample autogenerated report</span>
+          <span class="md-nav__icon md-icon"></span>
+        </label>
+      
+      <a href="#" class="md-nav__link md-nav__link--active">
+        <span class="md-ellipsis">Sample autogenerated report</span>
+      </a>
+      
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+  
+  
+    
+  
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+    <label class="md-nav__title" for="__toc">
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+      Table of contents
+    </label>
+    <ul class="md-nav__list" data-md-component="toc" data-md-scrollfix>
+      
+        <li class="md-nav__item">
+  <a href="#pet-dataset-classification-using-tvm-compiled-tensorflow-model" class="md-nav__link">
+    <span class="md-ellipsis">Pet Dataset classification using TVM-<wbr>compiled Tensor<wbr>Flow model</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Pet Dataset classification using TVM-compiled TensorFlow model">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#commands-used" class="md-nav__link">
+    <span class="md-ellipsis">Commands used</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#general-information-for-build-local-cpu-tvm-tensorflow-classification-json" class="md-nav__link">
+    <span class="md-ellipsis">General information for build.<wbr>local-<wbr>cpu-<wbr>tvm-<wbr>tensorflow-<wbr>classification.<wbr>json</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#inference-performance-metrics-for-build-local-cpu-tvm-tensorflow-classification-json" class="md-nav__link">
+    <span class="md-ellipsis">Inference performance metrics for build.<wbr>local-<wbr>cpu-<wbr>tvm-<wbr>tensorflow-<wbr>classification.<wbr>json</span>
+  </a>
+  
+    <nav class="md-nav" aria-label="Inference performance metrics for build.local-cpu-tvm-tensorflow-classification.json">
+      <ul class="md-nav__list">
+        
+          <li class="md-nav__item">
+  <a href="#inference-time" class="md-nav__link">
+    <span class="md-ellipsis">Inference time</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#average-cpu-usage" class="md-nav__link">
+    <span class="md-ellipsis">Average CPU usage</span>
+  </a>
+  
+</li>
+        
+          <li class="md-nav__item">
+  <a href="#memory-usage" class="md-nav__link">
+    <span class="md-ellipsis">Memory usage</span>
+  </a>
+  
+</li>
+        
+      </ul>
+    </nav>
+  
+</li>
+      
+        <li class="md-nav__item">
+  <a href="#inference-quality-metrics-for-build-local-cpu-tvm-tensorflow-classification-json" class="md-nav__link">
+    <span class="md-ellipsis">Inference quality metrics for build.<wbr>local-<wbr>cpu-<wbr>tvm-<wbr>tensorflow-<wbr>classification.<wbr>json</span>
+  </a>
+  
+</li>
+      
+    </ul>
+  
+</nav>
+      
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-flow.html" class="md-nav__link">
+        <span class="md-ellipsis">Creating applications with Kenning</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-development.html" class="md-nav__link">
+        <span class="md-ellipsis">Developing Kenning blocks</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-resources.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning resources</span>
+      </a>
+    </li>
+  
+
+    
+      
+      
+      
+
+  
+  
+  
+  
+    <li class="md-nav__item">
+      <a href="kenning-api.html" class="md-nav__link">
+        <span class="md-ellipsis">Kenning API</span>
+      </a>
+    </li>
+  
+
+    
+  </ul>
+</nav>
+                  </div>
+                </div>
+              </div>
+            
+            
+          
+          
+            <div class="md-content" data-md-component="content">
+              <article class="md-content__inner md-typeset" role="main">
+                  
+
+
+  <a href="https://github.com/antmicro/kenning/blob/main/docs/source/sample-report.md" title="Edit this page" class="md-content__button md-icon">
+    
+    <svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 24 24"><path d="M20.71 7.04c.39-.39.39-1.04 0-1.41l-2.34-2.34c-.37-.39-1.02-.39-1.41 0l-1.84 1.83 3.75 3.75M3 17.25V21h3.75L17.81 9.93l-3.75-3.75L3 17.25Z"/></svg>
+  </a>
+
+<h1 id="sample-autogenerated-report">Sample autogenerated report<a class="headerlink" href="#sample-autogenerated-report" title="Permalink to this heading">¶</a></h1>
+<p>This section contains a CI sample report for running inference on a compiled model.</p>
+<p>The CI is set up as follows:</p>
+<ul class="simple">
+<li><p><em>Environment</em>: Github Actions</p></li>
+<li><p><em>Task</em>: dog and cat breeds classification based on the Oxford-IIIT Pet Dataset,</p></li>
+<li><p><em>Training framework</em>: TensorFlow,</p></li>
+<li><p><em>Compiler framework</em>: TVM,</p></li>
+<li><p><em>Target</em>: CPU (using LLVM target on TVM).</p></li>
+</ul>
+<h2 id="pet-dataset-classification-using-tvm-compiled-tensorflow-model">Pet Dataset classification using TVM-compiled TensorFlow model<a class="headerlink" href="#pet-dataset-classification-using-tvm-compiled-tensorflow-model" title="Permalink to this heading">¶</a></h2>
+<h3 id="commands-used">Commands used<a class="headerlink" href="#commands-used" title="Permalink to this heading">¶</a></h3>
+<div class="admonition note">
+<p class="admonition-title">Note</p>
+<p>This section was generated using:</p>
+<div class="highlight-bash notranslate"><div class="highlight"><pre><span></span><code>python<span class="w"> </span>-m<span class="w"> </span>kenning.__main__<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>optimize<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span><span class="nb">test</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--modelwrapper-cls<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-cls<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>kenning.datasets.pet_dataset.PetDataset<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--measurements<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>./build/local-cpu-tvm-tensorflow-classification.json<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--compiler-cls<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>kenning.optimizers.tvm.TVMCompiler<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--runtime-cls<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>kenning.runtimes.tvm.TVMRuntime<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-path<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>kenning:///models/classification/tensorflow_pet_dataset_mobilenetv2.h5<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--model-framework<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>keras<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--target<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>llvm<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--compiled-model-path<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>./build/compiled-model.tar<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--opt-level<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span><span class="m">3</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--save-model-path<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>./build/compiled-model.tar<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--target-device-context<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>cpu<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--dataset-root<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>./build/PetDataset/<span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--inference-batch-size<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span><span class="m">1</span><span class="w"> </span><span class="se">\</span>
+<span class="w">    </span>--verbosity<span class="w"> </span><span class="se">\</span>
+<span class="w">        </span>INFO
+</code></pre></div>
+</div>
+</div>
+<h3 id="general-information-for-build-local-cpu-tvm-tensorflow-classification-json">General information for build.local-cpu-tvm-tensorflow-classification.json<a class="headerlink" href="#general-information-for-build-local-cpu-tvm-tensorflow-classification-json" title="Permalink to this heading">¶</a></h3>
+<p><em>Model framework</em>:</p>
+<ul class="simple">
+<li><p>tensorflow ver. 2.11.1</p></li>
+</ul>
+<p><em>Input JSON</em>:</p>
+<div class="highlight-json notranslate"><div class="highlight"><pre><span></span><code><span class="p">{</span>
+<span class="w">    </span><span class="nt">&quot;dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.datasets.pet_dataset.PetDataset&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;classify_by&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;breeds&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;image_memory_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;NHWC&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;dataset_root&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;build/PetDataset&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;inference_batch_size&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;download_dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">true</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;force_download_dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;external_calibration_dataset&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;split_fraction_test&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.2</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;split_fraction_val&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;split_seed&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">1234</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;model_wrapper&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.modelwrappers.classification.tensorflow_pet_dataset.TensorFlowPetDatasetMobileNetV2&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;/home/runner/.kenning/models/classification/tensorflow_pet_dataset_mobilenetv2.h5&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;model_name&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;runtime&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.runtimes.tvm.TVMRuntime&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;save_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;/home/runner/work/kenning/kenning/build/compiled-model.tar&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;target_device_context&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;cpu&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;target_device_context_id&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">0</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;runtime_use_vm&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;disable_performance_measurements&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;data_converter&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">        </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.dataconverters.modelwrapper_dataconverter.ModelWrapperDataConverter&quot;</span><span class="p">,</span>
+<span class="w">        </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{}</span>
+<span class="w">    </span><span class="p">},</span>
+<span class="w">    </span><span class="nt">&quot;optimizers&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">[</span>
+<span class="w">        </span><span class="p">{</span>
+<span class="w">            </span><span class="nt">&quot;type&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;kenning.optimizers.tvm.TVMCompiler&quot;</span><span class="p">,</span>
+<span class="w">            </span><span class="nt">&quot;parameters&quot;</span><span class="p">:</span><span class="w"> </span><span class="p">{</span>
+<span class="w">                </span><span class="nt">&quot;model_framework&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;keras&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;target&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;llvm&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;target_host&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">null</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;opt_level&quot;</span><span class="p">:</span><span class="w"> </span><span class="mi">3</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;libdarknet_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;/usr/local/lib/libdarknet.so&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;compile_use_vm&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;output_conversion_function&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;default&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;conv2d_data_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;conv2d_kernel_layout&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;use_fp16_precision&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;use_int8_precision&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;use_tensorrt&quot;</span><span class="p">:</span><span class="w"> </span><span class="kc">false</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;dataset_percentage&quot;</span><span class="p">:</span><span class="w"> </span><span class="mf">0.25</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;compiled_model_path&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;/home/runner/work/kenning/kenning/build/compiled-model.tar&quot;</span><span class="p">,</span>
+<span class="w">                </span><span class="nt">&quot;location&quot;</span><span class="p">:</span><span class="w"> </span><span class="s2">&quot;host&quot;</span>
+<span class="w">            </span><span class="p">}</span>
+<span class="w">        </span><span class="p">}</span>
+<span class="w">    </span><span class="p">]</span>
+<span class="p">}</span>
+</code></pre></div>
+</div>
+<h2 id="inference-performance-metrics-for-build-local-cpu-tvm-tensorflow-classification-json">Inference performance metrics for build.local-cpu-tvm-tensorflow-classification.json<a class="headerlink" href="#inference-performance-metrics-for-build-local-cpu-tvm-tensorflow-classification-json" title="Permalink to this heading">¶</a></h2>
+<h3 id="inference-time">Inference time<a class="headerlink" href="#inference-time" title="Permalink to this heading">¶</a></h3>
+<figure class="align-center" id="performance-and-classification-of-buildlocalcputvmtensorflowclassificationjsonbuild-local-cpu-tvm-tensorflow-classification-json-inferencetime">
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <link rel="preload" href="https://fonts.googleapis.com/css?family=Lato">
+    <meta charset="utf-8">
+    <title>Bokeh Application</title>
+    <script type="text/javascript">
+        /* BEGIN bokeh.min.js */
+/*!
+ * Copyright (c) 2012 - 2022, Anaconda, Inc., and Bokeh Contributors
+ * All rights reserved.
+ * 
+ * Redistribution and use in source and binary forms, with or without modification,
+ * are permitted provided that the following conditions are met:
+ * 
+ * Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ * 
+ * Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ * 
+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
+ * without specific prior written permission.
+ * 
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+ * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ * THE POSSIBILITY OF SUCH DAMAGE.
+ */
+(function(root, factory) {
+  const bokeh = factory();
+  bokeh.__bokeh__ = true;
+  if (typeof root.Bokeh === "undefined" || typeof root.Bokeh.__bokeh__ === "undefined") {
+    root.Bokeh = bokeh;
+  }
+  const Bokeh = root.Bokeh;
+  Bokeh[bokeh.version] = bokeh;
+})(this, function() {
+  let define;
+  const parent_require = typeof require === "function" && require
+  return (function(modules, entry, aliases, externals) {
+  if (aliases === undefined) aliases = {};
+  if (externals === undefined) externals = {};
+
+  const cache = {};
+
+  const normalize = function(name) {
+    if (typeof name === "number")
+      return name;
+
+    if (name === "bokehjs")
+      return entry;
+
+    if (!externals[name]) {
+      const prefix = "@bokehjs/"
+      if (name.slice(0, prefix.length) === prefix)
+        name = name.slice(prefix.length)
+    }
+
+    const alias = aliases[name]
+    if (alias != null)
+      return alias;
+
+    const trailing = name.length > 0 && name[name.lenght-1] === "/";
+    const index = aliases[name + (trailing ? "" : "/") + "index"];
+    if (index != null)
+      return index;
+
+    return name;
+  }
+
+  const require = function(name) {
+    let mod = cache[name];
+    if (!mod) {
+      const id = normalize(name);
+
+      mod = cache[id];
+      if (!mod) {
+        if (!modules[id]) {
+          if (externals[id] === false || (externals[id] == true && parent_require)) {
+            try {
+              mod = {exports: externals[id] ? parent_require(id) : {}};
+              cache[id] = cache[name] = mod;
+              return mod.exports;
+            } catch (e) {}
+          }
+
+          const err = new Error("Cannot find module '" + name + "'");
+          err.code = 'MODULE_NOT_FOUND';
+          throw err;
+        }
+
+        mod = {exports: {}};
+        cache[id] = cache[name] = mod;
+
+        function __esModule() {
+          Object.defineProperty(mod.exports, "__esModule", {value: true});
+        }
+
+        function __esExport(name, value) {
+          Object.defineProperty(mod.exports, name, {
+            enumerable: true, get: function () { return value; }
+          });
+        }
+
+        modules[id].call(mod.exports, require, mod, mod.exports, __esModule, __esExport);
+      } else {
+        cache[name] = mod;
+      }
+    }
+
+    return mod.exports;
+  }
+  require.resolve = function(name) {
+    return ""
+  }
+
+  const main = require(entry);
+  main.require = require;
+
+  if (typeof Proxy !== "undefined") {
+    // allow Bokeh.loader["@bokehjs/module/name"] syntax
+    main.loader = new Proxy({}, {
+      get: function(_obj, module) {
+        return require(module);
+      }
+    });
+  }
+
+  main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {
+    if (plugin_aliases === undefined) plugin_aliases = {};
+    if (plugin_externals === undefined) plugin_externals = {};
+
+    for (let name in plugin_modules) {
+      modules[name] = plugin_modules[name];
+    }
+
+    for (let name in plugin_aliases) {
+      aliases[name] = plugin_aliases[name];
+    }
+
+    for (let name in plugin_externals) {
+      externals[name] = plugin_externals[name];
+    }
+
+    const plugin = require(plugin_entry);
+
+    for (let name in plugin) {
+      main[name] = plugin[name];
+    }
+
+    return plugin;
+  }
+
+  return main;
+})
+([
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+function _(e,t,o,s,l){s();const n=e(1);l("version",e(3).version),l("index",e(4).index),o.embed=(0,n.__importStar)(e(4)),o.protocol=(0,n.__importStar)(e(406)),o._testing=(0,n.__importStar)(e(407));var r=e(19);l("logger",r.logger),l("set_log_level",r.set_log_level),l("settings",e(28).settings),l("Models",e(7).Models),l("documents",e(5).documents),l("safely",e(408).safely)},
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+function _(t,_,o,r,n){r();const a=t(1);(0,a.__exportStar)(t(6),o),(0,a.__exportStar)(t(35),o)},
+function _(e,t,s,o,n){o();const i=e(1),r=e(7),l=e(3),_=e(19),a=e(251),c=e(14),d=e(30),h=e(15),f=e(17),u=e(31),m=e(29),g=e(9),v=e(13),p=(0,i.__importStar)(e(77)),w=e(26),b=e(8),y=e(309),k=e(75),M=e(53),j=e(396),z=e(35);class S{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new z.MessageSentEvent(this.document,"bokeh_event",e.to_json());this.document._trigger_on_change(t)}trigger(e){for(const t of this.subscribed_models)null!=e.origin&&e.origin!=t||t._process_event(e)}}s.EventManager=S,S.__name__="EventManager",s.documents=[],s.DEFAULT_TITLE="Bokeh Application";class E{constructor(e){var t;s.documents.push(this),this._init_timestamp=Date.now(),this._resolver=null!==(t=null==e?void 0:e.resolver)&&void 0!==t?t:new r.ModelResolver,this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new Map,this._message_callbacks=new Map,this.event_manager=new S(this),this.idle=new h.Signal0(this,"idle"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof y.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e,t=null){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_finalize=t,this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&(this._interactive_plot.trigger_event(new a.LODEnd),null!=this._interactive_finalize&&this._interactive_finalize()),this._interactive_plot=null,this._interactive_timestamp=null,this._interactive_finalize=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error("Attempted to overwrite a document with itself");e.clear();const t=(0,g.copy)(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug("invalidating document models"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new z.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof M.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof z.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new z.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const i of e){const e=i.id,r=i.type,l=null!==(o=i.attributes)&&void 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,r,l,s),null!=i.subtype&&_.set_subtype(i.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var i;if((0,f.is_ref)(e)){const o=null!==(i=t.get(e.id))&&void 0!==i?i:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}if((0,u.is_NDArray_ref)(e)){const{buffer:t,dtype:s,shape:n}=(0,u.decode_NDArray)(e,o);return(0,m.ndarray)(t,{dtype:s,shape:n})}return(0,b.isArray)(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):(0,b.isPlainObject)(e)?function(e){const t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:"ModelChanged",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),i=Object.keys(t.attributes),r=(0,g.difference)(n,i),l=(0,g.difference)(i,n),a=(0,g.intersection)(n,i),c=[];for(const e of r)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const i=t.attributes[n];c.push(E._event_for_attribute_change(e,n,i,s,o))}for(const n of a){const i=e.attributes[n],r=t.attributes[n];null==i&&null==r||(null==i||null==r?c.push(E._event_for_attribute_change(e,n,r,s,o)):"data"==n||(0,w.is_equal)(i,r)||c.push(E._event_for_attribute_change(e,n,r,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),i=new Map,r=[];for(const t of e.roots.root_ids)i.set(t,n.get(t)),r.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(r.sort(),a.sort(),(0,g.difference)(r,a).length>0||(0,g.difference)(a,r).length>0)throw new Error("Not implemented: computing add/remove of document roots");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug("Creating Document from JSON");const t=e.version,s=-1!==t.indexOf("+")||-1!==t.indexOf("-"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\./,"$1")==t?_.logger.debug(o):(_.logger.warn("JS/Python version mismatch"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error("Cannot create a patch using events from a different document");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case"RootAdded":case"RootRemoved":case"ModelChanged":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}"`),new Error("event model wasn't known");break}}const r=new Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case"MessageSent":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error("expected exactly one buffer");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case"ModelChanged":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case"ColumnDataChanged":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case"ColumnsStreamed":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot stream to non-ColumnDataSource");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case"ColumnsPatched":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot patch non-ColumnDataSource");const n=e.patches;o.patch(n,s);break}case"RootAdded":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case"RootRemoved":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case"TitleChanged":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__="Document"},
+function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__="ModelResolver";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},
+function _(n,t,r,e,i){e();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||"[object Boolean]"===u.call(n)}function f(n){return"[object Number]"===u.call(n)}function l(n){return"[object String]"===u.call(n)}function s(n){return"symbol"==typeof n}function a(n){const t=typeof n;return"function"===t||"object"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return"[object Function]"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&"length"in n}},
+function _(n,t,e,r,o){r();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
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+function _(n,t,r,e,o){e();const{PI:a}=Math;function u(n){if(0==n)return 0;for(;n<=0;)n+=2*a;for(;n>2*a;)n-=2*a;return n}function c(n,t){return u(n-t)}function f(){return Math.random()}function i(n){switch(n){case"deg":return a/180;case"rad":return 1;case"grad":return a/200;case"turn":return 2*a}}r.angle_norm=u,r.angle_dist=c,r.angle_between=function(n,t,r,e=!1){const o=c(t,r);if(0==o)return!1;if(o==2*a)return!0;const f=u(n),i=c(t,f)<=o&&c(f,r)<=o;return e?!i:i},r.random=f,r.randomIn=function(n,t){return null==t&&(t=n,n=0),n+Math.floor(Math.random()*(t-n+1))},r.atan2=function(n,t){return Math.atan2(t[1]-n[1],t[0]-n[0])},r.radians=function(n){return n*(a/180)},r.degrees=function(n){return n/(a/180)},r.resolve_angle=function(n,t){return-i(t)*n},r.to_radians_coeff=i,r.rnorm=function(n,t){let r,e;for(;r=f(),e=f(),e=(2*e-1)*Math.sqrt(1/Math.E*2),!(-4*r*r*Math.log(r)>=e*e););let o=e/r;return o=n+t*o,o},r.clamp=function(n,t,r){return n<t?t:n>r?r:n},r.log=function(n,t=Math.E){return Math.log(n)/Math.log(t)},r.float32_epsilon=1.1920928955078125e-7},
+function _(r,n,e,o,s){o();class t extends Error{}e.AssertionError=t,t.__name__="AssertionError",e.assert=function(r,n){if(!(!0===r||!1!==r&&r()))throw new t(null!=n?n:"Assertion failed")},e.unreachable=function(){throw new Error("unreachable code")}},
+function _(n,t,e,r,o){r();const i=n(10);function l(n,t,e,...r){const o=n.length;t<0&&(t+=o),t<0?t=0:t>o&&(t=o),null==e||e>o-t?e=o-t:e<0&&(e=0);const i=o-e+r.length,l=new n.constructor(i);let u=0;for(;u<t;u++)l[u]=n[u];for(const n of r)l[u++]=n;for(let r=t+e;r<o;r++)l[u++]=n[r];return l}function u(n,t){return l(n,t,n.length-t)}function c(n,t){const e=n.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=t(n[o],o,n);return r}function f(n,t,e){const r=n.length;if(void 0===e&&0==r)throw new Error("can't reduce an empty array without an initial value");let o,i;for(void 0===e?(o=n[0],i=1):(o=e,i=0);i<r;i++)o=t(o,n[i],i,n);return o}function s(n){return function(t,e){const r=t.length;let o=n>0?0:r-1;for(;o>=0&&o<r;o+=n)if(e(t[o]))return o;return-1}}function h(n,t){let e=0,r=n.length;for(;e<r;){const o=Math.floor((e+r)/2);n[o]<t?e=o+1:r=o}return e}function a(n,t,e,r,o){const i=(o-e)/(r-t);let l=i*(n-t)+e;return isFinite(l)||(l=i*(n-r)+o,isFinite(l)||e!=o||(l=e)),l}function g(n,t){if(n<t[0])return-1;if(n>t[t.length-1])return t.length;let e=0,r=t.length-1;for(;r-e!=1;){const o=e+Math.floor((r-e)/2);n>=t[o]?e=o:r=o}return e}e.is_empty=function(n){return 0==n.length},e.copy=function(n){return Array.isArray(n)?n.slice():new n.constructor(n)},e.splice=l,e.head=u,e.insert=function(n,t,e){return l(n,e,0,t)},e.append=function(n,t){return l(n,n.length,0,t)},e.prepend=function(n,t){return l(n,0,0,t)},e.indexOf=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.subselect=function(n,t){const e=t.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=n[t[o]];return r},e.mul=function(n,t,e){const r=n.length,o=null!=e?e:new n.constructor(r);for(let e=0;e<r;e++)o[e]=n[e]*t;return o},e.map=c,e.inplace_map=function(n,t,e){const r=n.length,o=null!=e?e:n;for(let e=0;e<r;e++)o[e]=t(n[e],e)},e.filter=function(n,t){const e=n.length,r=new n.constructor(e);let o=0;for(let i=0;i<e;i++){const e=n[i];t(e,i,n)&&(r[o++]=e)}return u(r,o)},e.reduce=f,e.min=function(n){let t,e=1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t<e&&(e=t);return e},e.max=function(n){let t,e=-1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t>e&&(e=t);return e},e.minmax=function(n){let t,e=1/0,r=-1/0;for(let o=0,i=n.length;o<i;o++)t=n[o],isNaN(t)||(t<e&&(e=t),t>r&&(r=t));return[e,r]},e.minmax2=function(n,t){let e,r,o=1/0,i=-1/0,l=1/0,u=-1/0;const c=Math.min(n.length,t.length);for(let f=0;f<c;f++)e=n[f],r=t[f],isNaN(e)||isNaN(r)||(e<o&&(o=e),e>i&&(i=e),r<l&&(l=r),r>u&&(u=r));return[o,i,l,u]},e.min_by=function(n,t){if(0==n.length)throw new Error("min_by() called with an empty array");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l<r&&(e=i,r=l)}return e},e.max_by=function(n,t){if(0==n.length)throw new Error("max_by() called with an empty array");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l>r&&(e=i,r=l)}return e},e.sum=function(n){let t=0;for(let e=0,r=n.length;e<r;e++)t+=n[e];return t},e.cumsum=function(n){const t=new n.constructor(n.length);return f(n,((n,e,r)=>t[r]=n+e),0),t},e.every=function(n,t){for(let e=0,r=n.length;e<r;e++)if(!t(n[e]))return!1;return!0},e.some=function(n,t){for(let e=0,r=n.length;e<r;e++)if(t(n[e]))return!0;return!1},e.index_of=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.find_index=s(1),e.find_last_index=s(-1),e.find=function(n,t){const r=(0,e.find_index)(n,t);return-1==r?void 0:n[r]},e.find_last=function(n,t){const r=(0,e.find_last_index)(n,t);return-1==r?void 0:n[r]},e.sorted_index=h,e.bin_counts=function(n,t){const e=t.length-1,r=Array(e).fill(0);for(let o=0;o<n.length;o++){const l=h(t,n[o]);r[(0,i.clamp)(l-1,0,e-1)]+=1}return r},e.interpolate=function(n,t,e){const r=n.length,o=new Array(r);for(let i=0;i<r;i++){const r=n[i];if(isNaN(r)){o[i]=r;continue}const l=g(r,t);if(-1==l)o[i]=e[0];else if(l==t.length)o[i]=e[e.length-1];else if(l==t.length-1||t[l]==r)o[i]=e[l];else{const n=t[l],u=e[l],c=t[l+1],f=e[l+1];o[i]=a(r,n,u,c,f)}}return o},e.left_edge_index=g,e.norm=function(n,t,e){const r=e-t;return c(n,(n=>(n-t)/r))}},
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+function _(e,t,s,n,r){n();const i=e(1);var o;const c=e(15),a=e(17),_=(0,i.__importStar)(e(18)),h=(0,i.__importStar)(e(21)),u=e(34),l=e(13),f=e(8),p=e(26),d=e(30),g=e(35),y=e(26),v=e(36),m=e(37),b=(0,i.__importStar)(e(21));class w extends((0,c.Signalable)()){constructor(e={}){var t,s;super(),this._subtype=void 0,this.document=null,this.destroyed=new c.Signal0(this,"destroyed"),this.change=new c.Signal0(this,"change"),this.transformchange=new c.Signal0(this,"transformchange"),this.exprchange=new c.Signal0(this,"exprchange"),this.properties={},this._watchers=new WeakMap,this._pending=!1,this._changing=!1;const n=e instanceof Map?e.get.bind(e):t=>e[t];this.id=null!==(t=n("id"))&&void 0!==t?t:(0,u.uniqueId)();for(const[e,{type:t,default_value:s,options:r}]of(0,l.entries)(this._props)){let i;t instanceof _.PropertyAlias?Object.defineProperty(this.properties,e,{get:()=>this.properties[t.attr],configurable:!1,enumerable:!1}):(i=t instanceof h.Kind?new 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'${this.prototype.type}.${t}'`);Object.defineProperty(this.prototype,t,{get(){return this.properties[t].get_value()},set(e){return this.setv({[t]:e}),this},configurable:!1,enumerable:!0});const[e,n,r={}]=s,i={type:e,default_value:this._fix_default(n,t),options:r},o=Object.assign({},this.prototype._props);o[t]=i,this.prototype._props=o}}static internal(e){const t={};for(const[s,n]of(0,l.entries)((0,f.isFunction)(e)?e(b):e)){const[e,r,i={}]=n;t[s]=[e,r,Object.assign(Object.assign({},i),{internal:!0})]}this.define(t)}static mixins(e){function t(e,t){const s={};for(const[n,r]of(0,l.entries)(t))s[e+n]=r;return s}const s={},n=[];for(const r of(0,f.isArray)(e)?e:[e])if((0,f.isArray)(r)){const[e,i]=r;(0,l.extend)(s,t(e,i)),n.push([e,i])}else{const e=r;(0,l.extend)(s,e),n.push(["",e])}this.define(s),this.prototype._mixins=[...this.prototype._mixins,...n]}static override(e){for(const[t,s]of(0,l.entries)(e)){const e=this._fix_default(s,t),n=this.prototype._props[t];if(null==n)throw new Error(`attempted to override nonexistent '${this.prototype.type}.${t}'`);const r=Object.assign({},this.prototype._props);r[t]=Object.assign(Object.assign({},n),{default_value:e}),this.prototype._props=r}}toString(){return`${this.type}(${this.id})`}property(e){const t=this.properties[e];if(null!=t)return t;throw new Error(`unknown property ${this.type}.${e}`)}get attributes(){const e={};for(const t of this)e[t.attr]=t.get_value();return e}[m.clone](e){const t=new Map;for(const s of this)s.dirty&&t.set(s.attr,e.clone(s.get_value()));return new this.constructor(t)}[y.equals](e,t){for(const s of this){const n=e.property(s.attr);if(!t.eq(s.get_value(),n.get_value()))return!1}return!0}[v.pretty](e){const t=e.token,s=[];for(const n of this)if(n.dirty){const r=n.get_value();s.push(`${n.attr}${t(":")} ${e.to_string(r)}`)}return`${this.constructor.__qualified__}${t("(")}${t("{")}${s.join(`${t(",")} `)}${t("}")}${t(")")}`}[d.serialize](e){const t=this.ref();e.add_ref(this,t);const s=this.struct();for(const t of this)t.syncable&&(e.include_defaults||t.dirty)&&(s.attributes[t.attr]=e.to_serializable(t.get_value()));return e.add_def(this,s),t}finalize(){for(const e of this){if(!(e instanceof _.VectorSpec||e instanceof _.ScalarSpec))continue;const t=e.get_value();if(null!=t){const{transform:e,expr:s}=t;null!=e&&this.connect(e.change,(()=>this.transformchange.emit())),null!=s&&this.connect(s.change,(()=>this.exprchange.emit()))}}this.initialize()}initialize(){}connect_signals(){}disconnect_signals(){c.Signal.disconnectReceiver(this)}destroy(){this.disconnect_signals(),this.destroyed.emit()}clone(){return(new m.Cloner).clone(this)}changed_for(e){const t=this._watchers.get(e);return this._watchers.set(e,!1),null==t||t}_setv(e,t){const s=t.check_eq,n=[],r=this._changing;this._changing=!0;for(const[t,r]of e)!1!==s&&(0,p.is_equal)(t.get_value(),r)||(t.set_value(r),n.push(t));n.length>0&&(this._watchers=new WeakMap,this._pending=!0);for(const e of n)e.change.emit();if(!r){if(!t.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}}setv(e,t={}){const s=(0,l.entries)(e);if(0==s.length)return;if(!0===t.silent){this._watchers=new WeakMap;for(const[e,t]of s)this.properties[e].set_value(t);return}const n=new Map,r=new Map;for(const[e,t]of s){const s=this.properties[e];n.set(s,t),r.set(s,s.get_value())}this._setv(n,t);const{document:i}=this;if(null!=i){const e=[];for(const[t,s]of r)e.push([t,s,t.get_value()]);for(const[,t,s]of e)if(this._needs_invalidate(t,s)){i._invalidate_all_models();break}this._push_changes(e,t)}}getv(e){return this.property(e).get_value()}ref(){return{id:this.id}}struct(){const e={type:this.type,id:this.id,attributes:{}};return null!=this._subtype&&(e.subtype=this._subtype),e}set_subtype(e){this._subtype=e}*[Symbol.iterator](){yield*(0,l.values)(this.properties)}*syncable_properties(){for(const e of this)e.syncable&&(yield e)}serializable_attributes(){const e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error("models must be owned by only a single document");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},
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0!==l&&l,this.convert=i.convert,this.on_update=i.on_update,void 0!==a)o=a,this._dirty=!0;else{const t=this._default_override();if(void 0!==t)o=t;else{if(void 0===r)return void(this.spec={value:null});o=r(e)}}this._update(o)}get is_value(){return void 0!==this.spec.value}get syncable(){return!this.internal}get_value(){return this.spec.value}set_value(e){this._update(e),this._dirty=!0}_default_override(){}get dirty(){return this._dirty}_update(e){var t;if(this.validate(e),null!=this.convert){const t=this.convert(e);void 0!==t&&(e=t)}this.spec={value:e},null===(t=this.on_update)||void 0===t||t.call(this,e,this.obj)}toString(){return`Prop(${this.obj}.${this.attr}, spec: ${x(this.spec)})`}normalize(e){return e}validate(e){if(!this.valid(e))throw new Error(`${this.obj}.${this.attr} given invalid value: ${x(e)}`)}valid(e){return this.kind.valid(e)}_value(e=!0){if(!this.is_value)throw new Error("attempted to retrieve property value for property without value specification");let t=this.normalize([this.spec.value])[0];return null!=this.spec.transform&&e&&(t=this.spec.transform.compute(t)),t}}n.Property=f,f.__name__="Property";class A{constructor(e){this.attr=e}}n.PropertyAlias=A,A.__name__="PropertyAlias",n.Alias=function(e){return new A(e)};class C extends f{}n.PrimitiveProperty=C,C.__name__="PrimitiveProperty";class T extends f{}n.Any=T,T.__name__="Any";class L extends f{valid(e){return(0,m.isArray)(e)||(0,m.isTypedArray)(e)}}n.Array=L,L.__name__="Array";class w extends f{valid(e){return(0,m.isBoolean)(e)}}n.Boolean=w,w.__name__="Boolean";class P extends f{valid(e){return(0,S.is_Color)(e)}}n.Color=P,P.__name__="Color";class b extends f{}n.Instance=b,b.__name__="Instance";class q extends f{valid(e){return(0,m.isNumber)(e)}}n.Number=q,q.__name__="Number";class N extends q{valid(e){return(0,m.isNumber)(e)&&(0|e)==e}}n.Int=N,N.__name__="Int";class z extends q{}n.Angle=z,z.__name__="Angle";class B extends q{valid(e){return(0,m.isNumber)(e)&&0<=e&&e<=1}}n.Percent=B,B.__name__="Percent";class F extends f{valid(e){return(0,m.isString)(e)}}n.String=F,F.__name__="String";class D extends f{valid(e){return null===e||(0,m.isString)(e)}}n.NullString=D,D.__name__="NullString";class U extends F{}n.FontSize=U,U.__name__="FontSize";class M extends F{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.Font=M,M.__name__="Font";class R extends f{valid(e){return(0,m.isString)(e)&&(0,_.includes)(this.enum_values,e)}}function k(e){return class extends R{get enum_values(){return[...e]}}}n.EnumProperty=R,R.__name__="EnumProperty",n.Enum=k;class O extends R{get enum_values(){return[...o.Direction]}normalize(e){const t=new Uint8Array(e.length);for(let n=0;n<e.length;n++)switch(e[n]){case"clock":t[n]=0;break;case"anticlock":t[n]=1}return t}}n.Direction=O,O.__name__="Direction",n.Anchor=k(o.Anchor),n.AngleUnits=k(o.AngleUnits),n.BoxOrigin=k(o.BoxOrigin),n.ButtonType=k(o.ButtonType),n.CalendarPosition=k(o.CalendarPosition),n.Dimension=k(o.Dimension),n.Dimensions=k(o.Dimensions),n.Distribution=k(o.Distribution),n.FontStyle=k(o.FontStyle),n.HatchPatternType=k(o.HatchPatternType),n.HTTPMethod=k(o.HTTPMethod),n.HexTileOrientation=k(o.HexTileOrientation),n.HoverMode=k(o.HoverMode),n.LatLon=k(o.LatLon),n.LegendClickPolicy=k(o.LegendClickPolicy),n.LegendLocation=k(o.LegendLocation),n.LineCap=k(o.LineCap),n.LineJoin=k(o.LineJoin),n.LinePolicy=k(o.LinePolicy),n.Location=k(o.Location),n.Logo=k(o.Logo),n.MarkerType=k(o.MarkerType),n.MutedPolicy=k(o.MutedPolicy),n.Orientation=k(o.Orientation),n.OutputBackend=k(o.OutputBackend),n.PaddingUnits=k(o.PaddingUnits),n.Place=k(o.Place),n.PointPolicy=k(o.PointPolicy),n.RadiusDimension=k(o.RadiusDimension),n.RenderLevel=k(o.RenderLevel),n.RenderMode=k(o.RenderMode),n.ResetPolicy=k(o.ResetPolicy),n.RoundingFunction=k(o.RoundingFunction),n.Side=k(o.Side),n.SizingMode=k(o.SizingMode),n.Sort=k(o.Sort),n.SpatialUnits=k(o.SpatialUnits),n.StartEnd=k(o.StartEnd),n.StepMode=k(o.StepMode),n.TapBehavior=k(o.TapBehavior),n.TextAlign=k(o.TextAlign),n.TextBaseline=k(o.TextBaseline),n.TextureRepetition=k(o.TextureRepetition),n.TickLabelOrientation=k(o.TickLabelOrientation),n.TooltipAttachment=k(o.TooltipAttachment),n.UpdateMode=k(o.UpdateMode),n.VerticalAlign=k(o.VerticalAlign);class E extends f{get_value(){const{value:e,expr:t,transform:n}=this.spec;return null!=t||null!=n?this.spec:e}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}uniform(e){var t;const{expr:n,value:r,transform:a}=this.spec,i=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=n.compute(e);return null!=a&&(t=a.compute(t)),t=this.materialize(t),this.scalar(t,i)}{let e=r;return null!=a&&(e=a.compute(e)),e=this.materialize(e),this.scalar(e,i)}}}n.ScalarSpec=E,E.__name__="ScalarSpec";class V extends E{}n.AnyScalar=V,V.__name__="AnyScalar";class $ extends E{}n.ColorScalar=$,$.__name__="ColorScalar";class I extends E{}n.NumberScalar=I,I.__name__="NumberScalar";class J extends E{}n.StringScalar=J,J.__name__="StringScalar";class X extends E{}n.NullStringScalar=X,X.__name__="NullStringScalar";class Y extends E{}n.ArrayScalar=Y,Y.__name__="ArrayScalar";class H extends 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p(t)},n.toggle_attribute=function(t,e,n){null==n&&(n=!t.hasAttribute(e)),n?t.setAttribute(e,"true"):t.removeAttribute(e)},(g=n.Keys||(n.Keys={}))[g.Backspace=8]="Backspace",g[g.Tab=9]="Tab",g[g.Enter=13]="Enter",g[g.Esc=27]="Esc",g[g.PageUp=33]="PageUp",g[g.PageDown=34]="PageDown",g[g.Left=37]="Left",g[g.Up=38]="Up",g[g.Right=39]="Right",g[g.Down=40]="Down",g[g.Delete=46]="Delete",n.undisplayed=function(t,e){const{display:n}=t.style;t.style.display="none";try{return e()}finally{t.style.display=n}},n.unsized=function(t,e){return m(t,{},e)},n.sized=m;class y{constructor(t){this.root=t,this.known=new Set,this.style=(0,n.style)({type:"text/css"}),c(t,this.style)}append(t){this.known.has(t)||(this.style.appendChild(document.createTextNode(t)),this.known.add(t))}}n.StyleSheet=y,y.__name__="StyleSheet",n.stylesheet=new y(document.head),n.dom_ready=async function(){if("loading"==document.readyState)return new Promise(((t,e)=>{document.addEventListener("DOMContentLoaded",(()=>t()),{once:!0})}))}},
+function _(o,i,t,e,r){e(),t.root="bk-root",t.default=".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}"},
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+function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),"black"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,"bevel"],line_cap:[n.LineCap,"butt"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),"gray"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),"black"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),"#444444"],text_alpha:[i.Alpha,1],text_font:[o.Font,"helvetica"],text_font_size:[i.FontSize,"16px"],text_font_style:[n.FontStyle,"normal"],text_align:[n.TextAlign,"left"],text_baseline:[n.TextBaseline,"bottom"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,"black"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,"bevel"],line_cap:[o.LineCapScalar,"butt"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,"gray"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,"black"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,"#444444"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,"helvetica"],text_font_size:[o.FontSizeScalar,"16px"],text_font_style:[o.FontStyleScalar,"normal"],text_align:[o.TextAlignScalar,"left"],text_baseline:[o.TextBaselineScalar,"bottom"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,"black"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,"bevel"],line_cap:[o.LineCapSpec,"butt"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,"gray"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,"black"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,"#444444"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,"helvetica"],text_font_size:[o.FontSizeSpec,"16px"],text_font_style:[o.FontStyleSpec,"normal"],text_align:[o.TextAlignSpec,"left"],text_baseline:[o.TextBaselineSpec,"bottom"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},
+function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__="Fill";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__="FillScalar";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__="FillVector",c.prototype.type="fill",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type="fill",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type="fill",u.prototype.attrs=Object.keys(r.FillVector)},
+function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__="Text";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__="TextScalar";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__="TextVector",h.prototype.type="text",h.prototype.attrs=Object.keys(o.Text),x.prototype.type="text",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type="text",u.prototype.attrs=Object.keys(o.TextVector)},
+function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||" "==a||"blank"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:"transparent"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.Hatch=l,l.__name__="Hatch";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||" "==a||"blank"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:"transparent"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchScalar=o,o.__name__="HatchScalar";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(" "==t||"blank"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:"transparent"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return"repeat";switch(a.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchVector=u,u.__name__="HatchVector",l.prototype.type="hatch",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type="hatch",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type="hatch",u.prototype.attrs=Object.keys(_.HatchVector)},
+function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={" ":"blank",".":"dot",o:"ring","-":"horizontal_line","|":"vertical_line","+":"cross",'"':"horizontal_dash",":":"vertical_dash","@":"spiral","/":"right_diagonal_line","\\":"left_diagonal_line",x:"diagonal_cross",",":"right_diagonal_dash","`":"left_diagonal_dash",v:"horizontal_wave",">":"vertical_wave","*":"criss_cross"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap="square",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case"blank":break;case"dot":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case"ring":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case"horizontal_line":l(e,T,v);break;case"vertical_line":n(e,T,v);break;case"cross":l(e,T,v),n(e,T,v);break;case"horizontal_dash":l(e,v,v);break;case"vertical_dash":n(e,v,v);break;case"spiral":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case"right_diagonal_line":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case"left_diagonal_line":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case"diagonal_cross":t(e,T);break;case"right_diagonal_dash":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case"left_diagonal_dash":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case"horizontal_wave":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case"vertical_wave":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case"criss_cross":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},
+function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.logger.warn("WARNING: Document not defined for updating event callbacks")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(":");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of(0,l.entries)(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){(0,l.isEmpty)(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error("invalid selector")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error("found more than one object matching given selector")}}}s.Model=h,a=h,h.__name__="Model",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},
+function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__="CoordinateTransform";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([["default",this.x_source]])}get y_ranges(){return new Map([["default",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint="log");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__="CoordinateMapping",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__="CompositeScale",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},
+function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__="Scale",_.internal((({Ref:e})=>({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},
+function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__="Transform"},
+function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__="Range",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},
+function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if("auto"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__="Range1d",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},
+function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__="LinearScale"},
+function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__="ContinuousScale"},
+function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__="LogScale"},
+function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__="CategoricalScale"},
+function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?"auto":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),"log"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;"percent"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:"percent"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&("start"==this.follow?a=e+s*l:"end"==this.follow&&(e=a-s*l)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.entries(),i);let[o,r]=this._compute_range(l,_);null!=this._initial_start&&("log"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&("log"==this.scale_hint?this._initial_end>0&&(r=this._initial_end):r=this._initial_end);let h=!1;"auto"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=g,l=g,g.__name__="DataRange1d",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,"percent"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t("log","auto"),"auto"]})))},
+function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__="DataRange",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},
+function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if("x0"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if("x"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if("width"in t)if("left"in t)i=t.left,e=i+t.width;else if("right"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if("height"in t)if("top"in t)h=t.top,r=h+t.height;else if("bottom"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__="BBox"},
+function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r="auto"==n?e:n;return t.length>0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},
+function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if("percent"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),"auto"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__="FactorRange",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,"percent"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},
+function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;"data"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),"data"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__="ArrowView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__="Arrow",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({x_start:[u.XCoordinateSpec,{field:"x_start"}],y_start:[u.YCoordinateSpec,{field:"y_start"}],start_units:[d.SpatialUnits,"data"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:"x_end"}],y_end:[u.YCoordinateSpec,{field:"y_end"}],end_units:[d.SpatialUnits,"data"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},
+function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__="DataAnnotationView";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__="DataAnnotation",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},
+function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,"select"),this.inspect=new l.Signal(this,"inspect"),this.streaming=new l.Signal0(this,"streaming"),this.patching=new l.Signal(this,"patching")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n="data source has columns of inconsistent lengths";if(t)return c.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=w,i=w,w.__name__="ColumnarDataSource",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},
+function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__="DataSource",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},
+function _(i,e,s,t,n){var l;t();const c=i(53),d=i(9),h=i(13);class _ extends c.Model{constructor(i){super(i)}get_view(){return this.view}get selected_glyph(){return this.selected_glyphs.length>0?this.selected_glyphs[0]:null}add_to_selected_glyphs(i){this.selected_glyphs.push(i)}update(i,e=!0,s="replace"){switch(s){case"replace":this.indices=i.indices,this.line_indices=i.line_indices,this.multiline_indices=i.multiline_indices,this.image_indices=i.image_indices,this.view=i.view,this.selected_glyphs=i.selected_glyphs;break;case"append":this.update_through_union(i);break;case"intersect":this.update_through_intersection(i);break;case"subtract":this.update_through_subtraction(i)}}clear(){this.indices=[],this.line_indices=[],this.multiline_indices={},this.image_indices=[],this.view=null,this.selected_glyphs=[]}map(i){return new _(Object.assign(Object.assign({},this.attributes),{indices:this.indices.map(i),multiline_indices:(0,h.to_object)((0,h.entries)(this.multiline_indices).map((([e,s])=>[i(Number(e)),s]))),image_indices:this.image_indices.map((e=>Object.assign(Object.assign({},e),{index:i(e.index)})))}))}is_empty(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length}update_through_union(i){this.indices=(0,d.union)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}update_through_intersection(i){this.indices=(0,d.intersection)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}update_through_subtraction(i){this.indices=(0,d.difference)(this.indices,i.indices),this.selected_glyphs=(0,d.union)(i.selected_glyphs,this.selected_glyphs),this.line_indices=(0,d.union)(i.line_indices,this.line_indices),this.view=i.view,this.multiline_indices=(0,h.merge)(i.multiline_indices,this.multiline_indices)}}s.Selection=_,l=_,_.__name__="Selection",l.define((({Int:i,Array:e,Dict:s})=>({indices:[e(i),[]],line_indices:[e(i),[]],multiline_indices:[s(e(i)),{}]}))),l.internal((({Int:i,Array:e,AnyRef:s,Struct:t,Nullable:n})=>({selected_glyphs:[e(s()),[]],view:[n(s()),null],image_indices:[e(t({index:i,dim1:i,dim2:i,flat_index:i})),[]]})))},
+function _(e,t,o,s,c){s();const n=e(72);function i(e){return"GlyphRenderer"==e.model.type}function l(e){return"GraphRenderer"==e.model.type}class r{constructor(e){this.source=e,this.inspectors=new Map}select(e,t,o,s="replace"){const c=[],n=[];for(const t of e)i(t)?c.push(t):l(t)&&n.push(t);let r=!1;for(const e of n){const c=e.model.selection_policy.hit_test(t,e);r=r||e.model.selection_policy.do_selection(c,e.model,o,s)}if(c.length>0){const e=this.source.selection_policy.hit_test(t,c);r=r||this.source.selection_policy.do_selection(e,this.source,o,s)}return r}inspect(e,t){let o=!1;if(i(e)){const s=e.hit_test(t);if(null!=s){o=!s.is_empty();const c=this.get_or_create_inspector(e.model);c.update(s,!0,"replace"),this.source.setv({inspected:c},{silent:!0}),this.source.inspect.emit([e.model,{geometry:t}])}}else if(l(e)){const s=e.model.inspection_policy.hit_test(t,e);o=o||e.model.inspection_policy.do_inspection(s,t,e,!1,"replace")}return o}clear(e){this.source.selected.clear(),null!=e&&this.get_or_create_inspector(e.model).clear()}get_or_create_inspector(e){let t=this.inspectors.get(e);return null==t&&(t=new n.Selection,this.inspectors.set(e,t)),t}}o.SelectionManager=r,r.__name__="SelectionManager"},
+function _(e,t,n,s,o){s();const r=e(53);class c extends r.Model{do_selection(e,t,n,s){return null!=e&&(t.selected.update(e,n,s),t._select.emit(),!t.selected.is_empty())}}n.SelectionPolicy=c,c.__name__="SelectionPolicy";class l extends c{hit_test(e,t){const n=[];for(const s of t){const t=s.hit_test(e);null!=t&&n.push(t)}if(n.length>0){const e=n[0];for(const t of n)e.update_through_intersection(t);return e}return null}}n.IntersectRenderers=l,l.__name__="IntersectRenderers";class _ extends c{hit_test(e,t){const n=[];for(const s of t){const t=s.hit_test(e);null!=t&&n.push(t)}if(n.length>0){const e=n[0];for(const t of n)e.update_through_union(t);return e}return null}}n.UnionRenderers=_,_.__name__="UnionRenderers"},
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+function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__="ArrowHeadView";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__="ArrowHead",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__="OpenHeadView";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__="OpenHead",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__="NormalHeadView";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__="NormalHead",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:"black"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__="VeeHeadView";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__="VeeHead",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:"black"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__="TeeHeadView";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__="TeeHead",c.prototype.default_view=g,c.mixins(h.LineVector)},
+function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},
+function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__="BandView";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__="Band",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o="height"==t?s:i,r="height"==t?i:s,n="height"==t?e.bbox.yview:e.bbox.xview,p="height"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a="data"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_="data"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h="data"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]="height"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__="UpperLowerView";class d extends _.CoordinateSpec{get dimension(){return"width"==this.obj.dimension?"x":"y"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:"data"}}i.XOrYCoordinateSpec=d,d.__name__="XOrYCoordinateSpec";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__="UpperLower",n.define((()=>({dimension:[a.Dimension,"height"],lower:[d,{field:"lower"}],upper:[d,{field:"upper"}],base:[d,{field:"base"}]})))},
+function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:"data"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__="BoxAnnotationView";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__="BoxAnnotation",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,"data"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,"data"],left:[o(t),null],left_units:[c.SpatialUnits,"data"],right:[o(t),null],right_units:[c.SpatialUnits,"data"],render_mode:[c.RenderMode,"canvas"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker="auto"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter="auto"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,"major_label_",k.Text,!0),n=k.attrs_of(this.model,"major_tick_",k.Line,!0),a=k.attrs_of(this.model,"minor_tick_",k.Line,!0),r=k.attrs_of(this.model,"title_",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return"vertical"==t?(0,z.reversed)(e):e})(),[i,o]="vertical"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement("canvas");n.width=i,n.height=o;const a=n.getContext("2d"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return["end","start"];switch(t){case"top_left":return["start","start"];case"top":case"top_center":return["start","center"];case"top_right":return["start","end"];case"bottom_left":return["end","start"];case"bottom":case"bottom_center":return["end","center"];case"bottom_right":return["end","end"];case"left":case"center_left":return["center","start"];case"center":case"center_center":return["center","center"];case"right":case"center_right":return["center","end"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return"auto"==t?null!=this.panel?this.panel.is_horizontal?"horizontal":"vertical":"start"==r||"end"==r||"center"==r&&"center"==a?"vertical":"horizontal":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>"horizontal"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if("horizontal"==s){const{top:e,width:i,height:o}=t;if("end"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if("center"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if("end"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if("center"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x="max",y=void 0,k=void 0,z=void 0):"auto"==("horizontal"==s?e:i)?(x="fixed",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x="fit",y=void 0),"horizontal"==s){const t="auto"==e?void 0:e,o="auto"==i?25:i;w.set_sizing({width_policy:x,height_policy:"min",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"auto"==e?"fit":"fixed",height_policy:"fixed",width:t,height:o})}else{const t="auto"==e?25:e,o="auto"==i?void 0:i;w.set_sizing({width_policy:"min",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"fixed",height_policy:"auto"==i?"fit":"fixed",width:t,height:o})}c.set_sizing({width_policy:"fit",height_policy:"min"}),h.set_sizing({width_policy:"fit",height_policy:"min"}),u.set_sizing({width_policy:"min",height_policy:"fit"}),p.set_sizing({width_policy:"min",height_policy:"fit"});const{_title_view:S}=this;null!=S&&("horizontal"==s?(S.panel=new B.Panel("above"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel("left"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:"horizontal"==s?"below":"right",R=(()=>{switch(O){case"above":return c;case"below":return h;case"left":return u;case"right":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,"horizontal"==s?t.set_sizing({width_policy:"max",height_policy:"min"}):t.set_sizing({width_policy:"min",height_policy:"max"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,["children"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__="ColorBarView";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__="ColorBar",r.prototype.default_view=O,r.mixins([["major_label_",k.Text],["title_",k.Text],["major_tick_",k.Line],["minor_tick_",k.Line],["border_",k.Line],["bar_",k.Line],["background_",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),"top_right"],orientation:[a(y.Orientation,s),"auto"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),"auto"],height:[a(e,s),"auto"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),"auto"],formatter:[a(r(p.TickFormatter),s),"auto"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:"#ffffff",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:"11px",major_tick_line_color:"#ffffff",minor_tick_line_color:null,title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case"above":case"below":switch(this.model.vertical_align){case"top":s=l.top+e;break;case"middle":s=l.vcenter;break;case"bottom":s=l.bottom-e}switch(this.model.align){case"left":i=l.left+t;break;case"center":i=l.hcenter;break;case"right":i=l.right-t}break;case"left":switch(this.model.vertical_align){case"top":i=l.left+e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.right-e}switch(this.model.align){case"left":s=l.bottom-t;break;case"center":s=l.vcenter;break;case"right":s=l.top+t}break;case"right":switch(this.model.vertical_align){case"top":i=l.right-e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.left+e}switch(this.model.align){case"left":s=l.top+t;break;case"center":s=l.vcenter;break;case"right":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic("parallel");("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__="TitleView";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__="Title",a.prototype.default_view=_,a.mixins([h.Text,["border_",h.Line],["background_",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,""],vertical_align:[r.VerticalAlign,"bottom"],align:[r.TextAlign,"left"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:"13px",text_font_style:"bold",text_line_height:1,background_fill_color:null,border_line_color:null})},
+function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),"css"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),"css"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||"css"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position="absolute",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight="normal",n.style.whiteSpace="pre";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?"solid":"dashed",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__="TextAnnotationView";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__="TextAnnotation",n.define((()=>({render_mode:[r.RenderMode,"canvas"]})))},
+function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement("canvas").getContext("2d");let e="";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align="left",this._base_font_size=13,this._x_anchor="left",this._y_anchor="center"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return"ascent_descent"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__="GraphicsBox";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case"top":return"top";case"middle":return"center";case"bottom":return"bottom";default:return"baseline"}})()}infer_text_height(){if(this.text.includes("\n"))return"ascent_descent";{function t(t){for(const e of new Set(t))if(!("0"<=e&&e<="9"))switch(e){case",":case".":case"+":case"-":case"\u2212":case"e":continue;default:return!1}return!0}return t(this.text)?"cap":"ascent_descent"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case"x":case"x_descent":return t.x_height;case"cap":case"cap_descent":return t.cap_height;case"ascent":case"ascent_descent":return t.ascent}})(),n=(()=>{switch(s){case"x":case"cap":case"ascent":return 0;case"x_descent":case"cap_descent":case"ascent_descent":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split("\n").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=""==this.text,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u="%"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p="%"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case"left":return 0;case"center":return.5*i;case"right":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case"top":return 0;case"center":return.5*n;case"bottom":return n;case"baseline":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case"x":case"x_descent":return e.x_height;case"cap":case"cap_descent":return e.cap_height;case"ascent":case"ascent_descent":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split("\n").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p="%"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f="%"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if("justify"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(" "),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{switch(y){case"left":return 0;case"center":return.5*(g-l[e]);case"right":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__="TextBox";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:"left",sy:n,y_anchor:"bottom"},this.expo.position={sx:e.width,x_anchor:"left",sy:i,y_anchor:"bottom"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}}s.BaseExpo=u,u.__name__="BaseExpo";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__="GraphicsBoxes"},
+function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return"undefined"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext("2d")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement("canvas");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext("2d");return e=>{t.font=e;const n=t.measureText("M"),r=t.measureText("x"),l=t.measureText("\xc5\u015ag|"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext("2d");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText("M"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle="#f00",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle="#000";for(const t of"xa")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of"ASQ")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of"\xc5\u015agy")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText("M"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle="#f00",e.fillRect(0,0,u,i);e.font=a,e.fillStyle="#000",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{try{return o("normal 10px sans-serif"),o}catch(t){return u}})(),h=(()=>{try{return s("A","normal 10px sans-serif"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\s*(\d+(\.\d+)?)(\w+)\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},
+function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__="AffineTransform"},
+function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:"bottom",normal:"center",horizontal:"bottom",vertical:"center"},below:{parallel:"top",normal:"center",horizontal:"top",vertical:"center"},left:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"},right:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"}},g={above:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},below:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},left:{parallel:"center",normal:"right",horizontal:"right",vertical:"center"},right:{parallel:"center",normal:"left",horizontal:"left",vertical:"center"}},_={above:"right",below:"left",left:"right",right:"left"},b={above:"left",below:"right",left:"right",right:"left"};class z{constructor(t){this.side=t}get dimension(){return"above"==this.side||"below"==this.side?0:1}get normals(){switch(this.side){case"above":return[0,-1];case"below":return[0,1];case"left":return[-1,0];case"right":return[1,0]}}get orientation(){return this.is_horizontal?"horizontal":"vertical"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:"center",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__="Panel";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:"max",height_policy:"fixed"}):this.set_sizing({width_policy:"fixed",height_policy:"max"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__="SideLayout"},
+function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__="Sizeable",i.SizingPolicy=(0,n.Enum)("fixed","fit","min","max")},
+function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:"fit",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:"fit",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:"start",b=null!==(s=i.valign)&&void 0!==s?s:"start";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return"max"==this.sizing.width_policy}is_height_expanding(){return"max"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if("fixed"!=n&&"fixed"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else"fixed"==n?h=_(t/e):"fixed"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>"fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>"fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__="Layoutable";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case"fixed":return null!=h?h:0;case"min":return null!=h?l(i.width,h):0;case"fit":return null!=h?l(i.width,h):i.width;case"max":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case"fixed":return null!=t?t:0;case"min":return null!=t?l(i.height,t):0;case"fit":return null!=t?l(i.height,t):i.height;case"max":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__="LayoutItem";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case"fixed":return null!=this.sizing.width?this.sizing.width:t.width;case"min":return t.width;case"fit":return h.width;case"max":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case"fixed":return null!=this.sizing.height?this.sizing.height:t.height;case"min":return t.height;case"fit":return h.height;case"max":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__="ContentLayoutable"},
+function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint="log");const s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get("default")}get y_scale(){return this._y_scales.get("default")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__="CartesianFrame"},
+function _(i,s,x,A,o){A(),o("Axis",i(128).Axis),o("CategoricalAxis",i(140).CategoricalAxis),o("ContinuousAxis",i(143).ContinuousAxis),o("DatetimeAxis",i(144).DatetimeAxis),o("LinearAxis",i(145).LinearAxis),o("LogAxis",i(162).LogAxis),o("MercatorAxis",i(165).MercatorAxis)},
+function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic("parallel"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case"above":return[t.hcenter,t.bottom];case"below":return[t.hcenter,t.top];case"left":return[t.right,t.vcenter];case"right":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics("parallel"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic("parallel"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case"below":i=z(this.layout.bbox.top-t.bbox.bottom);break;case"above":i=z(this.layout.bbox.bottom-t.bbox.top);break;case"right":e=z(this.layout.bbox.left-t.bbox.right);break;case"left":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if("auto"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}const[,e]=this.ranges;switch(this.panel.side){case"left":case"below":return e.start;case"right":case"above":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__="AxisView";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__="Axis",l.prototype.default_view=M,l.mixins([["axis_",c.Line],["major_tick_",c.Line],["minor_tick_",c.Line],["major_label_",c.Text],["axis_label_",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),"auto"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),"horizontal"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.override({axis_line_color:"black",major_tick_line_color:"black",minor_tick_line_color:"black",major_label_text_font_size:"11px",major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label_text_font_size:"13px",axis_label_text_font_style:"italic"})},
+function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__="GuideRendererView";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__="GuideRenderer",s.override({level:"guide"})},
+function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__="Ticker"},
+function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__="TickFormatter"},
+function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__="LabelingPolicy";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__="AllLabels";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__="NoOverlap",c.define((({Number:e})=>({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction("indices","bboxes","distance",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__="CustomLabelingPolicy",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,""]})))},
+function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__="BaseTextView";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__="BaseText",_.define((({String:e})=>({text:[e]})))},
+function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:"$$",end:"$$",inline:!1},{start:"\\[",end:"\\]",inline:!1},{start:"\\(",end:"\\)",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},
+function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align="left",this._x_anchor="left",this._y_anchor="center",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return"ascent_descent"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),"not_started"==this.provider.status&&await this.provider.fetch(),"not_started"!=this.provider.status&&"loading"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),"loaded"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute("height"))||void 0===t?void 0:t.replace(/([A-z])/g,""))&&void 0!==e?e:"0"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute("width"))||void 0===s?void 0:s.replace(/([A-z])/g,""))&&void 0!==i?i:"0");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute("font",this.font),e.setAttribute("stroke",this.color);const s=e.outerHTML,i=new Blob([s],{type:"image/svg+xml"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||"failed"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__="MathTextView";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__="MathText";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__="AsciiView";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__="Ascii",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__="MathMLView";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__="MathML",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__="TeXView";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__="TeX",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},
+function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin="anonymous";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error("not loaded yet")}}t.ImageLoader=n,n.__name__="ImageLoader"},
+function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)"default"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,"ready"),this.status="not_started"}}a.MathJaxProvider=c,c.__name__="MathJaxProvider";class h extends c{get MathJax(){return null}async fetch(){this.status="failed"}}a.NoProvider=h,h.__name__="NoProvider";class l extends c{get MathJax(){return"undefined"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement("script");t.src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js",t.onload=()=>{this.status="loaded",this.ready.emit()},t.onerror=()=>{this.status="failed"},this.status="loading",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__="CDNProvider";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status="loading";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status="loaded",this.ready.emit()}catch(t){this.status="failed"}}}a.BundleProvider=_,_.__name__="BundleProvider",a.default_provider=new _},
+function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&"code"in r&&"MODULE_NOT_FOUND"===n.code)return null;throw n}var r}},
+function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__="PlainTextView";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__="PlainText",a.prototype.default_view=l},
+function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__="CategoricalAxisView";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__="CategoricalAxis",a.prototype.default_view=u,a.mixins([["separator_",p.Line],["group_",p.Text],["subgroup_",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),"parallel"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),"parallel"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.CategoricalTickFormatter,separator_line_color:"lightgrey",separator_line_width:2,group_text_font_style:"bold",group_text_font_size:"11px",group_text_color:"grey",subgroup_text_font_style:"bold",subgroup_text_font_size:"11px"})},
+function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__="CategoricalTicker"},
+function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__="CategoricalTickFormatter"},
+function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__="ContinuousAxisView";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__="ContinuousAxis"},
+function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__="DatetimeAxisView";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__="DatetimeAxis",s.prototype.default_view=c,s.override({ticker:()=>new _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},
+function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__="LinearAxisView";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__="LinearAxis",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},
+function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t="";for(const e of i)t+="-"==e?"\u2212":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n="auto"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__="BasicTickFormatter",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),"auto"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},
+function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__="BasicTicker"},
+function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__="AdaptiveTicker",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},
+function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__="ContinuousTicker",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},
+function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,"%Y %m %d %H %M %S").split(/\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)("$1%06d",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf("%")?t:(0,o.default)(s,t)}}const f=["microseconds","milliseconds","seconds","minsec","minutes","hourmin","hours","days","months","years"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return"microseconds";case!(e<1):return"milliseconds";case!(e<60):return t>=60?"minsec":"seconds";case!(e<3600):return t>=3600?"hourmin":"minutes";case!(e<86400):return"hours";case!(e<2678400):return"days";case!(e<31536e3):return"months";default:return"years"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push("ERR");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if(("minsec"==i||"hourmin"==i)&&!n){if("minsec"==i&&0==e[4]&&0!=e[5]||"hourmin"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,"");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return o}}e.DatetimeTickFormatter=_,r=_,_.__name__="DatetimeTickFormatter",r.define((({String:s,Array:t})=>({microseconds:[t(s),["%fus"]],milliseconds:[t(s),["%3Nms","%S.%3Ns"]],seconds:[t(s),["%Ss"]],minsec:[t(s),[":%M:%S"]],minutes:[t(s),[":%M","%Mm"]],hourmin:[t(s),["%H:%M"]],hours:[t(s),["%Hh","%H:%M"]],days:[t(s),["%m/%d","%a%d"]],months:[t(s),["%m/%Y","%b %Y"]],years:[t(s),["%Y"]]})))},
+function _(e,t,n,r,o){!function(e){"object"==typeof t&&t.exports?t.exports=e():"function"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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+function _(e,n,t,r,i){
+/*!
+     * numbro.js
+     * version : 1.6.2
+     * author : Företagsplatsen AB
+     * license : MIT
+     * http://www.foretagsplatsen.se
+     */
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Use `cultures` instead"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c="string"==typeof e?e:null},a.defaultFormat=function(e){s="string"==typeof e?e:"0.0"},a.defaultCurrencyFormat=function(e){"string"==typeof e?e:"0$"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if("string"!=typeof e&&(e+="",console.warn&&console.warn("Numbro.js: Value is not string. It has been co-erced to: ",e)),(e=e.trim()).match(/^\d+$/))return!0;if(""===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r="."===c.delimiters.thousands?"\\.":c.delimiters.thousands,(null===(s=e.match(/^[^\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+"{2}"),!e.match(/[^\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/):!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},
+function _(e,n,t,r,i){!function(){"use strict";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\x25]+/,modulo:/^\x25{2}/,placeholder:/^\x25(?:([1-9]\d*)\$|\(([^)]+)\))?(\+)?(0|'[^$])?(-)?(\d+)?(?:\.(\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\d]*)/i,key_access:/^\.([a-z_][a-z_\d]*)/i,index_access:/^\[(\d+)\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y="";for(s=0;s<g;s++)if("string"==typeof t[s])y+=t[s];else if("object"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property "%s" of undefined value "%s"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&"number"!=typeof i&&isNaN(i))throw new TypeError(n("[sprintf] expecting number but found %T",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case"b":i=parseInt(i,10).toString(2);break;case"c":i=String.fromCharCode(parseInt(i,10));break;case"d":case"i":i=parseInt(i,10);break;case"j":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case"e":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case"f":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case"g":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case"o":i=(parseInt(i,10)>>>0).toString(8);break;case"s":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case"t":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case"T":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case"u":i=parseInt(i,10)>>>0;break;case"v":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case"x":i=(parseInt(i,10)>>>0).toString(16);break;case"X":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f="":(f=u?"+":"-",i=i.toString().replace(e.sign,"")),c=o.pad_char?"0"===o.pad_char?"0":o.pad_char.charAt(1):" ",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):"",y+=o.align?f+i+p:"0"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push("%");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError("[sprintf] unexpected placeholder");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");for(o.push(c[1]);""!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error("[sprintf] mixing positional and named placeholders is not (yet) supported");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),"undefined"!=typeof window&&(window.sprintf=n,window.vsprintf=r,"function"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},
+function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__="DatetimeTicker",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},
+function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__="CompositeTicker",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},
+function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__="DaysTicker",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},
+function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__="SingleIntervalTicker",a.define((({Number:e})=>({interval:[e]})))},
+function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},
+function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__="MonthsTicker",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},
+function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__="YearsTicker"},
+function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__="LogAxisView";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__="LogAxis",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},
+function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:""});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__="LogTickFormatter",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},
+function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),n>0&&h.length>0){const t=e/n,o=(0,a.range)(0,n).map((o=>o*t));for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.range)(1,n+1).map((o=>o*t));for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:r.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,r=c,c.__name__="LogTicker",r.override({mantissas:[1,5]})},
+function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__="MercatorAxisView";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__="MercatorAxis",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:"lat"}),formatter:()=>new n.MercatorTickFormatter({dimension:"lat"})})},
+function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error("MercatorTickFormatter.dimension not configured");if(0==r.length)return[];const e=r.length,o=new Array(e);if("lon"==this.dimension)for(let n=0;n<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__="MercatorTickFormatter",i.define((({Nullable:r})=>({dimension:[r(s.LatLon),null]})))},
+function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),"lon"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__="MercatorTicker",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},
+function _(e,i,r,c,k){c(),k("AdaptiveTicker",e(148).AdaptiveTicker),k("BasicTicker",e(147).BasicTicker),k("CategoricalTicker",e(141).CategoricalTicker),k("CompositeTicker",e(156).CompositeTicker),k("ContinuousTicker",e(149).ContinuousTicker),k("DatetimeTicker",e(155).DatetimeTicker),k("DaysTicker",e(157).DaysTicker),k("FixedTicker",e(169).FixedTicker),k("LogTicker",e(164).LogTicker),k("MercatorTicker",e(167).MercatorTicker),k("MonthsTicker",e(160).MonthsTicker),k("SingleIntervalTicker",e(158).SingleIntervalTicker),k("Ticker",e(130).Ticker),k("YearsTicker",e(161).YearsTicker),k("BinnedTicker",e(170).BinnedTicker)},
+function _(r,t,e,i,n){var s;i();const _=r(149);class c extends _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__="FixedTicker",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},
+function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h="auto"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__="BinnedTicker",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},
+function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__="ScanningColorMapper"},
+function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__="ContinuousColorMapper",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},
+function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,"metrics_change")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__="ColorMapper",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,"gray"]})))},
+function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error("mapping single values is not supported")}}n.Mapper=t,t.__name__="Mapper"},
+function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:"grey"},line:{line_alpha:.3,line_color:"grey"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i="fill"in this.glyph.visuals,s="line"in this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h("auto"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,"auto");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__="GlyphRendererView";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__="GlyphRenderer",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),"auto"],selection_glyph:[i(s(r.Glyph),t,l),"auto"],muted_glyph:[i(s(r.Glyph),t,l),"auto"],muted:[e,!1]})))},
+function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__="DataRendererView";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__="DataRenderer",s.override({level:"glyph"})},
+function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;"v"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__="LineView";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__="Line",_.prototype.default_view=d,_.mixins(a.LineScalar)},
+function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__="XYGlyphView";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__="XYGlyph",a.define((({})=>({x:[c.XCoordinateSpec,{field:"x"}],y:[c.YCoordinateSpec,{field:"y"}]})))},
+function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case"center":case"center_center":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i="edge",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if("center"==i)for(let e=0;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case"point":if(null!=this._hit_point)return this._hit_point(e);break;case"span":if(null!=this._hit_span)return this._hit_span(e);break;case"rect":if(null!=this._hit_rect)return this._hit_rect(e);break;case"poly":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _="x"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n="x"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__="GlyphView";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__="Glyph"},
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+function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error("Data not yet indexed - call index.finish().");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__="_FlatBush";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__="SpatialIndex"},
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+function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;"point"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):"v"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},
+function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},
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+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__="HAreaView";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__="HArea",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:"x1"}],x2:[o.XCoordinateSpec,{field:"x2"}],y:[o.YCoordinateSpec,{field:"y"}]})))},
+function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__="AreaView";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__="Area",c.mixins([t.FillScalar,t.HatchScalar])},
+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__="VAreaView";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__="VArea",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:"x"}],y1:[o.YCoordinateSpec,{field:"y1"}],y2:[o.YCoordinateSpec,{field:"y2"}]})))},
+function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__="CDSView",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},
+function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__="Filter"},
+function _(t,r,a,e,c){e(),c("BasicTickFormatter",t(146).BasicTickFormatter),c("CategoricalTickFormatter",t(142).CategoricalTickFormatter),c("DatetimeTickFormatter",t(150).DatetimeTickFormatter),c("FuncTickFormatter",t(193).FuncTickFormatter),c("LogTickFormatter",t(163).LogTickFormatter),c("MercatorTickFormatter",t(166).MercatorTickFormatter),c("NumeralTickFormatter",t(194).NumeralTickFormatter),c("PrintfTickFormatter",t(195).PrintfTickFormatter),c("TickFormatter",t(131).TickFormatter)},
+function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function("tick","index","ticks",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__="FuncTickFormatter",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,""]})))},
+function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case"round":case"nearest":return Math.round;case"floor":case"rounddown":return Math.floor;case"ceil":case"roundup":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__="NumeralTickFormatter",a.define((({String:r})=>({format:[r,"0,0"],language:[r,"en"],rounding:[i.RoundingFunction,"round"]})))},
+function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__="PrintfTickFormatter",e.define((({String:t})=>({format:[t,"%s"]})))},
+function _(r,o,a,p,e){p(),e("CategoricalColorMapper",r(197).CategoricalColorMapper),e("CategoricalMarkerMapper",r(199).CategoricalMarkerMapper),e("CategoricalPatternMapper",r(200).CategoricalPatternMapper),e("ContinuousColorMapper",r(172).ContinuousColorMapper),e("ColorMapper",r(173).ColorMapper),e("LinearColorMapper",r(201).LinearColorMapper),e("LogColorMapper",r(202).LogColorMapper),e("ScanningColorMapper",r(171).ScanningColorMapper),e("EqHistColorMapper",r(203).EqHistColorMapper)},
+function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__="CategoricalColorMapper",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},
+function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},
+function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__="CategoricalMarkerMapper",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,"circle"]})))},
+function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__="CategoricalPatternMapper",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType," "]})))},
+function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__="LinearColorMapper"},
+function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__="LogColorMapper"},
+function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__="EqHistColorMapper",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},
+function _(a,e,l,c,n){c(),n("CategoricalScale",a(62).CategoricalScale),n("ContinuousScale",a(60).ContinuousScale),n("LinearScale",a(59).LinearScale),n("LinearInterpolationScale",a(205).LinearInterpolationScale),n("LogScale",a(61).LogScale),n("Scale",a(55).Scale)},
+function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error("not implemented")}get s_invert(){throw new Error("not implemented")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__="LinearInterpolationScale",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},
+function _(a,n,e,g,R){g(),R("DataRange",a(64).DataRange),R("DataRange1d",a(63).DataRange1d),R("FactorRange",a(67).FactorRange),R("Range",a(57).Range),R("Range1d",a(58).Range1d)},
+function _(a,o,i,t,e){t();var n=a(124);e("Sizeable",n.Sizeable),e("SizingPolicy",n.SizingPolicy);var c=a(125);e("Layoutable",c.Layoutable),e("LayoutItem",c.LayoutItem);var r=a(208);e("HStack",r.HStack),e("VStack",r.VStack);var l=a(209);e("Grid",l.Grid),e("Row",l.Row),e("Column",l.Column);var S=a(210);e("ContentBox",S.ContentBox),e("VariadicBox",S.VariadicBox)},
+function _(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__="Stack";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__="HStack";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__="VStack";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return"fixed"==e&&null!=h?h:n;switch(e){case"fixed":return null!=h?h:n;case"min":return n;case"fit":return null!=h?i(t.width,h):t.width;case"max":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return"fixed"==h&&null!=e?e:o;switch(h){case"fixed":return null!=e?e:o;case"min":return o;case"fit":return null!=e?i(t.height,e):t.height;case"max":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case"start_start":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case"start_center":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case"start_end":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case"center_start":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case"center_center":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case"center_end":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case"end_start":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case"end_center":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case"end_end":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__="NodeLayout"},
+function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__="DefaultMap";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__="Container";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows="auto",this.cols="auto",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if("fixed"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if("fixed"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s<n;s++){const e=(()=>{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows["*"]:this.rows;return null==i?{policy:"auto"}:(0,r.isNumber)(i)?{policy:"fixed",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:"auto";if("fixed"==e.policy)h[s]={policy:"fixed",height:e.height,align:n};else if("min"==e.policy)h[s]={policy:"min",align:n};else if("fit"==e.policy||"max"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if("auto"!=e.policy)throw new Error("unrechable");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:"max",flex:1,align:n}:h[s]={policy:"min",align:n}}}const a=new Array(l);for(let t=0;t<l;t++){const i=(()=>{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols["*"]:this.cols;return null==s?{policy:"auto"}:(0,r.isNumber)(s)?{policy:"fixed",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:"auto";if("fixed"==i.policy)a[t]={policy:"fixed",width:i.width,align:n};else if("min"==i.policy)a[t]={policy:"min",align:n};else if("fit"==i.policy||"max"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if("auto"!=i.policy)throw new Error("unrechable");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:"max",flex:1,align:n}:a[t]={policy:"min",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t<s;t++){const i=o[t];c[t]="fixed"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]="fixed"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];"fixed"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];"fixed"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:"fixed"==n.policy?n.width:1/0,height:"fixed"==s.policy?s.height:1/0}}));let h;h="fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t<i;t++){const i=e[t];"fit"==i.policy||"max"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if("fit"==i.policy||"max"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){"fixed"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if("fixed"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?i:e,t--}}}c="fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t<s;t++){const i=o[t];"fit"==i.policy||"max"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if("fit"==i.policy||"max"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){"fixed"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if("fixed"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&"auto"!=_[i].align?_[i].align:a.halign,y=t==s&&"auto"!=f[t].align?f[t].align:a.valign;let x=_[i].left;"start"==m?x+=a.margin.left:"center"==m?x+=g((u-p)/2):"end"==m&&(x+=u-a.margin.right-p);let b=f[t].top;"start"==y?b+=a.margin.top:"center"==y?b+=g((w-d)/2):"end"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__="Grid";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows="fit"}}s.Row=d,d.__name__="Row";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols="fit"}}s.Column=u,u.__name__="Column"},
+function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__="ContentBox";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__="VariadicBox";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__="CachedVariadicBox"},
+function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:"fixed"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:"fixed"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return"fixed"!=t&&"fixed"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__="BorderLayout"},
+function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o="data"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a="data"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__="LabelView";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__="Label",o.prototype.default_view=c,o.mixins([u.Text,["border_",u.Line],["background_",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,"data"],y:[t],y_units:[d.SpatialUnits,"data"],text:[e,""],angle:[i,0],angle_units:[d.AngleUnits,"rad"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),"css"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:"none"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){"css"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx="data"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy="data"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t="canvas"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position="absolute",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight="normal",a.style.whiteSpace="pre";const[r,n]=(()=>{switch(this.visuals.text.text_align.get(e)){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?"solid":"dashed",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__="LabelSetView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__="LabelSet",a.prototype.default_view=v,a.mixins([n.TextVector,["border_",n.LineVector],["background_",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:"x"}],y:[h.YCoordinateSpec,{field:"y"}],x_units:[d.SpatialUnits,"data"],y_units:[d.SpatialUnits,"data"],text:[h.StringSpec,{field:"text"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,"canvas"]}))),a.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return"none"==this.model.click_policy?null:"pointer"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if("vertical"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case"top_left":y=p.start+h,k=w.start+h;break;case"top":case"top_center":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case"top_right":y=p.end-h-c,k=w.start+h;break;case"bottom_right":y=p.end-h-c,k=w.end-h-d;break;case"bottom":case"bottom_center":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case"bottom_left":y=p.start+h,k=w.end-h-d;break;case"left":case"center_left":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case"center":case"center_center":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case"right":case"center_right":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_="vertical"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case"hide":for(const t of r.renderers)t.visible=!t.visible;break;case"mute":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _="vertical"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case"none":return!0;case"hide":return(0,b.every)(r.renderers,(t=>t.visible));case"mute":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__="LegendView";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,"item_change")}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=p,o=p,p.__name__="Legend",o.prototype.default_view=x,o.mixins([["label_",r.Text],["title_",r.Text],["inactive_",r.Fill],["border_",r.Line],["background_",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,"vertical"],location:[s(_.LegendLocation,l(t,t)),"top_right"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,"none"]}))),o.override({border_line_color:"#e5e5e5",border_line_alpha:.5,border_line_width:1,background_fill_color:"#ffffff",background_fill_alpha:.95,inactive_fill_color:"white",inactive_fill_alpha:.7,label_text_font_size:"13px",label_text_baseline:"middle",title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!(0,f.includes)(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||c.logger.error("Non matching data sources on legend item renderers");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return["No source found"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):["Invalid field"]}}return[]}}l.LegendItem=h,s=h,h.__name__="LegendItem",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},
+function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&"value"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&"field"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&"expr"in i}},
+function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:"data"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__="PolyAnnotationView";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__="PolyAnnotation",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({xs:[n(t),[]],xs_units:[r.SpatialUnits,"data"],ys:[n(t),[]],ys_units:[r.SpatialUnits,"data"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__="SlopeView";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__="Slope",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:"black"})},
+function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>"data"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;"width"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),"width"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__="SpanView";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__="Span",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,"canvas"],location:[t(e),null],location_units:[c.SpatialUnits,"data"],dimension:[c.Dimension,"width"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:"black"})},
+function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position="absolute",this.el.style.overflow="hidden",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__="ToolbarPanelView";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__="ToolbarPanel",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},
+function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(t){switch(t){case"tap":return"active_tap";case"pan":return"active_drag";case"pinch":case"scroll":return"active_scroll";case"multi":return"active_multi"}return null}function h(t){return"tap"==t||"pan"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),"auto"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];"auto"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__="Toolbar",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),"auto"],active_inspect:[t(e(s.Inspection),i,o),"auto"],active_scroll:[t(e(s.Scroll),i,o),"auto"],active_tap:[t(e(s.Tap),i,o),"auto"],active_multi:[t(e(_.GestureTool),i,o),"auto"]})))},
+function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__="ToolView";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;"width"==i||"both"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return"height"==i||"both"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(", ")}`)}}}n.Tool=_,i=_,_.__name__="Tool",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},
+function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__="GestureToolView";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__="GestureTool"},
+function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o="left"==e||"above"==e,s=this.parent.model.horizontal?"vertical":"horizontal";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:"auto",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on("tap",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on("press",(()=>this._pressed())),this.el.addEventListener("keydown",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,"data:image")?this.el.style.backgroundImage=`url("${t}")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case"right":return{left_of:this.el};case"left":return{right_of:this.el};case"above":return{below:this.el};case"below":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__="ButtonToolButtonView";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__="ButtonToolView";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:"both"==t?o:`${o} (${"width"==t?"x":"y"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__="ButtonTool",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},
+function _(t,e,i,n,r){
+/*! Hammer.JS - v2.0.7 - 2016-04-22
+     * http://hammerjs.github.io/
+     *
+     * Copyright (c) 2016 Jorik Tangelder;
+     * Licensed under the MIT license */
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t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(" "))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct["pan-y"],o=C(n,At)&&!Ct["pan-x"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?"cancel":8&t?"end":4&t?"move":2&t?"start":""}function xt(t){return 16==t?"down":8==t?"up":2==t?"left":4==t?"right":""}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,"recognizeWith",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,"dropRecognizeWith",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,"requireFailure",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,"dropRequireFailure",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:"pan",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?"in":"out";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:"press",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime>e.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:"swipe",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION="2.0.7",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},["rotate"]],[Xt,{direction:6}],[Rt,{direction:6},["swipe"]],[Yt],[Yt,{event:"doubletap",taps:2},["tap"]],[zt]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||""})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,"add",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,"remove",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent("Event");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:"undefined"!=typeof self?self:{}).Hammer=Ft,"function"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},
+function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__="DOMView",_.tag_name="div"},
+function _(o,t,b,r,e){r(),b.root="bk-root",b.toolbar_hidden="bk-toolbar-hidden",b.toolbar="bk-toolbar",b.logo="bk-logo",b.above="bk-above",b.below="bk-below",b.left="bk-left",b.right="bk-right",b.toolbar_button="bk-toolbar-button",b.tool_overflow="bk-tool-overflow",b.active="bk-active",b.divider="bk-divider",b.horizontal="bk-horizontal",b.vertical="bk-vertical",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:" ";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},
+function _(A,g,o,C,l){C(),o.root="bk-root",o.tool_icon_copy_to_clipboard="bk-tool-icon-copy-to-clipboard",o.tool_icon_replace_mode="bk-tool-icon-replace-mode",o.tool_icon_append_mode="bk-tool-icon-append-mode",o.tool_icon_intersect_mode="bk-tool-icon-intersect-mode",o.tool_icon_subtract_mode="bk-tool-icon-subtract-mode",o.tool_icon_clear_selection="bk-tool-icon-clear-selection",o.tool_icon_box_select="bk-tool-icon-box-select",o.tool_icon_box_zoom="bk-tool-icon-box-zoom",o.tool_icon_zoom_in="bk-tool-icon-zoom-in",o.tool_icon_zoom_out="bk-tool-icon-zoom-out",o.tool_icon_help="bk-tool-icon-help",o.tool_icon_hover="bk-tool-icon-hover",o.tool_icon_crosshair="bk-tool-icon-crosshair",o.tool_icon_lasso_select="bk-tool-icon-lasso-select",o.tool_icon_pan="bk-tool-icon-pan",o.tool_icon_xpan="bk-tool-icon-xpan",o.tool_icon_ypan="bk-tool-icon-ypan",o.tool_icon_range="bk-tool-icon-range",o.tool_icon_polygon_select="bk-tool-icon-polygon-select",o.tool_icon_redo="bk-tool-icon-redo",o.tool_icon_reset="bk-tool-icon-reset",o.tool_icon_save="bk-tool-icon-save",o.tool_icon_tap_select="bk-tool-icon-tap-select",o.tool_icon_undo="bk-tool-icon-undo",o.tool_icon_wheel_pan="bk-tool-icon-wheel-pan",o.tool_icon_wheel_zoom="bk-tool-icon-wheel-zoom",o.tool_icon_box_edit="bk-tool-icon-box-edit",o.tool_icon_freehand_draw="bk-tool-icon-freehand-draw",o.tool_icon_poly_draw="bk-tool-icon-poly-draw",o.tool_icon_point_draw="bk-tool-icon-point-draw",o.tool_icon_poly_edit="bk-tool-icon-poly-edit",o.tool_icon_line_edit="bk-tool-icon-line-edit",o.default='.bk-root 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+function _(o,t,e,r,b){r(),e.root="bk-root",e.menu_icon="bk-menu-icon",e.context_menu="bk-context-menu",e.horizontal="bk-horizontal",e.vertical="bk-vertical",e.divider="bk-divider",e.active="bk-active",e.menu="bk-menu",e.above="bk-above",e.below="bk-below",e.caret="bk-caret",e.down="bk-down",e.up="bk-up",e.left="bk-left",e.right="bk-right",e.default=".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}"},
+function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:"vertical",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener("mousedown",this._on_mousedown),document.addEventListener("keydown",this._on_keydown),window.addEventListener("blur",this._on_blur)}_unlisten(){document.removeEventListener("mousedown",this._on_mousedown),document.removeEventListener("keydown",this._on_keydown),window.removeEventListener("blur",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if("left_of"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if("right_of"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if("below"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if("above"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+"px":"",this.el.style.top=null!=i.top?i.top-n.top+"px":"",this.el.style.right=null!=i.right?n.right-i.right+"px":"",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+"px":""}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add("bk-context-menu",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:["bk-menu-icon",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?"bk-active":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener("click",(()=>{this._item_click(i)})),e.addEventListener("keydown",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__="ContextMenu"},
+function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__="OnOffButtonView"},
+function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__="InspectToolView";class a extends l.ButtonTool{constructor(e){super(e),this.event_type="move"}}t.InspectTool=a,c=a,a.__name__="InspectTool",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},
+function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__="ToolbarViewModel",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o="left"==t||"above"==t,e=this.model.horizontal?"vertical":"horizontal";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.remove_views)(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await(0,h.build_views)(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e="grey"===this.model.logo?M.grey:null,l=(0,c.a)({href:"https://bokeh.org/",target:"_blank",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?"\u22ee":"\u22ef"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case"right":return{left_of:h};case"left":return{right_of:h};case"above":return{below:h};case"below":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener("click",(()=>{_()})),h.addEventListener("keydown",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e="png"==t?"canvas":"svg",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__="ToolbarBaseView";class A extends m.Model{constructor(t){super(t)}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.every)(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return"above"===this.toolbar_location||"below"===this.toolbar_location}get vertical(){return"left"===this.toolbar_location||"right"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__="ToolbarBase",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),"normal"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,"right"]}}))},
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+function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,"lineDash",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case"webgl":case"canvas":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext("2d");if(null==t)throw new Error("unable to obtain 2D rendering context");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case"svg":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),"image/png")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:"image/svg+xml"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__="CanvasLayer"},
+function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:"start",right:"end",center:"middle",start:"start",end:"end"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:"alphabetic",hanging:"hanging",top:"text-before-edge",bottom:"text-after-edge",middle:"central"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(",");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return 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HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement("image");if(e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement("canvas");e.width=r,e.height=n;e.getContext("2d").drawImage(t,a,o,l,h,0,0,r,n),t=e}this._apply_transform(e,c);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute("src");if(e.setAttribute("href",i),null!=this._clip_path){const t=this.__createElement("g");t.setAttribute("clip-path",this._clip_path),t.appendChild(e),_.appendChild(t)}else _.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement("image");e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`);const 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if(t instanceof f){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error("unsupported");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}return new m(i,this)}getLineDash(){const{lineDash:t}=this;return(0,a.isString)(t)?t.split(",").map((t=>parseInt(t))):null==t?[]:t}setLineDash(t){t&&t.length>0?this.lineDash=t.join(","):this.lineDash=null}_to_number(t){return(0,a.isNumber)(t)?t:t.baseVal.value}getTransform(){return this._transform.to_DOMMatrix()}setTransform(...t){let e;e=(0,a.isNumber)(t[0])?new DOMMatrix(t):t[0]instanceof DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error("not implemented")}isPointInStroke(...t){throw new Error("not implemented")}createImageData(...t){throw new Error("not implemented")}getImageData(t,e,i,s){throw new Error("not implemented")}putImageData(...t){throw new Error("not implemented")}drawFocusIfNeeded(...t){throw new Error("not implemented")}scrollPathIntoView(...t){throw new Error("not implemented")}}i.SVGRenderingContext2D=f,f.__name__="SVGRenderingContext2D",f.__random=o.random},
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+function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__="ActionToolButtonView";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__="ActionToolView";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,"do")}}n.ActionTool=d,d.__name__="ActionTool"},
+function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__="HelpToolView";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name="Help",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__="HelpTool",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html"]}))),s.override({description:"Click the question mark to learn more about Bokeh plot tools."}),s.register_alias("help",(()=>new _))},
+function _(o,l,g,A,r){A(),g.root="bk-root",g.logo="bk-logo",g.grey="bk-grey",g.logo_small="bk-logo-small",g.logo_notebook="bk-logo-notebook",g.default=".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAYAAACNiR0NAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAABx0RVh0U29mdHdhcmUAQWRvYmUgRmlyZXdvcmtzIENTNui8sowAAAOkSURBVDiNjZRtaJVlGMd/1/08zzln5zjP1LWcU9N0NkN8m2CYjpgQYQXqSs0I84OLIC0hkEKoPtiH3gmKoiJDU7QpLgoLjLIQCpEsNJ1vqUOdO7ppbuec5+V+rj4ctwzd8IIbbi6u+8f1539dt3A78eXC7QizUF7gyV1fD1Yqg4JWz84yffhm0qkFqBogB9rM8tZdtwVsPUhWhGcFJngGeWrPzHm5oaMmkfEg1usvLFyc8jLRqDOMru7AyC8saQr7GG7f5fvDeH7Ej8CM66nIF+8yngt6HWaKh7k49Soy9nXurCi1o3qUbS3zWfrYeQDTB/Qj6kX6Ybhw4B+bOYoLKCC9H3Nu/leUTZ1JdRWkkn2ldcCamzrcf47KKXdAJllSlxAOkRgyHsGC/zRday5Qld9DyoM4/q/rUoy/CXh3jzOu3bHUVZeU+DEn8FInkPBFlu3+nW3Nw0mk6vCDiWg8CeJaxEwuHS3+z5RgY+YBR6V1Z1nxSOfoaPa4LASWxxdNp+VWTk7+4vzaou8v8PN+xo+KY2xsw6une2frhw05CTYOmQvsEhjhWjn0bmXPjpE1+kplmmkP3suftwTubK9Vq22qKmrBhpY4jvd5afdRA3wGjFAgcnTK2s4hY0/GPNIb0nErGMCRxWOOX64Z8RAC4oCXdklmEvcL8o0BfkNK4lUg9HTl+oPlQxdNo3Mg4Nv175e/1LDGzZen30MEjRUtmXSfiTVu1kK8W4txyV6BMKlbgk3lMwYCiusNy9fVfvvwMxv8Ynl6vxoByANLTWplvuj/nF9m2+PDtt1eiHPBr1oIfhCChQMBw6Aw0UulqTKZdfVvfG7VcfIqLG9bcldL/+pdWTLxLUy8Qq38heUIjh4XlzZxzQm19lLFlr8vdQ97rjZVOLf8nclzckbcD4wxXMidpX30sFd37Fv/GtwwhzhxGVAprjbg0gCAEeIgwCZyTV2Z1REEW8O4py0wsjeloKoMr6iCY6dP92H6Vw/oTyICIthibxjm/DfN9lVz8IqtqKYLUXfoKVMVQVVJOElGjrnnUt9T9wbgp8AyYKaGlqingHZU/uG2NTZSVqwHQTWkx9hxjkpWDaCg6Ckj5qebgBVbT3V3NNXMSiWSDdGV3hrtzla7J+duwPOToIg42ChPQOQjspnSlp1V+Gjdged7+8UN5CRAV7a5EdFNwCjEaBR27b3W890TE7g24NAP/mMDXRWrGoFPQI9ls/MWO2dWFAar/xcOIImbbpA3zgAAAABJRU5ErkJggg==);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}"},
+function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle("bk-tooltip-custom",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case"horizontal":return t<e.hcenter?"right":"left";case"vertical":return s<e.vcenter?"below":"above";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case"right":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case"left":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case"below":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case"above":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:"auto",this.el.style.right=null!=n?`${n}px`:"auto"}}s.TooltipView=p,p.__name__="TooltipView";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__="Tooltip",n.prototype.default_view=p,n.define((({Boolean:e})=>({attachment:[h.TooltipAttachment,"horizontal"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:"overlay"})},
+function _(o,t,r,e,l){e(),r.root="bk-root",r.tooltip="bk-tooltip",r.left="bk-left",r.tooltip_arrow="bk-tooltip-arrow",r.right="bk-right",r.above="bk-above",r.below="bk-below",r.tooltip_row_label="bk-tooltip-row-label",r.tooltip_row_value="bk-tooltip-row-value",r.tooltip_color_block="bk-tooltip-color-block",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},
+function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t="height"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__="WhiskerView";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__="Whisker",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable:t})=>({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:"underlay"})},
+function _(n,o,t,u,e){u(),e("CustomJS",n(245).CustomJS),e("OpenURL",n(247).OpenURL)},
+function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,"cb_obj","cb_data",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__="CustomJS",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,""]})))},
+function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__="Callback"},
+function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error("HTML output is not supported in this context");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__="OpenURL",s.define((({Boolean:e,String:t})=>({url:[t,"http://"],same_tab:[e,!1]})))},
+function _(a,n,i,e,r){e(),r("Canvas",a(249).Canvas),r("CartesianFrame",a(126).CartesianFrame),r("CoordinateMapping",a(54).CoordinateMapping)},
+function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)"default"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement("canvas"),i=t.getContext("webgl",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace("WebGL is supported, but not the required extensions")}else _.logger.trace("WebGL is supported, but bokehjs(.min).js bundle is not available")}else _.logger.trace("WebGL is not supported");return null}()})(),m={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:"bk-canvas-events",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),"webgl"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error("webgl is not available")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug("Blitting WebGL canvas"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__="CanvasView";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__="Canvas",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,"canvas"]})))},
+function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,"pan:start"),this.pan=new _.Signal(this,"pan"),this.pan_end=new _.Signal(this,"pan:end"),this.pinch_start=new _.Signal(this,"pinch:start"),this.pinch=new _.Signal(this,"pinch"),this.pinch_end=new _.Signal(this,"pinch:end"),this.rotate_start=new _.Signal(this,"rotate:start"),this.rotate=new _.Signal(this,"rotate"),this.rotate_end=new _.Signal(this,"rotate:end"),this.tap=new _.Signal(this,"tap"),this.doubletap=new _.Signal(this,"doubletap"),this.press=new _.Signal(this,"press"),this.pressup=new _.Signal(this,"pressup"),this.move_enter=new _.Signal(this,"move:enter"),this.move=new _.Signal(this,"move"),this.move_exit=new _.Signal(this,"move:exit"),this.scroll=new _.Signal(this,"scroll"),this.keydown=new _.Signal(this,"keydown"),this.keyup=new _.Signal(this,"keyup"),this.hammer=new a.default(this.hit_area,{touchAction:"auto",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener("mousemove",(t=>this._mouse_move(t))),this.hit_area.addEventListener("mouseenter",(t=>this._mouse_enter(t))),this.hit_area.addEventListener("mouseleave",(t=>this._mouse_exit(t))),this.hit_area.addEventListener("contextmenu",(t=>this._context_menu(t))),this.hit_area.addEventListener("wheel",(t=>this._mouse_wheel(t))),document.addEventListener("keydown",this),document.addEventListener("keyup",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener("keydown",this),document.removeEventListener("keyup",this)}handleEvent(t){"keydown"==t.type?this._key_down(t):"keyup"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",(t=>this._doubletap(t))),this.hammer.on("tap",(t=>this._tap(t))),this.hammer.on("press",(t=>this._press(t))),this.hammer.on("pressup",(t=>this._pressup(t))),this.hammer.get("pan").set({direction:a.default.DIRECTION_ALL}),this.hammer.on("panstart",(t=>this._pan_start(t))),this.hammer.on("pan",(t=>this._pan(t))),this.hammer.on("panend",(t=>this._pan_end(t))),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",(t=>this._pinch_start(t))),this.hammer.on("pinch",(t=>this._pinch(t))),this.hammer.on("pinchend",(t=>this._pinch_end(t))),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",(t=>this._rotate_start(t))),this.hammer.on("rotate",(t=>this._rotate(t))),this.hammer.on("rotateend",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case"pan":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case"pinch":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case"rotate":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case"move":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case"tap":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case"press":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case"scroll":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&"pinch"==e&&(h.logger.debug("Registering scroll on touch screen"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t="default"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if("panstart"==e.type||"pan"==e.type||"panend"==e.type){let n;if("panstart"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):"pan"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:"panend"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("pinchstart"==e.type||"pinch"==e.type||"pinchend"==e.type){let n;if("pinchstart"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):"pinch"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:"pinchend"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("rotatestart"==e.type||"rotate"==e.type||"rotateend"==e.type){let n;if("rotatestart"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):"rotate"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:"rotateend"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("mouseenter"==e.type||"mousemove"==e.type||"mouseleave"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&("mouseleave"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:"mouseleave",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&("mouseenter"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:"mouseenter",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&"mousemove"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(":")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case"move":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a="default";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a="crosshair")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case"tap":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case"doubletap":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case"scroll":{const t=_[v.is_mobile?"pinch":"scroll"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case"pan":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case"wheel":return new l.MouseWheel(s,n,i,r,e.delta);case"mousemove":return new l.MouseMove(s,n,i,r);case"mouseenter":return new l.MouseEnter(s,n,i,r);case"mouseleave":return new l.MouseLeave(s,n,i,r);case"tap":return new l.Tap(s,n,i,r);case"doubletap":return new l.DoubleTap(s,n,i,r);case"press":return new l.Press(s,n,i,r);case"pressup":return new l.PressUp(s,n,i,r);case"pan":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case"panstart":return new l.PanStart(s,n,i,r);case"panend":return new l.PanEnd(s,n,i,r);case"pinch":return new l.Pinch(s,n,i,r,e.scale);case"pinchstart":return new l.PinchStart(s,n,i,r);case"pinchend":return new l.PinchEnd(s,n,i,r);case"rotate":return new l.Rotate(s,n,i,r,e.rotation);case"rotatestart":return new l.RotateStart(s,n,i,r);case"rotateend":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return"undefined"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__="UIEventBus"},
+function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if("object"==typeof Reflect&&"function"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__="BokehEvent";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__="ModelEvent";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__="DocumentReady",s.DocumentReady=l=a([o("document_ready")],l);let i=class extends c{};s.ButtonClick=i,i.__name__="ButtonClick",s.ButtonClick=i=a([o("button_click")],i);let u=class extends c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__="MenuItemClick",s.MenuItemClick=u=a([o("menu_item_click")],u);class d extends c{}s.UIEvent=d,d.__name__="UIEvent";let m=class extends d{};s.LODStart=m,m.__name__="LODStart",s.LODStart=m=a([o("lodstart")],m);let h=class extends d{};s.LODEnd=h,h.__name__="LODEnd",s.LODEnd=h=a([o("lodend")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__="RangesUpdate",s.RangesUpdate=p=a([o("rangesupdate")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__="SelectionGeometry",s.SelectionGeometry=x=a([o("selectiongeometry")],x);let j=class extends d{};s.Reset=j,j.__name__="Reset",s.Reset=j=a([o("reset")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__="PointEvent";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,n),this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=g,g.__name__="Pan",s.Pan=g=a([o("pan")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__="Pinch",s.Pinch=P=a([o("pinch")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__="Rotate",s.Rotate=O=a([o("rotate")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__="MouseWheel",s.MouseWheel=b=a([o("wheel")],b);let v=class extends y{};s.MouseMove=v,v.__name__="MouseMove",s.MouseMove=v=a([o("mousemove")],v);let E=class extends y{};s.MouseEnter=E,E.__name__="MouseEnter",s.MouseEnter=E=a([o("mouseenter")],E);let R=class extends y{};s.MouseLeave=R,R.__name__="MouseLeave",s.MouseLeave=R=a([o("mouseleave")],R);let M=class extends y{};s.Tap=M,M.__name__="Tap",s.Tap=M=a([o("tap")],M);let f=class extends y{};s.DoubleTap=f,f.__name__="DoubleTap",s.DoubleTap=f=a([o("doubletap")],f);let S=class extends y{};s.Press=S,S.__name__="Press",s.Press=S=a([o("press")],S);let D=class extends y{};s.PressUp=D,D.__name__="PressUp",s.PressUp=D=a([o("pressup")],D);let k=class extends y{};s.PanStart=k,k.__name__="PanStart",s.PanStart=k=a([o("panstart")],k);let L=class extends y{};s.PanEnd=L,L.__name__="PanEnd",s.PanEnd=L=a([o("panend")],L);let U=class extends y{};s.PinchStart=U,U.__name__="PinchStart",s.PinchStart=U=a([o("pinchstart")],U);let C=class extends y{};s.PinchEnd=C,C.__name__="PinchEnd",s.PinchEnd=C=a([o("pinchend")],C);let T=class extends y{};s.RotateStart=T,T.__name__="RotateStart",s.RotateStart=T=a([o("rotatestart")],T);let B=class extends y{};s.RotateEnd=B,B.__name__="RotateEnd",s.RotateEnd=B=a([o("rotateend")],B)},
+function _(t,e,n,l,o){
+/*!
+     * jQuery Mousewheel 3.1.13
+     *
+     * Copyright jQuery Foundation and other contributors
+     * Released under the MIT license
+     * http://jquery.org/license
+     */
+function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},
+function _(m,o,n,r,a){r(),a("Expression",m(254).Expression),a("CustomJSExpr",m(255).CustomJSExpr),a("Stack",m(256).Stack),a("CumSum",m(257).CumSum),a("ScalarExpression",m(254).ScalarExpression),a("Minimum",m(258).Minimum),a("Maximum",m(259).Maximum);var s=m(260);a("XComponent",s.XComponent),a("YComponent",s.YComponent),a("PolarTransform",m(261).PolarTransform)},
+function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__="Expression";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__="ScalarExpression"},
+function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__="CustomJSExpr",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__="Stack",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},
+function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__="CumSum",i.define((({Boolean:e,String:n})=>({field:[n],include_zero:[e,!1]})))},
+function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__="Minimum",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},
+function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__="Maximum",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},
+function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__="CoordinateTransform";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__="XYComponent",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__="XComponent";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__="YComponent"},
+function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e="anticlock"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__="PolarTransform",a.define((({})=>({radius:[l.DistanceSpec,{field:"radius"}],angle:[l.AngleSpec,{field:"angle"}],direction:[c.Direction,"anticlock"]})))},
+function _(e,t,l,r,i){r(),i("BooleanFilter",e(263).BooleanFilter),i("CustomJSFilter",e(264).CustomJSFilter),i("Filter",e(191).Filter),i("GroupFilter",e(265).GroupFilter),i("IndexFilter",e(266).IndexFilter)},
+function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__="BooleanFilter",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},
+function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,"source",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__="CustomJSFilter",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,""]})))},
+function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__="GroupFilter",u.define((({String:n})=>({column_name:[n],group:[n]})))},
+function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__="IndexFilter",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},
+function _(e,a,l,i,t){i(),t("AnnularWedge",e(268).AnnularWedge),t("Annulus",e(269).Annulus),t("Arc",e(270).Arc),t("Bezier",e(271).Bezier),t("Circle",e(272).Circle),t("Ellipse",e(273).Ellipse),t("EllipseOval",e(274).EllipseOval),t("Glyph",e(179).Glyph),t("HArea",e(187).HArea),t("HBar",e(276).HBar),t("HexTile",e(278).HexTile),t("Image",e(279).Image),t("ImageRGBA",e(281).ImageRGBA),t("ImageURL",e(282).ImageURL),t("Line",e(177).Line),t("MultiLine",e(283).MultiLine),t("MultiPolygons",e(284).MultiPolygons),t("Oval",e(285).Oval),t("Patch",e(186).Patch),t("Patches",e(286).Patches),t("Quad",e(287).Quad),t("Quadratic",e(288).Quadratic),t("Ray",e(289).Ray),t("Rect",e(290).Rect),t("Scatter",e(291).Scatter),t("Segment",e(294).Segment),t("Spline",e(295).Spline),t("Step",e(297).Step),t("Text",e(298).Text),t("VArea",e(189).VArea),t("VBar",e(299).VBar),t("Wedge",e(300).Wedge)},
+function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,u.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x="anticlock"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__="AnnularWedgeView";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__="AnnularWedge",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,"anticlock"],inner_radius:[c.DistanceSpec,{field:"inner_radius"}],outer_radius:[c.DistanceSpec,{field:"outer_radius"}],start_angle:[c.AngleSpec,{field:"start_angle"}],end_angle:[c.AngleSpec,{field:"end_angle"}]})))},
+function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,o.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if("data"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__="AnnulusView";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__="Annulus",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:"inner_radius"}],outer_radius:[d.DistanceSpec,{field:"outer_radius"}]})))},
+function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d="anticlock"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__="ArcView";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__="Arc",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[u.DistanceSpec,{field:"radius"}],start_angle:[u.AngleSpec,{field:"start_angle"}],end_angle:[u.AngleSpec,{field:"end_angle"}]})))},
+function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__="BezierView";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__="Bezier",c.prototype.default_view=y,c.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx0:[l.XCoordinateSpec,{field:"cx0"}],cy0:[l.YCoordinateSpec,{field:"cy0"}],cx1:[l.XCoordinateSpec,{field:"cx1"}],cy1:[l.YCoordinateSpec,{field:"cy1"}]}))),c.mixins(r.LineVector)},
+function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure("max_size",{value:i})}_map_data(){if(this.use_radius)if("data"==this.model.properties.radius.units)switch(this.model.radius_dimension){case"x":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case"y":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case"max":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case"min":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&"data"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&"data"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&"data"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if("h"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&"data"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&"data"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__="CircleView";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__="Circle",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number:s})=>({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,"x"],hit_dilation:[s,1]})))},
+function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__="EllipseView";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__="Ellipse",p.prototype.default_view=a},
+function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){"data"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"):this.sw=(0,l.to_screen)(this.width),"data"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);"data"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),"data"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__="EllipseOvalView";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__="EllipseOval"},
+function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return"data"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return"data"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__="CenterRotatableView";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__="CenterRotatable",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:"width"}],height:[_.DistanceSpec,{field:"height"}]})))},
+function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__="HBarView";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__="HBar",a.prototype.default_view=l,a.define((({})=>({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:"y"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:"right"}]})))},
+function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case"top_left":return{x:r,y:n};case"top":case"top_center":return{x:(r+i)/2,y:n};case"top_right":return{x:i,y:n};case"bottom_left":return{x:r,y:a};case"bottom":case"bottom_center":return{x:(r+i)/2,y:a};case"bottom_right":return{x:i,y:a};case"left":case"center_left":return{x:r,y:(n+a)/2};case"center":case"center_center":return{x:(r+i)/2,y:(n+a)/2};case"right":case"center_right":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if("v"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__="BoxView";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__="Box",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},
+function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{HexTileGL:s}=await Promise.resolve().then((()=>(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if("pointytop"==e)for(let e=0;e<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;"flattop"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if("pointytop"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if("v"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__="HexTileView";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__="HexTile",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number:e})=>({r:[c.NumberSpec,{field:"r"}],q:[c.NumberSpec,{field:"q"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,"pointytop"]}))),a.override({line_color:null})},
+function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__="ImageView";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__="Image",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:["#000000","#252525","#525252","#737373","#969696","#bdbdbd","#d9d9d9","#f0f0f0","#ffffff"]})]})))},
+function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,"expected a 2D array"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement("canvas");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext("2d"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){"data"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,"edge",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),"data"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,"edge",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__="ImageBaseView";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__="ImageBase",n.define((({Boolean:e})=>({image:[d.NDArraySpec,{field:"image"}],dw:[d.DistanceSpec,{field:"dw"}],dh:[d.DistanceSpec,{field:"dh"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},
+function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__="ImageRGBAView";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__="ImageRGBA",n.prototype.default_view=i},
+function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a="data"==this.model.properties.w.units,i="data"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case"top_left":case"bottom_left":case"left":case"center_left":return[e,e+t];case"top":case"top_center":case"bottom":case"bottom_center":case"center":case"center_center":return[e-t/2,e+t/2];case"top_right":case"bottom_right":case"right":case"center_right":return[e-t,e]}}function g(e,t){switch(h){case"top_left":case"top":case"top_center":case"top_right":return[e,e-t];case"bottom_left":case"bottom":case"bottom_center":case"bottom_right":return[e+t,e];case"left":case"center_left":case"center":case"center_center":case"right":case"center_right":return[e+t/2,e-t/2]}}if(a)for(let e=0;e<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){"data"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,"edge",this.model.dilate):this.sw=(0,c.to_screen)(this.w),"data"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,"edge",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case"top_left":return[t,s];case"top":case"top_center":return[t-r/2,s];case"top_right":return[t-r,s];case"right":case"center_right":return[t-r,s-a/2];case"bottom_right":return[t-r,s-a];case"bottom":case"bottom_center":return[t-r/2,s-a];case"bottom_left":return[t,s-a];case"left":case"center_left":return[t,s-a/2];case"center":case"center_center":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__="ImageURLView";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__="ImageURL",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({url:[h.StringSpec,{field:"url"}],anchor:[_.Anchor,"top_left"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},
+function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;"v"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__="MultiLineView";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__="MultiLine",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:"xs"}],ys:[h.YCoordinateSeqSpec,{field:"ys"}]}))),r.mixins(_.LineVector)},
+function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,"evenodd"),this.visuals.hatch.apply(t,s,"evenodd"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__="MultiPolygonsView";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__="MultiPolygons",r.prototype.default_view=p,r.define((({})=>({xs:[y.XCoordinateSeqSeqSeqSpec,{field:"xs"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:"ys"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},
+function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__="OvalView";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__="Oval",t.prototype.default_view=p},
+function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__="PatchesView";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__="Patches",a.prototype.default_view=f,a.define((({})=>({xs:[d.XCoordinateSeqSpec,{field:"xs"}],ys:[d.YCoordinateSeqSpec,{field:"ys"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},
+function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__="QuadView";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__="Quad",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:"right"}],bottom:[l.YCoordinateSpec,{field:"bottom"}],left:[l.XCoordinateSpec,{field:"left"}],top:[l.YCoordinateSpec,{field:"top"}]})))},
+function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__="QuadraticView";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__="Quadratic",o.prototype.default_view=y,o.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx:[l.XCoordinateSpec,{field:"cx"}],cy:[l.YCoordinateSpec,{field:"cy"}]}))),o.mixins(r.LineVector)},
+function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){"data"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__="RayView";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__="Ray",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},
+function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)"default"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if("data"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if("data"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,"edge",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__="RectView";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__="Rect",n.prototype.default_view=y,n.define((({Boolean:t})=>({dilate:[t,!1]})))},
+function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__="ScatterView";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__="Scatter",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:"circle"}]})))},
+function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if("h"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__="MarkerView";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__="Marker",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number:e})=>({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},
+function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},
+function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;"v"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&("h"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__="SegmentView";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__="Segment",o.prototype.default_view=y,o.define((({})=>({x0:[h.XCoordinateSpec,{field:"x0"}],y0:[h.YCoordinateSpec,{field:"y0"}],x1:[h.XCoordinateSpec,{field:"x1"}],y1:[h.YCoordinateSpec,{field:"y1"}]}))),o.mixins(c.LineVector)},
+function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__="SplineView";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__="Spline",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},
+function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},
+function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case"before":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case"after":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case"center":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__="StepView";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__="Step",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,"before"]})))},
+function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf("\n")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split("\n"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case"top":l=0;break;case"middle":l=-o/2+_/2;break;case"bottom":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__="TextView";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__="Text",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({text:[a.NullStringSpec,{field:"text"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},
+function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__="VBarView";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__="VBar",o.prototype.default_view=l,o.define((({})=>({x:[_.XCoordinateSpec,{field:"x"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:"top"}]})))},
+function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y="anticlock"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__="WedgeView";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__="Wedge",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[_.DistanceSpec,{field:"radius"}],start_angle:[_.AngleSpec,{field:"start_angle"}],end_angle:[_.AngleSpec,{field:"end_angle"}]})))},
+function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},
+function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__="GraphHitTestPolicy";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__="EdgesOnly";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__="NodesOnly";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];"selection"==d?n=e.selected.indices.map((t=>e.data.index[t])):"inspection"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__="NodesAndLinkedEdges";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];"selection"==d?n=t.selected.indices:"inspection"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__="EdgesAndLinkedNodes"},
+function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__="LayoutProvider";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__="GraphCoordinates",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__="NodeCoordinates";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__="EdgeCoordinates"},
+function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__="StaticLayoutProvider",o.define((({Number:t,Tuple:a,Dict:l})=>({graph_layout:[l(a(t,t)),{}]})))},
+function _(i,d,n,r,G){r(),G("Grid",i(306).Grid)},
+function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords("major",!1);for(let s=0;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords("major");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords("minor");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[1]&&(t=n[1]);else{[s,t]=n;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,t,r.min)[i],h=t.min,c=t.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;i<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__="GridView";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__="Grid",o.prototype.default_view=c,o.mixins([["grid_",l.Line],["minor_grid_",l.Line],["band_",l.Fill],["band_",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({bounds:[r(t(i,i),e),"auto"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:"underlay",band_fill_color:null,band_fill_alpha:0,grid_line_color:"#e5e5e5",minor_grid_line_color:null})},
+function _(o,a,x,B,e){B(),e("Box",o(308).Box),e("Column",o(310).Column),e("GridBox",o(311).GridBox),e("HTMLBox",o(312).HTMLBox),e("LayoutDOM",o(309).LayoutDOM),e("Panel",o(313).Panel),e("Row",o(314).Row),e("Spacer",o(315).Spacer),e("Tabs",o(316).Tabs),e("WidgetBox",o(319).WidgetBox)},
+function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__="BoxView";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__="Box",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},
+function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if("px"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?"relative":"absolute",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener("resize",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener("resize",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):"",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?"block":"none";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?"fixed":"fit"}_height_policy(){return null!=this.model.height?"fixed":"fit"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;"auto"==t&&(t=this._width_policy()),"auto"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if("fixed"==s)t=i="fixed";else if("stretch_both"==s)t=i="max";else if("stretch_width"==s)t="max";else if("stretch_height"==s)i="max";else switch(null==e&&(e="auto"),s){case"scale_width":t="max",i="min";break;case"scale_height":t="min",i="max";break;case"scale_both":t="max",i="max"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),"auto"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e="png"==t?"canvas":"svg",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__="LayoutDOMView";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__="LayoutDOM",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),"auto"],height_policy:[r(m.SizingPolicy,o),"auto"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),"start"],background:[c(l),null],css_classes:[n(s),[]]}}))},
+function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__="ColumnView";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__="Column",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,"auto"]})))},
+function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__="GridBoxView";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__="GridBox",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,"auto"],cols:[s,"auto"],spacing:[a(t,i(t,t)),0]})))},
+function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__="HTMLBoxView";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__="HTMLBox"},
+function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__="Panel",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,""],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},
+function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__="RowView";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__="Row",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,"auto"]})))},
+function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__="SpacerView";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__="Spacer",o.prototype.default_view=u},
+function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t="above"==e||"below"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:"fit",height_policy:"fixed"}):this.header.set_sizing({width_policy:"fixed",height_policy:"fit"});let l=1,h=1;switch(e){case"above":l-=1;break;case"below":l+=1;break;case"left":h-=1;break;case"right":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position="absolute",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t="above"==e||"below"==e,s=(0,d.size)(this.scroll_el),i=(0,d.scroll_size)(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth="",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight="",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener("click",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=(0,d.div)({class:m.close});e.addEventListener("click",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:""},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener("click",(()=>this.do_scroll("left"))),this.right_el.addEventListener("click",(()=>this.do_scroll("right"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;"left"==e?this._scroll_index-=1:"right"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute("disabled",""):this.left_el.removeAttribute("disabled"),this._scroll_index==t-1?this.right_el.setAttribute("disabled",""):this.right_el.removeAttribute("disabled");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if("above"==i||"below"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__="TabsView";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__="Tabs",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,"above"],active:[e,0]})))},
+function _(e,r,b,o,t){o(),b.root="bk-root",b.tabs_header="bk-tabs-header",b.btn_group="bk-btn-group",b.btn="bk-btn",b.headers_wrapper="bk-headers-wrapper",b.above="bk-above",b.right="bk-right",b.below="bk-below",b.left="bk-left",b.headers="bk-headers",b.tab="bk-tab",b.active="bk-active",b.close="bk-close",b.disabled="bk-disabled",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="gray" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="gray" stroke-width="2"/>      </svg>\');}.bk-root .bk-close:hover{background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="red" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="red" stroke-width="2"/>      </svg>\');}'},
+function _(o,b,r,t,e){t(),r.root="bk-root",r.btn="bk-btn",r.active="bk-active",r.btn_default="bk-btn-default",r.btn_primary="bk-btn-primary",r.btn_success="bk-btn-success",r.btn_warning="bk-btn-warning",r.btn_danger="bk-btn-danger",r.btn_light="bk-btn-light",r.btn_group="bk-btn-group",r.vertical="bk-vertical",r.horizontal="bk-horizontal",r.dropdown_toggle="bk-dropdown-toggle",r.default=".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}"},
+function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__="WidgetBoxView";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__="WidgetBox",i.prototype.default_view=d},
+function _(t,a,i,e,M){e();var T=t(135);M("MathText",T.MathText),M("Ascii",T.Ascii),M("MathML",T.MathML),M("TeX",T.TeX),M("PlainText",t(139).PlainText)},
+function _(r,o,t,e,n){e(),n("CustomJSTransform",r(322).CustomJSTransform),n("Dodge",r(323).Dodge),n("Interpolator",r(325).Interpolator),n("Jitter",r(326).Jitter),n("LinearInterpolator",r(327).LinearInterpolator),n("StepInterpolator",r(328).StepInterpolator),n("Transform",r(56).Transform)},
+function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform("x",this.func)}get vector_transform(){return this._make_transform("xs",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__="CustomJSTransform",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,""],v_func:[t,""]})))},
+function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__="Dodge",t.define((({Number:e})=>({value:[e,0]})))},
+function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__="RangeTransform",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},
+function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error("The x parameter does not correspond to a valid column name defined in the data parameter");if(!(0,l.includes)(t,this.y))throw new Error("The y parameter does not correspond to a valid column name defined in the data parameter");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error("parameters 'x' and 'y' must be both either string fields or arrays");e=this.x,r=this.y}if(e.length!==r.length)throw new Error("The length for x and y do not match");if(e.length<2)throw new Error("x and y must have at least two elements to support interpolation");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__="Interpolator",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},
+function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case"uniform":return this.mean+(f.random()-.5)*this.width;case"normal":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__="Jitter",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,"uniform"]})))},
+function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__="LinearInterpolator"},
+function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case"after":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case"before":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case"center":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__="StepInterpolator",_.define((()=>({mode:[n.StepMode,"after"]})))},
+function _(p,o,t,a,n){a(),n("MapOptions",p(330).MapOptions),n("GMapOptions",p(330).GMapOptions),n("GMapPlot",p(330).GMapPlot),n("Plot",p(331).Plot)},
+function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a("GMapPlotView",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__="MapOptions",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__="GMapOptions",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,"roadmap"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__="GMapPlot",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,"weekly"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},
+function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i("PlotView",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,"reset");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t="center"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__="Plot",a.prototype.default_view=P.PlotView,a.mixins([["outline_",s.Line],["background_",s.Fill],["border_",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),"right"],toolbar_sticky:[e,!0],plot_width:[l.Alias("width")],plot_height:[l.Alias("height")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),"",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),"above"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,"canvas"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,"standard"]}))),a.override({width:600,height:600,outline_line_color:"#e5e5e5",border_fill_color:"#ffffff",background_fill_color:"#ffffff"})},
+function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error("wasn't paused");this._is_paused-=1,0!=this._is_paused||e||this.request_paint("everything")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint("everything")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if("everything"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint("everything")}reset(){"standard"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),g.logger.debug("PlotView initialized")}_width_policy(){return null==this.model.frame_width?super._width_policy():"min"}_height_policy(){return null==this.model.frame_height?super._height_policy():"min"}_update_layout(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case"above":return n;case"below":return o;case"left":return l;case"right":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]="above"==v||"below"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i="above"==e||"below"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?"width_policy":"height_policy";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:"min"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:"max",height_policy:"min"})):(n=new k.Column(t),n.set_sizing({width_policy:"min",height_policy:"max"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:"fixed",width:P}:{width_policy:"fit"}),null!=j?{height_policy:"fixed",height:j}:{height_policy:"fit"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m("above",n)),V.children=m("below",o),S.children=(0,w.reversed)(m("left",l)),O.children=m("right",r),R.set_sizing({width_policy:"fit",height_policy:"min"}),V.set_sizing({width_policy:"fit",height_policy:"min"}),S.set_sizing({width_policy:"min",height_policy:"fit"}),O.set_sizing({width_policy:"min",height_policy:"fit"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint("everything"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e<this.model.lod_interval?setTimeout((()=>{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint("everything")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if("overlay"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,"image",a,!0),this._paint_levels(n.ctx,"underlay",a,!0),this._paint_levels(n.ctx,"glyph",a,!0),this._paint_levels(n.ctx,"guide",a,!1),this._paint_levels(n.ctx,"annotation",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,"overlay",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle="blue",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i="png"==e?"canvas":"svg",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,["children"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__="PlotView"},
+function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},
+function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn("Follow enabled so bounds are unset.");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn("could not set initial ranges"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&"auto"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&"auto"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__="RangeManager"},
+function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,"state_changed"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.index<this.history.length-1}}s.StateManager=a,a.__name__="StateManager"},
+function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},"gmaps_ready");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t="https://developers.google.com/maps/documentation/javascript/get-api-key";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if("undefined"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement("script");o.type="text/javascript",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint("everything")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:"absolute"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,"idle",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,"bounds_changed",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,"tilesloaded",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center("lat"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center("lng"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center("lat"),this._update_center("lng"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&"undefined"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__="GMapPlotView"},
+function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},
+function _(e,r,d,n,R){n(),R("GlyphRenderer",e(175).GlyphRenderer),R("GraphRenderer",e(339).GraphRenderer),R("GuideRenderer",e(129).GuideRenderer);var G=e(41);R("Renderer",G.Renderer),R("RendererGroup",G.RendererGroup)},
+function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__="GraphRendererView";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__="GraphRenderer",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},
+function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c("Selection",e(72).Selection)},
+function _(a,e,S,o,r){o(),r("ServerSentDataSource",a(342).ServerSentDataSource),r("AjaxDataSource",a(344).AjaxDataSource),r("ColumnDataSource",a(75).ColumnDataSource),r("ColumnarDataSource",a(70).ColumnarDataSource),r("CDSView",a(190).CDSView),r("DataSource",a(71).DataSource),r("GeoJSONDataSource",a(345).GeoJSONDataSource),r("WebDataSource",a(343).WebDataSource)},
+function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__="ServerSentDataSource"},
+function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case"replace":this.data=r;break;case"append":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__="WebDataSource",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,"replace"],adapter:[n(e),null],data_url:[a]})))},
+function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener("load",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener("error",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader("Content-Type",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.entries)(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__="AjaxDataSource",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,"application/json"],http_headers:[s(i),{}],method:[o.HTTPMethod,"POST"],if_modified:[t,!1]})))},
+function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.range)(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case"Point":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=_(s);break}case"LineString":{const{coordinates:r}=e;for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"Polygon":{e.coordinates.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used.");const r=e.coordinates[0];for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPoint":i.logger.warn("MultiPoint not supported in Bokeh");break;case"MultiLineString":{const n=e.coordinates.reduce(r);for(let e=0;e<n.length;e++){const[r,s,a]=n[e];t.xs[o][e]=r,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPolygon":{const n=[];for(const t of e.coordinates)t.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used."),n.push(t[0]);const s=n.reduce(r);for(let e=0;e<s.length;e++){const[r,n,a]=s[e];t.xs[o][e]=r,t.ys[o][e]=n,t.zs[o][e]=_(a)}break}default:throw new Error(`Invalid GeoJSON geometry type: ${e.type}`)}}geojson_to_column_data(){const e=JSON.parse(this.geojson);let t;switch(e.type){case"GeometryCollection":if(null==e.geometries)throw new Error("No geometries found in GeometryCollection");if(0===e.geometries.length)throw new Error("geojson.geometries must have one or more items");t=e.geometries;break;case"FeatureCollection":if(null==e.features)throw new Error("No features found in FeaturesCollection");if(0==e.features.length)throw new Error("geojson.features must have one or more items");t=e.features;break;default:throw new Error("Bokeh only supports type GeometryCollection and FeatureCollection at top level")}let o=0;for(const e of t){const t="Feature"===e.type?e.geometry:e;"GeometryCollection"==t.type?o+=t.geometries.length:o+=1}const r={x:this._get_new_nan_array(o),y:this._get_new_nan_array(o),z:this._get_new_nan_array(o),xs:this._get_new_list_array(o),ys:this._get_new_list_array(o),zs:this._get_new_list_array(o)};let n=0;for(const e of t){const t="Feature"==e.type?e.geometry:e;if("GeometryCollection"==t.type)for(const s of t.geometries)this._add_geometry(s,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1;else this._add_geometry(t,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1}return r}}o.GeoJSONDataSource=u,s=u,u.__name__="GeoJSONDataSource",s.define((({String:e})=>({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},
+function _(e,r,T,o,S){o(),S("BBoxTileSource",e(347).BBoxTileSource),S("MercatorTileSource",e(348).MercatorTileSource),S("QUADKEYTileSource",e(351).QUADKEYTileSource),S("TileRenderer",e(352).TileRenderer),S("TileSource",e(349).TileSource),S("TMSTileSource",e(355).TMSTileSource),S("WMTSTileSource",e(353).WMTSTileSource)},
+function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace("{XMIN}",i.toString()).replace("{YMIN}",s.toString()).replace("{XMAX}",l.toString()).replace("{YMAX}",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__="BBoxTileSource",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},
+function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)<Math.abs(t-r)?e:t}));return this._resolutions.indexOf(o)}snap_to_zoom_level(t,e,i,_){const[s,r,o,n]=t,l=this._resolutions[_];let u=i*l,a=e*l;if(!this.snap_to_zoom){const t=(o-s)/u,e=(n-r)/a;t>e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<<i)-e]}meters_to_tile(t,e,i){const[_,s]=this.meters_to_pixels(t,e,i);return this.pixels_to_tile(_,s)}get_tile_meter_bounds(t,e,i){const[_,s]=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),[r,o]=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[_,s,r,o]}get_tile_geographic_bounds(t,e,i){const _=this.get_tile_meter_bounds(t,e,i),[s,r,o,n]=(0,l.meters_extent_to_geographic)(_);return[s,r,o,n]}get_tiles_by_extent(t,e,i=1){const[_,s,r,o]=t;let[n,l]=this.meters_to_tile(_,s,e),[u,a]=this.meters_to_tile(r,o,e);n-=i,l-=i,u+=i,a+=i;const h=[];for(let t=a;t>=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<<s-1;switch(t.charAt(_-s)){case"0":continue;case"1":e|=r;break;case"2":i|=r;break;case"3":e|=r,i|=r;break;default:throw new TypeError(`Invalid Quadkey: ${t}`)}}return[e,i,_]}tile_xyz_to_quadkey(t,e,i){let _="";for(let s=i;s>0;s--){const i=1<<s-1;let r=0;0!=(t&i)&&(r+=1),0!=(e&i)&&(r+=2),_+=r.toString()}return _}children_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=[];for(let t=0;t<=3;t++){const[e,i,r]=this.quadkey_to_tile_xyz(_+t.toString()),o=this.get_tile_meter_bounds(e,i,r);s.push([e,i,r,o])}return s}get_closest_parent_by_tile_xyz(t,e,i){const _=this.calculate_world_x_by_tile_xyz(t,e,i);[t,e,i]=this.normalize_xyz(t,e,i);let s=this.tile_xyz_to_quadkey(t,e,i);for(;s.length>0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__="MercatorTileSource",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},
+function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace("{x}","{X}").replace("{y}","{Y}").replace("{z}","{Z}").replace("{q}","{Q}").replace("{xmin}","{XMIN}").replace("{ymin}","{YMIN}").replace("{xmax}","{XMAX}").replace("{ymax}","{YMAX}");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(":").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",t.toString()).replace("{Z}",r.toString())}}r.TileSource=c,l=c,c.__name__="TileSource",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,""],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,""],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},
+function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},
+function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace("{Q}",i)}}r.QUADKEYTileSource=c,c.__name__="QUADKEYTileSource"},
+function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.isString)(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=(0,d.div)({class:p.tile_attribution,style:{position:"absolute",right:`${s}px`,bottom:`${_}px`,"max-width":n-4+"px",padding:"2px","background-color":"rgba(255,255,255,0.5)","font-size":"9px","line-height":"1.05","white-space":"nowrap",overflow:"hidden","text-overflow":"ellipsis"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\s*\n\s*/g," ")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const n=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0==this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);e<i;e++){const[i,s,_]=n[e],a=this.model.tile_source.children_by_tile_xyz(i,s,_);for(const e of a){const[i,s,_,n]=e;t.tiles.has(t.tile_xyz_to_key(i,s,_))||this._create_tile(i,s,_,n,!0)}}}_fetch_tiles(t){for(const e of t){const[t,i,s,_]=e;this._create_tile(t,i,s,_)}}_update(){const{tile_source:t}=this.model,{min_zoom:e}=t,{max_zoom:i}=t;let s=this.get_extent();const _=this.extent[2]-this.extent[0]<s[2]-s[0],n=this.map_frame.bbox.height,a=this.map_frame.bbox.width;let o=t.get_level_by_extent(s,n,a),r=!1;o<e?(s=this.extent,o=e,r=!0):o>i&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__="TileRendererView";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__="TileRenderer",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:"image"})},
+function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace("{X}",s.toString()).replace("{Y}",c.toString()).replace("{Z}",i.toString())}}r.WMTSTileSource=i,i.__name__="WMTSTileSource"},
+function _(t,o,i,b,r){b(),i.root="bk-root",i.tile_attribution="bk-tile-attribution",i.default=".bk-root .bk-tile-attribution a{color:black;}"},
+function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",r.toString()).replace("{Z}",t.toString())}}t.TMSTileSource=l,l.__name__="TMSTileSource"},
+function _(e,t,u,a,r){a(),r("CanvasTexture",e(357).CanvasTexture),r("ImageURLTexture",e(359).ImageURLTexture),r("Texture",e(358).Texture)},
+function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function("ctx","color","scale","weight",t)}get_pattern(t,e,n){const c=document.createElement("canvas");c.width=e,c.height=e;const s=c.getContext("2d");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__="CanvasTexture",r.define((({String:t})=>({code:[t]})))},
+function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__="Texture",i.define((()=>({repetition:[u.TextureRepetition,"repeat"]})))},
+function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__="ImageURLTexture",a.define((({String:e})=>({url:[e]})))},
+function _(o,l,T,e,t){e(),t("ActionTool",o(238).ActionTool),t("CustomAction",o(361).CustomAction),t("HelpTool",o(239).HelpTool),t("RedoTool",o(362).RedoTool),t("ResetTool",o(363).ResetTool),t("SaveTool",o(364).SaveTool),t("UndoTool",o(365).UndoTool),t("ZoomInTool",o(366).ZoomInTool),t("ZoomOutTool",o(369).ZoomOutTool),t("ButtonTool",o(224).ButtonTool),t("EditTool",o(370).EditTool),t("BoxEditTool",o(371).BoxEditTool),t("FreehandDrawTool",o(372).FreehandDrawTool),t("PointDrawTool",o(373).PointDrawTool),t("PolyDrawTool",o(374).PolyDrawTool),t("PolyTool",o(375).PolyTool),t("PolyEditTool",o(376).PolyEditTool),t("BoxSelectTool",o(377).BoxSelectTool),t("BoxZoomTool",o(379).BoxZoomTool),t("GestureTool",o(223).GestureTool),t("LassoSelectTool",o(380).LassoSelectTool),t("LineEditTool",o(382).LineEditTool),t("PanTool",o(384).PanTool),t("PolySelectTool",o(381).PolySelectTool),t("RangeTool",o(385).RangeTool),t("SelectTool",o(378).SelectTool),t("TapTool",o(386).TapTool),t("WheelPanTool",o(387).WheelPanTool),t("WheelZoomTool",o(388).WheelZoomTool),t("CrosshairTool",o(389).CrosshairTool),t("CustomJSHover",o(390).CustomJSHover),t("HoverTool",o(391).HoverTool),t("InspectTool",o(232).InspectTool),t("Tool",o(222).Tool),t("ToolProxy",o(394).ToolProxy),t("Toolbar",o(221).Toolbar),t("ToolbarBase",o(233).ToolbarBase),t("ProxyToolbar",o(395).ProxyToolbar),t("ToolbarBox",o(395).ToolbarBox)},
+function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat("bk-toolbar-button-custom-action")}}e.CustomActionButtonView=u,u.__name__="CustomActionButtonView";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__="CustomActionView";class a extends i.ActionTool{constructor(t){super(t),this.tool_name="Custom Action",this.button_view=u}}e.CustomAction=a,c=a,a.__name__="CustomAction",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:"Perform a Custom Action"})},
+function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__="RedoToolView";class a extends l.ActionTool{constructor(e){super(e),this.tool_name="Redo",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__="RedoTool",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias("redo",(()=>new a))},
+function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__="ResetToolView";class r extends n.ActionTool{constructor(e){super(e),this.tool_name="Reset",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__="ResetTool",_.prototype.default_view=c,_.register_alias("reset",(()=>new r))},
+function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(e)});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement("a");t.href=URL.createObjectURL(o),t.download=e,t.target="_blank",t.dispatchEvent(new MouseEvent("click"))}doit(e="save"){switch(e){case"save":this.save("bokeh_plot");break;case"copy":this.copy()}}}t.SaveToolView=l,l.__name__="SaveToolView";class r extends c.ActionTool{constructor(e){super(e),this.tool_name="Save",this.icon=n.tool_icon_save}get menu(){return[{icon:"bk-tool-icon-copy-to-clipboard",tooltip:"Copy image to clipboard",if:()=>"undefined"!=typeof ClipboardItem,handler:()=>{this.do.emit("copy")}}]}}t.SaveTool=r,s=r,r.__name__="SaveTool",s.prototype.default_view=l,s.register_alias("save",(()=>new r))},
+function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__="UndoToolView";class a extends l.ActionTool{constructor(o){super(o),this.tool_name="Undo",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__="UndoTool",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias("undo",(()=>new a))},
+function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__="ZoomInToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name="Zoom In",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__="ZoomInTool",t.prototype.default_view=a,t.register_alias("zoom_in",(()=>new l({dimensions:"both"}))),t.register_alias("xzoom_in",(()=>new l({dimensions:"width"}))),t.register_alias("yzoom_in",(()=>new l({dimensions:"height"})))},
+function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i="width"==e||"both"==e,s="height"==e||"both"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push("zoom_out",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__="ZoomBaseToolView";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__="ZoomBaseTool",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,"both"]})))},
+function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},
+function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__="ZoomOutToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name="Zoom Out",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__="ZoomOutTool",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias("zoom_out",(()=>new l({dimensions:"both"}))),n.register_alias("xzoom_out",(()=>new l({dimensions:"width"}))),n.register_alias("yzoom_out",(()=>new l({dimensions:"height"})))},
+function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,a.unreachable)():"replace"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e<s.length;e++){const t=s[e];o.splice(t-e,1)}}this._emit_cds_changes(t)}_pop_glyphs(e,t){const s=e.columns();if(t&&s.length)for(const o of s){let s=e.get_array(o);const n=s.length-t+1;n<1||((0,c.isArray)(s)||(s=Array.from(s),e.data[o]=s),s.splice(0,n))}}_emit_cds_changes(e,t=!0,s=!0,o=!0){s&&e.selection_manager.clear(),t&&e.change.emit(),o&&(e.data=e.data,e.properties.data.change.emit())}_drag_points(e,t,s="both"){if(null==this._basepoint)return;const[o,n]=this._basepoint;for(const r of t){const t=this._map_drag(o,n,r),i=this._map_drag(e.sx,e.sy,r);if(null==i||null==t)continue;const[c,a]=i,[_,l]=t,[d,u]=[c-_,a-l],h=r.glyph,m=r.data_source,[p,f]=[h.x.field,h.y.field];for(const e of m.selected.indices)!p||"width"!=s&&"both"!=s||(m.data[p][e]+=d),!f||"height"!=s&&"both"!=s||(m.data[f][e]+=u);m.change.emit()}this._basepoint=[e.sx,e.sy]}_pad_empty_columns(e,t){for(const s of e.columns())(0,i.includes)(t,s)||e.get_array(s).push(this.model.empty_value)}_select_event(e,t,s){const o=this.plot_view.frame,{sx:n,sy:r}=e;if(!o.bbox.contains(n,r))return[];const i={type:"point",sx:n,sy:r},c=[];for(const e of s){const s=e.get_selection_manager(),o=e.data_source,n=this.plot_view.renderer_view(e);if(null!=n){s.select([n],i,!0,t)&&c.push(e),o.properties.selected.change.emit()}}return c}}s.EditToolView=d,d.__name__="EditToolView";class u extends l.GestureTool{constructor(e){super(e)}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=u,r=u,u.__name__="EditTool",r.define((({Unknown:e,String:t,Array:s,Ref:o,Nullable:n})=>({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},
+function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,"append",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__="BoxEditToolView";class h extends d.EditTool{constructor(e){super(e),this.tool_name="Box Edit Tool",this.icon=l.tool_icon_box_edit,this.event_type=["tap","pan","move"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__="BoxEditTool",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,"both"],num_objects:[e,0]})))},
+function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if("new"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if("add"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,"new")}_pan(e){this._draw(e,"add")}_pan_end(e){this._draw(e,"add",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__="FreehandDrawToolView";class h extends n.EditTool{constructor(e){super(e),this.tool_name="Freehand Draw Tool",this.icon=i.tool_icon_freehand_draw,this.event_type=["pan","tap"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__="FreehandDrawTool",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias("freehand_draw",(()=>new h))},
+function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__="PointDrawToolView";class l extends _.EditTool{constructor(e){super(e),this.tool_name="Point Draw Tool",this.icon=r.tool_icon_point_draw,this.event_type=["tap","pan","move"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__="PointDrawTool",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},
+function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,"add",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if("new"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if("edit"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if("add"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;s<this.model.renderers.length;s++){const i=this.model.renderers[s],a=i.data_source,r=i.glyph,[o,n]=[r.xs.field,r.ys.field];if(o)for(const t of a.get_array(o))e.push(...t);if(n)for(const e of a.get_array(n))t.push(...e);this._drawing&&s==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}_doubletap(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,"edit",!0)):(this._drawing=!0,this._draw(e,"new",!0)))}_move(e){this._drawing&&this._draw(e,"edit")}_remove(){const e=this.model.renderers[0],t=e.data_source,s=e.glyph,[i,a]=[s.xs.field,s.ys.field];if(i){const e=t.data[i].length-1,s=t.get_array(i)[e];s.splice(s.length-1,1)}if(a){const e=t.data[a].length-1,s=t.get_array(a)[e];s.splice(s.length-1,1)}this._emit_cds_changes(t)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===o.Keys.Backspace?this._delete_selected(t):e.keyCode==o.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),t.data_source.selection_manager.clear())}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){if(null==this._basepoint||!this.model.drag)return;const[t,s]=this._basepoint;for(const i of this.model.renderers){const a=this._map_drag(t,s,i),r=this._map_drag(e.sx,e.sy,i);if(null==r||null==a)continue;const o=i.data_source,n=i.glyph,[d,_]=[n.xs.field,n.ys.field];if(!d&&!_)continue;const[h,l]=r,[c,g]=a,[f,p]=[h-c,l-g];for(const e of o.selected.indices){let t,s,i;d&&(s=o.data[d][e]),_?(i=o.data[_][e],t=i.length):t=s.length;for(let e=0;e<t;e++)s&&(s[e]+=f),i&&(i[e]+=p)}o.change.emit()}this._basepoint=[e.sx,e.sy]}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source);this._basepoint=null}}activate(){if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(const e of this.model.renderers){const t=e.data_source;t.connect(t.properties.data.change,(()=>this._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__="PolyDrawToolView";class l extends d.PolyTool{constructor(e){super(e),this.tool_name="Polygon Draw Tool",this.icon=_.tool_icon_poly_draw,this.event_type=["pan","tap","move"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__="PolyDrawTool",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},
+function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,"replace",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__="PolyToolView";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__="PolyTool",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},
+function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,"replace",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,"replace",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,"append",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=c,c.__name__="PolyEditToolView";class o extends l.PolyTool{constructor(e){super(e),this.tool_name="Poly Edit Tool",this.icon=a.tool_icon_poly_edit,this.event_type=["tap","pan","move"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__="PolyEditTool",_.prototype.default_view=c},
+function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if("center"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push("box_select",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l="replace"){const n={type:"rect",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__="BoxSelectToolView";const h=()=>new _.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends n.SelectTool{constructor(e){super(e),this.tool_name="Box Select",this.icon=r.tool_icon_box_select,this.event_type="pan",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__="BoxSelectTool",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,"both"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,"corner"]}))),l.register_alias("box_select",(()=>new m)),l.register_alias("xbox_select",(()=>new m({dimensions:"width"}))),l.register_alias("ybox_select",(()=>new m({dimensions:"height"})))},
+function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let r;switch(e.type){case"point":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"span":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"rect":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case"poly":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__="SelectToolView";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,"clear")}get menu(){return[{icon:"bk-tool-icon-replace-mode",tooltip:"Replace the current selection",active:()=>"replace"==this.mode,handler:()=>{this.mode="replace",this.active=!0}},{icon:"bk-tool-icon-append-mode",tooltip:"Append to the current selection (Shift)",active:()=>"append"==this.mode,handler:()=>{this.mode="append",this.active=!0}},{icon:"bk-tool-icon-intersect-mode",tooltip:"Intersect with the current selection (Ctrl)",active:()=>"intersect"==this.mode,handler:()=>{this.mode="intersect",this.active=!0}},{icon:"bk-tool-icon-subtract-mode",tooltip:"Subtract from the current selection (Shift+Ctrl)",active:()=>"subtract"==this.mode,handler:()=>{this.mode="subtract",this.active=!0}},null,{icon:"bk-tool-icon-clear-selection",tooltip:"Clear the current selection (Esc)",handler:()=>{this.clear.emit()}}]}}s.SelectTool=b,o=b,b.__name__="SelectTool",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),"auto"],names:[t(e),[]],mode:[_.SelectionMode,"replace"]})))},
+function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m<n&&(m=n)),l=Math.abs(p-m),t[1]<=o[1]?(b=t[1],d=t[1]+l/s,d>_&&(d=_)):(d=t[1],b=t[1]-l/s,b<a&&(b=a)),r=Math.abs(d-b),t[0]<=o[0]?p=t[0]+s*r:m=t[0]-s*r,[[m,p],[b,d]]}_compute_limits(t){const o=this.plot_view.frame,e=this.model.dimensions;let s,i,n=this._base_point;if("center"==this.model.origin){const[o,e]=n,[s,i]=t;n=[o-(s-o),e-(i-e)]}return this.model.match_aspect&&"both"==e?[s,i]=this._match_aspect(n,t,o):[s,i]=this.model._get_dim_limits(n,t,o,e),[s,i]}_pan_start(t){this._base_point=[t.sx,t.sy]}_pan(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this.model.overlay.update({left:e[0],right:e[1],top:s[0],bottom:s[1]})}_pan_end(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this._update(e,s),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.trigger_ranges_update_event()}_update([t,o],[e,s]){if(Math.abs(o-t)<=5||Math.abs(s-e)<=5)return;const{x_scales:i,y_scales:n}=this.plot_view.frame,_=new Map;for(const[e,s]of i){const[i,n]=s.r_invert(t,o);_.set(e,{start:i,end:n})}const a=new Map;for(const[t,o]of n){const[i,n]=o.r_invert(e,s);a.set(t,{start:i,end:n})}const l={xrs:_,yrs:a};this.plot_view.state.push("box_zoom",{range:l}),this.plot_view.update_range(l)}}e.BoxZoomToolView=h,h.__name__="BoxZoomToolView";const c=()=>new a.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends _.GestureTool{constructor(t){super(t),this.tool_name="Box Zoom",this.icon=r.tool_icon_box_zoom,this.event_type="pan",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__="BoxZoomTool",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,"both"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,"corner"]}))),n.register_alias("box_zoom",(()=>new m({dimensions:"both"}))),n.register_alias("xbox_zoom",(()=>new m({dimensions:"width"}))),n.register_alias("ybox_zoom",(()=>new m({dimensions:"height"})))},
+function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push("lasso_select",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:"poly",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__="LassoSelectToolView";class y extends i.SelectTool{constructor(s){super(s),this.tool_name="Lasso Select",this.icon=h.tool_icon_lasso_select,this.event_type="pan",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__="LassoSelectTool",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias("lasso_select",(()=>new y))},
+function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push("poly_select",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:"poly",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__="PolySelectToolView";s.DEFAULT_POLY_OVERLAY=()=>new _.PolyAnnotation({level:"overlay",xs_units:"screen",ys_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class d extends a.SelectTool{constructor(e){super(e),this.tool_name="Poly Select",this.icon=h.tool_icon_polygon_select,this.event_type="tap",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__="PolySelectTool",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias("poly_select",(()=>new d))},
+function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,"replace",[s]).length&&(this._selected_renderer=s)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,"append",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}s.LineEditToolView=l,l.__name__="LineEditToolView";class h extends d.LineTool{constructor(e){super(e),this.tool_name="Line Edit Tool",this.icon=o.tool_icon_line_edit,this.event_type=["tap","pan","move"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__="LineEditTool",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,"both"]})))},
+function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__="LineToolView";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__="LineTool",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},
+function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(n<t.start||n>t.end)&&(this.v_axis_only=!0),(e<s.start||e>s.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push("pan",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;"width"!=p&&"both"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),"height"!=p&&"both"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__="PanToolView";class p extends _.GestureTool{constructor(t){super(t),this.tool_name="Pan",this.event_type="pan",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__="PanTool",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,"both",{on_update(t,s){switch(t){case"both":s.icon=r.tool_icon_pan;break;case"width":s.icon=r.tool_icon_xpan;break;case"height":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias("pan",(()=>new p({dimensions:"both"}))),a.register_alias("xpan",(()=>new p({dimensions:"width"}))),a.register_alias("ypan",(()=>new p({dimensions:"height"})))},
+function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)<s}function c(e,t,i,s,n){let l=!0;if(null!=n.left&&null!=n.right){const t=i.invert(e);(t<n.left||t>n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(e<n.bottom||e>n.top)&&(l=!1)}return l}function g(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e<t.end?(t.start=e,i):(t.start=t.end,t.end=e,d(i))}function m(e,t,i,s){const[n,l]=t.r_compute(e.start,e.end),[a,r]=t.r_invert(n+i,l+i),o=g(e.start,e.end,s);g(a,r,s)>=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__="RangeToolView";const x=()=>new a.BoxAnnotation({level:"overlay",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name="Range Tool",this.icon=h.tool_icon_range,this.event_type="pan",this.default_order=1}initialize(){super.initialize(),this.overlay.in_cursor="grab",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?"ew-resize":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?"ns-resize":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn("RangeTool not configured with any Ranges.")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=w,l=w,w.__name__="RangeTool",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},
+function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){"tap"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){"doubletap"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:"point",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if("select"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push("tap",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__="TapToolView";class r extends a.SelectTool{constructor(e){super(e),this.tool_name="Tap",this.icon=c.tool_icon_tap_select,this.event_type="tap",this.default_order=10}}s.TapTool=r,l=r,r.__name__="TapTool",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,"select"],gesture:[t("tap","doubletap"),"tap"],callback:[s(e)]}))),l.register_alias("click",(()=>new r({behavior:"inspect"}))),l.register_alias("tap",(()=>new r)),l.register_alias("doubletap",(()=>new r({gesture:"doubletap"})))},
+function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case"height":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case"width":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push("wheel_pan",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__="WheelPanToolView";class d extends o.GestureTool{constructor(e){super(e),this.tool_name="Wheel Pan",this.icon=_.tool_icon_wheel_pan,this.event_type="scroll",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__="WheelPanTool",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,"width"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias("xwheel_pan",(()=>new d({dimension:"width"}))),a.register_alias("ywheel_pan",(()=>new d({dimension:"height"})))},
+function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:"wheel",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=("width"==h||"both"==h)&&s.start<n&&n<s.end,r=("height"==h||"both"==h)&&i.start<l&&l<i.end;if(!(a&&r||this.model.zoom_on_axis))return;const m=this.model.speed*e.delta,d=(0,_.scale_range)(t,m,a,r,{x:n,y:l});this.plot_view.state.push("wheel_zoom",{range:d});const{maintain_focus:c}=this.model;this.plot_view.update_range(d,{scrolling:!0,maintain_focus:c}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__="WheelZoomToolView";class d extends l.GestureTool{constructor(e){super(e),this.tool_name="Wheel Zoom",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?"pinch":"scroll",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__="WheelZoomTool",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,"both"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias("wheel_zoom",(()=>new d({dimensions:"both"}))),n.register_alias("xwheel_zoom",(()=>new d({dimensions:"width"}))),n.register_alias("ywheel_zoom",(()=>new d({dimensions:"height"})))},
+function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;"width"!=s&&"both"!=s||(this.model.spans.width.location=e),"height"!=s&&"both"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__="CrosshairToolView";class p extends l.InspectTool{constructor(i){super(i),this.tool_name="Crosshair",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__="CrosshairTool",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:"screen",level:"overlay",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,"both"],line_color:[s,"black"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,"width"),height:i(e,"height")})]}))),n.register_alias("crosshair",(()=>new p))})()},
+function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code("value","format","special_vars",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__="CustomJSHover",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if("span"==t.type)"h"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return a<c?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function H(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=G,n._line_hit=H;class z extends l.InspectToolView{initialize(){super.initialize(),this._ttmodels=new Map,this._ttviews=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._update_ttmodels();const{tooltips:e}=this.model;e instanceof V.Template&&(this._template_view=await(0,S.build_view)(e,{parent:this}),this._template_view.render())}remove(){var e;null===(e=this._template_view)||void 0===e||e.remove(),(0,S.remove_views)(this._ttviews),super.remove()}connect_signals(){super.connect_signals();const e=this.plot_model.properties.renderers,{renderers:t,tooltips:n}=this.model.properties;this.on_change(n,(()=>delete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if("mouse"==this.model.mode)n={type:"point",sx:e,sy:t};else{n={type:"span",direction:"vline"==this.model.mode?"h":"v",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if("point"!=t.type&&"span"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if("ignore"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case"interp":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case"prev":[[s,i],c]=H(C.sx,C.sy,n);break;case"next":[[s,i],c]=H(C.sx,C.sy,n+1);break;case"nearest":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case"interp":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case"prev":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case"next":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case"nearest":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error("shouldn't have happened")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if("snap_to_data"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point("center",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:"table",borderSpacing:"2px"}});for(const[n]of e){const e=(0,w.div)({style:{display:"table-row"}});t.appendChild(e);const s=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_label},0!=n.length?`${n}: `:"");e.appendChild(s);const i=(0,w.span)();i.dataset.value="";const o=(0,w.span)({class:M.tooltip_color_block}," ");o.dataset.swatch="",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll("[data-value]"),l=o.querySelectorAll("[data-swatch]"),a=/\$color(\[.*\])?:(\w*)/,c=/\$swatch:(\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e="",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf("hex")>=0,c=e.indexOf("swatch")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent="(null)";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace("$~","$data_"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__="HoverToolView";class P extends l.InspectTool{constructor(e){super(e),this.tool_name="Hover",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__="HoverTool",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[["index","$index"],["data (x, y)","($x, $y)"],["screen (x, y)","($sx, $sy)"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),"auto"],names:[s(n),[]],mode:[T.HoverMode,"mouse"],muted_policy:[T.MutedPolicy,"show"],point_policy:[T.PointPolicy,"snap_to_data"],line_policy:[T.LinePolicy,"nearest"],show_arrow:[t,!0],anchor:[T.Anchor,"center"],attachment:[T.TooltipAttachment,"horizontal"],callback:[d(e)]}))),r.register_alias("hover",(()=>new P))},
+function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a("Styles",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__="DOMNodeView";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__="DOMNode",z.__module__="bokeh.models.dom";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode("")}}s.TextView=P,P.__name__="TextView";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__="Text",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,""]})));class N extends C{}s.PlaceholderView=N,N.__name__="PlaceholderView",N.tag_name="span";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__="Placeholder",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__="IndexView";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__="Index",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__="ValueRefView";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__="ValueRef",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block}," "),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__="ColorRefView";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__="ColorRef",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,"-");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,"-");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__="DOMElementView";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__="DOMElement",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__="ActionView";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__="Action",H.__module__="bokeh.models.dom",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__="TemplateView",J.tag_name="div";class K extends q{}s.Template=K,u=K,K.__name__="Template",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__="SpanView",Q.tag_name="span";class U extends q{}s.Span=U,m=U,U.__name__="Span",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__="DivView",W.tag_name="div";class X extends q{}s.Div=X,w=X,X.__name__="Div",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__="TableView",Y.tag_name="table";class Z extends q{}s.Table=Z,f=Z,Z.__name__="Table",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__="TableRowView",ee.tag_name="tr";class te extends q{}s.TableRow=te,h=te,te.__name__="TableRow",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__="ToggleGroupView";class le extends H{constructor(e){super(e)}}s.ToggleGroup=le,x=le,le.__name__="ToggleGroup",x.prototype.default_view=ae,x.define((({Array:e,Ref:t})=>({groups:[e(t(se.RendererGroup)),[]]})))},
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+function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,"do")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__="ToolProxy",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},
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${e}`),e}}close(){this.closed_permanently||(r.logger.debug(`Permanently closing websocket connection ${this._number}`),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,`close method called on ClientConnection ${this._number}`),this.session._connection_closed())}_schedule_reconnect(e){setTimeout((()=>{this.closed_permanently||r.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)}),e)}send(e){if(null==this.socket)throw new Error(`not connected so cannot send ${e}`);e.send(this.socket)}async send_with_reply(e){const s=await new Promise(((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)}));if("ERROR"===s.msgtype())throw new Error(`Error reply ${s.content.text}`);return s}async _pull_doc_json(){const e=c.Message.create("PULL-DOC-REQ",{}),s=await this.send_with_reply(e);if(!("doc"in s.content))throw new Error("No 'doc' field in PULL-DOC-REPLY");return s.content.doc}async _repull_session_doc(e,s){var n;r.logger.debug(this.session?"Repulling session":"Pulling session for first time");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)r.logger.debug("Got new document after connection was already closed"),s(new Error("The connection has been closed"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create("PATCH-DOC",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug("Created a new session from new pulled doc"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug("Updated existing session with new pulled doc")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error("Got a message with no current handler set");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject("Disconnected"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s="Could not open websocket";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: ${e}`),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){"ACK"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol("First message was not an ACK")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):"PATCH-DOC"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=d,d.__name__="ClientConnection",n.pull_session=function(e,s,n){return new d(e,s,n).connect()}},
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+ * and/or other materials provided with the distribution.
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+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
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+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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object"),m(V,o,d),_(!V||V.renderbuffer&&36168===V.renderbuffer._renderbuffer.format,"invalid stencil attachment for framebuffer object"),m(I,o,d),_(!I||I.texture&&34041===I.texture._texture.format||I.renderbuffer&&34041===I.renderbuffer._renderbuffer.format,"invalid depth-stencil attachment for framebuffer object"),A(i),i.width=o,i.height=d,i.colorAttachments=F,i.depthAttachment=B,i.stencilAttachment=V,i.depthStencilAttachment=I,l.color=F.map(v),l.depth=v(B),l.stencil=v(V),l.depthStencil=v(I),l.width=i.width,l.height=i.height,S(i),l}return o.framebufferCount++,l(e,a),t(l,{resize:function(e,t){_(f.next!==i,"can not resize a framebuffer which is currently in use");var r=Math.max(0|e,1),n=Math.max(0|t||r,1);if(r===i.width&&n===i.height)return l;for(var a=i.colorAttachments,o=0;o<a.length;++o)g(a[o],r,n);return g(i.depthAttachment,r,n),g(i.stencilAttachment,r,n),g(i.depthStencilAttachment,r,n),i.width=l.width=r,i.height=l.height=n,S(i),l},_reglType:"framebuffer",_framebuffer:i,destroy:function(){k(i),A(i)},use:function(e){f.setFBO({framebuffer:l},e)}})}return t(f,{getFramebuffer:function(e){if("function"==typeof e&&"framebuffer"===e._reglType){var t=e._framebuffer;if(t instanceof w)return t}return null},create:O,createCube:function(e){var i=Array(6);function o(e){var n;_(i.indexOf(f.next)<0,"can not update framebuffer which is currently in use");var s,l={color:null},d=0,m=null,p="rgba",h="uint8",b=1;if("number"==typeof e)d=0|e;else if(e){_.type(e,"object","invalid arguments for framebuffer");var v=e;if("shape"in v){var g=v.shape;_(Array.isArray(g)&&g.length>=2,"invalid shape for framebuffer"),_(g[0]===g[1],"cube framebuffer must be square"),d=g[0]}else"radius"in v&&(d=0|v.radius),"width"in v?(d=0|v.width,"height"in v&&_(v.height===d,"must be square")):"height"in v&&(d=0|v.height);("color"in v||"colors"in v)&&(m=v.color||v.colors,Array.isArray(m)&&_(1===m.length||r.webgl_draw_buffers,"multiple render targets not supported")),m||("colorCount"in v&&(b=0|v.colorCount,_(b>0,"invalid color buffer count")),"colorType"in v&&(_.oneOf(v.colorType,c,"invalid color type"),h=v.colorType),"colorFormat"in v&&(p=v.colorFormat,_.oneOf(v.colorFormat,u,"invalid color format for texture"))),"depth"in v&&(l.depth=v.depth),"stencil"in v&&(l.stencil=v.stencil),"depthStencil"in v&&(l.depthStencil=v.depthStencil)}else d=1;if(m)if(Array.isArray(m))for(s=[],n=0;n<m.length;++n)s[n]=m[n];else s=[m];else{s=Array(b);var y={radius:d,format:p,type:h};for(n=0;n<b;++n)s[n]=a.createCube(y)}for(l.color=Array(s.length),n=0;n<s.length;++n){var x=s[n];_("function"==typeof x&&"textureCube"===x._reglType,"invalid cube map"),d=d||x.width,_(x.width===d&&x.height===d,"invalid cube map shape"),l.color[n]={target:xt,data:s[n]}}for(n=0;n<6;++n){for(var w=0;w<s.length;++w)l.color[w].target=xt+n;n>0&&(l.depth=i[0].depth,l.stencil=i[0].stencil,l.depthStencil=i[0].depthStencil),i[n]?i[n](l):i[n]=O(l)}return t(o,{width:d,height:d,color:s})}return o(e),t(o,{faces:i,resize:function(e){var t,r=0|e;if(_(r>0&&r<=n.maxCubeMapSize,"invalid radius for cube fbo"),r===o.width)return o;var a=o.color;for(t=0;t<a.length;++t)a[t].resize(r);for(t=0;t<6;++t)i[t].resize(r);return o.width=o.height=r,o},_reglType:"framebufferCube",destroy:function(){i.forEach((function(e){e.destroy()}))}})},clear:function(){H(x).forEach(k)},restore:function(){f.cur=null,f.next=null,f.dirty=!0,H(x).forEach((function(t){t.framebuffer=e.createFramebuffer(),S(t)}))}})}(a,d,y,S,O,l),T=un(a,c,d,y,x,w,0,E,{},A,k,g,v,m,n),z=Ct(a,E,T.procs.poll,v,i,d,y),F=T.next,V=a.canvas,I=[],P=[],N=[],q=[n.onDestroy],Q=null;function Y(){if(0===I.length)return m&&m.update(),void(Q=null);Q=j.next(Y),ye();for(var e=I.length-1;e>=0;--e){var t=I[e];t&&t(v,null,0)}a.flush(),m&&m.update()}function ce(){!Q&&I.length>0&&(Q=j.next(Y))}function le(){Q&&(j.cancel(Y),Q=null)}function de(e){e.preventDefault(),o=!0,le(),P.forEach((function(e){e()}))}function me(e){a.getError(),o=!1,f.restore(),k.restore(),x.restore(),S.restore(),O.restore(),E.restore(),A.restore(),m&&m.restore(),T.procs.refresh(),ce(),N.forEach((function(e){e()}))}function pe(e){function r(e,t){var r={},n={};return Object.keys(e).forEach((function(a){var i=e[a];if(D.isDynamic(i))n[a]=D.unbox(i,a);else{if(t&&Array.isArray(i))for(var o=0;o<i.length;++o)if(D.isDynamic(i[o]))return void(n[a]=D.unbox(i,a));r[a]=i}})),{dynamic:n,static:r}}_(!!e,"invalid args to regl({...})"),_.type(e,"object","invalid args to regl({...})");var n=r(e.context||{},!0),a=r(e.uniforms||{},!0),i=r(e.attributes||{},!1),f=r(function(e){var r=t({},e);function n(e){if(e in r){var t=r[e];delete r[e],Object.keys(t).forEach((function(n){r[e+"."+n]=t[n]}))}}return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,"stencil"in 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+413: function _(t,e,a,s,r){s();const n=t(414),_=t(9),o=t(12);class c{constructor(t){this._regl=t,this._map=new Map}_create_texture(t){const e=t.length;let a=0;const s=[];let r=0,_=0;for(let n=0;n<e;n++)a+=t[n],s.push(t[n]+t[(n+1)%e]),n%2==0?_=Math.max(_,t[n]):r=Math.min(r,-t[n]);r*=.5,_*=.5;const o=(0,n.gcd)(s),c=[0];for(let a=0;a<e;a++)c.push(c[a]+t[a]);const h=2*a/o,i=(0,n.is_pow_2)(h),l=i?h:128,g=.5*o*h/l;let p;if(i){if(p=.5*t[0],g<p){p-=Math.floor(p/g)*g}}else p=0;const u=p-.5*g,m=new Uint8Array(l);let f=0;for(let e=0;e<l;e++){const a=p+e*g;a>c[f+1]&&f++;const s=t[f],n=c[f]+.5*s;let o=.5*s-Math.abs(a-n);f%2==1&&(o=-o),m[e]=Math.round(255*(o-r)/(_-r))}return[[a,u,r,_],this._regl.texture({shape:[l,1,1],data:m,wrapS:"repeat",format:"alpha",type:"uint8",mag:"linear",min:"linear"})]}_get_key(t){return t.join(",")}_get_or_create(t){const e=this._get_key(t);let a=this._map.get(e);if(null==a){const s=(0,n.gcd)(t);if(s>1){t=(0,o.map)(t,(t=>t/s)),a=this._get_or_create(t);const[r,n,_]=a;a=[r,n,s],this._map.set(e,a)}else{const[r,n]=this._create_texture(t);a=[r,n,s],this._map.set(e,a)}}return a}get(t){return t.length%2==1&&(t=(0,_.concat)([t,t])),this._get_or_create(t)}}a.DashCache=c,c.__name__="DashCache"},
+414: function _(n,t,e,r,o){function u(n,t){let e,r;n>t?(e=n,r=t):(e=t,r=n);let o=e%r;for(;0!=o;)e=r,r=o,o=e%r;return r}r(),e.gcd=function(n){let t=n[0];for(let e=1;e<n.length;e++)t=u(t,n[e]);return t},e.is_pow_2=function(n){return!(n&n-1||!n)}},
+415: function _(n,t,e,_,i){_();e.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nattribute vec2 a_position;\nattribute vec2 a_point_prev;\nattribute vec2 a_point_start;\nattribute vec2 a_point_end;\nattribute vec2 a_point_next;\nattribute float a_show_prev;\nattribute float a_show_curr;\nattribute float a_show_next;\n#ifdef DASHED\nattribute float a_length_so_far;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform float u_miter_limit;\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;  // Booleans for start/end caps and miters too long.\nvarying float v_cos_theta_turn_right_start;  // Sign gives turn_right, abs gives\nvarying float v_cos_theta_turn_right_end;    //   cos(theta).\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nvec2 line_intersection(in vec2 point0, in vec2 dir0,\n                       in vec2 point1, in vec2 dir1)\n{\n    // Line-line intersection: point0 + lambda0 dir0 = point1 + lambda1 dir1.\n    // Not checking if lines are parallel!\n    float lambda0 = cross_z(point1 - point0, dir1) / cross_z(dir0, dir1);\n    return point0 + lambda0*dir0;\n}\n\nfloat sign_no_zero(in float x)\n{\n    return x >= 0.0 ? 1.0 : -1.0;\n}\n\nvoid main()\n{\n    if (a_show_curr < 0.5) {\n        // Line segment has non-finite value at one or both ends, do not render.\n        gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n        return;\n    }\n\n    const float min_miter_factor_round_join_mesh = sqrt(2.0);\n\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    vec2 segment_along = normalize(a_point_end - a_point_start); // unit vector.\n    v_segment_length = length(a_point_end - a_point_start);\n    vec2 segment_right = right_vector(segment_along);  // unit vector.\n    vec2 xy;\n\n    bool miter_too_large_start = false;\n    bool miter_too_large_end = false;\n\n    v_coords.y = a_position.y*halfwidth;  // Overwritten later for end points.\n\n    bool has_start_cap = a_show_prev < 0.5;\n    bool has_end_cap = a_show_next < 0.5;\n\n    vec2 point_normal_start;\n    float cos_theta_start;\n    float turn_right_start;\n    if (has_start_cap)\n        point_normal_start = segment_right;\n    else {\n        vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\n        point_normal_start = normalize(segment_right + prev_right);\n        cos_theta_start = dot(segment_right, point_normal_start);  // Always +ve\n        turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\n    }\n\n    vec2 point_normal_end;\n    float cos_theta_end;\n    float turn_right_end;\n    if (has_end_cap)\n        point_normal_end = segment_right;\n    else {\n        vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\n        point_normal_end = normalize(segment_right + next_right);\n        cos_theta_end = dot(segment_right, point_normal_end);  // Always +ve\n        turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\n    }\n\n    float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\n    float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\n    if (join_type == miter_join) {\n        // If miter too large, use bevel join instead.\n        miter_too_large_start = (miter_factor_start > u_miter_limit);\n        miter_too_large_end = (miter_factor_end > u_miter_limit);\n    }\n\n    float sign_at_start = -sign(a_position.x);  // +ve at segment start, -ve end.\n    vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\n    vec2 adjacent_point =\n        sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\n                            : (has_end_cap ? a_point_end : a_point_next);\n\n    if ( (has_start_cap && sign_at_start > 0.0) ||\n         (has_end_cap && sign_at_start < 0.0) ) {\n        // Cap.\n        xy = point - segment_right*(halfwidth*a_position.y);\n        if (cap_type == butt_cap)\n            xy -= sign_at_start*0.5*u_antialias*segment_along;\n        else\n            xy -= sign_at_start*halfwidth*segment_along;\n    }\n    else { // Join.\n        // +ve if turning to right, -ve if to left.\n        float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\n\n        vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\n        vec2 point_right = normalize(segment_right + adjacent_right);\n        float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\n        bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\n\n        if (abs(a_position.x) > 1.5) {\n            // Outer point, meets prev/next segment.\n            float factor;  // multiplied by halfwidth...\n\n            if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\n                factor = 1.0 / miter_factor;  // cos_theta.\n            else if (join_type == round_join &&\n                     miter_factor > min_miter_factor_round_join_mesh)\n                factor = 1.0;\n            else  // miter, or round (small angle only).\n                factor = miter_factor;\n\n            xy = point - point_right*(halfwidth*turn_sign*factor);\n            v_coords.y = turn_sign*halfwidth*factor / miter_factor;\n        }\n        else if (turn_sign*a_position.y < 0.0) {\n            // Inner point, meets prev/next segment.\n            float len = halfwidth*miter_factor;\n            float segment_len = v_segment_length;\n            float adjacent_len = distance(point, adjacent_point);\n\n            if (len <= min(segment_len, adjacent_len))\n                // Normal behaviour.\n                xy = point - point_right*(len*a_position.y);\n            else\n                // For short wide line segments the inner point using the above\n                // calculation can be outside of the line.  Here clipping it.\n                xy = point + segment_right*(halfwidth*turn_sign);\n        }\n        else {\n            // Point along outside edge.\n            xy = point - segment_right*(halfwidth*a_position.y);\n            if (join_type == round_join &&\n                miter_factor > min_miter_factor_round_join_mesh) {\n                xy = line_intersection(xy, segment_along,\n                                       point - turn_sign*point_right*halfwidth,\n                                       right_vector(point_right));\n            }\n        }\n    }\n\n    vec2 pos = xy + 0.5;  // Bokeh's offset.\n    pos /= u_canvas_size / u_pixel_ratio;  // in 0..1\n    gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n\n    v_coords.x = dot(xy - a_point_start, segment_along);\n    v_flags = float(int(has_start_cap) +\n                    2*int(has_end_cap) +\n                    4*int(miter_too_large_start) +\n                    8*int(miter_too_large_end));\n    v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\n    v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\n\n#ifdef DASHED\n    v_length_so_far = a_length_so_far;\n#endif\n}\n"},
+416: function _(n,t,a,i,e){i();a.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform vec4 u_line_color;\n#ifdef DASHED\nuniform sampler2D u_dash_tex;\nuniform vec4 u_dash_tex_info;\nuniform float u_dash_scale;\nuniform float u_dash_offset;\n#endif\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;\nvarying float v_cos_theta_turn_right_start;\nvarying float v_cos_theta_turn_right_end;\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\n{\n    // +ve if point to right of line.\n    // Alternatively could do dot product with right_vector.\n    return cross_z(point - start, end - start);\n}\n\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\n{\n    return point_line_side(point, start, end) / distance(start, end);\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\n{\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n    float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\n\n    // In v_coords reference frame (x is along segment, y across).\n    vec2 line_start = vec2(distance_along, halfwidth*turn_right);\n    float sin_alpha = cos_theta;\n    float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\n    vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\n\n    return halfwidth + sign_start*point_line_distance(\n        v_coords, line_start, line_start+line_along);\n}\n\nfloat cap(in int cap_type, in float x, in float y)\n{\n    // x is distance along segment in direction away from end of segment,\n    // y is distance across segment.\n    if (cap_type == butt_cap)\n        return max(0.5*u_linewidth - x, abs(y));\n    else if (cap_type == square_cap)\n        return max(-x, abs(y));\n    else  // cap_type == round_cap\n        return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\n}\n\nfloat distance_to_alpha(in float dist)\n{\n    return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\n                            0.5*(u_linewidth + u_antialias), dist);\n}\n\n#ifdef DASHED\nfloat dash_distance(in float x)\n{\n    // x is in direction of v_coords.x, i.e. along segment.\n    float tex_length = u_dash_tex_info.x;\n    float tex_offset = u_dash_tex_info.y;\n    float tex_dist_min = u_dash_tex_info.z;\n    float tex_dist_max = u_dash_tex_info.w;\n\n    // Apply offset.\n    x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\n\n    // Interpolate within texture to obtain distance to dash.\n    float dist = texture2D(u_dash_tex,\n                           vec2(x / (tex_length*u_dash_scale), 0.0)).a;\n\n    // Scale distance within min and max limits.\n    dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\n\n    return u_dash_scale*dist;\n}\n\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\n{\n    // Return clipped dash distance, sign_along is +1.0 if looking forward\n    // into next segment and -1.0 if looking backward into previous segment.\n    float half_antialias = 0.5*u_antialias;\n\n    if (sign_along*x > half_antialias) {\n        // Outside antialias region, use usual dash distance.\n        return dash_distance(offset + x);\n    }\n    else {\n        // Inside antialias region.\n        // Dash distance at edge of antialias region clipped to half_antialias.\n        float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\n\n        // Physical distance from dash distance at edge of antialias region.\n        return edge_dist + sign_along*x - half_antialias;\n    }\n}\n\nmat2 rotation_matrix(in float sign_start)\n{\n    // Rotation matrix for v_coords from this segment to prev or next segment.\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n\n    float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\n    float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\n    float sin_2theta = 2.0*sin_theta*cos_theta;\n    return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\n}\n#endif\n\nvoid main()\n{\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    float half_antialias = 0.5*u_antialias;\n\n    // Extract flags.\n    int flags = int(v_flags + 0.5);\n    bool miter_too_large_end = (flags / 8 > 0);\n    flags -= 8*int(miter_too_large_end);\n    bool miter_too_large_start = (flags / 4 > 0);\n    flags -= 4*int(miter_too_large_start);\n    bool has_end_cap = (flags / 2 > 0);\n    flags -= 2*int(has_end_cap);\n    bool has_start_cap = flags > 0;\n\n    float dist = v_coords.y;  // For straight segment, and miter join.\n\n    // Along-segment coords with respect to end of segment, +ve inside segment\n    // so equivalent to v_coords.x at start of segment.\n    float end_coords_x = v_segment_length - v_coords.x;\n\n    if (v_coords.x <= half_antialias) {\n        // At start of segment, either cap or join.\n        if (has_start_cap)\n            dist = cap(cap_type, v_coords.x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(0.0, 0.0));\n        else if (join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_start))\n            dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n    else if (end_coords_x <= half_antialias) {\n        // At end of segment, either cap or join.\n        if (has_end_cap)\n            dist = cap(cap_type, end_coords_x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(v_segment_length, 0));\n        else if ((join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_end)))\n            dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n\n    float alpha = distance_to_alpha(abs(dist));\n\n#ifdef DASHED\n    if (u_dash_tex_info.x >= 0.0) {\n        // Dashes in straight segments (outside of joins) are easily calculated.\n        dist = dash_distance(v_coords.x);\n\n        if (!has_start_cap && cap_type == butt_cap) {\n            if (v_coords.x < half_antialias) {\n                // Outer of start join rendered solid color or not at all\n                // depending on whether corner point is in dash or gap, with\n                // antialiased ends.\n                if (dash_distance(0.0) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -v_coords.x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (v_coords.x > -half_antialias) {\n                        // Consider antialias region of dash after start region.\n                        float edge_dist = min(dash_distance(half_antialias), half_antialias);\n                        dist = max(dist, edge_dist + v_coords.x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 prev_coords = rotation_matrix(1.0)*v_coords;\n\n            if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\n                // Extend dashes across from end of previous segment, with antialiased end.\n                float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        if (!has_end_cap && cap_type == butt_cap) {\n            if (end_coords_x < half_antialias) {\n                // Similar for end join.\n                if (dash_distance(v_segment_length) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -end_coords_x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(v_segment_length - half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (end_coords_x > -half_antialias) {\n                        // Consider antialias region of dash before end region.\n                        float edge_dist = min(dash_distance(v_segment_length - half_antialias),\n                                              half_antialias);\n                        dist = max(dist, edge_dist + end_coords_x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\n\n            if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\n                // Extend dashes across from next segment, with antialiased end.\n                float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        dist = cap(cap_type, dist, v_coords.y);\n\n        float dash_alpha = distance_to_alpha(dist);\n        alpha = min(alpha, dash_alpha);\n    }\n#endif\n\n    alpha = u_line_color.a*alpha;\n    gl_FragColor = vec4(u_line_color.rgb*alpha, alpha);  // Premultiplied alpha.\n}\n"},
+417: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nattribute vec2 a_position;\nattribute vec2 a_center;\nattribute float a_width;\nattribute float a_height;\nattribute float a_angle; // In radians\nattribute float a_linewidth;\nattribute vec4 a_line_color;\nattribute vec4 a_fill_color;\nattribute float a_line_cap;\nattribute float a_line_join;\nattribute float a_show;\n#ifdef HATCH\nattribute float a_hatch_pattern;\nattribute float a_hatch_scale;\nattribute float a_hatch_weight;\nattribute vec4 a_hatch_color;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_antialias;\nuniform float u_size_hint;\n\nvarying float v_linewidth;\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\nvoid main()\n{\n  if (a_show < 0.5) {\n    // Do not show this rect.\n    gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n    return;\n  }\n\n  v_size = vec2(a_width, a_height);\n  v_linewidth = a_linewidth;\n  v_line_color = a_line_color;\n  v_fill_color = a_fill_color;\n  v_line_cap = a_line_cap;\n  v_line_join = a_line_join;\n\n  if (v_linewidth < 1.0) {\n    // Linewidth less than 1 is implemented as 1 but with reduced alpha.\n    v_line_color.a *= v_linewidth;\n    v_linewidth = 1.0;\n  }\n\n#ifdef HATCH\n  v_hatch_pattern = a_hatch_pattern;\n  v_hatch_scale = a_hatch_scale;\n  v_hatch_weight = a_hatch_weight;\n  v_hatch_color = a_hatch_color;\n#endif\n\n  vec2 enclosing_size;\n  // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\n  // edge of bounding box.  If symmetric spike towards edge then multiply by\n  // 1/cos(theta) where theta is angle between spike and bbox edges.\n  int size_hint = int(u_size_hint + 0.5);\n  if (size_hint == 1)  // Dash\n    enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\n                          v_linewidth + u_antialias);\n  else if (size_hint == 2)  // Dot\n    enclosing_size = 0.25*v_size + u_antialias;\n  else if (size_hint == 3)  // Diamond\n    enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\n                          v_size.y + (v_linewidth + u_antialias)*1.80278);\n  else if (size_hint == 4)  // Hex\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\n  else if (size_hint == 5)  // Square pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\n  else if (size_hint == 6)  // Triangle\n    enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\n                          v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\n  else if (size_hint == 7)  // Triangle pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\n  else if (size_hint == 8)  // Star\n    enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\n                          v_size.y + (v_linewidth + u_antialias)*3.2);\n  else\n    enclosing_size = v_size + v_linewidth + u_antialias;\n\n  // Coordinates in rotated frame with respect to center of marker, used for\n  // distance functions in fragment shader.\n  v_coords = a_position*enclosing_size;\n\n  float c = cos(-a_angle);\n  float s = sin(-a_angle);\n  mat2 rotation = mat2(c, -s, s, c);\n\n  vec2 pos = a_center + rotation*v_coords;\n#ifdef HATCH\n  // Coordinates for hatching in unrotated frame of reference.\n  v_hatch_coords = pos - 0.5;\n#endif\n  pos += 0.5; // Make up for Bokeh's offset.\n  pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\n  gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n}\n"},
+418: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nconst float SQRT2 = sqrt(2.0);\nconst float SQRT3 = sqrt(3.0);\nconst float PI = 3.14159265358979323846;\n\nconst int butt_cap = 0;\nconst int round_cap = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\n#ifdef HATCH\nconst int hatch_dot = 1;\nconst int hatch_ring = 2;\nconst int hatch_horizontal_line = 3;\nconst int hatch_vertical_line = 4;\nconst int hatch_cross = 5;\nconst int hatch_horizontal_dash = 6;\nconst int hatch_vertical_dash = 7;\nconst int hatch_spiral = 8;\nconst int hatch_right_diagonal_line = 9;\nconst int hatch_left_diagonal_line = 10;\nconst int hatch_diagonal_cross = 11;\nconst int hatch_right_diagonal_dash = 12;\nconst int hatch_left_diagonal_dash = 13;\nconst int hatch_horizontal_wave = 14;\nconst int hatch_vertical_wave = 15;\nconst int hatch_criss_cross = 16;\n#endif\n\nuniform float u_antialias;\n\nvarying float v_linewidth;\nvarying vec2 v_size;\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\n// on top of the fill rather than astride it.\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) ||     defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) ||     defined(USE_TRIANGLE_DOT)\n  #define APPEND_DOT\n#endif\n\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\n  #define APPEND_CROSS\n#endif\n\n#ifdef USE_DIAMOND_CROSS\n  #define APPEND_CROSS_2\n#endif\n\n#ifdef USE_CIRCLE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (0.5*v_size.x)\n#endif\n\n#ifdef USE_SQUARE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (v_size.x/SQRT2)\n#endif\n\n#ifdef USE_CIRCLE_Y\n  #define APPEND_Y\n#endif\n\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) ||     defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\n  // No fill.\n  #define LINE_ONLY\n#endif\n\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) ||     defined(APPEND_X) || defined(APPEND_Y)\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\n{\n  vec2 offset = p - end_point;\n  if (line_cap == butt_cap)\n    return dot(offset, unit_direction) + 0.5*v_linewidth;\n  else if (line_cap == square_cap)\n    return dot(offset, unit_direction);\n  else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\n    return length(offset);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\n// the line segments.  The line through these points is the bevel line, characterised by a vec2\n// unit_normal and offset distance from the corner point.  Edge of bevel join straddles this line,\n// round join occurs outside of this line centred on the corner point.  In general\n//   offset = (linewidth/2)*sin(alpha/2)\n// where alpha is the angle between the 2 line segments at the corner.\nfloat line_join_distance_no_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\n{\n  // Simplified version of line_join_distance ignoring miter which most markers do implicitly\n  // as they are composed of straight line segments.\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\n// calling function.\nfloat line_join_distance_incl_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\n  vec2 miter_unit_normal)\n{\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == miter_join && dist_outside > 0.0)\n    return dot((p - corner), miter_unit_normal);\n  else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) ||     defined(USE_CROSS) || defined(USE_X)\nfloat one_cross(in vec2 p, in int line_cap, in float len)\n{\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#ifdef APPEND_CROSS_2\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\n{\n  // Cross with different length in x and y directions.\n  p = abs(p);\n  bool switch_xy = (p.y > p.x);\n  p = switch_xy ? p.yx : p.xy;\n  float len = switch_xy ? lengths.y : lengths.x;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(APPEND_Y) || defined(USE_Y)\nfloat one_y(in vec2 p, in int line_cap, in float len)\n{\n  p = vec2(abs(p.x), -p.y);\n\n  // End point of line to right is (1/2, 1/3)*len*SQRT3.\n  // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\n  const float k = 6.0/sqrt(13.0);\n  vec2 unit_along = vec2(0.5*k, k/3.0);\n  vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\n  float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\n                   end_cap_distance(p, end_point, unit_along, line_cap));\n\n  if (p.y < 0.0) {\n    // Vertical line.\n    float vert_dist = max(p.x,\n                          end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\n    dist = min(dist, vert_dist);\n  }\n  return dist;\n}\n#endif\n\n// One marker_distance function per marker type.\n// Distance is zero on edge of marker, +ve outside and -ve inside.\n\n#ifdef USE_ASTERISK\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  float len = 0.5*v_size.x;\n  return min(one_cross(p, line_cap, len),  // cross\n             one_cross(p_diag, line_cap, len));  // x\n}\n#endif\n\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) ||     defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return length(p) - 0.5*v_size.x;\n}\n#endif\n\n#ifdef USE_CROSS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_DASH\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  p = abs(p);\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\n  // where r = radius = v_size.x/2.\n  // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\n  // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\n  p = abs(p);\n  float r = 0.5*v_size.x;\n  const float SQRT13 = sqrt(13.0);\n  float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_DOT\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Dot is always appended.\n  return v_linewidth+u_antialias;\n}\n#endif\n\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // A regular hexagon has v_size.x == v.size_y = r where r is the length of\n  // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\n  // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\n  // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\n  // Sloping line has outward normal vec2(h, rx/2).  Length of this is\n  // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\n  // from origin of this line is rx*h/len.\n  p = abs(p);\n  float rx = v_size.x/2.0;\n  float h = v_size.y*(SQRT3/4.0);\n  float len_normal = sqrt(h*h + 0.25*rx*rx);\n  vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\n  float dist = max(dot(p, unit_normal) - rx*h/len_normal,  // Distance from sloping line.\n                   p.y - h);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\n\n    unit_normal = normalize(unit_normal + vec2(0.0, 1.0));  // At (rx/2, h) corner.\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\n  }\n  return dist;\n}\n#endif\n\n#ifdef USE_PLUS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider one octant, the +ve quadrant with x >= y.\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n\n  // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\n  float r = 0.5*v_size.x;\n  p = p - vec2(r, 0.375*r);  // Distance with respect to outside corner\n  float dist = max(p.x, p.y);\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n    // Inside corner\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) ||     defined(USE_SQUARE_X)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  vec2 p2 = abs(p) - v_size/2.0;  // Offset from corner\n  float dist = max(p2.x, p2.y);\n\n  if (line_join != miter_join)\n    dist = max(dist, line_join_distance_no_miter(\n      p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_SQUARE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  // p is in octant between y=0 and y=x.\n  // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\n  // Circular arc that passes through the same points has center at\n  // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\n  // x - 11r/16 = 1.75626 precisely.\n  float r = 0.5*v_size.x;\n  float center_x = r*2.44375;\n  float radius = r*1.75626;\n  float dist = radius - distance(p, vec2(center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8/5) - pi/4)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\n    vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\n\n  return dist;\n}\n#endif\n\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  const float SQRT5 = sqrt(5.0);\n  const float COS72 = 0.25*(SQRT5 - 1.0);\n  const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\n\n  float angle = atan(p.x, p.y);  // In range -pi to +pi clockwise from +y direction.\n  angle = mod(angle, 0.4*PI) - 0.2*PI;  // In range -pi/5 to +pi/5 clockwise from +y direction.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in pi/10 (36 degree) sector.\n\n  // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\n  // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\n  // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\n  float r = 0.5*v_size.x;\n  float a = r*sqrt(5.0 - 2.0*SQRT5);\n  float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\n\n    // Inside corner\n    const float COS36 = sqrt(0.5 + COS72/2.0);\n    const float SIN36 = sqrt(0.5 - COS72/2.0);\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\n  // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\n  // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\n  // and distance from origin of a.  Horizontal line has outward-facing unit normal\n  // vec2(0, 1) and distance from origin of a.\n  float r = 0.5*v_size.x;\n  float a = r*SQRT3/3.0;\n\n  // Only need to consider +ve x.\n#ifdef USE_INVERTED_TRIANGLE\n  p = vec2(abs(p.x), -p.y);\n#else\n  p = vec2(abs(p.x), p.y);\n#endif\n\n  float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a,  // Distance from sloping line.\n                   p.y - a);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_TRIANGLE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  float angle = atan(p.x, -p.y);  // In range -pi to +pi.\n  angle = mod(angle, PI*2.0/3.0) - PI/3.0;  // In range -pi/3 to pi/3.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in range 0 to pi/3.\n  // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\n  // a = r/SQRT3, b = 3a/8 = r SQRT3/8.  Circular arc that passes through the same points has\n  // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\n  // Ignore r factor until the end so can use const.\n  const float a = 1.0/SQRT3;\n  const float b = SQRT3/8.0;\n  const float c = (a-b)/2.0;\n  const float x = (1.0 - c*c) / (2.0*c);\n  const float center_x = x + a;\n  const float radius = x + c;\n  float r = 0.5*v_size.x;\n  float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\n    vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_X\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_Y\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_y(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\n// on antialiasing width.\nfloat distance_to_fraction(in float dist)\n{\n  return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\n}\n\n// Return fraction from 0 (no fill color) to 1 (full fill color).\nfloat fill_fraction(in float dist)\n{\n  return distance_to_fraction(dist);\n}\n\n// Return fraction in range 0 (no line color) to 1 (full line color).\nfloat line_fraction(in float dist)\n{\n  return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\n}\n\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\nvec4 fractional_color(in vec4 color, in float fraction)\n{\n  color.a *= fraction;\n  color.rgb *= color.a;\n  return color;\n}\n\n// Blend colors that have premultiplied alpha.\nvec4 blend_colors(in vec4 src, in vec4 dest)\n{\n  return (1.0 - src.a)*dest + src;\n}\n\n#ifdef APPEND_DOT\nfloat dot_fraction(in vec2 p)\n{\n  // Assuming v_size.x == v_size.y\n  float radius = 0.125*v_size.x;\n  float dot_distance = max(length(p) - radius, -0.5*u_antialias);\n  return fill_fraction(dot_distance);\n}\n#endif\n\n#ifdef HATCH\n// Wrap coordinate(s) by removing integer part to give distance from center of\n// repeat, in the range -0.5 to +0.5.\nfloat wrap(in float x)\n{\n  return fract(x) - 0.5;\n}\n\nvec2 wrap(in vec2 xy)\n{\n  return fract(xy) - 0.5;\n}\n\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\n{\n  float scale = v_hatch_scale; // Hatch repeat distance.\n\n  // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\n  coords = coords / scale;\n  float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\n\n  // Default is to return fraction of zero, i.e. no pattern.\n  float dist = u_antialias;\n\n  if (hatch_pattern == hatch_dot) {\n    const float dot_radius = 0.25;\n    dist = length(wrap(coords)) - dot_radius;\n  }\n  else if (hatch_pattern == hatch_ring) {\n    const float ring_radius = 0.25;\n    dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_line) {\n    dist = abs(wrap(coords.y)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_line) {\n    dist = abs(wrap(coords.x)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_cross) {\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_dash) {\n    // Dashes have square caps.\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.y)),\n               abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_dash) {\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.x)),\n               abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_spiral) {\n    vec2 wrap2 = wrap(coords);\n    float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\n    // Canvas spiral radius increases by scale*pi/15 each rotation.\n    const float dr = PI/15.0;\n    float radius = length(wrap2);\n    // At any angle, spiral lines are equally spaced dr apart.\n    // Find distance to nearest of these lines.\n    float frac = fract((radius - dr*angle) / dr); // 0 to 1.\n    dist = dr*(abs(frac - 0.5));\n    dist = min(dist, radius) - halfwidth; // Consider center point also.\n  }\n  else if (hatch_pattern == hatch_right_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_diagonal_cross) {\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_right_diagonal_dash) {\n    float across = coords.x + coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x - coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_dash) {\n    float across = coords.x - coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x + coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_wave) {\n    float wrapx = wrap(coords.x);\n    float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\n    dist = abs(wrapy) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_wave) {\n    float wrapy = wrap(coords.y);\n    float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\n    dist = abs(wrapx) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_criss_cross) {\n    float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\n\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\n\n    dist = min(plus, X) - halfwidth;\n  }\n\n  return distance_to_fraction(dist*scale);\n}\n#endif\n\nvoid main()\n{\n  int line_cap = int(v_line_cap + 0.5);\n  int line_join = int(v_line_join + 0.5);\n#ifdef HATCH\n  int hatch_pattern = int(v_hatch_pattern + 0.5);\n#endif\n\n  float dist = marker_distance(v_coords, line_cap, line_join);\n\n#ifdef LINE_ONLY\n  vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\n#else\n  float fill_frac = fill_fraction(dist);\n  vec4 color = fractional_color(v_fill_color, fill_frac);\n#endif\n\n#if defined(HATCH) && !defined(LINE_ONLY)\n  if (hatch_pattern > 0 && fill_frac > 0.0) {\n    float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\n    vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\n    color = blend_colors(hatch_color, color);\n  }\n#endif\n\n  float line_frac = line_fraction(dist);\n\n#ifdef APPEND_DOT\n  line_frac = max(line_frac, dot_fraction(v_coords));\n#endif\n#ifdef APPEND_CROSS\n  line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n#ifdef APPEND_CROSS_2\n  vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\n  line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\n#endif\n#ifdef APPEND_X\n  vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\n  line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\n#endif\n#ifdef APPEND_Y\n  line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n\n  if (line_frac > 0.0) {\n    vec4 line_color = fractional_color(v_line_color, line_frac);\n    color = blend_colors(line_color, color);\n  }\n\n  gl_FragColor = color;\n}\n"},
+419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__="BaseMarkerGL",l.missing_point=-1e4},
+420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__="BaseGLGlyph"},
+421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e<t;e++)a[e]=r[e];this.update()}set_from_prop(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=r.get(t);this.update(r.is_Scalar())}set_from_scalar(r,t=4){this.get_sized_array(t).fill(r),this.update(!0)}to_attribute_config(r=0){return{buffer:this.buffer,divisor:this.is_scalar?0:1,normalized:this.is_normalized(),offset:r}}update(r=!1){null==this.buffer?this.buffer=this.regl_wrapper.buffer({usage:"dynamic",data:this.array}):this.buffer({data:this.array}),this.is_scalar=r}}n.__name__="WrappedBuffer";class l extends n{new_array(r){return new Float32Array(r)}}a.Float32Buffer=l,l.__name__="Float32Buffer";class o extends n{new_array(r){return new Uint8Array(r)}set_from_color(r,t,a=4){const e=r.is_Scalar()&&t.is_Scalar(),s=e?a:r.length,i=this.get_sized_array(4*s);for(let a=0;a<s;a++){const[e,s,n,l]=(0,_.color2rgba)(r.get(a),t.get(a));i[4*a]=e,i[4*a+1]=s,i[4*a+2]=n,i[4*a+3]=l}this.update(e)}set_from_hatch_pattern(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=(0,i.hatch_pattern_to_index)(r.get(t));this.update(r.is_Scalar())}set_from_line_cap(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.cap_lookup[r.get(t)];this.update(r.is_Scalar())}set_from_line_join(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.join_lookup[r.get(t)];this.update(r.is_Scalar())}}a.Uint8Buffer=o,o.__name__="Uint8Buffer";class h extends o{is_normalized(){return!0}}a.NormalizedUint8Buffer=h,h.__name__="NormalizedUint8Buffer"},
+422: function _(a,e,r,n,t){n();const i=a(52);r.cap_lookup={butt:0,round:1,square:2},r.join_lookup={miter:0,round:1,bevel:2};const o={blank:0,dot:1,ring:2,horizontal_line:3,vertical_line:4,cross:5,horizontal_dash:6,vertical_dash:7,spiral:8,right_diagonal_line:9,left_diagonal_line:10,diagonal_cross:11,right_diagonal_dash:12,left_diagonal_dash:13,horizontal_wave:14,vertical_wave:15,criss_cross:16};r.hatch_pattern_to_index=function(a){var e,r;return null!==(r=o[null!==(e=i.hatch_aliases[a])&&void 0!==e?e:a])&&void 0!==r?r:0},r.marker_type_to_size_hint=function(a){switch(a){case"dash":return 1;case"dot":return 2;case"diamond":case"diamond_cross":case"diamond_dot":return 3;case"hex":return 4;case"square_pin":return 5;case"inverted_triangle":case"triangle":case"triangle_dot":return 6;case"triangle_pin":return 7;case"star":case"star_dot":return 8;default:return 0}}},
+423: function _(s,t,i,e,r){e();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"circle")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s),i=this._widths.get_sized_array(s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point),i[e]=2*this.glyph.sradius[e];this._centers.update(),this._widths.update(),this._angles.set_from_prop(this.glyph.angle)}}i.CircleGL=l,l.__name__="CircleGL"},
+424: function _(s,t,e,_,h){_();const a=s(419),i=s(421);class l extends a.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}_draw_impl(s,t,e,_){e.data_changed&&(e._set_data(),e.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const h=e.nvertices;null==this._show&&(this._show=new i.Uint8Buffer(this.regl_wrapper));const a=this._show.length,l=this._show.get_sized_array(h);if(s.length<h){this._show_all=!1;for(let s=0;s<h;s++)l[s]=0;for(let t=0;t<s.length;t++)l[s[t]]=255}else if(!this._show_all||a!=h){this._show_all=!0;for(let s=0;s<h;s++)l[s]=255}this._show.update(),this._draw_one_marker_type(_,t,e)}}e.SingleMarkerGL=l,l.__name__="SingleMarkerGL"},
+425: function _(s,t,e,i,h){i();const r=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"hex")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=new r.Float32Buffer(this.regl_wrapper),this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),"pointytop"==this.glyph.model.orientation?(this._angles.set_from_scalar(.5*Math.PI),this._widths.set_from_scalar(2*this.glyph.svy[0]),this._heights.set_from_scalar(4*this.glyph.svx[4]/Math.sqrt(3))):(this._angles.set_from_scalar(0),this._widths.set_from_scalar(2*this.glyph.svx[0]),this._heights.set_from_scalar(4*this.glyph.svy[4]/Math.sqrt(3)))}}e.HexTileGL=l,l.__name__="HexTileGL"},
+426: function _(s,i,t,h,e){h();const _=s(420),l=s(22),a=s(46),n=s(422),o=s(421);class r extends _.BaseGLGlyph{constructor(s,i){super(s,i),this.glyph=i,this._antialias=1.5,this._miter_limit=5}draw(s,i,t){const h=i.glglyph;this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),h.data_changed&&(h._set_data(),h.data_changed=!1);const e=this.glyph.visuals.line,_=n.cap_lookup[e.line_cap.value],l=n.join_lookup[e.line_join.value],a=h._points,o={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[t.width,t.height],pixel_ratio:t.pixel_ratio,line_color:this._color,linewidth:this._linewidth,antialias:this._antialias,miter_limit:this._miter_limit,points:a,show:h._show,nsegments:a.length/2-3,line_join:l,line_cap:_};if(this._is_dashed()){const s=Object.assign(Object.assign({},o),{length_so_far:this._length_so_far,dash_tex:this._dash_tex,dash_tex_info:this._dash_tex_info,dash_scale:this._dash_scale,dash_offset:this._dash_offset});this.regl_wrapper.dashed_line()(s)}else this.regl_wrapper.solid_line()(o)}_is_dashed(){return this._line_dash.length>0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;i<s+1;i++)t[2*i]=this.glyph.sx[i-1],t[2*i+1]=this.glyph.sy[i-1];this._is_closed?(t[0]=t[2*s-2],t[1]=t[2*s-1],t[2*s+2]=t[4],t[2*s+3]=t[5]):(t[0]=0,t[1]=0,t[2*s+2]=0,t[2*s+3]=0),this._points.update(),null==this._show&&(this._show=new o.Uint8Buffer(this.regl_wrapper));const h=this._show.get_sized_array(s+1);let e=isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]);for(let i=1;i<s;i++){const s=isFinite(this.glyph.sx[i])&&isFinite(this.glyph.sy[i]);h[i]=e&&s?1:0,e=s}if(this._is_closed?(h[0]=h[s-1],h[s]=h[1]):(h[0]=0,h[s]=0),this._show.update(),this._is_dashed()){null==this._length_so_far&&(this._length_so_far=new o.Float32Buffer(this.regl_wrapper));const s=this._length_so_far.get_sized_array(i);let e=0;for(let _=0;_<i;_++)s[_]=e,1==h[_+1]&&(e+=Math.sqrt((t[2*_+4]-t[2*_+2])**2+(t[2*_+5]-t[2*_+3])**2));this._length_so_far.update()}}_set_visuals(){const s=this.glyph.visuals.line,i=(0,l.color2rgba)(s.line_color.value,s.line_alpha.value);this._color=i.map((s=>s/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__="LineGL"},
+427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r<s;r++){const s=this.glyph.sleft[r],h=this.glyph.sright[r],n=this.glyph.stop[r],_=this.glyph.sbottom[r];isFinite(s)&&isFinite(h)&&isFinite(n)&&isFinite(_)?(t[2*r]=(s+h)/2,t[2*r+1]=(n+_)/2,i[r]=Math.abs(n-_),e[r]=Math.abs(h-s)):(t[2*r]=a.SingleMarkerGL.missing_point,t[2*r+1]=a.SingleMarkerGL.missing_point,i[r]=a.SingleMarkerGL.missing_point,e[r]=a.SingleMarkerGL.missing_point)}this._centers.update(),this._heights.update(),this._widths.update()}}i.LRTBGL=n,n.__name__="LRTBGL"},
+428: function _(s,t,e,i,_){i();const h=s(419),r=s(421);class a extends h.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){const i=t.glglyph;i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const _=i.nvertices;null==this._show&&(this._show=new r.Uint8Buffer(this.regl_wrapper));const h=i._unique_marker_types.length;for(const t of i._unique_marker_types){if(null==t)continue;let r=_;const a=this._show.length,n=this._show.get_sized_array(_);if(h>1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=h.BaseMarkerGL.missing_point,t[2*e+1]=h.BaseMarkerGL.missing_point);this._centers.update(),this._widths.set_from_prop(this.glyph.size),this._angles.set_from_prop(this.glyph.angle),this._marker_types=this.glyph.marker,this._unique_marker_types=[...new Set(this._marker_types)]}}e.MultiMarkerGL=a,a.__name__="MultiMarkerGL"},
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+    </script>
+    <script type="text/javascript">
+      (function() {
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+          Bokeh.safely(function() {
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+              root.Bokeh.embed.embed_items(docs_json, render_items);
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+        if (document.readyState != "loading") fn();
+        else document.addEventListener("DOMContentLoaded", fn);
+      })();
+    </script>
+  </body>
+</html><figcaption>
+<p><span class="caption-number">Figure 6 </span><span class="caption-text"><span class="caption-text">
+Inference time</span><a class="headerlink" href="#performance-and-classification-of-buildlocalcputvmtensorflowclassificationjsonbuild-local-cpu-tvm-tensorflow-classification-json-inferencetime" title="Permalink to this image">¶</a></figcaption>
+</figure>
+<ul class="simple">
+<li><p><em>First inference duration</em> (usually including allocation time): <strong>0.07878161200000022</strong>,</p></li>
+<li><p><em>Mean</em>: <strong>0.07408555872653132 s</strong>,</p></li>
+<li><p><em>Standard deviation</em>: <strong>0.00039573146951384466 s</strong>,</p></li>
+<li><p><em>Median</em>: <strong>0.07406083250000961 s</strong>.</p></li>
+</ul>
+<h3 id="average-cpu-usage">Average CPU usage<a class="headerlink" href="#average-cpu-usage" title="Permalink to this heading">¶</a></h3>
+<figure class="align-center" id="performance-and-classification-of-buildlocalcputvmtensorflowclassificationjsonbuild-local-cpu-tvm-tensorflow-classification-json-cpuusage">
+<!DOCTYPE html>
+<html lang="en">
+  <head>
+    <link rel="preload" href="https://fonts.googleapis.com/css?family=Lato">
+    <meta charset="utf-8">
+    <title>Bokeh Application</title>
+    <script type="text/javascript">
+        /* BEGIN bokeh.min.js */
+/*!
+ * Copyright (c) 2012 - 2022, Anaconda, Inc., and Bokeh Contributors
+ * All rights reserved.
+ * 
+ * Redistribution and use in source and binary forms, with or without modification,
+ * are permitted provided that the following conditions are met:
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+ * Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ * 
+ * Redistributions in binary form must reproduce the above copyright notice,
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+ * 
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+ * may be used to endorse or promote products derived from this software
+ * without specific prior written permission.
+ * 
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+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ * THE POSSIBILITY OF SUCH DAMAGE.
+ */
+(function(root, factory) {
+  const bokeh = factory();
+  bokeh.__bokeh__ = true;
+  if (typeof root.Bokeh === "undefined" || typeof root.Bokeh.__bokeh__ === "undefined") {
+    root.Bokeh = bokeh;
+  }
+  const Bokeh = root.Bokeh;
+  Bokeh[bokeh.version] = bokeh;
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h.Signal0(this,"idle"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof y.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e,t=null){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_finalize=t,this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&(this._interactive_plot.trigger_event(new a.LODEnd),null!=this._interactive_finalize&&this._interactive_finalize()),this._interactive_plot=null,this._interactive_timestamp=null,this._interactive_finalize=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error("Attempted to overwrite a document with itself");e.clear();const t=(0,g.copy)(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug("invalidating document models"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new z.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof M.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof z.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new z.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const i of e){const e=i.id,r=i.type,l=null!==(o=i.attributes)&&void 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,r,l,s),null!=i.subtype&&_.set_subtype(i.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var i;if((0,f.is_ref)(e)){const o=null!==(i=t.get(e.id))&&void 0!==i?i:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}if((0,u.is_NDArray_ref)(e)){const{buffer:t,dtype:s,shape:n}=(0,u.decode_NDArray)(e,o);return(0,m.ndarray)(t,{dtype:s,shape:n})}return(0,b.isArray)(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):(0,b.isPlainObject)(e)?function(e){const t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:"ModelChanged",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),i=Object.keys(t.attributes),r=(0,g.difference)(n,i),l=(0,g.difference)(i,n),a=(0,g.intersection)(n,i),c=[];for(const e of r)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const i=t.attributes[n];c.push(E._event_for_attribute_change(e,n,i,s,o))}for(const n of a){const i=e.attributes[n],r=t.attributes[n];null==i&&null==r||(null==i||null==r?c.push(E._event_for_attribute_change(e,n,r,s,o)):"data"==n||(0,w.is_equal)(i,r)||c.push(E._event_for_attribute_change(e,n,r,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),i=new Map,r=[];for(const t of e.roots.root_ids)i.set(t,n.get(t)),r.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(r.sort(),a.sort(),(0,g.difference)(r,a).length>0||(0,g.difference)(a,r).length>0)throw new Error("Not implemented: computing add/remove of document roots");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug("Creating Document from JSON");const t=e.version,s=-1!==t.indexOf("+")||-1!==t.indexOf("-"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\./,"$1")==t?_.logger.debug(o):(_.logger.warn("JS/Python version mismatch"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error("Cannot create a patch using events from a different document");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case"RootAdded":case"RootRemoved":case"ModelChanged":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}"`),new Error("event model wasn't known");break}}const r=new Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case"MessageSent":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error("expected exactly one buffer");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case"ModelChanged":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case"ColumnDataChanged":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case"ColumnsStreamed":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot stream to non-ColumnDataSource");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case"ColumnsPatched":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot patch non-ColumnDataSource");const n=e.patches;o.patch(n,s);break}case"RootAdded":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case"RootRemoved":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case"TitleChanged":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__="Document"},
+function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__="ModelResolver";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},
+function _(n,t,r,e,i){e();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||"[object Boolean]"===u.call(n)}function f(n){return"[object Number]"===u.call(n)}function l(n){return"[object String]"===u.call(n)}function s(n){return"symbol"==typeof n}function a(n){const t=typeof n;return"function"===t||"object"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return"[object Function]"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&"length"in n}},
+function _(n,t,e,r,o){r();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const i=n(10),u=n(11),c=n(12);o("map",c.map),o("reduce",c.reduce),o("min",c.min),o("min_by",c.min_by),o("max",c.max),o("max_by",c.max_by),o("sum",c.sum),o("cumsum",c.cumsum),o("every",c.every),o("some",c.some),o("find",c.find),o("find_last",c.find_last),o("find_index",c.find_index),o("find_last_index",c.find_last_index),o("sorted_index",c.sorted_index),o("is_empty",c.is_empty);const f=Array.prototype.slice;function s(n){return f.call(n)}function a(n){return[].concat(...n)}function l(n,t){return-1!==n.indexOf(t)}function m(n,t,e=1){(0,u.assert)(e>0,"'step' must be a positive number"),null==t&&(t=n,n=0);const{max:r,ceil:o,abs:i}=Math,c=n<=t?e:-e,f=r(o(i(t-n)/e),0),s=new Array(f);for(let t=0;t<f;t++,n+=c)s[t]=n;return s}e.head=function(n){return n[0]},e.tail=function(n){return n[n.length-1]},e.last=function(n){return n[n.length-1]},e.copy=s,e.concat=a,e.includes=l,e.contains=l,e.nth=function(n,t){return n[t>=0?t:n.length+t]},e.zip=function(...n){if(0==n.length)return[];const t=(0,c.min)(n.map((n=>n.length))),e=n.length,r=new Array(t);for(let o=0;o<t;o++){r[o]=new Array(e);for(let t=0;t<e;t++)r[o][t]=n[t][o]}return r},e.unzip=function(n){const t=n.length,e=(0,c.min)(n.map((n=>n.length))),r=Array(e);for(let n=0;n<e;n++)r[n]=new Array(t);for(let o=0;o<t;o++)for(let t=0;t<e;t++)r[t][o]=n[o][t];return r},e.range=m,e.linspace=function(n,t,e=100){const r=(t-n)/(e-1),o=new Array(e);for(let t=0;t<e;t++)o[t]=n+r*t;return o},e.transpose=function(n){const t=n.length,e=n[0].length,r=[];for(let o=0;o<e;o++){r[o]=[];for(let e=0;e<t;e++)r[o][e]=n[e][o]}return r},e.argmin=function(n){return(0,c.min_by)(m(n.length),(t=>n[t]))},e.argmax=function(n){return(0,c.max_by)(m(n.length),(t=>n[t]))},e.sort_by=function(n,t){const e=n.map(((n,e)=>({value:n,index:e,key:t(n)})));return e.sort(((n,t)=>{const e=n.key,r=t.key;if(e!==r){if(e>r||void 0===e)return 1;if(e<r||void 0===r)return-1}return n.index-t.index})),e.map((n=>n.value))},e.uniq=function(n){const t=new Set;for(const e of n)t.add(e);return[...t]},e.uniq_by=function(n,t){const e=[],r=[];for(const o of n){const n=t(o);l(r,n)||(r.push(n),e.push(o))}return e},e.union=function(...n){const t=new Set;for(const e of n)for(const n of e)t.add(n);return[...t]},e.intersection=function(n,...t){const e=[];n:for(const r of n)if(!l(e,r)){for(const n of t)if(!l(n,r))continue n;e.push(r)}return e},e.difference=function(n,...t){const e=a(t);return n.filter((n=>!l(e,n)))},e.remove_at=function(n,t){const e=s(n);return e.splice(t,1),e},e.remove_by=function(n,t){for(let e=0;e<n.length;)t(n[e])?n.splice(e,1):e++},e.shuffle=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++){const t=(0,i.randomIn)(0,r);t!==r&&(e[r]=e[t]),e[t]=n[r]}return e},e.pairwise=function(n,t){const e=n.length,r=new Array(e-1);for(let o=0;o<e-1;o++)r[o]=t(n[o],n[o+1]);return r},e.reversed=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++)e[t-r-1]=n[r];return e},e.repeat=function(n,t){const e=new Array(t);for(let r=0;r<t;r++)e[r]=n;return e}},
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e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error("models must be owned by only a single document");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},
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+function _(o,i,t,e,r){e(),t.root="bk-root",t.default=".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}"},
+function _(e,t,r,a,c){a();const n=e(1),l=e(46);c("Line",l.Line),c("LineScalar",l.LineScalar),c("LineVector",l.LineVector);const i=e(49);c("Fill",i.Fill),c("FillScalar",i.FillScalar),c("FillVector",i.FillVector);const s=e(50);c("Text",s.Text),c("TextScalar",s.TextScalar),c("TextVector",s.TextVector);const o=e(51);c("Hatch",o.Hatch),c("HatchScalar",o.HatchScalar),c("HatchVector",o.HatchVector);const u=(0,n.__importStar)(e(48)),V=e(47);c("VisualProperties",V.VisualProperties),c("VisualUniforms",V.VisualUniforms);class h{constructor(e){this._visuals=[];for(const[t,r]of e.model._mixins){const a=(()=>{switch(r){case u.Line:return new l.Line(e,t);case u.LineScalar:return new l.LineScalar(e,t);case u.LineVector:return new l.LineVector(e,t);case u.Fill:return new i.Fill(e,t);case u.FillScalar:return new i.FillScalar(e,t);case u.FillVector:return new i.FillVector(e,t);case u.Text:return new s.Text(e,t);case u.TextScalar:return new s.TextScalar(e,t);case u.TextVector:return new s.TextVector(e,t);case u.Hatch:return new o.Hatch(e,t);case u.HatchScalar:return new o.HatchScalar(e,t);case u.HatchVector:return new o.HatchVector(e,t);default:throw new Error("unknown visual")}})();a instanceof V.VisualProperties&&a.update(),this._visuals.push(a),Object.defineProperty(this,t+a.type,{get:()=>a,configurable:!1,enumerable:!0})}}*[Symbol.iterator](){yield*this._visuals}}r.Visuals=h,h.__name__="Visuals"},
+function _(e,t,i,l,s){l();const a=e(1),n=e(47),h=(0,a.__importStar)(e(48)),o=e(22),_=e(8);function r(e){if((0,_.isArray)(e))return e;switch(e){case"solid":return[];case"dashed":return[6];case"dotted":return[2,4];case"dotdash":return[2,4,6,4];case"dashdot":return[6,4,2,4];default:return e.split(" ").map(Number).filter(_.isInteger)}}i.resolve_line_dash=r;class u extends n.VisualProperties{get doit(){const e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.get_value(),alpha:this.line_alpha.get_value(),width:this.line_width.get_value(),join:this.line_join.get_value(),cap:this.line_cap.get_value(),dash:this.line_dash.get_value(),offset:this.line_dash_offset.get_value()}}set_value(e){const t=this.line_color.get_value(),i=this.line_alpha.get_value();e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.get_value(),e.lineJoin=this.line_join.get_value(),e.lineCap=this.line_cap.get_value(),e.lineDash=r(this.line_dash.get_value()),e.lineDashOffset=this.line_dash_offset.get_value()}}i.Line=u,u.__name__="Line";class c extends n.VisualUniforms{get doit(){const e=this.line_color.value,t=this.line_alpha.value,i=this.line_width.value;return!(0==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.value,alpha:this.line_alpha.value,width:this.line_width.value,join:this.line_join.value,cap:this.line_cap.value,dash:this.line_dash.value,offset:this.line_dash_offset.value}}set_value(e){const t=this.line_color.value,i=this.line_alpha.value;e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.value,e.lineJoin=this.line_join.value,e.lineCap=this.line_cap.value,e.lineDash=r(this.line_dash.value),e.lineDashOffset=this.line_dash_offset.value}}i.LineScalar=c,c.__name__="LineScalar";class d extends n.VisualUniforms{get doit(){const{line_color:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{line_alpha:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{line_width:i}=this;return!i.is_Scalar()||0!=i.value}apply(e,t){const{doit:i}=this;return i&&(this.set_vectorize(e,t),e.stroke()),i}values(e){return{color:this.line_color.get(e),alpha:this.line_alpha.get(e),width:this.line_width.get(e),join:this.line_join.get(e),cap:this.line_cap.get(e),dash:this.line_dash.get(e),offset:this.line_dash_offset.get(e)}}set_vectorize(e,t){const i=this.line_color.get(t),l=this.line_alpha.get(t),s=this.line_width.get(t),a=this.line_join.get(t),n=this.line_cap.get(t),h=this.line_dash.get(t),_=this.line_dash_offset.get(t);e.strokeStyle=(0,o.color2css)(i,l),e.lineWidth=s,e.lineJoin=a,e.lineCap=n,e.lineDash=r(h),e.lineDashOffset=_}}i.LineVector=d,d.__name__="LineVector",u.prototype.type="line",u.prototype.attrs=Object.keys(h.Line),c.prototype.type="line",c.prototype.attrs=Object.keys(h.LineScalar),d.prototype.type="line",d.prototype.attrs=Object.keys(h.LineVector)},
+function _(t,s,o,i,r){i();class e{constructor(t,s=""){this.obj=t,this.prefix=s;const o=this;this._props=[];for(const i of this.attrs){const r=t.model.properties[s+i];r.change.connect((()=>this.update())),o[i]=r,this._props.push(r)}}*[Symbol.iterator](){yield*this._props}update(){}}o.VisualProperties=e,e.__name__="VisualProperties";class p{constructor(t,s=""){this.obj=t,this.prefix=s;for(const o of this.attrs)Object.defineProperty(this,o,{get:()=>t[s+o]})}*[Symbol.iterator](){for(const t of this.attrs)yield this.obj.model.properties[this.prefix+t]}update(){}}o.VisualUniforms=p,p.__name__="VisualUniforms"},
+function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),"black"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,"bevel"],line_cap:[n.LineCap,"butt"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),"gray"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),"black"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),"#444444"],text_alpha:[i.Alpha,1],text_font:[o.Font,"helvetica"],text_font_size:[i.FontSize,"16px"],text_font_style:[n.FontStyle,"normal"],text_align:[n.TextAlign,"left"],text_baseline:[n.TextBaseline,"bottom"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,"black"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,"bevel"],line_cap:[o.LineCapScalar,"butt"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,"gray"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,"black"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,"#444444"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,"helvetica"],text_font_size:[o.FontSizeScalar,"16px"],text_font_style:[o.FontStyleScalar,"normal"],text_align:[o.TextAlignScalar,"left"],text_baseline:[o.TextBaselineScalar,"bottom"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,"black"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,"bevel"],line_cap:[o.LineCapSpec,"butt"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,"gray"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,"black"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,"#444444"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,"helvetica"],text_font_size:[o.FontSizeSpec,"16px"],text_font_style:[o.FontStyleSpec,"normal"],text_align:[o.TextAlignSpec,"left"],text_baseline:[o.TextBaselineSpec,"bottom"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},
+function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__="Fill";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__="FillScalar";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__="FillVector",c.prototype.type="fill",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type="fill",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type="fill",u.prototype.attrs=Object.keys(r.FillVector)},
+function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__="Text";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__="TextScalar";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__="TextVector",h.prototype.type="text",h.prototype.attrs=Object.keys(o.Text),x.prototype.type="text",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type="text",u.prototype.attrs=Object.keys(o.TextVector)},
+function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||" "==a||"blank"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:"transparent"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.Hatch=l,l.__name__="Hatch";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||" "==a||"blank"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:"transparent"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchScalar=o,o.__name__="HatchScalar";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(" "==t||"blank"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:"transparent"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return"repeat";switch(a.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchVector=u,u.__name__="HatchVector",l.prototype.type="hatch",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type="hatch",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type="hatch",u.prototype.attrs=Object.keys(_.HatchVector)},
+function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={" ":"blank",".":"dot",o:"ring","-":"horizontal_line","|":"vertical_line","+":"cross",'"':"horizontal_dash",":":"vertical_dash","@":"spiral","/":"right_diagonal_line","\\":"left_diagonal_line",x:"diagonal_cross",",":"right_diagonal_dash","`":"left_diagonal_dash",v:"horizontal_wave",">":"vertical_wave","*":"criss_cross"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap="square",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case"blank":break;case"dot":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case"ring":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case"horizontal_line":l(e,T,v);break;case"vertical_line":n(e,T,v);break;case"cross":l(e,T,v),n(e,T,v);break;case"horizontal_dash":l(e,v,v);break;case"vertical_dash":n(e,v,v);break;case"spiral":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case"right_diagonal_line":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case"left_diagonal_line":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case"diagonal_cross":t(e,T);break;case"right_diagonal_dash":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case"left_diagonal_dash":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case"horizontal_wave":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case"vertical_wave":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case"criss_cross":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},
+function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.logger.warn("WARNING: Document not defined for updating event callbacks")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(":");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of(0,l.entries)(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){(0,l.isEmpty)(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error("invalid selector")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error("found more than one object matching given selector")}}}s.Model=h,a=h,h.__name__="Model",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},
+function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__="CoordinateTransform";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([["default",this.x_source]])}get y_ranges(){return new Map([["default",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint="log");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__="CoordinateMapping",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__="CompositeScale",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},
+function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__="Scale",_.internal((({Ref:e})=>({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},
+function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__="Transform"},
+function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__="Range",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},
+function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if("auto"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__="Range1d",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},
+function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__="LinearScale"},
+function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__="ContinuousScale"},
+function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__="LogScale"},
+function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__="CategoricalScale"},
+function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?"auto":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),"log"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;"percent"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:"percent"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&("start"==this.follow?a=e+s*l:"end"==this.follow&&(e=a-s*l)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.entries(),i);let[o,r]=this._compute_range(l,_);null!=this._initial_start&&("log"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&("log"==this.scale_hint?this._initial_end>0&&(r=this._initial_end):r=this._initial_end);let h=!1;"auto"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=g,l=g,g.__name__="DataRange1d",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,"percent"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t("log","auto"),"auto"]})))},
+function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__="DataRange",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},
+function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if("x0"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if("x"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if("width"in t)if("left"in t)i=t.left,e=i+t.width;else if("right"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if("height"in t)if("top"in t)h=t.top,r=h+t.height;else if("bottom"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__="BBox"},
+function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r="auto"==n?e:n;return t.length>0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},
+function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if("percent"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),"auto"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__="FactorRange",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,"percent"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},
+function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;"data"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),"data"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__="ArrowView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__="Arrow",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({x_start:[u.XCoordinateSpec,{field:"x_start"}],y_start:[u.YCoordinateSpec,{field:"y_start"}],start_units:[d.SpatialUnits,"data"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:"x_end"}],y_end:[u.YCoordinateSpec,{field:"y_end"}],end_units:[d.SpatialUnits,"data"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},
+function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__="DataAnnotationView";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__="DataAnnotation",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},
+function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,"select"),this.inspect=new l.Signal(this,"inspect"),this.streaming=new l.Signal0(this,"streaming"),this.patching=new l.Signal(this,"patching")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n="data source has columns of inconsistent lengths";if(t)return c.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=w,i=w,w.__name__="ColumnarDataSource",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},
+function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__="DataSource",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},
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+function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__="ArrowHeadView";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__="ArrowHead",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__="OpenHeadView";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__="OpenHead",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__="NormalHeadView";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__="NormalHead",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:"black"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__="VeeHeadView";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__="VeeHead",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:"black"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__="TeeHeadView";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__="TeeHead",c.prototype.default_view=g,c.mixins(h.LineVector)},
+function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},
+function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__="BandView";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__="Band",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o="height"==t?s:i,r="height"==t?i:s,n="height"==t?e.bbox.yview:e.bbox.xview,p="height"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a="data"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_="data"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h="data"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]="height"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__="UpperLowerView";class d extends _.CoordinateSpec{get dimension(){return"width"==this.obj.dimension?"x":"y"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:"data"}}i.XOrYCoordinateSpec=d,d.__name__="XOrYCoordinateSpec";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__="UpperLower",n.define((()=>({dimension:[a.Dimension,"height"],lower:[d,{field:"lower"}],upper:[d,{field:"upper"}],base:[d,{field:"base"}]})))},
+function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:"data"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__="BoxAnnotationView";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__="BoxAnnotation",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,"data"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,"data"],left:[o(t),null],left_units:[c.SpatialUnits,"data"],right:[o(t),null],right_units:[c.SpatialUnits,"data"],render_mode:[c.RenderMode,"canvas"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker="auto"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter="auto"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,"major_label_",k.Text,!0),n=k.attrs_of(this.model,"major_tick_",k.Line,!0),a=k.attrs_of(this.model,"minor_tick_",k.Line,!0),r=k.attrs_of(this.model,"title_",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return"vertical"==t?(0,z.reversed)(e):e})(),[i,o]="vertical"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement("canvas");n.width=i,n.height=o;const a=n.getContext("2d"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return["end","start"];switch(t){case"top_left":return["start","start"];case"top":case"top_center":return["start","center"];case"top_right":return["start","end"];case"bottom_left":return["end","start"];case"bottom":case"bottom_center":return["end","center"];case"bottom_right":return["end","end"];case"left":case"center_left":return["center","start"];case"center":case"center_center":return["center","center"];case"right":case"center_right":return["center","end"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return"auto"==t?null!=this.panel?this.panel.is_horizontal?"horizontal":"vertical":"start"==r||"end"==r||"center"==r&&"center"==a?"vertical":"horizontal":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>"horizontal"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if("horizontal"==s){const{top:e,width:i,height:o}=t;if("end"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if("center"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if("end"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if("center"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x="max",y=void 0,k=void 0,z=void 0):"auto"==("horizontal"==s?e:i)?(x="fixed",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x="fit",y=void 0),"horizontal"==s){const t="auto"==e?void 0:e,o="auto"==i?25:i;w.set_sizing({width_policy:x,height_policy:"min",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"auto"==e?"fit":"fixed",height_policy:"fixed",width:t,height:o})}else{const t="auto"==e?25:e,o="auto"==i?void 0:i;w.set_sizing({width_policy:"min",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"fixed",height_policy:"auto"==i?"fit":"fixed",width:t,height:o})}c.set_sizing({width_policy:"fit",height_policy:"min"}),h.set_sizing({width_policy:"fit",height_policy:"min"}),u.set_sizing({width_policy:"min",height_policy:"fit"}),p.set_sizing({width_policy:"min",height_policy:"fit"});const{_title_view:S}=this;null!=S&&("horizontal"==s?(S.panel=new B.Panel("above"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel("left"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:"horizontal"==s?"below":"right",R=(()=>{switch(O){case"above":return c;case"below":return h;case"left":return u;case"right":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,"horizontal"==s?t.set_sizing({width_policy:"max",height_policy:"min"}):t.set_sizing({width_policy:"min",height_policy:"max"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,["children"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__="ColorBarView";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__="ColorBar",r.prototype.default_view=O,r.mixins([["major_label_",k.Text],["title_",k.Text],["major_tick_",k.Line],["minor_tick_",k.Line],["border_",k.Line],["bar_",k.Line],["background_",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),"top_right"],orientation:[a(y.Orientation,s),"auto"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),"auto"],height:[a(e,s),"auto"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),"auto"],formatter:[a(r(p.TickFormatter),s),"auto"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:"#ffffff",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:"11px",major_tick_line_color:"#ffffff",minor_tick_line_color:null,title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case"above":case"below":switch(this.model.vertical_align){case"top":s=l.top+e;break;case"middle":s=l.vcenter;break;case"bottom":s=l.bottom-e}switch(this.model.align){case"left":i=l.left+t;break;case"center":i=l.hcenter;break;case"right":i=l.right-t}break;case"left":switch(this.model.vertical_align){case"top":i=l.left+e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.right-e}switch(this.model.align){case"left":s=l.bottom-t;break;case"center":s=l.vcenter;break;case"right":s=l.top+t}break;case"right":switch(this.model.vertical_align){case"top":i=l.right-e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.left+e}switch(this.model.align){case"left":s=l.top+t;break;case"center":s=l.vcenter;break;case"right":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic("parallel");("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__="TitleView";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__="Title",a.prototype.default_view=_,a.mixins([h.Text,["border_",h.Line],["background_",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,""],vertical_align:[r.VerticalAlign,"bottom"],align:[r.TextAlign,"left"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:"13px",text_font_style:"bold",text_line_height:1,background_fill_color:null,border_line_color:null})},
+function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),"css"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),"css"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||"css"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position="absolute",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight="normal",n.style.whiteSpace="pre";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?"solid":"dashed",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__="TextAnnotationView";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__="TextAnnotation",n.define((()=>({render_mode:[r.RenderMode,"canvas"]})))},
+function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement("canvas").getContext("2d");let e="";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align="left",this._base_font_size=13,this._x_anchor="left",this._y_anchor="center"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return"ascent_descent"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__="GraphicsBox";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case"top":return"top";case"middle":return"center";case"bottom":return"bottom";default:return"baseline"}})()}infer_text_height(){if(this.text.includes("\n"))return"ascent_descent";{function t(t){for(const e of new Set(t))if(!("0"<=e&&e<="9"))switch(e){case",":case".":case"+":case"-":case"\u2212":case"e":continue;default:return!1}return!0}return t(this.text)?"cap":"ascent_descent"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case"x":case"x_descent":return t.x_height;case"cap":case"cap_descent":return t.cap_height;case"ascent":case"ascent_descent":return t.ascent}})(),n=(()=>{switch(s){case"x":case"cap":case"ascent":return 0;case"x_descent":case"cap_descent":case"ascent_descent":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split("\n").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=""==this.text,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u="%"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p="%"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case"left":return 0;case"center":return.5*i;case"right":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case"top":return 0;case"center":return.5*n;case"bottom":return n;case"baseline":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case"x":case"x_descent":return e.x_height;case"cap":case"cap_descent":return e.cap_height;case"ascent":case"ascent_descent":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split("\n").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p="%"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f="%"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if("justify"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(" "),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{switch(y){case"left":return 0;case"center":return.5*(g-l[e]);case"right":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__="TextBox";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:"left",sy:n,y_anchor:"bottom"},this.expo.position={sx:e.width,x_anchor:"left",sy:i,y_anchor:"bottom"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}}s.BaseExpo=u,u.__name__="BaseExpo";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__="GraphicsBoxes"},
+function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return"undefined"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext("2d")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement("canvas");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext("2d");return e=>{t.font=e;const n=t.measureText("M"),r=t.measureText("x"),l=t.measureText("\xc5\u015ag|"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext("2d");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText("M"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle="#f00",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle="#000";for(const t of"xa")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of"ASQ")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of"\xc5\u015agy")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText("M"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle="#f00",e.fillRect(0,0,u,i);e.font=a,e.fillStyle="#000",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{try{return o("normal 10px sans-serif"),o}catch(t){return u}})(),h=(()=>{try{return s("A","normal 10px sans-serif"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\s*(\d+(\.\d+)?)(\w+)\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},
+function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__="AffineTransform"},
+function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:"bottom",normal:"center",horizontal:"bottom",vertical:"center"},below:{parallel:"top",normal:"center",horizontal:"top",vertical:"center"},left:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"},right:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"}},g={above:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},below:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},left:{parallel:"center",normal:"right",horizontal:"right",vertical:"center"},right:{parallel:"center",normal:"left",horizontal:"left",vertical:"center"}},_={above:"right",below:"left",left:"right",right:"left"},b={above:"left",below:"right",left:"right",right:"left"};class z{constructor(t){this.side=t}get dimension(){return"above"==this.side||"below"==this.side?0:1}get normals(){switch(this.side){case"above":return[0,-1];case"below":return[0,1];case"left":return[-1,0];case"right":return[1,0]}}get orientation(){return this.is_horizontal?"horizontal":"vertical"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:"center",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__="Panel";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:"max",height_policy:"fixed"}):this.set_sizing({width_policy:"fixed",height_policy:"max"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__="SideLayout"},
+function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__="Sizeable",i.SizingPolicy=(0,n.Enum)("fixed","fit","min","max")},
+function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:"fit",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:"fit",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:"start",b=null!==(s=i.valign)&&void 0!==s?s:"start";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return"max"==this.sizing.width_policy}is_height_expanding(){return"max"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if("fixed"!=n&&"fixed"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else"fixed"==n?h=_(t/e):"fixed"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>"fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>"fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__="Layoutable";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case"fixed":return null!=h?h:0;case"min":return null!=h?l(i.width,h):0;case"fit":return null!=h?l(i.width,h):i.width;case"max":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case"fixed":return null!=t?t:0;case"min":return null!=t?l(i.height,t):0;case"fit":return null!=t?l(i.height,t):i.height;case"max":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__="LayoutItem";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case"fixed":return null!=this.sizing.width?this.sizing.width:t.width;case"min":return t.width;case"fit":return h.width;case"max":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case"fixed":return null!=this.sizing.height?this.sizing.height:t.height;case"min":return t.height;case"fit":return h.height;case"max":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__="ContentLayoutable"},
+function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint="log");const s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get("default")}get y_scale(){return this._y_scales.get("default")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__="CartesianFrame"},
+function _(i,s,x,A,o){A(),o("Axis",i(128).Axis),o("CategoricalAxis",i(140).CategoricalAxis),o("ContinuousAxis",i(143).ContinuousAxis),o("DatetimeAxis",i(144).DatetimeAxis),o("LinearAxis",i(145).LinearAxis),o("LogAxis",i(162).LogAxis),o("MercatorAxis",i(165).MercatorAxis)},
+function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic("parallel"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case"above":return[t.hcenter,t.bottom];case"below":return[t.hcenter,t.top];case"left":return[t.right,t.vcenter];case"right":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics("parallel"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic("parallel"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case"below":i=z(this.layout.bbox.top-t.bbox.bottom);break;case"above":i=z(this.layout.bbox.bottom-t.bbox.top);break;case"right":e=z(this.layout.bbox.left-t.bbox.right);break;case"left":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if("auto"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}const[,e]=this.ranges;switch(this.panel.side){case"left":case"below":return e.start;case"right":case"above":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__="AxisView";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__="Axis",l.prototype.default_view=M,l.mixins([["axis_",c.Line],["major_tick_",c.Line],["minor_tick_",c.Line],["major_label_",c.Text],["axis_label_",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),"auto"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),"horizontal"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.override({axis_line_color:"black",major_tick_line_color:"black",minor_tick_line_color:"black",major_label_text_font_size:"11px",major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label_text_font_size:"13px",axis_label_text_font_style:"italic"})},
+function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__="GuideRendererView";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__="GuideRenderer",s.override({level:"guide"})},
+function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__="Ticker"},
+function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__="TickFormatter"},
+function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__="LabelingPolicy";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__="AllLabels";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__="NoOverlap",c.define((({Number:e})=>({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction("indices","bboxes","distance",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__="CustomLabelingPolicy",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,""]})))},
+function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__="BaseTextView";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__="BaseText",_.define((({String:e})=>({text:[e]})))},
+function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:"$$",end:"$$",inline:!1},{start:"\\[",end:"\\]",inline:!1},{start:"\\(",end:"\\)",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},
+function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align="left",this._x_anchor="left",this._y_anchor="center",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return"ascent_descent"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),"not_started"==this.provider.status&&await this.provider.fetch(),"not_started"!=this.provider.status&&"loading"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),"loaded"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute("height"))||void 0===t?void 0:t.replace(/([A-z])/g,""))&&void 0!==e?e:"0"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute("width"))||void 0===s?void 0:s.replace(/([A-z])/g,""))&&void 0!==i?i:"0");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute("font",this.font),e.setAttribute("stroke",this.color);const s=e.outerHTML,i=new Blob([s],{type:"image/svg+xml"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||"failed"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__="MathTextView";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__="MathText";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__="AsciiView";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__="Ascii",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__="MathMLView";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__="MathML",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__="TeXView";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__="TeX",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},
+function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin="anonymous";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error("not loaded yet")}}t.ImageLoader=n,n.__name__="ImageLoader"},
+function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)"default"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,"ready"),this.status="not_started"}}a.MathJaxProvider=c,c.__name__="MathJaxProvider";class h extends c{get MathJax(){return null}async fetch(){this.status="failed"}}a.NoProvider=h,h.__name__="NoProvider";class l extends c{get MathJax(){return"undefined"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement("script");t.src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js",t.onload=()=>{this.status="loaded",this.ready.emit()},t.onerror=()=>{this.status="failed"},this.status="loading",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__="CDNProvider";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status="loading";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status="loaded",this.ready.emit()}catch(t){this.status="failed"}}}a.BundleProvider=_,_.__name__="BundleProvider",a.default_provider=new _},
+function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&"code"in r&&"MODULE_NOT_FOUND"===n.code)return null;throw n}var r}},
+function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__="PlainTextView";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__="PlainText",a.prototype.default_view=l},
+function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__="CategoricalAxisView";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__="CategoricalAxis",a.prototype.default_view=u,a.mixins([["separator_",p.Line],["group_",p.Text],["subgroup_",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),"parallel"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),"parallel"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.CategoricalTickFormatter,separator_line_color:"lightgrey",separator_line_width:2,group_text_font_style:"bold",group_text_font_size:"11px",group_text_color:"grey",subgroup_text_font_style:"bold",subgroup_text_font_size:"11px"})},
+function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__="CategoricalTicker"},
+function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__="CategoricalTickFormatter"},
+function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__="ContinuousAxisView";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__="ContinuousAxis"},
+function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__="DatetimeAxisView";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__="DatetimeAxis",s.prototype.default_view=c,s.override({ticker:()=>new _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},
+function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__="LinearAxisView";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__="LinearAxis",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},
+function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t="";for(const e of i)t+="-"==e?"\u2212":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n="auto"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__="BasicTickFormatter",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),"auto"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},
+function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__="BasicTicker"},
+function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__="AdaptiveTicker",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},
+function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__="ContinuousTicker",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},
+function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,"%Y %m %d %H %M %S").split(/\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)("$1%06d",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf("%")?t:(0,o.default)(s,t)}}const f=["microseconds","milliseconds","seconds","minsec","minutes","hourmin","hours","days","months","years"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return"microseconds";case!(e<1):return"milliseconds";case!(e<60):return t>=60?"minsec":"seconds";case!(e<3600):return t>=3600?"hourmin":"minutes";case!(e<86400):return"hours";case!(e<2678400):return"days";case!(e<31536e3):return"months";default:return"years"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push("ERR");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if(("minsec"==i||"hourmin"==i)&&!n){if("minsec"==i&&0==e[4]&&0!=e[5]||"hourmin"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,"");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return o}}e.DatetimeTickFormatter=_,r=_,_.__name__="DatetimeTickFormatter",r.define((({String:s,Array:t})=>({microseconds:[t(s),["%fus"]],milliseconds:[t(s),["%3Nms","%S.%3Ns"]],seconds:[t(s),["%Ss"]],minsec:[t(s),[":%M:%S"]],minutes:[t(s),[":%M","%Mm"]],hourmin:[t(s),["%H:%M"]],hours:[t(s),["%Hh","%H:%M"]],days:[t(s),["%m/%d","%a%d"]],months:[t(s),["%m/%Y","%b %Y"]],years:[t(s),["%Y"]]})))},
+function _(e,t,n,r,o){!function(e){"object"==typeof t&&t.exports?t.exports=e():"function"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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+function _(e,n,t,r,i){
+/*!
+     * numbro.js
+     * version : 1.6.2
+     * author : Företagsplatsen AB
+     * license : MIT
+     * http://www.foretagsplatsen.se
+     */
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Use `cultures` instead"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c="string"==typeof e?e:null},a.defaultFormat=function(e){s="string"==typeof e?e:"0.0"},a.defaultCurrencyFormat=function(e){"string"==typeof e?e:"0$"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if("string"!=typeof e&&(e+="",console.warn&&console.warn("Numbro.js: Value is not string. It has been co-erced to: ",e)),(e=e.trim()).match(/^\d+$/))return!0;if(""===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r="."===c.delimiters.thousands?"\\.":c.delimiters.thousands,(null===(s=e.match(/^[^\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+"{2}"),!e.match(/[^\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/):!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},
+function _(e,n,t,r,i){!function(){"use strict";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\x25]+/,modulo:/^\x25{2}/,placeholder:/^\x25(?:([1-9]\d*)\$|\(([^)]+)\))?(\+)?(0|'[^$])?(-)?(\d+)?(?:\.(\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\d]*)/i,key_access:/^\.([a-z_][a-z_\d]*)/i,index_access:/^\[(\d+)\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y="";for(s=0;s<g;s++)if("string"==typeof t[s])y+=t[s];else if("object"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property "%s" of undefined value "%s"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&"number"!=typeof i&&isNaN(i))throw new TypeError(n("[sprintf] expecting number but found %T",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case"b":i=parseInt(i,10).toString(2);break;case"c":i=String.fromCharCode(parseInt(i,10));break;case"d":case"i":i=parseInt(i,10);break;case"j":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case"e":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case"f":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case"g":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case"o":i=(parseInt(i,10)>>>0).toString(8);break;case"s":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case"t":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case"T":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case"u":i=parseInt(i,10)>>>0;break;case"v":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case"x":i=(parseInt(i,10)>>>0).toString(16);break;case"X":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f="":(f=u?"+":"-",i=i.toString().replace(e.sign,"")),c=o.pad_char?"0"===o.pad_char?"0":o.pad_char.charAt(1):" ",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):"",y+=o.align?f+i+p:"0"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push("%");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError("[sprintf] unexpected placeholder");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");for(o.push(c[1]);""!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error("[sprintf] mixing positional and named placeholders is not (yet) supported");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),"undefined"!=typeof window&&(window.sprintf=n,window.vsprintf=r,"function"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},
+function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__="DatetimeTicker",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},
+function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__="CompositeTicker",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},
+function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__="DaysTicker",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},
+function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__="SingleIntervalTicker",a.define((({Number:e})=>({interval:[e]})))},
+function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},
+function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__="MonthsTicker",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},
+function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__="YearsTicker"},
+function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__="LogAxisView";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__="LogAxis",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},
+function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:""});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__="LogTickFormatter",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},
+function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),n>0&&h.length>0){const t=e/n,o=(0,a.range)(0,n).map((o=>o*t));for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.range)(1,n+1).map((o=>o*t));for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:r.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,r=c,c.__name__="LogTicker",r.override({mantissas:[1,5]})},
+function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__="MercatorAxisView";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__="MercatorAxis",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:"lat"}),formatter:()=>new n.MercatorTickFormatter({dimension:"lat"})})},
+function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error("MercatorTickFormatter.dimension not configured");if(0==r.length)return[];const e=r.length,o=new Array(e);if("lon"==this.dimension)for(let n=0;n<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__="MercatorTickFormatter",i.define((({Nullable:r})=>({dimension:[r(s.LatLon),null]})))},
+function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),"lon"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__="MercatorTicker",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},
+function _(e,i,r,c,k){c(),k("AdaptiveTicker",e(148).AdaptiveTicker),k("BasicTicker",e(147).BasicTicker),k("CategoricalTicker",e(141).CategoricalTicker),k("CompositeTicker",e(156).CompositeTicker),k("ContinuousTicker",e(149).ContinuousTicker),k("DatetimeTicker",e(155).DatetimeTicker),k("DaysTicker",e(157).DaysTicker),k("FixedTicker",e(169).FixedTicker),k("LogTicker",e(164).LogTicker),k("MercatorTicker",e(167).MercatorTicker),k("MonthsTicker",e(160).MonthsTicker),k("SingleIntervalTicker",e(158).SingleIntervalTicker),k("Ticker",e(130).Ticker),k("YearsTicker",e(161).YearsTicker),k("BinnedTicker",e(170).BinnedTicker)},
+function _(r,t,e,i,n){var s;i();const _=r(149);class c extends _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__="FixedTicker",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},
+function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h="auto"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__="BinnedTicker",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},
+function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__="ScanningColorMapper"},
+function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__="ContinuousColorMapper",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},
+function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,"metrics_change")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__="ColorMapper",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,"gray"]})))},
+function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error("mapping single values is not supported")}}n.Mapper=t,t.__name__="Mapper"},
+function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:"grey"},line:{line_alpha:.3,line_color:"grey"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i="fill"in this.glyph.visuals,s="line"in this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h("auto"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,"auto");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__="GlyphRendererView";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__="GlyphRenderer",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),"auto"],selection_glyph:[i(s(r.Glyph),t,l),"auto"],muted_glyph:[i(s(r.Glyph),t,l),"auto"],muted:[e,!1]})))},
+function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__="DataRendererView";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__="DataRenderer",s.override({level:"glyph"})},
+function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;"v"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__="LineView";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__="Line",_.prototype.default_view=d,_.mixins(a.LineScalar)},
+function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__="XYGlyphView";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__="XYGlyph",a.define((({})=>({x:[c.XCoordinateSpec,{field:"x"}],y:[c.YCoordinateSpec,{field:"y"}]})))},
+function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case"center":case"center_center":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i="edge",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if("center"==i)for(let e=0;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case"point":if(null!=this._hit_point)return this._hit_point(e);break;case"span":if(null!=this._hit_span)return this._hit_span(e);break;case"rect":if(null!=this._hit_rect)return this._hit_rect(e);break;case"poly":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _="x"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n="x"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__="GlyphView";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__="Glyph"},
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+function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error("Data not yet indexed - call index.finish().");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__="_FlatBush";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__="SpatialIndex"},
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+function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;"point"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):"v"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},
+function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},
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+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__="HAreaView";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__="HArea",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:"x1"}],x2:[o.XCoordinateSpec,{field:"x2"}],y:[o.YCoordinateSpec,{field:"y"}]})))},
+function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__="AreaView";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__="Area",c.mixins([t.FillScalar,t.HatchScalar])},
+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__="VAreaView";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__="VArea",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:"x"}],y1:[o.YCoordinateSpec,{field:"y1"}],y2:[o.YCoordinateSpec,{field:"y2"}]})))},
+function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__="CDSView",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},
+function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__="Filter"},
+function _(t,r,a,e,c){e(),c("BasicTickFormatter",t(146).BasicTickFormatter),c("CategoricalTickFormatter",t(142).CategoricalTickFormatter),c("DatetimeTickFormatter",t(150).DatetimeTickFormatter),c("FuncTickFormatter",t(193).FuncTickFormatter),c("LogTickFormatter",t(163).LogTickFormatter),c("MercatorTickFormatter",t(166).MercatorTickFormatter),c("NumeralTickFormatter",t(194).NumeralTickFormatter),c("PrintfTickFormatter",t(195).PrintfTickFormatter),c("TickFormatter",t(131).TickFormatter)},
+function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function("tick","index","ticks",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__="FuncTickFormatter",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,""]})))},
+function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case"round":case"nearest":return Math.round;case"floor":case"rounddown":return Math.floor;case"ceil":case"roundup":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__="NumeralTickFormatter",a.define((({String:r})=>({format:[r,"0,0"],language:[r,"en"],rounding:[i.RoundingFunction,"round"]})))},
+function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__="PrintfTickFormatter",e.define((({String:t})=>({format:[t,"%s"]})))},
+function _(r,o,a,p,e){p(),e("CategoricalColorMapper",r(197).CategoricalColorMapper),e("CategoricalMarkerMapper",r(199).CategoricalMarkerMapper),e("CategoricalPatternMapper",r(200).CategoricalPatternMapper),e("ContinuousColorMapper",r(172).ContinuousColorMapper),e("ColorMapper",r(173).ColorMapper),e("LinearColorMapper",r(201).LinearColorMapper),e("LogColorMapper",r(202).LogColorMapper),e("ScanningColorMapper",r(171).ScanningColorMapper),e("EqHistColorMapper",r(203).EqHistColorMapper)},
+function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__="CategoricalColorMapper",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},
+function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},
+function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__="CategoricalMarkerMapper",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,"circle"]})))},
+function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__="CategoricalPatternMapper",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType," "]})))},
+function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__="LinearColorMapper"},
+function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__="LogColorMapper"},
+function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__="EqHistColorMapper",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},
+function _(a,e,l,c,n){c(),n("CategoricalScale",a(62).CategoricalScale),n("ContinuousScale",a(60).ContinuousScale),n("LinearScale",a(59).LinearScale),n("LinearInterpolationScale",a(205).LinearInterpolationScale),n("LogScale",a(61).LogScale),n("Scale",a(55).Scale)},
+function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error("not implemented")}get s_invert(){throw new Error("not implemented")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__="LinearInterpolationScale",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},
+function _(a,n,e,g,R){g(),R("DataRange",a(64).DataRange),R("DataRange1d",a(63).DataRange1d),R("FactorRange",a(67).FactorRange),R("Range",a(57).Range),R("Range1d",a(58).Range1d)},
+function _(a,o,i,t,e){t();var n=a(124);e("Sizeable",n.Sizeable),e("SizingPolicy",n.SizingPolicy);var c=a(125);e("Layoutable",c.Layoutable),e("LayoutItem",c.LayoutItem);var r=a(208);e("HStack",r.HStack),e("VStack",r.VStack);var l=a(209);e("Grid",l.Grid),e("Row",l.Row),e("Column",l.Column);var S=a(210);e("ContentBox",S.ContentBox),e("VariadicBox",S.VariadicBox)},
+function _(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__="Stack";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__="HStack";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__="VStack";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return"fixed"==e&&null!=h?h:n;switch(e){case"fixed":return null!=h?h:n;case"min":return n;case"fit":return null!=h?i(t.width,h):t.width;case"max":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return"fixed"==h&&null!=e?e:o;switch(h){case"fixed":return null!=e?e:o;case"min":return o;case"fit":return null!=e?i(t.height,e):t.height;case"max":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case"start_start":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case"start_center":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case"start_end":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case"center_start":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case"center_center":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case"center_end":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case"end_start":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case"end_center":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case"end_end":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__="NodeLayout"},
+function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__="DefaultMap";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__="Container";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows="auto",this.cols="auto",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if("fixed"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if("fixed"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s<n;s++){const e=(()=>{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows["*"]:this.rows;return null==i?{policy:"auto"}:(0,r.isNumber)(i)?{policy:"fixed",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:"auto";if("fixed"==e.policy)h[s]={policy:"fixed",height:e.height,align:n};else if("min"==e.policy)h[s]={policy:"min",align:n};else if("fit"==e.policy||"max"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if("auto"!=e.policy)throw new Error("unrechable");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:"max",flex:1,align:n}:h[s]={policy:"min",align:n}}}const a=new Array(l);for(let t=0;t<l;t++){const i=(()=>{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols["*"]:this.cols;return null==s?{policy:"auto"}:(0,r.isNumber)(s)?{policy:"fixed",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:"auto";if("fixed"==i.policy)a[t]={policy:"fixed",width:i.width,align:n};else if("min"==i.policy)a[t]={policy:"min",align:n};else if("fit"==i.policy||"max"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if("auto"!=i.policy)throw new Error("unrechable");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:"max",flex:1,align:n}:a[t]={policy:"min",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t<s;t++){const i=o[t];c[t]="fixed"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]="fixed"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];"fixed"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];"fixed"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:"fixed"==n.policy?n.width:1/0,height:"fixed"==s.policy?s.height:1/0}}));let h;h="fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t<i;t++){const i=e[t];"fit"==i.policy||"max"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if("fit"==i.policy||"max"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){"fixed"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if("fixed"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?i:e,t--}}}c="fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t<s;t++){const i=o[t];"fit"==i.policy||"max"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if("fit"==i.policy||"max"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){"fixed"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if("fixed"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&"auto"!=_[i].align?_[i].align:a.halign,y=t==s&&"auto"!=f[t].align?f[t].align:a.valign;let x=_[i].left;"start"==m?x+=a.margin.left:"center"==m?x+=g((u-p)/2):"end"==m&&(x+=u-a.margin.right-p);let b=f[t].top;"start"==y?b+=a.margin.top:"center"==y?b+=g((w-d)/2):"end"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__="Grid";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows="fit"}}s.Row=d,d.__name__="Row";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols="fit"}}s.Column=u,u.__name__="Column"},
+function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__="ContentBox";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__="VariadicBox";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__="CachedVariadicBox"},
+function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:"fixed"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:"fixed"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return"fixed"!=t&&"fixed"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__="BorderLayout"},
+function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o="data"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a="data"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__="LabelView";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__="Label",o.prototype.default_view=c,o.mixins([u.Text,["border_",u.Line],["background_",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,"data"],y:[t],y_units:[d.SpatialUnits,"data"],text:[e,""],angle:[i,0],angle_units:[d.AngleUnits,"rad"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),"css"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:"none"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){"css"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx="data"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy="data"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t="canvas"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position="absolute",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight="normal",a.style.whiteSpace="pre";const[r,n]=(()=>{switch(this.visuals.text.text_align.get(e)){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?"solid":"dashed",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__="LabelSetView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__="LabelSet",a.prototype.default_view=v,a.mixins([n.TextVector,["border_",n.LineVector],["background_",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:"x"}],y:[h.YCoordinateSpec,{field:"y"}],x_units:[d.SpatialUnits,"data"],y_units:[d.SpatialUnits,"data"],text:[h.StringSpec,{field:"text"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,"canvas"]}))),a.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return"none"==this.model.click_policy?null:"pointer"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if("vertical"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case"top_left":y=p.start+h,k=w.start+h;break;case"top":case"top_center":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case"top_right":y=p.end-h-c,k=w.start+h;break;case"bottom_right":y=p.end-h-c,k=w.end-h-d;break;case"bottom":case"bottom_center":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case"bottom_left":y=p.start+h,k=w.end-h-d;break;case"left":case"center_left":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case"center":case"center_center":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case"right":case"center_right":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_="vertical"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case"hide":for(const t of r.renderers)t.visible=!t.visible;break;case"mute":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _="vertical"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case"none":return!0;case"hide":return(0,b.every)(r.renderers,(t=>t.visible));case"mute":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__="LegendView";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,"item_change")}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=p,o=p,p.__name__="Legend",o.prototype.default_view=x,o.mixins([["label_",r.Text],["title_",r.Text],["inactive_",r.Fill],["border_",r.Line],["background_",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,"vertical"],location:[s(_.LegendLocation,l(t,t)),"top_right"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,"none"]}))),o.override({border_line_color:"#e5e5e5",border_line_alpha:.5,border_line_width:1,background_fill_color:"#ffffff",background_fill_alpha:.95,inactive_fill_color:"white",inactive_fill_alpha:.7,label_text_font_size:"13px",label_text_baseline:"middle",title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!(0,f.includes)(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||c.logger.error("Non matching data sources on legend item renderers");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return["No source found"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):["Invalid field"]}}return[]}}l.LegendItem=h,s=h,h.__name__="LegendItem",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},
+function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&"value"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&"field"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&"expr"in i}},
+function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:"data"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__="PolyAnnotationView";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__="PolyAnnotation",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({xs:[n(t),[]],xs_units:[r.SpatialUnits,"data"],ys:[n(t),[]],ys_units:[r.SpatialUnits,"data"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__="SlopeView";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__="Slope",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:"black"})},
+function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>"data"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;"width"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),"width"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__="SpanView";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__="Span",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,"canvas"],location:[t(e),null],location_units:[c.SpatialUnits,"data"],dimension:[c.Dimension,"width"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:"black"})},
+function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position="absolute",this.el.style.overflow="hidden",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__="ToolbarPanelView";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__="ToolbarPanel",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},
+function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(t){switch(t){case"tap":return"active_tap";case"pan":return"active_drag";case"pinch":case"scroll":return"active_scroll";case"multi":return"active_multi"}return null}function h(t){return"tap"==t||"pan"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),"auto"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];"auto"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__="Toolbar",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),"auto"],active_inspect:[t(e(s.Inspection),i,o),"auto"],active_scroll:[t(e(s.Scroll),i,o),"auto"],active_tap:[t(e(s.Tap),i,o),"auto"],active_multi:[t(e(_.GestureTool),i,o),"auto"]})))},
+function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__="ToolView";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;"width"==i||"both"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return"height"==i||"both"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(", ")}`)}}}n.Tool=_,i=_,_.__name__="Tool",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},
+function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__="GestureToolView";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__="GestureTool"},
+function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o="left"==e||"above"==e,s=this.parent.model.horizontal?"vertical":"horizontal";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:"auto",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on("tap",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on("press",(()=>this._pressed())),this.el.addEventListener("keydown",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,"data:image")?this.el.style.backgroundImage=`url("${t}")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case"right":return{left_of:this.el};case"left":return{right_of:this.el};case"above":return{below:this.el};case"below":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__="ButtonToolButtonView";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__="ButtonToolView";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:"both"==t?o:`${o} (${"width"==t?"x":"y"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__="ButtonTool",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},
+function _(t,e,i,n,r){
+/*! Hammer.JS - v2.0.7 - 2016-04-22
+     * http://hammerjs.github.io/
+     *
+     * Copyright (c) 2016 Jorik Tangelder;
+     * Licensed under the MIT license */
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t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(" "))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct["pan-y"],o=C(n,At)&&!Ct["pan-x"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?"cancel":8&t?"end":4&t?"move":2&t?"start":""}function xt(t){return 16==t?"down":8==t?"up":2==t?"left":4==t?"right":""}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,"recognizeWith",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,"dropRecognizeWith",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,"requireFailure",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,"dropRequireFailure",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:"pan",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?"in":"out";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:"press",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime>e.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:"swipe",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION="2.0.7",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},["rotate"]],[Xt,{direction:6}],[Rt,{direction:6},["swipe"]],[Yt],[Yt,{event:"doubletap",taps:2},["tap"]],[zt]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||""})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,"add",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,"remove",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent("Event");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:"undefined"!=typeof self?self:{}).Hammer=Ft,"function"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},
+function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__="DOMView",_.tag_name="div"},
+function _(o,t,b,r,e){r(),b.root="bk-root",b.toolbar_hidden="bk-toolbar-hidden",b.toolbar="bk-toolbar",b.logo="bk-logo",b.above="bk-above",b.below="bk-below",b.left="bk-left",b.right="bk-right",b.toolbar_button="bk-toolbar-button",b.tool_overflow="bk-tool-overflow",b.active="bk-active",b.divider="bk-divider",b.horizontal="bk-horizontal",b.vertical="bk-vertical",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:" ";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},
+function _(A,g,o,C,l){C(),o.root="bk-root",o.tool_icon_copy_to_clipboard="bk-tool-icon-copy-to-clipboard",o.tool_icon_replace_mode="bk-tool-icon-replace-mode",o.tool_icon_append_mode="bk-tool-icon-append-mode",o.tool_icon_intersect_mode="bk-tool-icon-intersect-mode",o.tool_icon_subtract_mode="bk-tool-icon-subtract-mode",o.tool_icon_clear_selection="bk-tool-icon-clear-selection",o.tool_icon_box_select="bk-tool-icon-box-select",o.tool_icon_box_zoom="bk-tool-icon-box-zoom",o.tool_icon_zoom_in="bk-tool-icon-zoom-in",o.tool_icon_zoom_out="bk-tool-icon-zoom-out",o.tool_icon_help="bk-tool-icon-help",o.tool_icon_hover="bk-tool-icon-hover",o.tool_icon_crosshair="bk-tool-icon-crosshair",o.tool_icon_lasso_select="bk-tool-icon-lasso-select",o.tool_icon_pan="bk-tool-icon-pan",o.tool_icon_xpan="bk-tool-icon-xpan",o.tool_icon_ypan="bk-tool-icon-ypan",o.tool_icon_range="bk-tool-icon-range",o.tool_icon_polygon_select="bk-tool-icon-polygon-select",o.tool_icon_redo="bk-tool-icon-redo",o.tool_icon_reset="bk-tool-icon-reset",o.tool_icon_save="bk-tool-icon-save",o.tool_icon_tap_select="bk-tool-icon-tap-select",o.tool_icon_undo="bk-tool-icon-undo",o.tool_icon_wheel_pan="bk-tool-icon-wheel-pan",o.tool_icon_wheel_zoom="bk-tool-icon-wheel-zoom",o.tool_icon_box_edit="bk-tool-icon-box-edit",o.tool_icon_freehand_draw="bk-tool-icon-freehand-draw",o.tool_icon_poly_draw="bk-tool-icon-poly-draw",o.tool_icon_point_draw="bk-tool-icon-point-draw",o.tool_icon_poly_edit="bk-tool-icon-poly-edit",o.tool_icon_line_edit="bk-tool-icon-line-edit",o.default='.bk-root 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+function _(o,t,e,r,b){r(),e.root="bk-root",e.menu_icon="bk-menu-icon",e.context_menu="bk-context-menu",e.horizontal="bk-horizontal",e.vertical="bk-vertical",e.divider="bk-divider",e.active="bk-active",e.menu="bk-menu",e.above="bk-above",e.below="bk-below",e.caret="bk-caret",e.down="bk-down",e.up="bk-up",e.left="bk-left",e.right="bk-right",e.default=".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}"},
+function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:"vertical",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener("mousedown",this._on_mousedown),document.addEventListener("keydown",this._on_keydown),window.addEventListener("blur",this._on_blur)}_unlisten(){document.removeEventListener("mousedown",this._on_mousedown),document.removeEventListener("keydown",this._on_keydown),window.removeEventListener("blur",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if("left_of"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if("right_of"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if("below"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if("above"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+"px":"",this.el.style.top=null!=i.top?i.top-n.top+"px":"",this.el.style.right=null!=i.right?n.right-i.right+"px":"",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+"px":""}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add("bk-context-menu",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:["bk-menu-icon",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?"bk-active":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener("click",(()=>{this._item_click(i)})),e.addEventListener("keydown",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__="ContextMenu"},
+function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__="OnOffButtonView"},
+function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__="InspectToolView";class a extends l.ButtonTool{constructor(e){super(e),this.event_type="move"}}t.InspectTool=a,c=a,a.__name__="InspectTool",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},
+function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__="ToolbarViewModel",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o="left"==t||"above"==t,e=this.model.horizontal?"vertical":"horizontal";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.remove_views)(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await(0,h.build_views)(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e="grey"===this.model.logo?M.grey:null,l=(0,c.a)({href:"https://bokeh.org/",target:"_blank",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?"\u22ee":"\u22ef"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case"right":return{left_of:h};case"left":return{right_of:h};case"above":return{below:h};case"below":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener("click",(()=>{_()})),h.addEventListener("keydown",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e="png"==t?"canvas":"svg",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__="ToolbarBaseView";class A extends m.Model{constructor(t){super(t)}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.every)(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return"above"===this.toolbar_location||"below"===this.toolbar_location}get vertical(){return"left"===this.toolbar_location||"right"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__="ToolbarBase",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),"normal"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,"right"]}}))},
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+function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,"lineDash",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case"webgl":case"canvas":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext("2d");if(null==t)throw new Error("unable to obtain 2D rendering context");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case"svg":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),"image/png")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:"image/svg+xml"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__="CanvasLayer"},
+function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:"start",right:"end",center:"middle",start:"start",end:"end"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:"alphabetic",hanging:"hanging",top:"text-before-edge",bottom:"text-after-edge",middle:"central"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(",");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return 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HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement("image");if(e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement("canvas");e.width=r,e.height=n;e.getContext("2d").drawImage(t,a,o,l,h,0,0,r,n),t=e}this._apply_transform(e,c);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute("src");if(e.setAttribute("href",i),null!=this._clip_path){const t=this.__createElement("g");t.setAttribute("clip-path",this._clip_path),t.appendChild(e),_.appendChild(t)}else _.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement("image");e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`);const 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if(t instanceof f){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error("unsupported");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}return new m(i,this)}getLineDash(){const{lineDash:t}=this;return(0,a.isString)(t)?t.split(",").map((t=>parseInt(t))):null==t?[]:t}setLineDash(t){t&&t.length>0?this.lineDash=t.join(","):this.lineDash=null}_to_number(t){return(0,a.isNumber)(t)?t:t.baseVal.value}getTransform(){return this._transform.to_DOMMatrix()}setTransform(...t){let e;e=(0,a.isNumber)(t[0])?new DOMMatrix(t):t[0]instanceof DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error("not implemented")}isPointInStroke(...t){throw new Error("not implemented")}createImageData(...t){throw new Error("not implemented")}getImageData(t,e,i,s){throw new Error("not implemented")}putImageData(...t){throw new Error("not implemented")}drawFocusIfNeeded(...t){throw new Error("not implemented")}scrollPathIntoView(...t){throw new Error("not implemented")}}i.SVGRenderingContext2D=f,f.__name__="SVGRenderingContext2D",f.__random=o.random},
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+function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__="ActionToolButtonView";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__="ActionToolView";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,"do")}}n.ActionTool=d,d.__name__="ActionTool"},
+function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__="HelpToolView";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name="Help",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__="HelpTool",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html"]}))),s.override({description:"Click the question mark to learn more about Bokeh plot tools."}),s.register_alias("help",(()=>new _))},
+function _(o,l,g,A,r){A(),g.root="bk-root",g.logo="bk-logo",g.grey="bk-grey",g.logo_small="bk-logo-small",g.logo_notebook="bk-logo-notebook",g.default=".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,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);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}"},
+function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle("bk-tooltip-custom",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case"horizontal":return t<e.hcenter?"right":"left";case"vertical":return s<e.vcenter?"below":"above";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case"right":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case"left":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case"below":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case"above":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:"auto",this.el.style.right=null!=n?`${n}px`:"auto"}}s.TooltipView=p,p.__name__="TooltipView";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__="Tooltip",n.prototype.default_view=p,n.define((({Boolean:e})=>({attachment:[h.TooltipAttachment,"horizontal"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:"overlay"})},
+function _(o,t,r,e,l){e(),r.root="bk-root",r.tooltip="bk-tooltip",r.left="bk-left",r.tooltip_arrow="bk-tooltip-arrow",r.right="bk-right",r.above="bk-above",r.below="bk-below",r.tooltip_row_label="bk-tooltip-row-label",r.tooltip_row_value="bk-tooltip-row-value",r.tooltip_color_block="bk-tooltip-color-block",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},
+function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t="height"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__="WhiskerView";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__="Whisker",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable:t})=>({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:"underlay"})},
+function _(n,o,t,u,e){u(),e("CustomJS",n(245).CustomJS),e("OpenURL",n(247).OpenURL)},
+function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,"cb_obj","cb_data",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__="CustomJS",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,""]})))},
+function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__="Callback"},
+function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error("HTML output is not supported in this context");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__="OpenURL",s.define((({Boolean:e,String:t})=>({url:[t,"http://"],same_tab:[e,!1]})))},
+function _(a,n,i,e,r){e(),r("Canvas",a(249).Canvas),r("CartesianFrame",a(126).CartesianFrame),r("CoordinateMapping",a(54).CoordinateMapping)},
+function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)"default"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement("canvas"),i=t.getContext("webgl",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace("WebGL is supported, but not the required extensions")}else _.logger.trace("WebGL is supported, but bokehjs(.min).js bundle is not available")}else _.logger.trace("WebGL is not supported");return null}()})(),m={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:"bk-canvas-events",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),"webgl"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error("webgl is not available")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug("Blitting WebGL canvas"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__="CanvasView";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__="Canvas",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,"canvas"]})))},
+function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,"pan:start"),this.pan=new _.Signal(this,"pan"),this.pan_end=new _.Signal(this,"pan:end"),this.pinch_start=new _.Signal(this,"pinch:start"),this.pinch=new _.Signal(this,"pinch"),this.pinch_end=new _.Signal(this,"pinch:end"),this.rotate_start=new _.Signal(this,"rotate:start"),this.rotate=new _.Signal(this,"rotate"),this.rotate_end=new _.Signal(this,"rotate:end"),this.tap=new _.Signal(this,"tap"),this.doubletap=new _.Signal(this,"doubletap"),this.press=new _.Signal(this,"press"),this.pressup=new _.Signal(this,"pressup"),this.move_enter=new _.Signal(this,"move:enter"),this.move=new _.Signal(this,"move"),this.move_exit=new _.Signal(this,"move:exit"),this.scroll=new _.Signal(this,"scroll"),this.keydown=new _.Signal(this,"keydown"),this.keyup=new _.Signal(this,"keyup"),this.hammer=new a.default(this.hit_area,{touchAction:"auto",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener("mousemove",(t=>this._mouse_move(t))),this.hit_area.addEventListener("mouseenter",(t=>this._mouse_enter(t))),this.hit_area.addEventListener("mouseleave",(t=>this._mouse_exit(t))),this.hit_area.addEventListener("contextmenu",(t=>this._context_menu(t))),this.hit_area.addEventListener("wheel",(t=>this._mouse_wheel(t))),document.addEventListener("keydown",this),document.addEventListener("keyup",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener("keydown",this),document.removeEventListener("keyup",this)}handleEvent(t){"keydown"==t.type?this._key_down(t):"keyup"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",(t=>this._doubletap(t))),this.hammer.on("tap",(t=>this._tap(t))),this.hammer.on("press",(t=>this._press(t))),this.hammer.on("pressup",(t=>this._pressup(t))),this.hammer.get("pan").set({direction:a.default.DIRECTION_ALL}),this.hammer.on("panstart",(t=>this._pan_start(t))),this.hammer.on("pan",(t=>this._pan(t))),this.hammer.on("panend",(t=>this._pan_end(t))),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",(t=>this._pinch_start(t))),this.hammer.on("pinch",(t=>this._pinch(t))),this.hammer.on("pinchend",(t=>this._pinch_end(t))),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",(t=>this._rotate_start(t))),this.hammer.on("rotate",(t=>this._rotate(t))),this.hammer.on("rotateend",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case"pan":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case"pinch":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case"rotate":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case"move":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case"tap":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case"press":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case"scroll":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&"pinch"==e&&(h.logger.debug("Registering scroll on touch screen"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t="default"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if("panstart"==e.type||"pan"==e.type||"panend"==e.type){let n;if("panstart"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):"pan"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:"panend"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("pinchstart"==e.type||"pinch"==e.type||"pinchend"==e.type){let n;if("pinchstart"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):"pinch"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:"pinchend"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("rotatestart"==e.type||"rotate"==e.type||"rotateend"==e.type){let n;if("rotatestart"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):"rotate"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:"rotateend"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("mouseenter"==e.type||"mousemove"==e.type||"mouseleave"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&("mouseleave"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:"mouseleave",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&("mouseenter"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:"mouseenter",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&"mousemove"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(":")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case"move":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a="default";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a="crosshair")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case"tap":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case"doubletap":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case"scroll":{const t=_[v.is_mobile?"pinch":"scroll"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case"pan":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case"wheel":return new l.MouseWheel(s,n,i,r,e.delta);case"mousemove":return new l.MouseMove(s,n,i,r);case"mouseenter":return new l.MouseEnter(s,n,i,r);case"mouseleave":return new l.MouseLeave(s,n,i,r);case"tap":return new l.Tap(s,n,i,r);case"doubletap":return new l.DoubleTap(s,n,i,r);case"press":return new l.Press(s,n,i,r);case"pressup":return new l.PressUp(s,n,i,r);case"pan":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case"panstart":return new l.PanStart(s,n,i,r);case"panend":return new l.PanEnd(s,n,i,r);case"pinch":return new l.Pinch(s,n,i,r,e.scale);case"pinchstart":return new l.PinchStart(s,n,i,r);case"pinchend":return new l.PinchEnd(s,n,i,r);case"rotate":return new l.Rotate(s,n,i,r,e.rotation);case"rotatestart":return new l.RotateStart(s,n,i,r);case"rotateend":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return"undefined"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__="UIEventBus"},
+function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if("object"==typeof Reflect&&"function"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__="BokehEvent";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__="ModelEvent";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__="DocumentReady",s.DocumentReady=l=a([o("document_ready")],l);let i=class extends c{};s.ButtonClick=i,i.__name__="ButtonClick",s.ButtonClick=i=a([o("button_click")],i);let u=class extends c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__="MenuItemClick",s.MenuItemClick=u=a([o("menu_item_click")],u);class d extends c{}s.UIEvent=d,d.__name__="UIEvent";let m=class extends d{};s.LODStart=m,m.__name__="LODStart",s.LODStart=m=a([o("lodstart")],m);let h=class extends d{};s.LODEnd=h,h.__name__="LODEnd",s.LODEnd=h=a([o("lodend")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__="RangesUpdate",s.RangesUpdate=p=a([o("rangesupdate")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__="SelectionGeometry",s.SelectionGeometry=x=a([o("selectiongeometry")],x);let j=class extends d{};s.Reset=j,j.__name__="Reset",s.Reset=j=a([o("reset")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__="PointEvent";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,n),this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=g,g.__name__="Pan",s.Pan=g=a([o("pan")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__="Pinch",s.Pinch=P=a([o("pinch")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__="Rotate",s.Rotate=O=a([o("rotate")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__="MouseWheel",s.MouseWheel=b=a([o("wheel")],b);let v=class extends y{};s.MouseMove=v,v.__name__="MouseMove",s.MouseMove=v=a([o("mousemove")],v);let E=class extends y{};s.MouseEnter=E,E.__name__="MouseEnter",s.MouseEnter=E=a([o("mouseenter")],E);let R=class extends y{};s.MouseLeave=R,R.__name__="MouseLeave",s.MouseLeave=R=a([o("mouseleave")],R);let M=class extends y{};s.Tap=M,M.__name__="Tap",s.Tap=M=a([o("tap")],M);let f=class extends y{};s.DoubleTap=f,f.__name__="DoubleTap",s.DoubleTap=f=a([o("doubletap")],f);let S=class extends y{};s.Press=S,S.__name__="Press",s.Press=S=a([o("press")],S);let D=class extends y{};s.PressUp=D,D.__name__="PressUp",s.PressUp=D=a([o("pressup")],D);let k=class extends y{};s.PanStart=k,k.__name__="PanStart",s.PanStart=k=a([o("panstart")],k);let L=class extends y{};s.PanEnd=L,L.__name__="PanEnd",s.PanEnd=L=a([o("panend")],L);let U=class extends y{};s.PinchStart=U,U.__name__="PinchStart",s.PinchStart=U=a([o("pinchstart")],U);let C=class extends y{};s.PinchEnd=C,C.__name__="PinchEnd",s.PinchEnd=C=a([o("pinchend")],C);let T=class extends y{};s.RotateStart=T,T.__name__="RotateStart",s.RotateStart=T=a([o("rotatestart")],T);let B=class extends y{};s.RotateEnd=B,B.__name__="RotateEnd",s.RotateEnd=B=a([o("rotateend")],B)},
+function _(t,e,n,l,o){
+/*!
+     * jQuery Mousewheel 3.1.13
+     *
+     * Copyright jQuery Foundation and other contributors
+     * Released under the MIT license
+     * http://jquery.org/license
+     */
+function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},
+function _(m,o,n,r,a){r(),a("Expression",m(254).Expression),a("CustomJSExpr",m(255).CustomJSExpr),a("Stack",m(256).Stack),a("CumSum",m(257).CumSum),a("ScalarExpression",m(254).ScalarExpression),a("Minimum",m(258).Minimum),a("Maximum",m(259).Maximum);var s=m(260);a("XComponent",s.XComponent),a("YComponent",s.YComponent),a("PolarTransform",m(261).PolarTransform)},
+function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__="Expression";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__="ScalarExpression"},
+function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__="CustomJSExpr",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__="Stack",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},
+function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__="CumSum",i.define((({Boolean:e,String:n})=>({field:[n],include_zero:[e,!1]})))},
+function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__="Minimum",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},
+function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__="Maximum",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},
+function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__="CoordinateTransform";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__="XYComponent",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__="XComponent";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__="YComponent"},
+function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e="anticlock"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__="PolarTransform",a.define((({})=>({radius:[l.DistanceSpec,{field:"radius"}],angle:[l.AngleSpec,{field:"angle"}],direction:[c.Direction,"anticlock"]})))},
+function _(e,t,l,r,i){r(),i("BooleanFilter",e(263).BooleanFilter),i("CustomJSFilter",e(264).CustomJSFilter),i("Filter",e(191).Filter),i("GroupFilter",e(265).GroupFilter),i("IndexFilter",e(266).IndexFilter)},
+function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__="BooleanFilter",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},
+function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,"source",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__="CustomJSFilter",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,""]})))},
+function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__="GroupFilter",u.define((({String:n})=>({column_name:[n],group:[n]})))},
+function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__="IndexFilter",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},
+function _(e,a,l,i,t){i(),t("AnnularWedge",e(268).AnnularWedge),t("Annulus",e(269).Annulus),t("Arc",e(270).Arc),t("Bezier",e(271).Bezier),t("Circle",e(272).Circle),t("Ellipse",e(273).Ellipse),t("EllipseOval",e(274).EllipseOval),t("Glyph",e(179).Glyph),t("HArea",e(187).HArea),t("HBar",e(276).HBar),t("HexTile",e(278).HexTile),t("Image",e(279).Image),t("ImageRGBA",e(281).ImageRGBA),t("ImageURL",e(282).ImageURL),t("Line",e(177).Line),t("MultiLine",e(283).MultiLine),t("MultiPolygons",e(284).MultiPolygons),t("Oval",e(285).Oval),t("Patch",e(186).Patch),t("Patches",e(286).Patches),t("Quad",e(287).Quad),t("Quadratic",e(288).Quadratic),t("Ray",e(289).Ray),t("Rect",e(290).Rect),t("Scatter",e(291).Scatter),t("Segment",e(294).Segment),t("Spline",e(295).Spline),t("Step",e(297).Step),t("Text",e(298).Text),t("VArea",e(189).VArea),t("VBar",e(299).VBar),t("Wedge",e(300).Wedge)},
+function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,u.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x="anticlock"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__="AnnularWedgeView";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__="AnnularWedge",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,"anticlock"],inner_radius:[c.DistanceSpec,{field:"inner_radius"}],outer_radius:[c.DistanceSpec,{field:"outer_radius"}],start_angle:[c.AngleSpec,{field:"start_angle"}],end_angle:[c.AngleSpec,{field:"end_angle"}]})))},
+function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,o.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if("data"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__="AnnulusView";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__="Annulus",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:"inner_radius"}],outer_radius:[d.DistanceSpec,{field:"outer_radius"}]})))},
+function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d="anticlock"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__="ArcView";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__="Arc",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[u.DistanceSpec,{field:"radius"}],start_angle:[u.AngleSpec,{field:"start_angle"}],end_angle:[u.AngleSpec,{field:"end_angle"}]})))},
+function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__="BezierView";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__="Bezier",c.prototype.default_view=y,c.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx0:[l.XCoordinateSpec,{field:"cx0"}],cy0:[l.YCoordinateSpec,{field:"cy0"}],cx1:[l.XCoordinateSpec,{field:"cx1"}],cy1:[l.YCoordinateSpec,{field:"cy1"}]}))),c.mixins(r.LineVector)},
+function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure("max_size",{value:i})}_map_data(){if(this.use_radius)if("data"==this.model.properties.radius.units)switch(this.model.radius_dimension){case"x":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case"y":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case"max":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case"min":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&"data"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&"data"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&"data"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if("h"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&"data"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&"data"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__="CircleView";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__="Circle",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number:s})=>({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,"x"],hit_dilation:[s,1]})))},
+function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__="EllipseView";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__="Ellipse",p.prototype.default_view=a},
+function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){"data"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"):this.sw=(0,l.to_screen)(this.width),"data"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);"data"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),"data"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__="EllipseOvalView";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__="EllipseOval"},
+function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return"data"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return"data"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__="CenterRotatableView";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__="CenterRotatable",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:"width"}],height:[_.DistanceSpec,{field:"height"}]})))},
+function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__="HBarView";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__="HBar",a.prototype.default_view=l,a.define((({})=>({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:"y"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:"right"}]})))},
+function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case"top_left":return{x:r,y:n};case"top":case"top_center":return{x:(r+i)/2,y:n};case"top_right":return{x:i,y:n};case"bottom_left":return{x:r,y:a};case"bottom":case"bottom_center":return{x:(r+i)/2,y:a};case"bottom_right":return{x:i,y:a};case"left":case"center_left":return{x:r,y:(n+a)/2};case"center":case"center_center":return{x:(r+i)/2,y:(n+a)/2};case"right":case"center_right":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if("v"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__="BoxView";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__="Box",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},
+function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{HexTileGL:s}=await Promise.resolve().then((()=>(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if("pointytop"==e)for(let e=0;e<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;"flattop"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if("pointytop"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if("v"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__="HexTileView";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__="HexTile",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number:e})=>({r:[c.NumberSpec,{field:"r"}],q:[c.NumberSpec,{field:"q"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,"pointytop"]}))),a.override({line_color:null})},
+function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__="ImageView";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__="Image",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:["#000000","#252525","#525252","#737373","#969696","#bdbdbd","#d9d9d9","#f0f0f0","#ffffff"]})]})))},
+function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,"expected a 2D array"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement("canvas");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext("2d"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){"data"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,"edge",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),"data"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,"edge",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__="ImageBaseView";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__="ImageBase",n.define((({Boolean:e})=>({image:[d.NDArraySpec,{field:"image"}],dw:[d.DistanceSpec,{field:"dw"}],dh:[d.DistanceSpec,{field:"dh"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},
+function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__="ImageRGBAView";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__="ImageRGBA",n.prototype.default_view=i},
+function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a="data"==this.model.properties.w.units,i="data"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case"top_left":case"bottom_left":case"left":case"center_left":return[e,e+t];case"top":case"top_center":case"bottom":case"bottom_center":case"center":case"center_center":return[e-t/2,e+t/2];case"top_right":case"bottom_right":case"right":case"center_right":return[e-t,e]}}function g(e,t){switch(h){case"top_left":case"top":case"top_center":case"top_right":return[e,e-t];case"bottom_left":case"bottom":case"bottom_center":case"bottom_right":return[e+t,e];case"left":case"center_left":case"center":case"center_center":case"right":case"center_right":return[e+t/2,e-t/2]}}if(a)for(let e=0;e<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){"data"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,"edge",this.model.dilate):this.sw=(0,c.to_screen)(this.w),"data"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,"edge",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case"top_left":return[t,s];case"top":case"top_center":return[t-r/2,s];case"top_right":return[t-r,s];case"right":case"center_right":return[t-r,s-a/2];case"bottom_right":return[t-r,s-a];case"bottom":case"bottom_center":return[t-r/2,s-a];case"bottom_left":return[t,s-a];case"left":case"center_left":return[t,s-a/2];case"center":case"center_center":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__="ImageURLView";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__="ImageURL",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({url:[h.StringSpec,{field:"url"}],anchor:[_.Anchor,"top_left"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},
+function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;"v"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__="MultiLineView";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__="MultiLine",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:"xs"}],ys:[h.YCoordinateSeqSpec,{field:"ys"}]}))),r.mixins(_.LineVector)},
+function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,"evenodd"),this.visuals.hatch.apply(t,s,"evenodd"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__="MultiPolygonsView";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__="MultiPolygons",r.prototype.default_view=p,r.define((({})=>({xs:[y.XCoordinateSeqSeqSeqSpec,{field:"xs"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:"ys"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},
+function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__="OvalView";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__="Oval",t.prototype.default_view=p},
+function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__="PatchesView";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__="Patches",a.prototype.default_view=f,a.define((({})=>({xs:[d.XCoordinateSeqSpec,{field:"xs"}],ys:[d.YCoordinateSeqSpec,{field:"ys"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},
+function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__="QuadView";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__="Quad",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:"right"}],bottom:[l.YCoordinateSpec,{field:"bottom"}],left:[l.XCoordinateSpec,{field:"left"}],top:[l.YCoordinateSpec,{field:"top"}]})))},
+function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__="QuadraticView";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__="Quadratic",o.prototype.default_view=y,o.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx:[l.XCoordinateSpec,{field:"cx"}],cy:[l.YCoordinateSpec,{field:"cy"}]}))),o.mixins(r.LineVector)},
+function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){"data"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__="RayView";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__="Ray",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},
+function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)"default"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if("data"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if("data"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,"edge",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__="RectView";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__="Rect",n.prototype.default_view=y,n.define((({Boolean:t})=>({dilate:[t,!1]})))},
+function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__="ScatterView";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__="Scatter",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:"circle"}]})))},
+function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if("h"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__="MarkerView";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__="Marker",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number:e})=>({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},
+function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},
+function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;"v"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&("h"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__="SegmentView";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__="Segment",o.prototype.default_view=y,o.define((({})=>({x0:[h.XCoordinateSpec,{field:"x0"}],y0:[h.YCoordinateSpec,{field:"y0"}],x1:[h.XCoordinateSpec,{field:"x1"}],y1:[h.YCoordinateSpec,{field:"y1"}]}))),o.mixins(c.LineVector)},
+function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__="SplineView";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__="Spline",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},
+function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},
+function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case"before":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case"after":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case"center":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__="StepView";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__="Step",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,"before"]})))},
+function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf("\n")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split("\n"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case"top":l=0;break;case"middle":l=-o/2+_/2;break;case"bottom":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__="TextView";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__="Text",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({text:[a.NullStringSpec,{field:"text"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},
+function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__="VBarView";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__="VBar",o.prototype.default_view=l,o.define((({})=>({x:[_.XCoordinateSpec,{field:"x"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:"top"}]})))},
+function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y="anticlock"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__="WedgeView";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__="Wedge",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[_.DistanceSpec,{field:"radius"}],start_angle:[_.AngleSpec,{field:"start_angle"}],end_angle:[_.AngleSpec,{field:"end_angle"}]})))},
+function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},
+function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__="GraphHitTestPolicy";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__="EdgesOnly";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__="NodesOnly";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];"selection"==d?n=e.selected.indices.map((t=>e.data.index[t])):"inspection"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__="NodesAndLinkedEdges";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];"selection"==d?n=t.selected.indices:"inspection"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__="EdgesAndLinkedNodes"},
+function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__="LayoutProvider";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__="GraphCoordinates",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__="NodeCoordinates";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__="EdgeCoordinates"},
+function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__="StaticLayoutProvider",o.define((({Number:t,Tuple:a,Dict:l})=>({graph_layout:[l(a(t,t)),{}]})))},
+function _(i,d,n,r,G){r(),G("Grid",i(306).Grid)},
+function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords("major",!1);for(let s=0;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords("major");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords("minor");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[1]&&(t=n[1]);else{[s,t]=n;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,t,r.min)[i],h=t.min,c=t.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;i<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__="GridView";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__="Grid",o.prototype.default_view=c,o.mixins([["grid_",l.Line],["minor_grid_",l.Line],["band_",l.Fill],["band_",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({bounds:[r(t(i,i),e),"auto"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:"underlay",band_fill_color:null,band_fill_alpha:0,grid_line_color:"#e5e5e5",minor_grid_line_color:null})},
+function _(o,a,x,B,e){B(),e("Box",o(308).Box),e("Column",o(310).Column),e("GridBox",o(311).GridBox),e("HTMLBox",o(312).HTMLBox),e("LayoutDOM",o(309).LayoutDOM),e("Panel",o(313).Panel),e("Row",o(314).Row),e("Spacer",o(315).Spacer),e("Tabs",o(316).Tabs),e("WidgetBox",o(319).WidgetBox)},
+function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__="BoxView";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__="Box",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},
+function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if("px"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?"relative":"absolute",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener("resize",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener("resize",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):"",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?"block":"none";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?"fixed":"fit"}_height_policy(){return null!=this.model.height?"fixed":"fit"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;"auto"==t&&(t=this._width_policy()),"auto"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if("fixed"==s)t=i="fixed";else if("stretch_both"==s)t=i="max";else if("stretch_width"==s)t="max";else if("stretch_height"==s)i="max";else switch(null==e&&(e="auto"),s){case"scale_width":t="max",i="min";break;case"scale_height":t="min",i="max";break;case"scale_both":t="max",i="max"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),"auto"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e="png"==t?"canvas":"svg",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__="LayoutDOMView";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__="LayoutDOM",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),"auto"],height_policy:[r(m.SizingPolicy,o),"auto"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),"start"],background:[c(l),null],css_classes:[n(s),[]]}}))},
+function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__="ColumnView";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__="Column",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,"auto"]})))},
+function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__="GridBoxView";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__="GridBox",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,"auto"],cols:[s,"auto"],spacing:[a(t,i(t,t)),0]})))},
+function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__="HTMLBoxView";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__="HTMLBox"},
+function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__="Panel",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,""],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},
+function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__="RowView";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__="Row",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,"auto"]})))},
+function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__="SpacerView";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__="Spacer",o.prototype.default_view=u},
+function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t="above"==e||"below"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:"fit",height_policy:"fixed"}):this.header.set_sizing({width_policy:"fixed",height_policy:"fit"});let l=1,h=1;switch(e){case"above":l-=1;break;case"below":l+=1;break;case"left":h-=1;break;case"right":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position="absolute",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t="above"==e||"below"==e,s=(0,d.size)(this.scroll_el),i=(0,d.scroll_size)(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth="",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight="",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener("click",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=(0,d.div)({class:m.close});e.addEventListener("click",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:""},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener("click",(()=>this.do_scroll("left"))),this.right_el.addEventListener("click",(()=>this.do_scroll("right"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;"left"==e?this._scroll_index-=1:"right"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute("disabled",""):this.left_el.removeAttribute("disabled"),this._scroll_index==t-1?this.right_el.setAttribute("disabled",""):this.right_el.removeAttribute("disabled");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if("above"==i||"below"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__="TabsView";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__="Tabs",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,"above"],active:[e,0]})))},
+function _(e,r,b,o,t){o(),b.root="bk-root",b.tabs_header="bk-tabs-header",b.btn_group="bk-btn-group",b.btn="bk-btn",b.headers_wrapper="bk-headers-wrapper",b.above="bk-above",b.right="bk-right",b.below="bk-below",b.left="bk-left",b.headers="bk-headers",b.tab="bk-tab",b.active="bk-active",b.close="bk-close",b.disabled="bk-disabled",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="gray" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="gray" stroke-width="2"/>      </svg>\');}.bk-root .bk-close:hover{background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="red" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="red" stroke-width="2"/>      </svg>\');}'},
+function _(o,b,r,t,e){t(),r.root="bk-root",r.btn="bk-btn",r.active="bk-active",r.btn_default="bk-btn-default",r.btn_primary="bk-btn-primary",r.btn_success="bk-btn-success",r.btn_warning="bk-btn-warning",r.btn_danger="bk-btn-danger",r.btn_light="bk-btn-light",r.btn_group="bk-btn-group",r.vertical="bk-vertical",r.horizontal="bk-horizontal",r.dropdown_toggle="bk-dropdown-toggle",r.default=".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}"},
+function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__="WidgetBoxView";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__="WidgetBox",i.prototype.default_view=d},
+function _(t,a,i,e,M){e();var T=t(135);M("MathText",T.MathText),M("Ascii",T.Ascii),M("MathML",T.MathML),M("TeX",T.TeX),M("PlainText",t(139).PlainText)},
+function _(r,o,t,e,n){e(),n("CustomJSTransform",r(322).CustomJSTransform),n("Dodge",r(323).Dodge),n("Interpolator",r(325).Interpolator),n("Jitter",r(326).Jitter),n("LinearInterpolator",r(327).LinearInterpolator),n("StepInterpolator",r(328).StepInterpolator),n("Transform",r(56).Transform)},
+function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform("x",this.func)}get vector_transform(){return this._make_transform("xs",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__="CustomJSTransform",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,""],v_func:[t,""]})))},
+function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__="Dodge",t.define((({Number:e})=>({value:[e,0]})))},
+function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__="RangeTransform",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},
+function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error("The x parameter does not correspond to a valid column name defined in the data parameter");if(!(0,l.includes)(t,this.y))throw new Error("The y parameter does not correspond to a valid column name defined in the data parameter");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error("parameters 'x' and 'y' must be both either string fields or arrays");e=this.x,r=this.y}if(e.length!==r.length)throw new Error("The length for x and y do not match");if(e.length<2)throw new Error("x and y must have at least two elements to support interpolation");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__="Interpolator",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},
+function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case"uniform":return this.mean+(f.random()-.5)*this.width;case"normal":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__="Jitter",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,"uniform"]})))},
+function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__="LinearInterpolator"},
+function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case"after":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case"before":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case"center":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__="StepInterpolator",_.define((()=>({mode:[n.StepMode,"after"]})))},
+function _(p,o,t,a,n){a(),n("MapOptions",p(330).MapOptions),n("GMapOptions",p(330).GMapOptions),n("GMapPlot",p(330).GMapPlot),n("Plot",p(331).Plot)},
+function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a("GMapPlotView",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__="MapOptions",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__="GMapOptions",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,"roadmap"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__="GMapPlot",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,"weekly"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},
+function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i("PlotView",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,"reset");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t="center"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__="Plot",a.prototype.default_view=P.PlotView,a.mixins([["outline_",s.Line],["background_",s.Fill],["border_",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),"right"],toolbar_sticky:[e,!0],plot_width:[l.Alias("width")],plot_height:[l.Alias("height")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),"",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),"above"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,"canvas"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,"standard"]}))),a.override({width:600,height:600,outline_line_color:"#e5e5e5",border_fill_color:"#ffffff",background_fill_color:"#ffffff"})},
+function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error("wasn't paused");this._is_paused-=1,0!=this._is_paused||e||this.request_paint("everything")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint("everything")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if("everything"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint("everything")}reset(){"standard"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),g.logger.debug("PlotView initialized")}_width_policy(){return null==this.model.frame_width?super._width_policy():"min"}_height_policy(){return null==this.model.frame_height?super._height_policy():"min"}_update_layout(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case"above":return n;case"below":return o;case"left":return l;case"right":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]="above"==v||"below"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i="above"==e||"below"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?"width_policy":"height_policy";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:"min"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:"max",height_policy:"min"})):(n=new k.Column(t),n.set_sizing({width_policy:"min",height_policy:"max"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:"fixed",width:P}:{width_policy:"fit"}),null!=j?{height_policy:"fixed",height:j}:{height_policy:"fit"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m("above",n)),V.children=m("below",o),S.children=(0,w.reversed)(m("left",l)),O.children=m("right",r),R.set_sizing({width_policy:"fit",height_policy:"min"}),V.set_sizing({width_policy:"fit",height_policy:"min"}),S.set_sizing({width_policy:"min",height_policy:"fit"}),O.set_sizing({width_policy:"min",height_policy:"fit"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint("everything"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e<this.model.lod_interval?setTimeout((()=>{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint("everything")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if("overlay"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,"image",a,!0),this._paint_levels(n.ctx,"underlay",a,!0),this._paint_levels(n.ctx,"glyph",a,!0),this._paint_levels(n.ctx,"guide",a,!1),this._paint_levels(n.ctx,"annotation",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,"overlay",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle="blue",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i="png"==e?"canvas":"svg",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,["children"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__="PlotView"},
+function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},
+function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn("Follow enabled so bounds are unset.");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn("could not set initial ranges"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&"auto"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&"auto"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__="RangeManager"},
+function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,"state_changed"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.index<this.history.length-1}}s.StateManager=a,a.__name__="StateManager"},
+function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},"gmaps_ready");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t="https://developers.google.com/maps/documentation/javascript/get-api-key";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if("undefined"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement("script");o.type="text/javascript",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint("everything")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:"absolute"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,"idle",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,"bounds_changed",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,"tilesloaded",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center("lat"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center("lng"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center("lat"),this._update_center("lng"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&"undefined"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__="GMapPlotView"},
+function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},
+function _(e,r,d,n,R){n(),R("GlyphRenderer",e(175).GlyphRenderer),R("GraphRenderer",e(339).GraphRenderer),R("GuideRenderer",e(129).GuideRenderer);var G=e(41);R("Renderer",G.Renderer),R("RendererGroup",G.RendererGroup)},
+function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__="GraphRendererView";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__="GraphRenderer",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},
+function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c("Selection",e(72).Selection)},
+function _(a,e,S,o,r){o(),r("ServerSentDataSource",a(342).ServerSentDataSource),r("AjaxDataSource",a(344).AjaxDataSource),r("ColumnDataSource",a(75).ColumnDataSource),r("ColumnarDataSource",a(70).ColumnarDataSource),r("CDSView",a(190).CDSView),r("DataSource",a(71).DataSource),r("GeoJSONDataSource",a(345).GeoJSONDataSource),r("WebDataSource",a(343).WebDataSource)},
+function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__="ServerSentDataSource"},
+function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case"replace":this.data=r;break;case"append":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__="WebDataSource",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,"replace"],adapter:[n(e),null],data_url:[a]})))},
+function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener("load",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener("error",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader("Content-Type",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.entries)(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__="AjaxDataSource",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,"application/json"],http_headers:[s(i),{}],method:[o.HTTPMethod,"POST"],if_modified:[t,!1]})))},
+function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.range)(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case"Point":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=_(s);break}case"LineString":{const{coordinates:r}=e;for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"Polygon":{e.coordinates.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used.");const r=e.coordinates[0];for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPoint":i.logger.warn("MultiPoint not supported in Bokeh");break;case"MultiLineString":{const n=e.coordinates.reduce(r);for(let e=0;e<n.length;e++){const[r,s,a]=n[e];t.xs[o][e]=r,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPolygon":{const n=[];for(const t of e.coordinates)t.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used."),n.push(t[0]);const s=n.reduce(r);for(let e=0;e<s.length;e++){const[r,n,a]=s[e];t.xs[o][e]=r,t.ys[o][e]=n,t.zs[o][e]=_(a)}break}default:throw new Error(`Invalid GeoJSON geometry type: ${e.type}`)}}geojson_to_column_data(){const e=JSON.parse(this.geojson);let t;switch(e.type){case"GeometryCollection":if(null==e.geometries)throw new Error("No geometries found in GeometryCollection");if(0===e.geometries.length)throw new Error("geojson.geometries must have one or more items");t=e.geometries;break;case"FeatureCollection":if(null==e.features)throw new Error("No features found in FeaturesCollection");if(0==e.features.length)throw new Error("geojson.features must have one or more items");t=e.features;break;default:throw new Error("Bokeh only supports type GeometryCollection and FeatureCollection at top level")}let o=0;for(const e of t){const t="Feature"===e.type?e.geometry:e;"GeometryCollection"==t.type?o+=t.geometries.length:o+=1}const r={x:this._get_new_nan_array(o),y:this._get_new_nan_array(o),z:this._get_new_nan_array(o),xs:this._get_new_list_array(o),ys:this._get_new_list_array(o),zs:this._get_new_list_array(o)};let n=0;for(const e of t){const t="Feature"==e.type?e.geometry:e;if("GeometryCollection"==t.type)for(const s of t.geometries)this._add_geometry(s,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1;else this._add_geometry(t,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1}return r}}o.GeoJSONDataSource=u,s=u,u.__name__="GeoJSONDataSource",s.define((({String:e})=>({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},
+function _(e,r,T,o,S){o(),S("BBoxTileSource",e(347).BBoxTileSource),S("MercatorTileSource",e(348).MercatorTileSource),S("QUADKEYTileSource",e(351).QUADKEYTileSource),S("TileRenderer",e(352).TileRenderer),S("TileSource",e(349).TileSource),S("TMSTileSource",e(355).TMSTileSource),S("WMTSTileSource",e(353).WMTSTileSource)},
+function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace("{XMIN}",i.toString()).replace("{YMIN}",s.toString()).replace("{XMAX}",l.toString()).replace("{YMAX}",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__="BBoxTileSource",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},
+function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)<Math.abs(t-r)?e:t}));return this._resolutions.indexOf(o)}snap_to_zoom_level(t,e,i,_){const[s,r,o,n]=t,l=this._resolutions[_];let u=i*l,a=e*l;if(!this.snap_to_zoom){const t=(o-s)/u,e=(n-r)/a;t>e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<<i)-e]}meters_to_tile(t,e,i){const[_,s]=this.meters_to_pixels(t,e,i);return this.pixels_to_tile(_,s)}get_tile_meter_bounds(t,e,i){const[_,s]=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),[r,o]=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[_,s,r,o]}get_tile_geographic_bounds(t,e,i){const _=this.get_tile_meter_bounds(t,e,i),[s,r,o,n]=(0,l.meters_extent_to_geographic)(_);return[s,r,o,n]}get_tiles_by_extent(t,e,i=1){const[_,s,r,o]=t;let[n,l]=this.meters_to_tile(_,s,e),[u,a]=this.meters_to_tile(r,o,e);n-=i,l-=i,u+=i,a+=i;const h=[];for(let t=a;t>=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<<s-1;switch(t.charAt(_-s)){case"0":continue;case"1":e|=r;break;case"2":i|=r;break;case"3":e|=r,i|=r;break;default:throw new TypeError(`Invalid Quadkey: ${t}`)}}return[e,i,_]}tile_xyz_to_quadkey(t,e,i){let _="";for(let s=i;s>0;s--){const i=1<<s-1;let r=0;0!=(t&i)&&(r+=1),0!=(e&i)&&(r+=2),_+=r.toString()}return _}children_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=[];for(let t=0;t<=3;t++){const[e,i,r]=this.quadkey_to_tile_xyz(_+t.toString()),o=this.get_tile_meter_bounds(e,i,r);s.push([e,i,r,o])}return s}get_closest_parent_by_tile_xyz(t,e,i){const _=this.calculate_world_x_by_tile_xyz(t,e,i);[t,e,i]=this.normalize_xyz(t,e,i);let s=this.tile_xyz_to_quadkey(t,e,i);for(;s.length>0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__="MercatorTileSource",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},
+function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace("{x}","{X}").replace("{y}","{Y}").replace("{z}","{Z}").replace("{q}","{Q}").replace("{xmin}","{XMIN}").replace("{ymin}","{YMIN}").replace("{xmax}","{XMAX}").replace("{ymax}","{YMAX}");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(":").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",t.toString()).replace("{Z}",r.toString())}}r.TileSource=c,l=c,c.__name__="TileSource",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,""],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,""],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},
+function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},
+function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace("{Q}",i)}}r.QUADKEYTileSource=c,c.__name__="QUADKEYTileSource"},
+function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.isString)(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=(0,d.div)({class:p.tile_attribution,style:{position:"absolute",right:`${s}px`,bottom:`${_}px`,"max-width":n-4+"px",padding:"2px","background-color":"rgba(255,255,255,0.5)","font-size":"9px","line-height":"1.05","white-space":"nowrap",overflow:"hidden","text-overflow":"ellipsis"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\s*\n\s*/g," ")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const n=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0==this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);e<i;e++){const[i,s,_]=n[e],a=this.model.tile_source.children_by_tile_xyz(i,s,_);for(const e of a){const[i,s,_,n]=e;t.tiles.has(t.tile_xyz_to_key(i,s,_))||this._create_tile(i,s,_,n,!0)}}}_fetch_tiles(t){for(const e of t){const[t,i,s,_]=e;this._create_tile(t,i,s,_)}}_update(){const{tile_source:t}=this.model,{min_zoom:e}=t,{max_zoom:i}=t;let s=this.get_extent();const _=this.extent[2]-this.extent[0]<s[2]-s[0],n=this.map_frame.bbox.height,a=this.map_frame.bbox.width;let o=t.get_level_by_extent(s,n,a),r=!1;o<e?(s=this.extent,o=e,r=!0):o>i&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__="TileRendererView";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__="TileRenderer",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:"image"})},
+function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace("{X}",s.toString()).replace("{Y}",c.toString()).replace("{Z}",i.toString())}}r.WMTSTileSource=i,i.__name__="WMTSTileSource"},
+function _(t,o,i,b,r){b(),i.root="bk-root",i.tile_attribution="bk-tile-attribution",i.default=".bk-root .bk-tile-attribution a{color:black;}"},
+function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",r.toString()).replace("{Z}",t.toString())}}t.TMSTileSource=l,l.__name__="TMSTileSource"},
+function _(e,t,u,a,r){a(),r("CanvasTexture",e(357).CanvasTexture),r("ImageURLTexture",e(359).ImageURLTexture),r("Texture",e(358).Texture)},
+function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function("ctx","color","scale","weight",t)}get_pattern(t,e,n){const c=document.createElement("canvas");c.width=e,c.height=e;const s=c.getContext("2d");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__="CanvasTexture",r.define((({String:t})=>({code:[t]})))},
+function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__="Texture",i.define((()=>({repetition:[u.TextureRepetition,"repeat"]})))},
+function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__="ImageURLTexture",a.define((({String:e})=>({url:[e]})))},
+function _(o,l,T,e,t){e(),t("ActionTool",o(238).ActionTool),t("CustomAction",o(361).CustomAction),t("HelpTool",o(239).HelpTool),t("RedoTool",o(362).RedoTool),t("ResetTool",o(363).ResetTool),t("SaveTool",o(364).SaveTool),t("UndoTool",o(365).UndoTool),t("ZoomInTool",o(366).ZoomInTool),t("ZoomOutTool",o(369).ZoomOutTool),t("ButtonTool",o(224).ButtonTool),t("EditTool",o(370).EditTool),t("BoxEditTool",o(371).BoxEditTool),t("FreehandDrawTool",o(372).FreehandDrawTool),t("PointDrawTool",o(373).PointDrawTool),t("PolyDrawTool",o(374).PolyDrawTool),t("PolyTool",o(375).PolyTool),t("PolyEditTool",o(376).PolyEditTool),t("BoxSelectTool",o(377).BoxSelectTool),t("BoxZoomTool",o(379).BoxZoomTool),t("GestureTool",o(223).GestureTool),t("LassoSelectTool",o(380).LassoSelectTool),t("LineEditTool",o(382).LineEditTool),t("PanTool",o(384).PanTool),t("PolySelectTool",o(381).PolySelectTool),t("RangeTool",o(385).RangeTool),t("SelectTool",o(378).SelectTool),t("TapTool",o(386).TapTool),t("WheelPanTool",o(387).WheelPanTool),t("WheelZoomTool",o(388).WheelZoomTool),t("CrosshairTool",o(389).CrosshairTool),t("CustomJSHover",o(390).CustomJSHover),t("HoverTool",o(391).HoverTool),t("InspectTool",o(232).InspectTool),t("Tool",o(222).Tool),t("ToolProxy",o(394).ToolProxy),t("Toolbar",o(221).Toolbar),t("ToolbarBase",o(233).ToolbarBase),t("ProxyToolbar",o(395).ProxyToolbar),t("ToolbarBox",o(395).ToolbarBox)},
+function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat("bk-toolbar-button-custom-action")}}e.CustomActionButtonView=u,u.__name__="CustomActionButtonView";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__="CustomActionView";class a extends i.ActionTool{constructor(t){super(t),this.tool_name="Custom Action",this.button_view=u}}e.CustomAction=a,c=a,a.__name__="CustomAction",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:"Perform a Custom Action"})},
+function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__="RedoToolView";class a extends l.ActionTool{constructor(e){super(e),this.tool_name="Redo",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__="RedoTool",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias("redo",(()=>new a))},
+function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__="ResetToolView";class r extends n.ActionTool{constructor(e){super(e),this.tool_name="Reset",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__="ResetTool",_.prototype.default_view=c,_.register_alias("reset",(()=>new r))},
+function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(e)});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement("a");t.href=URL.createObjectURL(o),t.download=e,t.target="_blank",t.dispatchEvent(new MouseEvent("click"))}doit(e="save"){switch(e){case"save":this.save("bokeh_plot");break;case"copy":this.copy()}}}t.SaveToolView=l,l.__name__="SaveToolView";class r extends c.ActionTool{constructor(e){super(e),this.tool_name="Save",this.icon=n.tool_icon_save}get menu(){return[{icon:"bk-tool-icon-copy-to-clipboard",tooltip:"Copy image to clipboard",if:()=>"undefined"!=typeof ClipboardItem,handler:()=>{this.do.emit("copy")}}]}}t.SaveTool=r,s=r,r.__name__="SaveTool",s.prototype.default_view=l,s.register_alias("save",(()=>new r))},
+function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__="UndoToolView";class a extends l.ActionTool{constructor(o){super(o),this.tool_name="Undo",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__="UndoTool",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias("undo",(()=>new a))},
+function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__="ZoomInToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name="Zoom In",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__="ZoomInTool",t.prototype.default_view=a,t.register_alias("zoom_in",(()=>new l({dimensions:"both"}))),t.register_alias("xzoom_in",(()=>new l({dimensions:"width"}))),t.register_alias("yzoom_in",(()=>new l({dimensions:"height"})))},
+function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i="width"==e||"both"==e,s="height"==e||"both"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push("zoom_out",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__="ZoomBaseToolView";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__="ZoomBaseTool",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,"both"]})))},
+function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},
+function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__="ZoomOutToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name="Zoom Out",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__="ZoomOutTool",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias("zoom_out",(()=>new l({dimensions:"both"}))),n.register_alias("xzoom_out",(()=>new l({dimensions:"width"}))),n.register_alias("yzoom_out",(()=>new l({dimensions:"height"})))},
+function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,a.unreachable)():"replace"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e<s.length;e++){const t=s[e];o.splice(t-e,1)}}this._emit_cds_changes(t)}_pop_glyphs(e,t){const s=e.columns();if(t&&s.length)for(const o of s){let s=e.get_array(o);const n=s.length-t+1;n<1||((0,c.isArray)(s)||(s=Array.from(s),e.data[o]=s),s.splice(0,n))}}_emit_cds_changes(e,t=!0,s=!0,o=!0){s&&e.selection_manager.clear(),t&&e.change.emit(),o&&(e.data=e.data,e.properties.data.change.emit())}_drag_points(e,t,s="both"){if(null==this._basepoint)return;const[o,n]=this._basepoint;for(const r of t){const t=this._map_drag(o,n,r),i=this._map_drag(e.sx,e.sy,r);if(null==i||null==t)continue;const[c,a]=i,[_,l]=t,[d,u]=[c-_,a-l],h=r.glyph,m=r.data_source,[p,f]=[h.x.field,h.y.field];for(const e of m.selected.indices)!p||"width"!=s&&"both"!=s||(m.data[p][e]+=d),!f||"height"!=s&&"both"!=s||(m.data[f][e]+=u);m.change.emit()}this._basepoint=[e.sx,e.sy]}_pad_empty_columns(e,t){for(const s of e.columns())(0,i.includes)(t,s)||e.get_array(s).push(this.model.empty_value)}_select_event(e,t,s){const o=this.plot_view.frame,{sx:n,sy:r}=e;if(!o.bbox.contains(n,r))return[];const i={type:"point",sx:n,sy:r},c=[];for(const e of s){const s=e.get_selection_manager(),o=e.data_source,n=this.plot_view.renderer_view(e);if(null!=n){s.select([n],i,!0,t)&&c.push(e),o.properties.selected.change.emit()}}return c}}s.EditToolView=d,d.__name__="EditToolView";class u extends l.GestureTool{constructor(e){super(e)}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=u,r=u,u.__name__="EditTool",r.define((({Unknown:e,String:t,Array:s,Ref:o,Nullable:n})=>({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},
+function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,"append",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__="BoxEditToolView";class h extends d.EditTool{constructor(e){super(e),this.tool_name="Box Edit Tool",this.icon=l.tool_icon_box_edit,this.event_type=["tap","pan","move"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__="BoxEditTool",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,"both"],num_objects:[e,0]})))},
+function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if("new"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if("add"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,"new")}_pan(e){this._draw(e,"add")}_pan_end(e){this._draw(e,"add",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__="FreehandDrawToolView";class h extends n.EditTool{constructor(e){super(e),this.tool_name="Freehand Draw Tool",this.icon=i.tool_icon_freehand_draw,this.event_type=["pan","tap"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__="FreehandDrawTool",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias("freehand_draw",(()=>new h))},
+function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__="PointDrawToolView";class l extends _.EditTool{constructor(e){super(e),this.tool_name="Point Draw Tool",this.icon=r.tool_icon_point_draw,this.event_type=["tap","pan","move"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__="PointDrawTool",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},
+function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,"add",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if("new"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if("edit"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if("add"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;s<this.model.renderers.length;s++){const i=this.model.renderers[s],a=i.data_source,r=i.glyph,[o,n]=[r.xs.field,r.ys.field];if(o)for(const t of a.get_array(o))e.push(...t);if(n)for(const e of a.get_array(n))t.push(...e);this._drawing&&s==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}_doubletap(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,"edit",!0)):(this._drawing=!0,this._draw(e,"new",!0)))}_move(e){this._drawing&&this._draw(e,"edit")}_remove(){const e=this.model.renderers[0],t=e.data_source,s=e.glyph,[i,a]=[s.xs.field,s.ys.field];if(i){const e=t.data[i].length-1,s=t.get_array(i)[e];s.splice(s.length-1,1)}if(a){const e=t.data[a].length-1,s=t.get_array(a)[e];s.splice(s.length-1,1)}this._emit_cds_changes(t)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===o.Keys.Backspace?this._delete_selected(t):e.keyCode==o.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),t.data_source.selection_manager.clear())}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){if(null==this._basepoint||!this.model.drag)return;const[t,s]=this._basepoint;for(const i of this.model.renderers){const a=this._map_drag(t,s,i),r=this._map_drag(e.sx,e.sy,i);if(null==r||null==a)continue;const o=i.data_source,n=i.glyph,[d,_]=[n.xs.field,n.ys.field];if(!d&&!_)continue;const[h,l]=r,[c,g]=a,[f,p]=[h-c,l-g];for(const e of o.selected.indices){let t,s,i;d&&(s=o.data[d][e]),_?(i=o.data[_][e],t=i.length):t=s.length;for(let e=0;e<t;e++)s&&(s[e]+=f),i&&(i[e]+=p)}o.change.emit()}this._basepoint=[e.sx,e.sy]}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source);this._basepoint=null}}activate(){if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(const e of this.model.renderers){const t=e.data_source;t.connect(t.properties.data.change,(()=>this._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__="PolyDrawToolView";class l extends d.PolyTool{constructor(e){super(e),this.tool_name="Polygon Draw Tool",this.icon=_.tool_icon_poly_draw,this.event_type=["pan","tap","move"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__="PolyDrawTool",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},
+function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,"replace",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__="PolyToolView";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__="PolyTool",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},
+function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,"replace",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,"replace",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,"append",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=c,c.__name__="PolyEditToolView";class o extends l.PolyTool{constructor(e){super(e),this.tool_name="Poly Edit Tool",this.icon=a.tool_icon_poly_edit,this.event_type=["tap","pan","move"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__="PolyEditTool",_.prototype.default_view=c},
+function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if("center"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push("box_select",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l="replace"){const n={type:"rect",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__="BoxSelectToolView";const h=()=>new _.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends n.SelectTool{constructor(e){super(e),this.tool_name="Box Select",this.icon=r.tool_icon_box_select,this.event_type="pan",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__="BoxSelectTool",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,"both"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,"corner"]}))),l.register_alias("box_select",(()=>new m)),l.register_alias("xbox_select",(()=>new m({dimensions:"width"}))),l.register_alias("ybox_select",(()=>new m({dimensions:"height"})))},
+function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let r;switch(e.type){case"point":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"span":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"rect":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case"poly":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__="SelectToolView";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,"clear")}get menu(){return[{icon:"bk-tool-icon-replace-mode",tooltip:"Replace the current selection",active:()=>"replace"==this.mode,handler:()=>{this.mode="replace",this.active=!0}},{icon:"bk-tool-icon-append-mode",tooltip:"Append to the current selection (Shift)",active:()=>"append"==this.mode,handler:()=>{this.mode="append",this.active=!0}},{icon:"bk-tool-icon-intersect-mode",tooltip:"Intersect with the current selection (Ctrl)",active:()=>"intersect"==this.mode,handler:()=>{this.mode="intersect",this.active=!0}},{icon:"bk-tool-icon-subtract-mode",tooltip:"Subtract from the current selection (Shift+Ctrl)",active:()=>"subtract"==this.mode,handler:()=>{this.mode="subtract",this.active=!0}},null,{icon:"bk-tool-icon-clear-selection",tooltip:"Clear the current selection (Esc)",handler:()=>{this.clear.emit()}}]}}s.SelectTool=b,o=b,b.__name__="SelectTool",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),"auto"],names:[t(e),[]],mode:[_.SelectionMode,"replace"]})))},
+function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m<n&&(m=n)),l=Math.abs(p-m),t[1]<=o[1]?(b=t[1],d=t[1]+l/s,d>_&&(d=_)):(d=t[1],b=t[1]-l/s,b<a&&(b=a)),r=Math.abs(d-b),t[0]<=o[0]?p=t[0]+s*r:m=t[0]-s*r,[[m,p],[b,d]]}_compute_limits(t){const o=this.plot_view.frame,e=this.model.dimensions;let s,i,n=this._base_point;if("center"==this.model.origin){const[o,e]=n,[s,i]=t;n=[o-(s-o),e-(i-e)]}return this.model.match_aspect&&"both"==e?[s,i]=this._match_aspect(n,t,o):[s,i]=this.model._get_dim_limits(n,t,o,e),[s,i]}_pan_start(t){this._base_point=[t.sx,t.sy]}_pan(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this.model.overlay.update({left:e[0],right:e[1],top:s[0],bottom:s[1]})}_pan_end(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this._update(e,s),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.trigger_ranges_update_event()}_update([t,o],[e,s]){if(Math.abs(o-t)<=5||Math.abs(s-e)<=5)return;const{x_scales:i,y_scales:n}=this.plot_view.frame,_=new Map;for(const[e,s]of i){const[i,n]=s.r_invert(t,o);_.set(e,{start:i,end:n})}const a=new Map;for(const[t,o]of n){const[i,n]=o.r_invert(e,s);a.set(t,{start:i,end:n})}const l={xrs:_,yrs:a};this.plot_view.state.push("box_zoom",{range:l}),this.plot_view.update_range(l)}}e.BoxZoomToolView=h,h.__name__="BoxZoomToolView";const c=()=>new a.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends _.GestureTool{constructor(t){super(t),this.tool_name="Box Zoom",this.icon=r.tool_icon_box_zoom,this.event_type="pan",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__="BoxZoomTool",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,"both"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,"corner"]}))),n.register_alias("box_zoom",(()=>new m({dimensions:"both"}))),n.register_alias("xbox_zoom",(()=>new m({dimensions:"width"}))),n.register_alias("ybox_zoom",(()=>new m({dimensions:"height"})))},
+function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push("lasso_select",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:"poly",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__="LassoSelectToolView";class y extends i.SelectTool{constructor(s){super(s),this.tool_name="Lasso Select",this.icon=h.tool_icon_lasso_select,this.event_type="pan",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__="LassoSelectTool",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias("lasso_select",(()=>new y))},
+function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push("poly_select",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:"poly",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__="PolySelectToolView";s.DEFAULT_POLY_OVERLAY=()=>new _.PolyAnnotation({level:"overlay",xs_units:"screen",ys_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class d extends a.SelectTool{constructor(e){super(e),this.tool_name="Poly Select",this.icon=h.tool_icon_polygon_select,this.event_type="tap",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__="PolySelectTool",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias("poly_select",(()=>new d))},
+function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,"replace",[s]).length&&(this._selected_renderer=s)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,"append",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}s.LineEditToolView=l,l.__name__="LineEditToolView";class h extends d.LineTool{constructor(e){super(e),this.tool_name="Line Edit Tool",this.icon=o.tool_icon_line_edit,this.event_type=["tap","pan","move"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__="LineEditTool",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,"both"]})))},
+function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__="LineToolView";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__="LineTool",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},
+function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(n<t.start||n>t.end)&&(this.v_axis_only=!0),(e<s.start||e>s.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push("pan",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;"width"!=p&&"both"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),"height"!=p&&"both"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__="PanToolView";class p extends _.GestureTool{constructor(t){super(t),this.tool_name="Pan",this.event_type="pan",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__="PanTool",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,"both",{on_update(t,s){switch(t){case"both":s.icon=r.tool_icon_pan;break;case"width":s.icon=r.tool_icon_xpan;break;case"height":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias("pan",(()=>new p({dimensions:"both"}))),a.register_alias("xpan",(()=>new p({dimensions:"width"}))),a.register_alias("ypan",(()=>new p({dimensions:"height"})))},
+function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)<s}function c(e,t,i,s,n){let l=!0;if(null!=n.left&&null!=n.right){const t=i.invert(e);(t<n.left||t>n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(e<n.bottom||e>n.top)&&(l=!1)}return l}function g(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e<t.end?(t.start=e,i):(t.start=t.end,t.end=e,d(i))}function m(e,t,i,s){const[n,l]=t.r_compute(e.start,e.end),[a,r]=t.r_invert(n+i,l+i),o=g(e.start,e.end,s);g(a,r,s)>=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__="RangeToolView";const x=()=>new a.BoxAnnotation({level:"overlay",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name="Range Tool",this.icon=h.tool_icon_range,this.event_type="pan",this.default_order=1}initialize(){super.initialize(),this.overlay.in_cursor="grab",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?"ew-resize":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?"ns-resize":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn("RangeTool not configured with any Ranges.")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=w,l=w,w.__name__="RangeTool",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},
+function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){"tap"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){"doubletap"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:"point",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if("select"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push("tap",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__="TapToolView";class r extends a.SelectTool{constructor(e){super(e),this.tool_name="Tap",this.icon=c.tool_icon_tap_select,this.event_type="tap",this.default_order=10}}s.TapTool=r,l=r,r.__name__="TapTool",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,"select"],gesture:[t("tap","doubletap"),"tap"],callback:[s(e)]}))),l.register_alias("click",(()=>new r({behavior:"inspect"}))),l.register_alias("tap",(()=>new r)),l.register_alias("doubletap",(()=>new r({gesture:"doubletap"})))},
+function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case"height":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case"width":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push("wheel_pan",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__="WheelPanToolView";class d extends o.GestureTool{constructor(e){super(e),this.tool_name="Wheel Pan",this.icon=_.tool_icon_wheel_pan,this.event_type="scroll",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__="WheelPanTool",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,"width"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias("xwheel_pan",(()=>new d({dimension:"width"}))),a.register_alias("ywheel_pan",(()=>new d({dimension:"height"})))},
+function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:"wheel",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=("width"==h||"both"==h)&&s.start<n&&n<s.end,r=("height"==h||"both"==h)&&i.start<l&&l<i.end;if(!(a&&r||this.model.zoom_on_axis))return;const m=this.model.speed*e.delta,d=(0,_.scale_range)(t,m,a,r,{x:n,y:l});this.plot_view.state.push("wheel_zoom",{range:d});const{maintain_focus:c}=this.model;this.plot_view.update_range(d,{scrolling:!0,maintain_focus:c}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__="WheelZoomToolView";class d extends l.GestureTool{constructor(e){super(e),this.tool_name="Wheel Zoom",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?"pinch":"scroll",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__="WheelZoomTool",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,"both"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias("wheel_zoom",(()=>new d({dimensions:"both"}))),n.register_alias("xwheel_zoom",(()=>new d({dimensions:"width"}))),n.register_alias("ywheel_zoom",(()=>new d({dimensions:"height"})))},
+function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;"width"!=s&&"both"!=s||(this.model.spans.width.location=e),"height"!=s&&"both"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__="CrosshairToolView";class p extends l.InspectTool{constructor(i){super(i),this.tool_name="Crosshair",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__="CrosshairTool",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:"screen",level:"overlay",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,"both"],line_color:[s,"black"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,"width"),height:i(e,"height")})]}))),n.register_alias("crosshair",(()=>new p))})()},
+function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code("value","format","special_vars",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__="CustomJSHover",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if("span"==t.type)"h"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return a<c?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function H(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=G,n._line_hit=H;class z extends l.InspectToolView{initialize(){super.initialize(),this._ttmodels=new Map,this._ttviews=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._update_ttmodels();const{tooltips:e}=this.model;e instanceof V.Template&&(this._template_view=await(0,S.build_view)(e,{parent:this}),this._template_view.render())}remove(){var e;null===(e=this._template_view)||void 0===e||e.remove(),(0,S.remove_views)(this._ttviews),super.remove()}connect_signals(){super.connect_signals();const e=this.plot_model.properties.renderers,{renderers:t,tooltips:n}=this.model.properties;this.on_change(n,(()=>delete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if("mouse"==this.model.mode)n={type:"point",sx:e,sy:t};else{n={type:"span",direction:"vline"==this.model.mode?"h":"v",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if("point"!=t.type&&"span"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if("ignore"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case"interp":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case"prev":[[s,i],c]=H(C.sx,C.sy,n);break;case"next":[[s,i],c]=H(C.sx,C.sy,n+1);break;case"nearest":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case"interp":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case"prev":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case"next":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case"nearest":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error("shouldn't have happened")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if("snap_to_data"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point("center",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:"table",borderSpacing:"2px"}});for(const[n]of e){const e=(0,w.div)({style:{display:"table-row"}});t.appendChild(e);const s=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_label},0!=n.length?`${n}: `:"");e.appendChild(s);const i=(0,w.span)();i.dataset.value="";const o=(0,w.span)({class:M.tooltip_color_block}," ");o.dataset.swatch="",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll("[data-value]"),l=o.querySelectorAll("[data-swatch]"),a=/\$color(\[.*\])?:(\w*)/,c=/\$swatch:(\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e="",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf("hex")>=0,c=e.indexOf("swatch")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent="(null)";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace("$~","$data_"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__="HoverToolView";class P extends l.InspectTool{constructor(e){super(e),this.tool_name="Hover",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__="HoverTool",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[["index","$index"],["data (x, y)","($x, $y)"],["screen (x, y)","($sx, $sy)"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),"auto"],names:[s(n),[]],mode:[T.HoverMode,"mouse"],muted_policy:[T.MutedPolicy,"show"],point_policy:[T.PointPolicy,"snap_to_data"],line_policy:[T.LinePolicy,"nearest"],show_arrow:[t,!0],anchor:[T.Anchor,"center"],attachment:[T.TooltipAttachment,"horizontal"],callback:[d(e)]}))),r.register_alias("hover",(()=>new P))},
+function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a("Styles",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__="DOMNodeView";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__="DOMNode",z.__module__="bokeh.models.dom";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode("")}}s.TextView=P,P.__name__="TextView";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__="Text",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,""]})));class N extends C{}s.PlaceholderView=N,N.__name__="PlaceholderView",N.tag_name="span";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__="Placeholder",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__="IndexView";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__="Index",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__="ValueRefView";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__="ValueRef",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block}," "),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__="ColorRefView";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__="ColorRef",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,"-");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,"-");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__="DOMElementView";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__="DOMElement",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__="ActionView";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__="Action",H.__module__="bokeh.models.dom",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__="TemplateView",J.tag_name="div";class K extends q{}s.Template=K,u=K,K.__name__="Template",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__="SpanView",Q.tag_name="span";class U extends q{}s.Span=U,m=U,U.__name__="Span",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__="DivView",W.tag_name="div";class X extends q{}s.Div=X,w=X,X.__name__="Div",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__="TableView",Y.tag_name="table";class Z extends q{}s.Table=Z,f=Z,Z.__name__="Table",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__="TableRowView",ee.tag_name="tr";class te extends q{}s.TableRow=te,h=te,te.__name__="TableRow",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__="ToggleGroupView";class le extends H{constructor(e){super(e)}}s.ToggleGroup=le,x=le,le.__name__="ToggleGroup",x.prototype.default_view=ae,x.define((({Array:e,Ref:t})=>({groups:[e(t(se.RendererGroup)),[]]})))},
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+function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,"do")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__="ToolProxy",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},
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${e}`),e}}close(){this.closed_permanently||(r.logger.debug(`Permanently closing websocket connection ${this._number}`),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,`close method called on ClientConnection ${this._number}`),this.session._connection_closed())}_schedule_reconnect(e){setTimeout((()=>{this.closed_permanently||r.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)}),e)}send(e){if(null==this.socket)throw new Error(`not connected so cannot send ${e}`);e.send(this.socket)}async send_with_reply(e){const s=await new Promise(((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)}));if("ERROR"===s.msgtype())throw new Error(`Error reply ${s.content.text}`);return s}async _pull_doc_json(){const e=c.Message.create("PULL-DOC-REQ",{}),s=await this.send_with_reply(e);if(!("doc"in s.content))throw new Error("No 'doc' field in PULL-DOC-REPLY");return s.content.doc}async _repull_session_doc(e,s){var n;r.logger.debug(this.session?"Repulling session":"Pulling session for first time");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)r.logger.debug("Got new document after connection was already closed"),s(new Error("The connection has been closed"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create("PATCH-DOC",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug("Created a new session from new pulled doc"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug("Updated existing session with new pulled doc")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error("Got a message with no current handler set");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject("Disconnected"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s="Could not open websocket";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: ${e}`),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){"ACK"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol("First message was not an ACK")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):"PATCH-DOC"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=d,d.__name__="ClientConnection",n.pull_session=function(e,s,n){return new d(e,s,n).connect()}},
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+ * and/or other materials provided with the distribution.
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+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
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+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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object"),m(V,o,d),_(!V||V.renderbuffer&&36168===V.renderbuffer._renderbuffer.format,"invalid stencil attachment for framebuffer object"),m(I,o,d),_(!I||I.texture&&34041===I.texture._texture.format||I.renderbuffer&&34041===I.renderbuffer._renderbuffer.format,"invalid depth-stencil attachment for framebuffer object"),A(i),i.width=o,i.height=d,i.colorAttachments=F,i.depthAttachment=B,i.stencilAttachment=V,i.depthStencilAttachment=I,l.color=F.map(v),l.depth=v(B),l.stencil=v(V),l.depthStencil=v(I),l.width=i.width,l.height=i.height,S(i),l}return o.framebufferCount++,l(e,a),t(l,{resize:function(e,t){_(f.next!==i,"can not resize a framebuffer which is currently in use");var r=Math.max(0|e,1),n=Math.max(0|t||r,1);if(r===i.width&&n===i.height)return l;for(var a=i.colorAttachments,o=0;o<a.length;++o)g(a[o],r,n);return g(i.depthAttachment,r,n),g(i.stencilAttachment,r,n),g(i.depthStencilAttachment,r,n),i.width=l.width=r,i.height=l.height=n,S(i),l},_reglType:"framebuffer",_framebuffer:i,destroy:function(){k(i),A(i)},use:function(e){f.setFBO({framebuffer:l},e)}})}return t(f,{getFramebuffer:function(e){if("function"==typeof e&&"framebuffer"===e._reglType){var t=e._framebuffer;if(t instanceof w)return t}return null},create:O,createCube:function(e){var i=Array(6);function o(e){var n;_(i.indexOf(f.next)<0,"can not update framebuffer which is currently in use");var s,l={color:null},d=0,m=null,p="rgba",h="uint8",b=1;if("number"==typeof e)d=0|e;else if(e){_.type(e,"object","invalid arguments for framebuffer");var v=e;if("shape"in v){var g=v.shape;_(Array.isArray(g)&&g.length>=2,"invalid shape for framebuffer"),_(g[0]===g[1],"cube framebuffer must be square"),d=g[0]}else"radius"in v&&(d=0|v.radius),"width"in v?(d=0|v.width,"height"in v&&_(v.height===d,"must be square")):"height"in v&&(d=0|v.height);("color"in v||"colors"in v)&&(m=v.color||v.colors,Array.isArray(m)&&_(1===m.length||r.webgl_draw_buffers,"multiple render targets not supported")),m||("colorCount"in v&&(b=0|v.colorCount,_(b>0,"invalid color buffer count")),"colorType"in v&&(_.oneOf(v.colorType,c,"invalid color type"),h=v.colorType),"colorFormat"in v&&(p=v.colorFormat,_.oneOf(v.colorFormat,u,"invalid color format for texture"))),"depth"in v&&(l.depth=v.depth),"stencil"in v&&(l.stencil=v.stencil),"depthStencil"in v&&(l.depthStencil=v.depthStencil)}else d=1;if(m)if(Array.isArray(m))for(s=[],n=0;n<m.length;++n)s[n]=m[n];else s=[m];else{s=Array(b);var y={radius:d,format:p,type:h};for(n=0;n<b;++n)s[n]=a.createCube(y)}for(l.color=Array(s.length),n=0;n<s.length;++n){var x=s[n];_("function"==typeof x&&"textureCube"===x._reglType,"invalid cube map"),d=d||x.width,_(x.width===d&&x.height===d,"invalid cube map shape"),l.color[n]={target:xt,data:s[n]}}for(n=0;n<6;++n){for(var w=0;w<s.length;++w)l.color[w].target=xt+n;n>0&&(l.depth=i[0].depth,l.stencil=i[0].stencil,l.depthStencil=i[0].depthStencil),i[n]?i[n](l):i[n]=O(l)}return t(o,{width:d,height:d,color:s})}return o(e),t(o,{faces:i,resize:function(e){var t,r=0|e;if(_(r>0&&r<=n.maxCubeMapSize,"invalid radius for cube fbo"),r===o.width)return o;var a=o.color;for(t=0;t<a.length;++t)a[t].resize(r);for(t=0;t<6;++t)i[t].resize(r);return o.width=o.height=r,o},_reglType:"framebufferCube",destroy:function(){i.forEach((function(e){e.destroy()}))}})},clear:function(){H(x).forEach(k)},restore:function(){f.cur=null,f.next=null,f.dirty=!0,H(x).forEach((function(t){t.framebuffer=e.createFramebuffer(),S(t)}))}})}(a,d,y,S,O,l),T=un(a,c,d,y,x,w,0,E,{},A,k,g,v,m,n),z=Ct(a,E,T.procs.poll,v,i,d,y),F=T.next,V=a.canvas,I=[],P=[],N=[],q=[n.onDestroy],Q=null;function Y(){if(0===I.length)return m&&m.update(),void(Q=null);Q=j.next(Y),ye();for(var e=I.length-1;e>=0;--e){var t=I[e];t&&t(v,null,0)}a.flush(),m&&m.update()}function ce(){!Q&&I.length>0&&(Q=j.next(Y))}function le(){Q&&(j.cancel(Y),Q=null)}function de(e){e.preventDefault(),o=!0,le(),P.forEach((function(e){e()}))}function me(e){a.getError(),o=!1,f.restore(),k.restore(),x.restore(),S.restore(),O.restore(),E.restore(),A.restore(),m&&m.restore(),T.procs.refresh(),ce(),N.forEach((function(e){e()}))}function pe(e){function r(e,t){var r={},n={};return Object.keys(e).forEach((function(a){var i=e[a];if(D.isDynamic(i))n[a]=D.unbox(i,a);else{if(t&&Array.isArray(i))for(var o=0;o<i.length;++o)if(D.isDynamic(i[o]))return void(n[a]=D.unbox(i,a));r[a]=i}})),{dynamic:n,static:r}}_(!!e,"invalid args to regl({...})"),_.type(e,"object","invalid args to regl({...})");var n=r(e.context||{},!0),a=r(e.uniforms||{},!0),i=r(e.attributes||{},!1),f=r(function(e){var r=t({},e);function n(e){if(e in r){var t=r[e];delete r[e],Object.keys(t).forEach((function(n){r[e+"."+n]=t[n]}))}}return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,"stencil"in 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+413: function _(t,e,a,s,r){s();const n=t(414),_=t(9),o=t(12);class c{constructor(t){this._regl=t,this._map=new Map}_create_texture(t){const e=t.length;let a=0;const s=[];let r=0,_=0;for(let n=0;n<e;n++)a+=t[n],s.push(t[n]+t[(n+1)%e]),n%2==0?_=Math.max(_,t[n]):r=Math.min(r,-t[n]);r*=.5,_*=.5;const o=(0,n.gcd)(s),c=[0];for(let a=0;a<e;a++)c.push(c[a]+t[a]);const h=2*a/o,i=(0,n.is_pow_2)(h),l=i?h:128,g=.5*o*h/l;let p;if(i){if(p=.5*t[0],g<p){p-=Math.floor(p/g)*g}}else p=0;const u=p-.5*g,m=new Uint8Array(l);let f=0;for(let e=0;e<l;e++){const a=p+e*g;a>c[f+1]&&f++;const s=t[f],n=c[f]+.5*s;let o=.5*s-Math.abs(a-n);f%2==1&&(o=-o),m[e]=Math.round(255*(o-r)/(_-r))}return[[a,u,r,_],this._regl.texture({shape:[l,1,1],data:m,wrapS:"repeat",format:"alpha",type:"uint8",mag:"linear",min:"linear"})]}_get_key(t){return t.join(",")}_get_or_create(t){const e=this._get_key(t);let a=this._map.get(e);if(null==a){const s=(0,n.gcd)(t);if(s>1){t=(0,o.map)(t,(t=>t/s)),a=this._get_or_create(t);const[r,n,_]=a;a=[r,n,s],this._map.set(e,a)}else{const[r,n]=this._create_texture(t);a=[r,n,s],this._map.set(e,a)}}return a}get(t){return t.length%2==1&&(t=(0,_.concat)([t,t])),this._get_or_create(t)}}a.DashCache=c,c.__name__="DashCache"},
+414: function _(n,t,e,r,o){function u(n,t){let e,r;n>t?(e=n,r=t):(e=t,r=n);let o=e%r;for(;0!=o;)e=r,r=o,o=e%r;return r}r(),e.gcd=function(n){let t=n[0];for(let e=1;e<n.length;e++)t=u(t,n[e]);return t},e.is_pow_2=function(n){return!(n&n-1||!n)}},
+415: function _(n,t,e,_,i){_();e.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nattribute vec2 a_position;\nattribute vec2 a_point_prev;\nattribute vec2 a_point_start;\nattribute vec2 a_point_end;\nattribute vec2 a_point_next;\nattribute float a_show_prev;\nattribute float a_show_curr;\nattribute float a_show_next;\n#ifdef DASHED\nattribute float a_length_so_far;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform float u_miter_limit;\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;  // Booleans for start/end caps and miters too long.\nvarying float v_cos_theta_turn_right_start;  // Sign gives turn_right, abs gives\nvarying float v_cos_theta_turn_right_end;    //   cos(theta).\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nvec2 line_intersection(in vec2 point0, in vec2 dir0,\n                       in vec2 point1, in vec2 dir1)\n{\n    // Line-line intersection: point0 + lambda0 dir0 = point1 + lambda1 dir1.\n    // Not checking if lines are parallel!\n    float lambda0 = cross_z(point1 - point0, dir1) / cross_z(dir0, dir1);\n    return point0 + lambda0*dir0;\n}\n\nfloat sign_no_zero(in float x)\n{\n    return x >= 0.0 ? 1.0 : -1.0;\n}\n\nvoid main()\n{\n    if (a_show_curr < 0.5) {\n        // Line segment has non-finite value at one or both ends, do not render.\n        gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n        return;\n    }\n\n    const float min_miter_factor_round_join_mesh = sqrt(2.0);\n\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    vec2 segment_along = normalize(a_point_end - a_point_start); // unit vector.\n    v_segment_length = length(a_point_end - a_point_start);\n    vec2 segment_right = right_vector(segment_along);  // unit vector.\n    vec2 xy;\n\n    bool miter_too_large_start = false;\n    bool miter_too_large_end = false;\n\n    v_coords.y = a_position.y*halfwidth;  // Overwritten later for end points.\n\n    bool has_start_cap = a_show_prev < 0.5;\n    bool has_end_cap = a_show_next < 0.5;\n\n    vec2 point_normal_start;\n    float cos_theta_start;\n    float turn_right_start;\n    if (has_start_cap)\n        point_normal_start = segment_right;\n    else {\n        vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\n        point_normal_start = normalize(segment_right + prev_right);\n        cos_theta_start = dot(segment_right, point_normal_start);  // Always +ve\n        turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\n    }\n\n    vec2 point_normal_end;\n    float cos_theta_end;\n    float turn_right_end;\n    if (has_end_cap)\n        point_normal_end = segment_right;\n    else {\n        vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\n        point_normal_end = normalize(segment_right + next_right);\n        cos_theta_end = dot(segment_right, point_normal_end);  // Always +ve\n        turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\n    }\n\n    float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\n    float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\n    if (join_type == miter_join) {\n        // If miter too large, use bevel join instead.\n        miter_too_large_start = (miter_factor_start > u_miter_limit);\n        miter_too_large_end = (miter_factor_end > u_miter_limit);\n    }\n\n    float sign_at_start = -sign(a_position.x);  // +ve at segment start, -ve end.\n    vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\n    vec2 adjacent_point =\n        sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\n                            : (has_end_cap ? a_point_end : a_point_next);\n\n    if ( (has_start_cap && sign_at_start > 0.0) ||\n         (has_end_cap && sign_at_start < 0.0) ) {\n        // Cap.\n        xy = point - segment_right*(halfwidth*a_position.y);\n        if (cap_type == butt_cap)\n            xy -= sign_at_start*0.5*u_antialias*segment_along;\n        else\n            xy -= sign_at_start*halfwidth*segment_along;\n    }\n    else { // Join.\n        // +ve if turning to right, -ve if to left.\n        float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\n\n        vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\n        vec2 point_right = normalize(segment_right + adjacent_right);\n        float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\n        bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\n\n        if (abs(a_position.x) > 1.5) {\n            // Outer point, meets prev/next segment.\n            float factor;  // multiplied by halfwidth...\n\n            if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\n                factor = 1.0 / miter_factor;  // cos_theta.\n            else if (join_type == round_join &&\n                     miter_factor > min_miter_factor_round_join_mesh)\n                factor = 1.0;\n            else  // miter, or round (small angle only).\n                factor = miter_factor;\n\n            xy = point - point_right*(halfwidth*turn_sign*factor);\n            v_coords.y = turn_sign*halfwidth*factor / miter_factor;\n        }\n        else if (turn_sign*a_position.y < 0.0) {\n            // Inner point, meets prev/next segment.\n            float len = halfwidth*miter_factor;\n            float segment_len = v_segment_length;\n            float adjacent_len = distance(point, adjacent_point);\n\n            if (len <= min(segment_len, adjacent_len))\n                // Normal behaviour.\n                xy = point - point_right*(len*a_position.y);\n            else\n                // For short wide line segments the inner point using the above\n                // calculation can be outside of the line.  Here clipping it.\n                xy = point + segment_right*(halfwidth*turn_sign);\n        }\n        else {\n            // Point along outside edge.\n            xy = point - segment_right*(halfwidth*a_position.y);\n            if (join_type == round_join &&\n                miter_factor > min_miter_factor_round_join_mesh) {\n                xy = line_intersection(xy, segment_along,\n                                       point - turn_sign*point_right*halfwidth,\n                                       right_vector(point_right));\n            }\n        }\n    }\n\n    vec2 pos = xy + 0.5;  // Bokeh's offset.\n    pos /= u_canvas_size / u_pixel_ratio;  // in 0..1\n    gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n\n    v_coords.x = dot(xy - a_point_start, segment_along);\n    v_flags = float(int(has_start_cap) +\n                    2*int(has_end_cap) +\n                    4*int(miter_too_large_start) +\n                    8*int(miter_too_large_end));\n    v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\n    v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\n\n#ifdef DASHED\n    v_length_so_far = a_length_so_far;\n#endif\n}\n"},
+416: function _(n,t,a,i,e){i();a.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform vec4 u_line_color;\n#ifdef DASHED\nuniform sampler2D u_dash_tex;\nuniform vec4 u_dash_tex_info;\nuniform float u_dash_scale;\nuniform float u_dash_offset;\n#endif\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;\nvarying float v_cos_theta_turn_right_start;\nvarying float v_cos_theta_turn_right_end;\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\n{\n    // +ve if point to right of line.\n    // Alternatively could do dot product with right_vector.\n    return cross_z(point - start, end - start);\n}\n\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\n{\n    return point_line_side(point, start, end) / distance(start, end);\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\n{\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n    float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\n\n    // In v_coords reference frame (x is along segment, y across).\n    vec2 line_start = vec2(distance_along, halfwidth*turn_right);\n    float sin_alpha = cos_theta;\n    float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\n    vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\n\n    return halfwidth + sign_start*point_line_distance(\n        v_coords, line_start, line_start+line_along);\n}\n\nfloat cap(in int cap_type, in float x, in float y)\n{\n    // x is distance along segment in direction away from end of segment,\n    // y is distance across segment.\n    if (cap_type == butt_cap)\n        return max(0.5*u_linewidth - x, abs(y));\n    else if (cap_type == square_cap)\n        return max(-x, abs(y));\n    else  // cap_type == round_cap\n        return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\n}\n\nfloat distance_to_alpha(in float dist)\n{\n    return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\n                            0.5*(u_linewidth + u_antialias), dist);\n}\n\n#ifdef DASHED\nfloat dash_distance(in float x)\n{\n    // x is in direction of v_coords.x, i.e. along segment.\n    float tex_length = u_dash_tex_info.x;\n    float tex_offset = u_dash_tex_info.y;\n    float tex_dist_min = u_dash_tex_info.z;\n    float tex_dist_max = u_dash_tex_info.w;\n\n    // Apply offset.\n    x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\n\n    // Interpolate within texture to obtain distance to dash.\n    float dist = texture2D(u_dash_tex,\n                           vec2(x / (tex_length*u_dash_scale), 0.0)).a;\n\n    // Scale distance within min and max limits.\n    dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\n\n    return u_dash_scale*dist;\n}\n\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\n{\n    // Return clipped dash distance, sign_along is +1.0 if looking forward\n    // into next segment and -1.0 if looking backward into previous segment.\n    float half_antialias = 0.5*u_antialias;\n\n    if (sign_along*x > half_antialias) {\n        // Outside antialias region, use usual dash distance.\n        return dash_distance(offset + x);\n    }\n    else {\n        // Inside antialias region.\n        // Dash distance at edge of antialias region clipped to half_antialias.\n        float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\n\n        // Physical distance from dash distance at edge of antialias region.\n        return edge_dist + sign_along*x - half_antialias;\n    }\n}\n\nmat2 rotation_matrix(in float sign_start)\n{\n    // Rotation matrix for v_coords from this segment to prev or next segment.\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n\n    float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\n    float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\n    float sin_2theta = 2.0*sin_theta*cos_theta;\n    return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\n}\n#endif\n\nvoid main()\n{\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    float half_antialias = 0.5*u_antialias;\n\n    // Extract flags.\n    int flags = int(v_flags + 0.5);\n    bool miter_too_large_end = (flags / 8 > 0);\n    flags -= 8*int(miter_too_large_end);\n    bool miter_too_large_start = (flags / 4 > 0);\n    flags -= 4*int(miter_too_large_start);\n    bool has_end_cap = (flags / 2 > 0);\n    flags -= 2*int(has_end_cap);\n    bool has_start_cap = flags > 0;\n\n    float dist = v_coords.y;  // For straight segment, and miter join.\n\n    // Along-segment coords with respect to end of segment, +ve inside segment\n    // so equivalent to v_coords.x at start of segment.\n    float end_coords_x = v_segment_length - v_coords.x;\n\n    if (v_coords.x <= half_antialias) {\n        // At start of segment, either cap or join.\n        if (has_start_cap)\n            dist = cap(cap_type, v_coords.x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(0.0, 0.0));\n        else if (join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_start))\n            dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n    else if (end_coords_x <= half_antialias) {\n        // At end of segment, either cap or join.\n        if (has_end_cap)\n            dist = cap(cap_type, end_coords_x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(v_segment_length, 0));\n        else if ((join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_end)))\n            dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n\n    float alpha = distance_to_alpha(abs(dist));\n\n#ifdef DASHED\n    if (u_dash_tex_info.x >= 0.0) {\n        // Dashes in straight segments (outside of joins) are easily calculated.\n        dist = dash_distance(v_coords.x);\n\n        if (!has_start_cap && cap_type == butt_cap) {\n            if (v_coords.x < half_antialias) {\n                // Outer of start join rendered solid color or not at all\n                // depending on whether corner point is in dash or gap, with\n                // antialiased ends.\n                if (dash_distance(0.0) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -v_coords.x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (v_coords.x > -half_antialias) {\n                        // Consider antialias region of dash after start region.\n                        float edge_dist = min(dash_distance(half_antialias), half_antialias);\n                        dist = max(dist, edge_dist + v_coords.x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 prev_coords = rotation_matrix(1.0)*v_coords;\n\n            if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\n                // Extend dashes across from end of previous segment, with antialiased end.\n                float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        if (!has_end_cap && cap_type == butt_cap) {\n            if (end_coords_x < half_antialias) {\n                // Similar for end join.\n                if (dash_distance(v_segment_length) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -end_coords_x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(v_segment_length - half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (end_coords_x > -half_antialias) {\n                        // Consider antialias region of dash before end region.\n                        float edge_dist = min(dash_distance(v_segment_length - half_antialias),\n                                              half_antialias);\n                        dist = max(dist, edge_dist + end_coords_x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\n\n            if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\n                // Extend dashes across from next segment, with antialiased end.\n                float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        dist = cap(cap_type, dist, v_coords.y);\n\n        float dash_alpha = distance_to_alpha(dist);\n        alpha = min(alpha, dash_alpha);\n    }\n#endif\n\n    alpha = u_line_color.a*alpha;\n    gl_FragColor = vec4(u_line_color.rgb*alpha, alpha);  // Premultiplied alpha.\n}\n"},
+417: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nattribute vec2 a_position;\nattribute vec2 a_center;\nattribute float a_width;\nattribute float a_height;\nattribute float a_angle; // In radians\nattribute float a_linewidth;\nattribute vec4 a_line_color;\nattribute vec4 a_fill_color;\nattribute float a_line_cap;\nattribute float a_line_join;\nattribute float a_show;\n#ifdef HATCH\nattribute float a_hatch_pattern;\nattribute float a_hatch_scale;\nattribute float a_hatch_weight;\nattribute vec4 a_hatch_color;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_antialias;\nuniform float u_size_hint;\n\nvarying float v_linewidth;\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\nvoid main()\n{\n  if (a_show < 0.5) {\n    // Do not show this rect.\n    gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n    return;\n  }\n\n  v_size = vec2(a_width, a_height);\n  v_linewidth = a_linewidth;\n  v_line_color = a_line_color;\n  v_fill_color = a_fill_color;\n  v_line_cap = a_line_cap;\n  v_line_join = a_line_join;\n\n  if (v_linewidth < 1.0) {\n    // Linewidth less than 1 is implemented as 1 but with reduced alpha.\n    v_line_color.a *= v_linewidth;\n    v_linewidth = 1.0;\n  }\n\n#ifdef HATCH\n  v_hatch_pattern = a_hatch_pattern;\n  v_hatch_scale = a_hatch_scale;\n  v_hatch_weight = a_hatch_weight;\n  v_hatch_color = a_hatch_color;\n#endif\n\n  vec2 enclosing_size;\n  // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\n  // edge of bounding box.  If symmetric spike towards edge then multiply by\n  // 1/cos(theta) where theta is angle between spike and bbox edges.\n  int size_hint = int(u_size_hint + 0.5);\n  if (size_hint == 1)  // Dash\n    enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\n                          v_linewidth + u_antialias);\n  else if (size_hint == 2)  // Dot\n    enclosing_size = 0.25*v_size + u_antialias;\n  else if (size_hint == 3)  // Diamond\n    enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\n                          v_size.y + (v_linewidth + u_antialias)*1.80278);\n  else if (size_hint == 4)  // Hex\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\n  else if (size_hint == 5)  // Square pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\n  else if (size_hint == 6)  // Triangle\n    enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\n                          v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\n  else if (size_hint == 7)  // Triangle pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\n  else if (size_hint == 8)  // Star\n    enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\n                          v_size.y + (v_linewidth + u_antialias)*3.2);\n  else\n    enclosing_size = v_size + v_linewidth + u_antialias;\n\n  // Coordinates in rotated frame with respect to center of marker, used for\n  // distance functions in fragment shader.\n  v_coords = a_position*enclosing_size;\n\n  float c = cos(-a_angle);\n  float s = sin(-a_angle);\n  mat2 rotation = mat2(c, -s, s, c);\n\n  vec2 pos = a_center + rotation*v_coords;\n#ifdef HATCH\n  // Coordinates for hatching in unrotated frame of reference.\n  v_hatch_coords = pos - 0.5;\n#endif\n  pos += 0.5; // Make up for Bokeh's offset.\n  pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\n  gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n}\n"},
+418: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nconst float SQRT2 = sqrt(2.0);\nconst float SQRT3 = sqrt(3.0);\nconst float PI = 3.14159265358979323846;\n\nconst int butt_cap = 0;\nconst int round_cap = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\n#ifdef HATCH\nconst int hatch_dot = 1;\nconst int hatch_ring = 2;\nconst int hatch_horizontal_line = 3;\nconst int hatch_vertical_line = 4;\nconst int hatch_cross = 5;\nconst int hatch_horizontal_dash = 6;\nconst int hatch_vertical_dash = 7;\nconst int hatch_spiral = 8;\nconst int hatch_right_diagonal_line = 9;\nconst int hatch_left_diagonal_line = 10;\nconst int hatch_diagonal_cross = 11;\nconst int hatch_right_diagonal_dash = 12;\nconst int hatch_left_diagonal_dash = 13;\nconst int hatch_horizontal_wave = 14;\nconst int hatch_vertical_wave = 15;\nconst int hatch_criss_cross = 16;\n#endif\n\nuniform float u_antialias;\n\nvarying float v_linewidth;\nvarying vec2 v_size;\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\n// on top of the fill rather than astride it.\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) ||     defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) ||     defined(USE_TRIANGLE_DOT)\n  #define APPEND_DOT\n#endif\n\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\n  #define APPEND_CROSS\n#endif\n\n#ifdef USE_DIAMOND_CROSS\n  #define APPEND_CROSS_2\n#endif\n\n#ifdef USE_CIRCLE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (0.5*v_size.x)\n#endif\n\n#ifdef USE_SQUARE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (v_size.x/SQRT2)\n#endif\n\n#ifdef USE_CIRCLE_Y\n  #define APPEND_Y\n#endif\n\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) ||     defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\n  // No fill.\n  #define LINE_ONLY\n#endif\n\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) ||     defined(APPEND_X) || defined(APPEND_Y)\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\n{\n  vec2 offset = p - end_point;\n  if (line_cap == butt_cap)\n    return dot(offset, unit_direction) + 0.5*v_linewidth;\n  else if (line_cap == square_cap)\n    return dot(offset, unit_direction);\n  else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\n    return length(offset);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\n// the line segments.  The line through these points is the bevel line, characterised by a vec2\n// unit_normal and offset distance from the corner point.  Edge of bevel join straddles this line,\n// round join occurs outside of this line centred on the corner point.  In general\n//   offset = (linewidth/2)*sin(alpha/2)\n// where alpha is the angle between the 2 line segments at the corner.\nfloat line_join_distance_no_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\n{\n  // Simplified version of line_join_distance ignoring miter which most markers do implicitly\n  // as they are composed of straight line segments.\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\n// calling function.\nfloat line_join_distance_incl_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\n  vec2 miter_unit_normal)\n{\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == miter_join && dist_outside > 0.0)\n    return dot((p - corner), miter_unit_normal);\n  else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) ||     defined(USE_CROSS) || defined(USE_X)\nfloat one_cross(in vec2 p, in int line_cap, in float len)\n{\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#ifdef APPEND_CROSS_2\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\n{\n  // Cross with different length in x and y directions.\n  p = abs(p);\n  bool switch_xy = (p.y > p.x);\n  p = switch_xy ? p.yx : p.xy;\n  float len = switch_xy ? lengths.y : lengths.x;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(APPEND_Y) || defined(USE_Y)\nfloat one_y(in vec2 p, in int line_cap, in float len)\n{\n  p = vec2(abs(p.x), -p.y);\n\n  // End point of line to right is (1/2, 1/3)*len*SQRT3.\n  // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\n  const float k = 6.0/sqrt(13.0);\n  vec2 unit_along = vec2(0.5*k, k/3.0);\n  vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\n  float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\n                   end_cap_distance(p, end_point, unit_along, line_cap));\n\n  if (p.y < 0.0) {\n    // Vertical line.\n    float vert_dist = max(p.x,\n                          end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\n    dist = min(dist, vert_dist);\n  }\n  return dist;\n}\n#endif\n\n// One marker_distance function per marker type.\n// Distance is zero on edge of marker, +ve outside and -ve inside.\n\n#ifdef USE_ASTERISK\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  float len = 0.5*v_size.x;\n  return min(one_cross(p, line_cap, len),  // cross\n             one_cross(p_diag, line_cap, len));  // x\n}\n#endif\n\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) ||     defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return length(p) - 0.5*v_size.x;\n}\n#endif\n\n#ifdef USE_CROSS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_DASH\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  p = abs(p);\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\n  // where r = radius = v_size.x/2.\n  // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\n  // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\n  p = abs(p);\n  float r = 0.5*v_size.x;\n  const float SQRT13 = sqrt(13.0);\n  float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_DOT\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Dot is always appended.\n  return v_linewidth+u_antialias;\n}\n#endif\n\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // A regular hexagon has v_size.x == v.size_y = r where r is the length of\n  // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\n  // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\n  // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\n  // Sloping line has outward normal vec2(h, rx/2).  Length of this is\n  // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\n  // from origin of this line is rx*h/len.\n  p = abs(p);\n  float rx = v_size.x/2.0;\n  float h = v_size.y*(SQRT3/4.0);\n  float len_normal = sqrt(h*h + 0.25*rx*rx);\n  vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\n  float dist = max(dot(p, unit_normal) - rx*h/len_normal,  // Distance from sloping line.\n                   p.y - h);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\n\n    unit_normal = normalize(unit_normal + vec2(0.0, 1.0));  // At (rx/2, h) corner.\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\n  }\n  return dist;\n}\n#endif\n\n#ifdef USE_PLUS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider one octant, the +ve quadrant with x >= y.\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n\n  // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\n  float r = 0.5*v_size.x;\n  p = p - vec2(r, 0.375*r);  // Distance with respect to outside corner\n  float dist = max(p.x, p.y);\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n    // Inside corner\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) ||     defined(USE_SQUARE_X)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  vec2 p2 = abs(p) - v_size/2.0;  // Offset from corner\n  float dist = max(p2.x, p2.y);\n\n  if (line_join != miter_join)\n    dist = max(dist, line_join_distance_no_miter(\n      p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_SQUARE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  // p is in octant between y=0 and y=x.\n  // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\n  // Circular arc that passes through the same points has center at\n  // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\n  // x - 11r/16 = 1.75626 precisely.\n  float r = 0.5*v_size.x;\n  float center_x = r*2.44375;\n  float radius = r*1.75626;\n  float dist = radius - distance(p, vec2(center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8/5) - pi/4)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\n    vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\n\n  return dist;\n}\n#endif\n\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  const float SQRT5 = sqrt(5.0);\n  const float COS72 = 0.25*(SQRT5 - 1.0);\n  const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\n\n  float angle = atan(p.x, p.y);  // In range -pi to +pi clockwise from +y direction.\n  angle = mod(angle, 0.4*PI) - 0.2*PI;  // In range -pi/5 to +pi/5 clockwise from +y direction.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in pi/10 (36 degree) sector.\n\n  // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\n  // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\n  // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\n  float r = 0.5*v_size.x;\n  float a = r*sqrt(5.0 - 2.0*SQRT5);\n  float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\n\n    // Inside corner\n    const float COS36 = sqrt(0.5 + COS72/2.0);\n    const float SIN36 = sqrt(0.5 - COS72/2.0);\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\n  // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\n  // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\n  // and distance from origin of a.  Horizontal line has outward-facing unit normal\n  // vec2(0, 1) and distance from origin of a.\n  float r = 0.5*v_size.x;\n  float a = r*SQRT3/3.0;\n\n  // Only need to consider +ve x.\n#ifdef USE_INVERTED_TRIANGLE\n  p = vec2(abs(p.x), -p.y);\n#else\n  p = vec2(abs(p.x), p.y);\n#endif\n\n  float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a,  // Distance from sloping line.\n                   p.y - a);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_TRIANGLE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  float angle = atan(p.x, -p.y);  // In range -pi to +pi.\n  angle = mod(angle, PI*2.0/3.0) - PI/3.0;  // In range -pi/3 to pi/3.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in range 0 to pi/3.\n  // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\n  // a = r/SQRT3, b = 3a/8 = r SQRT3/8.  Circular arc that passes through the same points has\n  // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\n  // Ignore r factor until the end so can use const.\n  const float a = 1.0/SQRT3;\n  const float b = SQRT3/8.0;\n  const float c = (a-b)/2.0;\n  const float x = (1.0 - c*c) / (2.0*c);\n  const float center_x = x + a;\n  const float radius = x + c;\n  float r = 0.5*v_size.x;\n  float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\n    vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_X\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_Y\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_y(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\n// on antialiasing width.\nfloat distance_to_fraction(in float dist)\n{\n  return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\n}\n\n// Return fraction from 0 (no fill color) to 1 (full fill color).\nfloat fill_fraction(in float dist)\n{\n  return distance_to_fraction(dist);\n}\n\n// Return fraction in range 0 (no line color) to 1 (full line color).\nfloat line_fraction(in float dist)\n{\n  return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\n}\n\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\nvec4 fractional_color(in vec4 color, in float fraction)\n{\n  color.a *= fraction;\n  color.rgb *= color.a;\n  return color;\n}\n\n// Blend colors that have premultiplied alpha.\nvec4 blend_colors(in vec4 src, in vec4 dest)\n{\n  return (1.0 - src.a)*dest + src;\n}\n\n#ifdef APPEND_DOT\nfloat dot_fraction(in vec2 p)\n{\n  // Assuming v_size.x == v_size.y\n  float radius = 0.125*v_size.x;\n  float dot_distance = max(length(p) - radius, -0.5*u_antialias);\n  return fill_fraction(dot_distance);\n}\n#endif\n\n#ifdef HATCH\n// Wrap coordinate(s) by removing integer part to give distance from center of\n// repeat, in the range -0.5 to +0.5.\nfloat wrap(in float x)\n{\n  return fract(x) - 0.5;\n}\n\nvec2 wrap(in vec2 xy)\n{\n  return fract(xy) - 0.5;\n}\n\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\n{\n  float scale = v_hatch_scale; // Hatch repeat distance.\n\n  // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\n  coords = coords / scale;\n  float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\n\n  // Default is to return fraction of zero, i.e. no pattern.\n  float dist = u_antialias;\n\n  if (hatch_pattern == hatch_dot) {\n    const float dot_radius = 0.25;\n    dist = length(wrap(coords)) - dot_radius;\n  }\n  else if (hatch_pattern == hatch_ring) {\n    const float ring_radius = 0.25;\n    dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_line) {\n    dist = abs(wrap(coords.y)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_line) {\n    dist = abs(wrap(coords.x)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_cross) {\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_dash) {\n    // Dashes have square caps.\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.y)),\n               abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_dash) {\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.x)),\n               abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_spiral) {\n    vec2 wrap2 = wrap(coords);\n    float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\n    // Canvas spiral radius increases by scale*pi/15 each rotation.\n    const float dr = PI/15.0;\n    float radius = length(wrap2);\n    // At any angle, spiral lines are equally spaced dr apart.\n    // Find distance to nearest of these lines.\n    float frac = fract((radius - dr*angle) / dr); // 0 to 1.\n    dist = dr*(abs(frac - 0.5));\n    dist = min(dist, radius) - halfwidth; // Consider center point also.\n  }\n  else if (hatch_pattern == hatch_right_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_diagonal_cross) {\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_right_diagonal_dash) {\n    float across = coords.x + coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x - coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_dash) {\n    float across = coords.x - coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x + coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_wave) {\n    float wrapx = wrap(coords.x);\n    float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\n    dist = abs(wrapy) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_wave) {\n    float wrapy = wrap(coords.y);\n    float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\n    dist = abs(wrapx) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_criss_cross) {\n    float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\n\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\n\n    dist = min(plus, X) - halfwidth;\n  }\n\n  return distance_to_fraction(dist*scale);\n}\n#endif\n\nvoid main()\n{\n  int line_cap = int(v_line_cap + 0.5);\n  int line_join = int(v_line_join + 0.5);\n#ifdef HATCH\n  int hatch_pattern = int(v_hatch_pattern + 0.5);\n#endif\n\n  float dist = marker_distance(v_coords, line_cap, line_join);\n\n#ifdef LINE_ONLY\n  vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\n#else\n  float fill_frac = fill_fraction(dist);\n  vec4 color = fractional_color(v_fill_color, fill_frac);\n#endif\n\n#if defined(HATCH) && !defined(LINE_ONLY)\n  if (hatch_pattern > 0 && fill_frac > 0.0) {\n    float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\n    vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\n    color = blend_colors(hatch_color, color);\n  }\n#endif\n\n  float line_frac = line_fraction(dist);\n\n#ifdef APPEND_DOT\n  line_frac = max(line_frac, dot_fraction(v_coords));\n#endif\n#ifdef APPEND_CROSS\n  line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n#ifdef APPEND_CROSS_2\n  vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\n  line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\n#endif\n#ifdef APPEND_X\n  vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\n  line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\n#endif\n#ifdef APPEND_Y\n  line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n\n  if (line_frac > 0.0) {\n    vec4 line_color = fractional_color(v_line_color, line_frac);\n    color = blend_colors(line_color, color);\n  }\n\n  gl_FragColor = color;\n}\n"},
+419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__="BaseMarkerGL",l.missing_point=-1e4},
+420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__="BaseGLGlyph"},
+421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e<t;e++)a[e]=r[e];this.update()}set_from_prop(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=r.get(t);this.update(r.is_Scalar())}set_from_scalar(r,t=4){this.get_sized_array(t).fill(r),this.update(!0)}to_attribute_config(r=0){return{buffer:this.buffer,divisor:this.is_scalar?0:1,normalized:this.is_normalized(),offset:r}}update(r=!1){null==this.buffer?this.buffer=this.regl_wrapper.buffer({usage:"dynamic",data:this.array}):this.buffer({data:this.array}),this.is_scalar=r}}n.__name__="WrappedBuffer";class l extends n{new_array(r){return new Float32Array(r)}}a.Float32Buffer=l,l.__name__="Float32Buffer";class o extends n{new_array(r){return new Uint8Array(r)}set_from_color(r,t,a=4){const e=r.is_Scalar()&&t.is_Scalar(),s=e?a:r.length,i=this.get_sized_array(4*s);for(let a=0;a<s;a++){const[e,s,n,l]=(0,_.color2rgba)(r.get(a),t.get(a));i[4*a]=e,i[4*a+1]=s,i[4*a+2]=n,i[4*a+3]=l}this.update(e)}set_from_hatch_pattern(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=(0,i.hatch_pattern_to_index)(r.get(t));this.update(r.is_Scalar())}set_from_line_cap(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.cap_lookup[r.get(t)];this.update(r.is_Scalar())}set_from_line_join(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.join_lookup[r.get(t)];this.update(r.is_Scalar())}}a.Uint8Buffer=o,o.__name__="Uint8Buffer";class h extends o{is_normalized(){return!0}}a.NormalizedUint8Buffer=h,h.__name__="NormalizedUint8Buffer"},
+422: function _(a,e,r,n,t){n();const i=a(52);r.cap_lookup={butt:0,round:1,square:2},r.join_lookup={miter:0,round:1,bevel:2};const o={blank:0,dot:1,ring:2,horizontal_line:3,vertical_line:4,cross:5,horizontal_dash:6,vertical_dash:7,spiral:8,right_diagonal_line:9,left_diagonal_line:10,diagonal_cross:11,right_diagonal_dash:12,left_diagonal_dash:13,horizontal_wave:14,vertical_wave:15,criss_cross:16};r.hatch_pattern_to_index=function(a){var e,r;return null!==(r=o[null!==(e=i.hatch_aliases[a])&&void 0!==e?e:a])&&void 0!==r?r:0},r.marker_type_to_size_hint=function(a){switch(a){case"dash":return 1;case"dot":return 2;case"diamond":case"diamond_cross":case"diamond_dot":return 3;case"hex":return 4;case"square_pin":return 5;case"inverted_triangle":case"triangle":case"triangle_dot":return 6;case"triangle_pin":return 7;case"star":case"star_dot":return 8;default:return 0}}},
+423: function _(s,t,i,e,r){e();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"circle")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s),i=this._widths.get_sized_array(s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point),i[e]=2*this.glyph.sradius[e];this._centers.update(),this._widths.update(),this._angles.set_from_prop(this.glyph.angle)}}i.CircleGL=l,l.__name__="CircleGL"},
+424: function _(s,t,e,_,h){_();const a=s(419),i=s(421);class l extends a.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}_draw_impl(s,t,e,_){e.data_changed&&(e._set_data(),e.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const h=e.nvertices;null==this._show&&(this._show=new i.Uint8Buffer(this.regl_wrapper));const a=this._show.length,l=this._show.get_sized_array(h);if(s.length<h){this._show_all=!1;for(let s=0;s<h;s++)l[s]=0;for(let t=0;t<s.length;t++)l[s[t]]=255}else if(!this._show_all||a!=h){this._show_all=!0;for(let s=0;s<h;s++)l[s]=255}this._show.update(),this._draw_one_marker_type(_,t,e)}}e.SingleMarkerGL=l,l.__name__="SingleMarkerGL"},
+425: function _(s,t,e,i,h){i();const r=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"hex")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=new r.Float32Buffer(this.regl_wrapper),this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),"pointytop"==this.glyph.model.orientation?(this._angles.set_from_scalar(.5*Math.PI),this._widths.set_from_scalar(2*this.glyph.svy[0]),this._heights.set_from_scalar(4*this.glyph.svx[4]/Math.sqrt(3))):(this._angles.set_from_scalar(0),this._widths.set_from_scalar(2*this.glyph.svx[0]),this._heights.set_from_scalar(4*this.glyph.svy[4]/Math.sqrt(3)))}}e.HexTileGL=l,l.__name__="HexTileGL"},
+426: function _(s,i,t,h,e){h();const _=s(420),l=s(22),a=s(46),n=s(422),o=s(421);class r extends _.BaseGLGlyph{constructor(s,i){super(s,i),this.glyph=i,this._antialias=1.5,this._miter_limit=5}draw(s,i,t){const h=i.glglyph;this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),h.data_changed&&(h._set_data(),h.data_changed=!1);const e=this.glyph.visuals.line,_=n.cap_lookup[e.line_cap.value],l=n.join_lookup[e.line_join.value],a=h._points,o={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[t.width,t.height],pixel_ratio:t.pixel_ratio,line_color:this._color,linewidth:this._linewidth,antialias:this._antialias,miter_limit:this._miter_limit,points:a,show:h._show,nsegments:a.length/2-3,line_join:l,line_cap:_};if(this._is_dashed()){const s=Object.assign(Object.assign({},o),{length_so_far:this._length_so_far,dash_tex:this._dash_tex,dash_tex_info:this._dash_tex_info,dash_scale:this._dash_scale,dash_offset:this._dash_offset});this.regl_wrapper.dashed_line()(s)}else this.regl_wrapper.solid_line()(o)}_is_dashed(){return this._line_dash.length>0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;i<s+1;i++)t[2*i]=this.glyph.sx[i-1],t[2*i+1]=this.glyph.sy[i-1];this._is_closed?(t[0]=t[2*s-2],t[1]=t[2*s-1],t[2*s+2]=t[4],t[2*s+3]=t[5]):(t[0]=0,t[1]=0,t[2*s+2]=0,t[2*s+3]=0),this._points.update(),null==this._show&&(this._show=new o.Uint8Buffer(this.regl_wrapper));const h=this._show.get_sized_array(s+1);let e=isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]);for(let i=1;i<s;i++){const s=isFinite(this.glyph.sx[i])&&isFinite(this.glyph.sy[i]);h[i]=e&&s?1:0,e=s}if(this._is_closed?(h[0]=h[s-1],h[s]=h[1]):(h[0]=0,h[s]=0),this._show.update(),this._is_dashed()){null==this._length_so_far&&(this._length_so_far=new o.Float32Buffer(this.regl_wrapper));const s=this._length_so_far.get_sized_array(i);let e=0;for(let _=0;_<i;_++)s[_]=e,1==h[_+1]&&(e+=Math.sqrt((t[2*_+4]-t[2*_+2])**2+(t[2*_+5]-t[2*_+3])**2));this._length_so_far.update()}}_set_visuals(){const s=this.glyph.visuals.line,i=(0,l.color2rgba)(s.line_color.value,s.line_alpha.value);this._color=i.map((s=>s/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__="LineGL"},
+427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r<s;r++){const s=this.glyph.sleft[r],h=this.glyph.sright[r],n=this.glyph.stop[r],_=this.glyph.sbottom[r];isFinite(s)&&isFinite(h)&&isFinite(n)&&isFinite(_)?(t[2*r]=(s+h)/2,t[2*r+1]=(n+_)/2,i[r]=Math.abs(n-_),e[r]=Math.abs(h-s)):(t[2*r]=a.SingleMarkerGL.missing_point,t[2*r+1]=a.SingleMarkerGL.missing_point,i[r]=a.SingleMarkerGL.missing_point,e[r]=a.SingleMarkerGL.missing_point)}this._centers.update(),this._heights.update(),this._widths.update()}}i.LRTBGL=n,n.__name__="LRTBGL"},
+428: function _(s,t,e,i,_){i();const h=s(419),r=s(421);class a extends h.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){const i=t.glglyph;i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const _=i.nvertices;null==this._show&&(this._show=new r.Uint8Buffer(this.regl_wrapper));const h=i._unique_marker_types.length;for(const t of i._unique_marker_types){if(null==t)continue;let r=_;const a=this._show.length,n=this._show.get_sized_array(_);if(h>1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=h.BaseMarkerGL.missing_point,t[2*e+1]=h.BaseMarkerGL.missing_point);this._centers.update(),this._widths.set_from_prop(this.glyph.size),this._angles.set_from_prop(this.glyph.angle),this._marker_types=this.glyph.marker,this._unique_marker_types=[...new Set(this._marker_types)]}}e.MultiMarkerGL=a,a.__name__="MultiMarkerGL"},
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+    </script>
+    <script type="text/javascript">
+      (function() {
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+  </body>
+</html><figcaption>
+<p><span class="caption-number">Figure 7 </span><span class="caption-text"><span class="caption-text">
+Average CPU usage during benchmark</span><a class="headerlink" href="#performance-and-classification-of-buildlocalcputvmtensorflowclassificationjsonbuild-local-cpu-tvm-tensorflow-classification-json-cpuusage" title="Permalink to this image">¶</a></figcaption>
+</figure>
+<ul class="simple">
+<li><p><em>Mean</em>: <strong>54.39782426778242 %</strong>,</p></li>
+<li><p><em>Standard deviation</em>: <strong>4.080424678765232 %</strong>,</p></li>
+<li><p><em>Median</em>: <strong>54.175 %</strong>.</p></li>
+</ul>
+<h3 id="memory-usage">Memory usage<a class="headerlink" href="#memory-usage" title="Permalink to this heading">¶</a></h3>
+<figure class="align-center" id="performance-and-classification-of-buildlocalcputvmtensorflowclassificationjsonbuild-local-cpu-tvm-tensorflow-classification-json-memusage">
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+ * are permitted provided that the following conditions are met:
+ * 
+ * Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ * 
+ * Redistributions in binary form must reproduce the above copyright notice,
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+ * 
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+ * may be used to endorse or promote products derived from this software
+ * without specific prior written permission.
+ * 
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+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
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e?t!==e||!o:!e.has(t))throw new TypeError("Cannot write private member to an object whose class did not declare it");return"a"===n?o.call(t,r):o?o.value=r:e.set(t,r),r}},
+function _(e,t,o,s,l){s();const n=e(1);l("version",e(3).version),l("index",e(4).index),o.embed=(0,n.__importStar)(e(4)),o.protocol=(0,n.__importStar)(e(406)),o._testing=(0,n.__importStar)(e(407));var r=e(19);l("logger",r.logger),l("set_log_level",r.set_log_level),l("settings",e(28).settings),l("Models",e(7).Models),l("documents",e(5).documents),l("safely",e(408).safely)},
+function _(n,i,o,c,e){c(),o.version="2.4.3"},
+function _(e,o,t,n,s){n();const d=e(5),r=e(19),_=e(34),c=e(13),i=e(8),a=e(16),u=e(397),l=e(399),m=e(398);var f=e(397);s("add_document_standalone",f.add_document_standalone),s("index",f.index),s("add_document_from_session",e(399).add_document_from_session);var g=e(404);async function w(e,o,t,n){(0,i.isString)(e)&&(e=JSON.parse((0,_.unescape)(e)));const s={};for(const[o,t]of(0,c.entries)(e))s[o]=d.Document.from_json(t);const a=[];for(const e of o){const o=(0,m._resolve_element)(e),d=(0,m._resolve_root_elements)(e);if(null!=e.docid)a.push(await(0,u.add_document_standalone)(s[e.docid],o,d,e.use_for_title));else{if(null==e.token)throw new Error("Error rendering Bokeh items: either 'docid' or 'token' was expected.");{const s=(0,l._get_ws_url)(t,n);r.logger.debug(`embed: computed ws url: ${s}`);try{a.push(await(0,l.add_document_from_session)(s,e.token,o,d,e.use_for_title)),console.log("Bokeh items were rendered successfully")}catch(e){console.log("Error rendering Bokeh items:",e)}}}}return a}s("embed_items_notebook",g.embed_items_notebook),s("kernels",g.kernels),s("BOKEH_ROOT",e(398).BOKEH_ROOT),t.embed_item=async function(e,o){const t={},n=(0,_.uuid4)();t[n]=e.doc,null==o&&(o=e.target_id);const s=document.getElementById(o);null!=s&&s.classList.add(m.BOKEH_ROOT);const d={roots:{[e.root_id]:o},root_ids:[e.root_id],docid:n};await(0,a.defer)();const[r]=await w(t,[d]);return r},t.embed_items=async function(e,o,t,n){return await(0,a.defer)(),w(e,o,t,n)}},
+function _(t,_,o,r,n){r();const a=t(1);(0,a.__exportStar)(t(6),o),(0,a.__exportStar)(t(35),o)},
+function _(e,t,s,o,n){o();const i=e(1),r=e(7),l=e(3),_=e(19),a=e(251),c=e(14),d=e(30),h=e(15),f=e(17),u=e(31),m=e(29),g=e(9),v=e(13),p=(0,i.__importStar)(e(77)),w=e(26),b=e(8),y=e(309),k=e(75),M=e(53),j=e(396),z=e(35);class S{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new z.MessageSentEvent(this.document,"bokeh_event",e.to_json());this.document._trigger_on_change(t)}trigger(e){for(const t of this.subscribed_models)null!=e.origin&&e.origin!=t||t._process_event(e)}}s.EventManager=S,S.__name__="EventManager",s.documents=[],s.DEFAULT_TITLE="Bokeh Application";class E{constructor(e){var t;s.documents.push(this),this._init_timestamp=Date.now(),this._resolver=null!==(t=null==e?void 0:e.resolver)&&void 0!==t?t:new r.ModelResolver,this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new Map,this._message_callbacks=new Map,this.event_manager=new S(this),this.idle=new h.Signal0(this,"idle"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof y.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e,t=null){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_finalize=t,this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&(this._interactive_plot.trigger_event(new a.LODEnd),null!=this._interactive_finalize&&this._interactive_finalize()),this._interactive_plot=null,this._interactive_timestamp=null,this._interactive_finalize=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error("Attempted to overwrite a document with itself");e.clear();const t=(0,g.copy)(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug("invalidating document models"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new z.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof M.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof z.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new z.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const i of e){const e=i.id,r=i.type,l=null!==(o=i.attributes)&&void 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,r,l,s),null!=i.subtype&&_.set_subtype(i.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var i;if((0,f.is_ref)(e)){const o=null!==(i=t.get(e.id))&&void 0!==i?i:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}if((0,u.is_NDArray_ref)(e)){const{buffer:t,dtype:s,shape:n}=(0,u.decode_NDArray)(e,o);return(0,m.ndarray)(t,{dtype:s,shape:n})}return(0,b.isArray)(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):(0,b.isPlainObject)(e)?function(e){const t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:"ModelChanged",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),i=Object.keys(t.attributes),r=(0,g.difference)(n,i),l=(0,g.difference)(i,n),a=(0,g.intersection)(n,i),c=[];for(const e of r)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const i=t.attributes[n];c.push(E._event_for_attribute_change(e,n,i,s,o))}for(const n of a){const i=e.attributes[n],r=t.attributes[n];null==i&&null==r||(null==i||null==r?c.push(E._event_for_attribute_change(e,n,r,s,o)):"data"==n||(0,w.is_equal)(i,r)||c.push(E._event_for_attribute_change(e,n,r,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),i=new Map,r=[];for(const t of e.roots.root_ids)i.set(t,n.get(t)),r.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(r.sort(),a.sort(),(0,g.difference)(r,a).length>0||(0,g.difference)(a,r).length>0)throw new Error("Not implemented: computing add/remove of document roots");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug("Creating Document from JSON");const t=e.version,s=-1!==t.indexOf("+")||-1!==t.indexOf("-"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\./,"$1")==t?_.logger.debug(o):(_.logger.warn("JS/Python version mismatch"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error("Cannot create a patch using events from a different document");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case"RootAdded":case"RootRemoved":case"ModelChanged":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}"`),new Error("event model wasn't known");break}}const r=new Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case"MessageSent":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error("expected exactly one buffer");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case"ModelChanged":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case"ColumnDataChanged":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case"ColumnsStreamed":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot stream to non-ColumnDataSource");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case"ColumnsPatched":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot patch non-ColumnDataSource");const n=e.patches;o.patch(n,s);break}case"RootAdded":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case"RootRemoved":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case"TitleChanged":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__="Document"},
+function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__="ModelResolver";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},
+function _(n,t,r,e,i){e();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||"[object Boolean]"===u.call(n)}function f(n){return"[object Number]"===u.call(n)}function l(n){return"[object String]"===u.call(n)}function s(n){return"symbol"==typeof n}function a(n){const t=typeof n;return"function"===t||"object"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return"[object Function]"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&"length"in n}},
+function _(n,t,e,r,o){r();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
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+function _(n,t,r,e,o){e();const{PI:a}=Math;function u(n){if(0==n)return 0;for(;n<=0;)n+=2*a;for(;n>2*a;)n-=2*a;return n}function c(n,t){return u(n-t)}function f(){return Math.random()}function i(n){switch(n){case"deg":return a/180;case"rad":return 1;case"grad":return a/200;case"turn":return 2*a}}r.angle_norm=u,r.angle_dist=c,r.angle_between=function(n,t,r,e=!1){const o=c(t,r);if(0==o)return!1;if(o==2*a)return!0;const f=u(n),i=c(t,f)<=o&&c(f,r)<=o;return e?!i:i},r.random=f,r.randomIn=function(n,t){return null==t&&(t=n,n=0),n+Math.floor(Math.random()*(t-n+1))},r.atan2=function(n,t){return Math.atan2(t[1]-n[1],t[0]-n[0])},r.radians=function(n){return n*(a/180)},r.degrees=function(n){return n/(a/180)},r.resolve_angle=function(n,t){return-i(t)*n},r.to_radians_coeff=i,r.rnorm=function(n,t){let r,e;for(;r=f(),e=f(),e=(2*e-1)*Math.sqrt(1/Math.E*2),!(-4*r*r*Math.log(r)>=e*e););let o=e/r;return o=n+t*o,o},r.clamp=function(n,t,r){return n<t?t:n>r?r:n},r.log=function(n,t=Math.E){return Math.log(n)/Math.log(t)},r.float32_epsilon=1.1920928955078125e-7},
+function _(r,n,e,o,s){o();class t extends Error{}e.AssertionError=t,t.__name__="AssertionError",e.assert=function(r,n){if(!(!0===r||!1!==r&&r()))throw new t(null!=n?n:"Assertion failed")},e.unreachable=function(){throw new Error("unreachable code")}},
+function _(n,t,e,r,o){r();const i=n(10);function l(n,t,e,...r){const o=n.length;t<0&&(t+=o),t<0?t=0:t>o&&(t=o),null==e||e>o-t?e=o-t:e<0&&(e=0);const i=o-e+r.length,l=new n.constructor(i);let u=0;for(;u<t;u++)l[u]=n[u];for(const n of r)l[u++]=n;for(let r=t+e;r<o;r++)l[u++]=n[r];return l}function u(n,t){return l(n,t,n.length-t)}function c(n,t){const e=n.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=t(n[o],o,n);return r}function f(n,t,e){const r=n.length;if(void 0===e&&0==r)throw new Error("can't reduce an empty array without an initial value");let o,i;for(void 0===e?(o=n[0],i=1):(o=e,i=0);i<r;i++)o=t(o,n[i],i,n);return o}function s(n){return function(t,e){const r=t.length;let o=n>0?0:r-1;for(;o>=0&&o<r;o+=n)if(e(t[o]))return o;return-1}}function h(n,t){let e=0,r=n.length;for(;e<r;){const o=Math.floor((e+r)/2);n[o]<t?e=o+1:r=o}return e}function a(n,t,e,r,o){const i=(o-e)/(r-t);let l=i*(n-t)+e;return isFinite(l)||(l=i*(n-r)+o,isFinite(l)||e!=o||(l=e)),l}function g(n,t){if(n<t[0])return-1;if(n>t[t.length-1])return t.length;let e=0,r=t.length-1;for(;r-e!=1;){const o=e+Math.floor((r-e)/2);n>=t[o]?e=o:r=o}return e}e.is_empty=function(n){return 0==n.length},e.copy=function(n){return Array.isArray(n)?n.slice():new n.constructor(n)},e.splice=l,e.head=u,e.insert=function(n,t,e){return l(n,e,0,t)},e.append=function(n,t){return l(n,n.length,0,t)},e.prepend=function(n,t){return l(n,0,0,t)},e.indexOf=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.subselect=function(n,t){const e=t.length,r=new n.constructor(e);for(let o=0;o<e;o++)r[o]=n[t[o]];return r},e.mul=function(n,t,e){const r=n.length,o=null!=e?e:new n.constructor(r);for(let e=0;e<r;e++)o[e]=n[e]*t;return o},e.map=c,e.inplace_map=function(n,t,e){const r=n.length,o=null!=e?e:n;for(let e=0;e<r;e++)o[e]=t(n[e],e)},e.filter=function(n,t){const e=n.length,r=new n.constructor(e);let o=0;for(let i=0;i<e;i++){const e=n[i];t(e,i,n)&&(r[o++]=e)}return u(r,o)},e.reduce=f,e.min=function(n){let t,e=1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t<e&&(e=t);return e},e.max=function(n){let t,e=-1/0;for(let r=0,o=n.length;r<o;r++)t=n[r],!isNaN(t)&&t>e&&(e=t);return e},e.minmax=function(n){let t,e=1/0,r=-1/0;for(let o=0,i=n.length;o<i;o++)t=n[o],isNaN(t)||(t<e&&(e=t),t>r&&(r=t));return[e,r]},e.minmax2=function(n,t){let e,r,o=1/0,i=-1/0,l=1/0,u=-1/0;const c=Math.min(n.length,t.length);for(let f=0;f<c;f++)e=n[f],r=t[f],isNaN(e)||isNaN(r)||(e<o&&(o=e),e>i&&(i=e),r<l&&(l=r),r>u&&(u=r));return[o,i,l,u]},e.min_by=function(n,t){if(0==n.length)throw new Error("min_by() called with an empty array");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l<r&&(e=i,r=l)}return e},e.max_by=function(n,t){if(0==n.length)throw new Error("max_by() called with an empty array");let e=n[0],r=t(e);for(let o=1,i=n.length;o<i;o++){const i=n[o],l=t(i);l>r&&(e=i,r=l)}return e},e.sum=function(n){let t=0;for(let e=0,r=n.length;e<r;e++)t+=n[e];return t},e.cumsum=function(n){const t=new n.constructor(n.length);return f(n,((n,e,r)=>t[r]=n+e),0),t},e.every=function(n,t){for(let e=0,r=n.length;e<r;e++)if(!t(n[e]))return!1;return!0},e.some=function(n,t){for(let e=0,r=n.length;e<r;e++)if(t(n[e]))return!0;return!1},e.index_of=function(n,t){for(let e=0,r=n.length;e<r;e++)if(n[e]===t)return e;return-1},e.find_index=s(1),e.find_last_index=s(-1),e.find=function(n,t){const r=(0,e.find_index)(n,t);return-1==r?void 0:n[r]},e.find_last=function(n,t){const r=(0,e.find_last_index)(n,t);return-1==r?void 0:n[r]},e.sorted_index=h,e.bin_counts=function(n,t){const e=t.length-1,r=Array(e).fill(0);for(let o=0;o<n.length;o++){const l=h(t,n[o]);r[(0,i.clamp)(l-1,0,e-1)]+=1}return r},e.interpolate=function(n,t,e){const r=n.length,o=new Array(r);for(let i=0;i<r;i++){const r=n[i];if(isNaN(r)){o[i]=r;continue}const l=g(r,t);if(-1==l)o[i]=e[0];else if(l==t.length)o[i]=e[e.length-1];else if(l==t.length-1||t[l]==r)o[i]=e[l];else{const n=t[l],u=e[l],c=t[l+1],f=e[l+1];o[i]=a(r,n,u,c,f)}}return o},e.left_edge_index=g,e.norm=function(n,t,e){const r=e-t;return c(n,(n=>(n-t)/r))}},
+function _(t,e,n,c,o){c();const s=t(9),{hasOwnProperty:r}=Object.prototype;function i(t){return Object.keys(t).length}function u(t){return 0==i(t)}n.keys=Object.keys,n.values=Object.values,n.entries=Object.entries,n.extend=Object.assign,n.clone=function(t){return Object.assign({},t)},n.merge=function(t,e){const n=Object.create(Object.prototype),c=(0,s.concat)([Object.keys(t),Object.keys(e)]);for(const o of c){const c=r.call(t,o)?t[o]:[],i=r.call(e,o)?e[o]:[];n[o]=(0,s.union)(c,i)}return n},n.size=i,n.is_empty=u,n.isEmpty=u,n.to_object=function(t){const e={};for(const[n,c]of t)e[n]=c;return e}},
+function _(e,t,s,n,r){n();const i=e(1);var o;const c=e(15),a=e(17),_=(0,i.__importStar)(e(18)),h=(0,i.__importStar)(e(21)),u=e(34),l=e(13),f=e(8),p=e(26),d=e(30),g=e(35),y=e(26),v=e(36),m=e(37),b=(0,i.__importStar)(e(21));class w extends((0,c.Signalable)()){constructor(e={}){var t,s;super(),this._subtype=void 0,this.document=null,this.destroyed=new c.Signal0(this,"destroyed"),this.change=new c.Signal0(this,"change"),this.transformchange=new c.Signal0(this,"transformchange"),this.exprchange=new c.Signal0(this,"exprchange"),this.properties={},this._watchers=new WeakMap,this._pending=!1,this._changing=!1;const n=e instanceof Map?e.get.bind(e):t=>e[t];this.id=null!==(t=n("id"))&&void 0!==t?t:(0,u.uniqueId)();for(const[e,{type:t,default_value:s,options:r}]of(0,l.entries)(this._props)){let i;t instanceof _.PropertyAlias?Object.defineProperty(this.properties,e,{get:()=>this.properties[t.attr],configurable:!1,enumerable:!1}):(i=t instanceof h.Kind?new 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Error(`attempted to override nonexistent '${this.prototype.type}.${t}'`);const r=Object.assign({},this.prototype._props);r[t]=Object.assign(Object.assign({},n),{default_value:e}),this.prototype._props=r}}toString(){return`${this.type}(${this.id})`}property(e){const t=this.properties[e];if(null!=t)return t;throw new Error(`unknown property ${this.type}.${e}`)}get attributes(){const e={};for(const t of this)e[t.attr]=t.get_value();return e}[m.clone](e){const t=new Map;for(const s of this)s.dirty&&t.set(s.attr,e.clone(s.get_value()));return new this.constructor(t)}[y.equals](e,t){for(const s of this){const n=e.property(s.attr);if(!t.eq(s.get_value(),n.get_value()))return!1}return!0}[v.pretty](e){const t=e.token,s=[];for(const n of this)if(n.dirty){const r=n.get_value();s.push(`${n.attr}${t(":")} ${e.to_string(r)}`)}return`${this.constructor.__qualified__}${t("(")}${t("{")}${s.join(`${t(",")} `)}${t("}")}${t(")")}`}[d.serialize](e){const t=this.ref();e.add_ref(this,t);const 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n)e.change.emit();if(!r){if(!t.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}}setv(e,t={}){const s=(0,l.entries)(e);if(0==s.length)return;if(!0===t.silent){this._watchers=new WeakMap;for(const[e,t]of s)this.properties[e].set_value(t);return}const n=new Map,r=new Map;for(const[e,t]of s){const s=this.properties[e];n.set(s,t),r.set(s,s.get_value())}this._setv(n,t);const{document:i}=this;if(null!=i){const e=[];for(const[t,s]of r)e.push([t,s,t.get_value()]);for(const[,t,s]of e)if(this._needs_invalidate(t,s)){i._invalidate_all_models();break}this._push_changes(e,t)}}getv(e){return this.property(e).get_value()}ref(){return{id:this.id}}struct(){const e={type:this.type,id:this.id,attributes:{}};return null!=this._subtype&&(e.subtype=this._subtype),e}set_subtype(e){this._subtype=e}*[Symbol.iterator](){yield*(0,l.values)(this.properties)}*syncable_properties(){for(const e of this)e.syncable&&(yield e)}serializable_attributes(){const e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error("models must be owned by only a single document");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},
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q{valid(e){return(0,m.isNumber)(e)&&0<=e&&e<=1}}n.Percent=B,B.__name__="Percent";class F extends f{valid(e){return(0,m.isString)(e)}}n.String=F,F.__name__="String";class D extends f{valid(e){return null===e||(0,m.isString)(e)}}n.NullString=D,D.__name__="NullString";class U extends F{}n.FontSize=U,U.__name__="FontSize";class M extends F{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.Font=M,M.__name__="Font";class R extends f{valid(e){return(0,m.isString)(e)&&(0,_.includes)(this.enum_values,e)}}function k(e){return class extends R{get enum_values(){return[...e]}}}n.EnumProperty=R,R.__name__="EnumProperty",n.Enum=k;class O extends R{get enum_values(){return[...o.Direction]}normalize(e){const t=new Uint8Array(e.length);for(let n=0;n<e.length;n++)switch(e[n]){case"clock":t[n]=0;break;case"anticlock":t[n]=1}return t}}n.Direction=O,O.__name__="Direction",n.Anchor=k(o.Anchor),n.AngleUnits=k(o.AngleUnits),n.BoxOrigin=k(o.BoxOrigin),n.ButtonType=k(o.ButtonType),n.CalendarPosition=k(o.CalendarPosition),n.Dimension=k(o.Dimension),n.Dimensions=k(o.Dimensions),n.Distribution=k(o.Distribution),n.FontStyle=k(o.FontStyle),n.HatchPatternType=k(o.HatchPatternType),n.HTTPMethod=k(o.HTTPMethod),n.HexTileOrientation=k(o.HexTileOrientation),n.HoverMode=k(o.HoverMode),n.LatLon=k(o.LatLon),n.LegendClickPolicy=k(o.LegendClickPolicy),n.LegendLocation=k(o.LegendLocation),n.LineCap=k(o.LineCap),n.LineJoin=k(o.LineJoin),n.LinePolicy=k(o.LinePolicy),n.Location=k(o.Location),n.Logo=k(o.Logo),n.MarkerType=k(o.MarkerType),n.MutedPolicy=k(o.MutedPolicy),n.Orientation=k(o.Orientation),n.OutputBackend=k(o.OutputBackend),n.PaddingUnits=k(o.PaddingUnits),n.Place=k(o.Place),n.PointPolicy=k(o.PointPolicy),n.RadiusDimension=k(o.RadiusDimension),n.RenderLevel=k(o.RenderLevel),n.RenderMode=k(o.RenderMode),n.ResetPolicy=k(o.ResetPolicy),n.RoundingFunction=k(o.RoundingFunction),n.Side=k(o.Side),n.SizingMode=k(o.SizingMode),n.Sort=k(o.Sort),n.SpatialUnits=k(o.SpatialUnits),n.StartEnd=k(o.StartEnd),n.StepMode=k(o.StepMode),n.TapBehavior=k(o.TapBehavior),n.TextAlign=k(o.TextAlign),n.TextBaseline=k(o.TextBaseline),n.TextureRepetition=k(o.TextureRepetition),n.TickLabelOrientation=k(o.TickLabelOrientation),n.TooltipAttachment=k(o.TooltipAttachment),n.UpdateMode=k(o.UpdateMode),n.VerticalAlign=k(o.VerticalAlign);class E extends f{get_value(){const{value:e,expr:t,transform:n}=this.spec;return null!=t||null!=n?this.spec:e}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}uniform(e){var t;const{expr:n,value:r,transform:a}=this.spec,i=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=n.compute(e);return null!=a&&(t=a.compute(t)),t=this.materialize(t),this.scalar(t,i)}{let e=r;return null!=a&&(e=a.compute(e)),e=this.materialize(e),this.scalar(e,i)}}}n.ScalarSpec=E,E.__name__="ScalarSpec";class V extends E{}n.AnyScalar=V,V.__name__="AnyScalar";class $ extends E{}n.ColorScalar=$,$.__name__="ColorScalar";class I extends E{}n.NumberScalar=I,I.__name__="NumberScalar";class J extends E{}n.StringScalar=J,J.__name__="StringScalar";class X extends E{}n.NullStringScalar=X,X.__name__="NullStringScalar";class Y extends E{}n.ArrayScalar=Y,Y.__name__="ArrayScalar";class H extends E{}n.LineJoinScalar=H,H.__name__="LineJoinScalar";class j extends E{}n.LineCapScalar=j,j.__name__="LineCapScalar";class G extends E{}n.LineDashScalar=G,G.__name__="LineDashScalar";class K extends E{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.FontScalar=K,K.__name__="FontScalar";class Q extends E{}n.FontSizeScalar=Q,Q.__name__="FontSizeScalar";class W extends E{}n.FontStyleScalar=W,W.__name__="FontStyleScalar";class Z extends E{}n.TextAlignScalar=Z,Z.__name__="TextAlignScalar";class ee extends E{}n.TextBaselineScalar=ee,ee.__name__="TextBaselineScalar";class te extends f{get_value(){return null===this.spec.value?null:this.spec}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}v_materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}vector(e){return new y.UniformVector(e)}uniform(e){var t;const{field:n,expr:r,value:a,transform:i}=this.spec,s=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=e.get_column(n);return null!=t?(null!=i&&(t=i.v_compute(t)),t=this.v_materialize(t),this.vector(t)):(l.logger.warn(`attempted to retrieve property array for nonexistent field '${n}'`),this.scalar(null,s))}if(null!=r){let t=r.v_compute(e);return null!=i&&(t=i.v_compute(t)),t=this.v_materialize(t),this.vector(t)}{let e=a;return null!=i&&(e=i.compute(e)),e=this.materialize(e),this.scalar(e,s)}}array(e){var t;let n;const r=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=this.spec.field){const t=e.get_column(this.spec.field);if(null!=t)n=this.normalize(t);else{l.logger.warn(`attempted to retrieve property array for nonexistent field '${this.spec.field}'`);const e=new Float64Array(r);e.fill(NaN),n=e}}else if(null!=this.spec.expr)n=this.normalize(this.spec.expr.v_compute(e));else{const e=this._value(!1);if((0,m.isNumber)(e)){const t=new Float64Array(r);t.fill(e),n=t}else n=(0,_.repeat)(e,r)}return null!=this.spec.transform&&(n=this.spec.transform.v_compute(n)),n}}n.VectorSpec=te,te.__name__="VectorSpec";class ne extends te{}n.DataSpec=ne,ne.__name__="DataSpec";class re extends te{_update(e){super._update(e);const{units:t}=this.spec;if(null!=t&&!(0,_.includes)(this.valid_units,t))throw new Error(`units must be one of ${this.valid_units.join(", ")}; got: ${t}`)}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:this.default_units}set units(e){e!=this.default_units?this.spec.units=e:delete this.spec.units}}n.UnitsSpec=re,re.__name__="UnitsSpec";class ae extends re{array(e){return new Float64Array(super.array(e))}}n.NumberUnitsSpec=ae,ae.__name__="NumberUnitsSpec";class ie extends ne{}n.BaseCoordinateSpec=ie,ie.__name__="BaseCoordinateSpec";class se extends ie{}n.CoordinateSpec=se,se.__name__="CoordinateSpec";class le extends ie{}n.CoordinateSeqSpec=le,le.__name__="CoordinateSeqSpec";class oe extends ie{}n.CoordinateSeqSeqSeqSpec=oe,oe.__name__="CoordinateSeqSeqSeqSpec";class ce extends se{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSpec=ce,ce.__name__="XCoordinateSpec";class _e extends se{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSpec=_e,_e.__name__="YCoordinateSpec";class ue extends le{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSeqSpec=ue,ue.__name__="XCoordinateSeqSpec";class de extends le{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSeqSpec=de,de.__name__="YCoordinateSeqSpec";class Se extends oe{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSeqSeqSeqSpec=Se,Se.__name__="XCoordinateSeqSeqSeqSpec";class pe extends oe{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSeqSeqSeqSpec=pe,pe.__name__="YCoordinateSeqSeqSeqSpec";class me extends ae{get default_units(){return"rad"}get valid_units(){return[...o.AngleUnits]}materialize(e){return e*-(0,d.to_radians_coeff)(this.units)}v_materialize(e){const t=-(0,d.to_radians_coeff)(this.units),n=new Float32Array(e.length);return(0,u.mul)(e,t,n),n}array(e){throw new Error("not supported")}}n.AngleSpec=me,me.__name__="AngleSpec";class he extends ae{get default_units(){return"data"}get valid_units(){return[...o.SpatialUnits]}}n.DistanceSpec=he,he.__name__="DistanceSpec";class ve extends he{materialize(e){return null!=e?e:NaN}}n.NullDistanceSpec=ve,ve.__name__="NullDistanceSpec";class ye extends ne{v_materialize(e){return new Uint8Array(e)}array(e){return new Uint8Array(super.array(e))}}n.BooleanSpec=ye,ye.__name__="BooleanSpec";class xe extends ne{v_materialize(e){return(0,m.isTypedArray)(e)?e:new Int32Array(e)}array(e){return new Int32Array(super.array(e))}}n.IntSpec=xe,xe.__name__="IntSpec";class ge extends ne{v_materialize(e){return(0,m.isTypedArray)(e)?e:new Float64Array(e)}array(e){return new Float64Array(super.array(e))}}n.NumberSpec=ge,ge.__name__="NumberSpec";class fe extends ge{valid(e){return(0,m.isNumber)(e)&&e>=0}}n.ScreenSizeSpec=fe,fe.__name__="ScreenSizeSpec";class Ae extends ne{materialize(e){return(0,S.encode_rgba)((0,S.color2rgba)(e))}v_materialize(e){if(!(0,v.is_NDArray)(e)){const t=e.length,n=new c.RGBAArray(4*t);let r=0;for(const t of e){const[e,a,i,s]=(0,S.color2rgba)(t);n[r++]=e,n[r++]=a,n[r++]=i,n[r++]=s}return new c.ColorArray(n.buffer)}if("uint32"==e.dtype&&1==e.dimension)return(0,p.to_big_endian)(e);if("uint8"==e.dtype&&1==e.dimension){const[t]=e.shape,n=new c.RGBAArray(4*t);let r=0;for(const t of e)n[r++]=t,n[r++]=t,n[r++]=t,n[r++]=255;return new c.ColorArray(n.buffer)}if("uint8"==e.dtype&&2==e.dimension){const[t,n]=e.shape;if(4==n)return new c.ColorArray(e.buffer);if(3==n){const r=new c.RGBAArray(4*t);for(let a=0,i=0;a<n*t;)r[i++]=e[a++],r[i++]=e[a++],r[i++]=e[a++],r[i++]=255;return new c.ColorArray(r.buffer)}}else if(("float32"==e.dtype||"float64"==e.dtype)&&2==e.dimension){const[t,n]=e.shape;if(3==n||4==n){const r=new 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+function _(t,s,r,e,i){var n;e();const o=t(26),a=t(11);class _{constructor(t,s=0){this.size=t,this[n]="BitSet",this._count=null,this._nwords=Math.ceil(t/32),0==s||1==s?(this._array=new Uint32Array(this._nwords),1==s&&this._array.fill(4294967295)):((0,a.assert)(s.length==this._nwords,"Initializer size mismatch"),this._array=s)}clone(){return new _(this.size,new Uint32Array(this._array))}[(n=Symbol.toStringTag,o.equals)](t,s){if(!s.eq(this.size,t.size))return!1;const{_nwords:r}=this,e=this.size%r,i=0==e?r:r-1;for(let s=0;s<i;s++)if(this._array[s]!=t._array[s])return!1;if(0==e)return!0;{const s=1<<e-1,r=s-1^s;return(this._array[i]&r)==(t._array[i]&r)}}static all_set(t){return new _(t,1)}static all_unset(t){return new _(t,0)}static from_indices(t,s){const r=new _(t);for(const t of s)r.set(t);return r}static from_booleans(t,s){const r=new _(t),e=Math.min(t,s.length);for(let t=0;t<e;t++)s[t]&&r.set(t);return r}_check_bounds(t){(0,a.assert)(0<=t&&t<this.size,`Out of bounds: 0 <= ${t} < ${this.size}`)}get(t){this._check_bounds(t);const s=t>>>5,r=31&t;return!!(this._array[s]>>r&1)}set(t,s=!0){this._check_bounds(t),this._count=null;const r=t>>>5,e=31&t;s?this._array[r]|=1<<e:this._array[r]&=~(1<<e)}unset(t){this.set(t,!1)}*[Symbol.iterator](){yield*this.ones()}get count(){let t=this._count;return null==t&&(this._count=t=this._get_count()),t}_get_count(){const{_array:t,_nwords:s,size:r}=this;let e=0;for(let i=0,n=0;n<s;n++){const s=t[n];if(0==s)i+=32;else for(let t=0;t<32&&i<r;t++,i++)s>>>t&1&&(e+=1)}return e}*ones(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(0!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1&&(yield e);else e+=32}}*zeros(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(4294967295!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1||(yield e);else e+=32}}_check_size(t){(0,a.assert)(this.size==t.size,"Size mismatch")}add(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]|=t._array[s]}intersect(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]&=t._array[s]}subtract(t){this._check_size(t);for(let s=0;s<this._nwords;s++){const r=this._array[s],e=t._array[s];this._array[s]=(r^e)&r}}union(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]|=t._array[r];return s}intersection(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]&=t._array[r];return s}difference(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++){const e=this._array[r],i=t._array[r];s._array[r]=(e^i)&e}return s}select(t){(0,a.assert)(this.size<=t.length,"Size mismatch");const s=this.count,r=new t.constructor(s);let e=0;for(const s of this)r[e++]=t[s];return r}}r.BitSet=_,_.__name__="BitSet"},
+function _(t,e,r,n,s){n();const o=t(8),{hasOwnProperty:c}=Object.prototype;function a(t){return(0,o.isObject)(t)&&void 0!==t[r.equals]}r.equals=Symbol("equals"),r.wildcard=Symbol("wildcard");const i=Object.prototype.toString;class u{constructor(){this.a_stack=[],this.b_stack=[]}eq(t,e){if(Object.is(t,e))return!0;if(t===r.wildcard||e===r.wildcard)return!0;if(null==t||null==e)return t===e;const n=i.call(t);if(n!=i.call(e))return!1;switch(n){case"[object Number]":return this.numbers(t,e);case"[object RegExp]":case"[object String]":return`${t}`==`${e}`;case"[object Date]":case"[object Boolean]":return+t==+e}const{a_stack:s,b_stack:o}=this;let c=s.length;for(;c--;)if(s[c]===t)return o[c]===e;s.push(t),o.push(e);const u=(()=>{if(a(t)&&a(e))return t[r.equals](e,this);switch(n){case"[object Array]":case"[object Uint8Array]":case"[object Int8Array]":case"[object Uint16Array]":case"[object Int16Array]":case"[object Uint32Array]":case"[object Int32Array]":case"[object Float32Array]":case"[object Float64Array]":return this.arrays(t,e);case"[object Map]":return this.maps(t,e);case"[object Set]":return this.sets(t,e);case"[object Object]":if(t.constructor==e.constructor&&(null==t.constructor||t.constructor===Object))return this.objects(t,e);case"[object Function]":if(t.constructor==e.constructor&&t.constructor===Function)return this.eq(`${t}`,`${e}`)}if(t instanceof Node)return this.nodes(t,e);throw Error(`can't compare objects of type ${n}`)})();return s.pop(),o.pop(),u}numbers(t,e){return Object.is(t,e)}arrays(t,e){const{length:r}=t;if(r!=e.length)return!1;for(let n=0;n<r;n++)if(!this.eq(t[n],e[n]))return!1;return!0}iterables(t,e){const r=t[Symbol.iterator](),n=e[Symbol.iterator]();for(;;){const t=r.next(),e=n.next();if(t.done&&e.done)return!0;if(t.done||e.done)return!1;if(!this.eq(t.value,e.value))return!1}}maps(t,e){if(t.size!=e.size)return!1;for(const[r,n]of t)if(!e.has(r)||!this.eq(n,e.get(r)))return!1;return!0}sets(t,e){if(t.size!=e.size)return!1;for(const r of t)if(!e.has(r))return!1;return!0}objects(t,e){const r=Object.keys(t);if(r.length!=Object.keys(e).length)return!1;for(const n of r)if(!c.call(e,n)||!this.eq(t[n],e[n]))return!1;return!0}nodes(t,e){return t.nodeType==e.nodeType&&(t.textContent==e.textContent&&!!this.iterables(t.childNodes,e.childNodes))}}r.Comparator=u,u.__name__="Comparator";const{abs:l}=Math;class b extends u{constructor(t=1e-4){super(),this.tolerance=t}numbers(t,e){return super.numbers(t,e)||l(t-e)<this.tolerance}}function f(t,e){return(new u).eq(t,e)}r.SimilarComparator=b,b.__name__="SimilarComparator",r.is_equal=f,r.is_similar=function(t,e,r){return new b(r).eq(t,e)},r.isEqual=f},
+function _(n,i,e,t,r){t(),e.is_windows=navigator.appVersion.includes("Windows"),e.is_ie=(()=>{const n=navigator.userAgent;return n.includes("MSIE")||n.includes("Trident")||n.includes("Edge")})(),e.is_mobile="undefined"!=typeof window&&("ontouchstart"in window||navigator.maxTouchPoints>0),e.is_little_endian=(()=>{const n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;let e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e})(),e.BYTE_ORDER=e.is_little_endian?"little":"big",e.to_big_endian=function(n){if(e.is_little_endian){const i=new Uint32Array(n.length),e=new DataView(i.buffer);let t=0;for(const i of n)e.setUint32(t,i),t+=4;return i}return n}},
+function _(e,t,r,s,_){s();class i{constructor(){this._dev=!1,this._wireframe=!1,this._force_webgl=!1}set dev(e){this._dev=e}get dev(){return this._dev}set wireframe(e){this._wireframe=e}get wireframe(){return this._wireframe}set force_webgl(e){this._force_webgl=e}get force_webgl(){return this._force_webgl}}r.Settings=i,i.__name__="Settings",r.settings=new i},
+function _(e,s,t,i,r){var a,n,l,h,u,o,p,c;i();const y=e(8),_=e(11),A=e(26),q=e(30),d=e(31),z=Symbol("__ndarray__");class D extends Uint8Array{constructor(e,s){super(e),this[a]=!0,this.dtype="uint8",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>D.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>D.prototype[q.serialize].call(this,e))}[(a=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint8NDArray=D,D.__name__="Uint8NDArray";class N extends Int8Array{constructor(e,s){super(e),this[n]=!0,this.dtype="int8",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>N.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>N.prototype[q.serialize].call(this,e))}[(n=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int8NDArray=N,N.__name__="Int8NDArray";class f extends Uint16Array{constructor(e,s){super(e),this[l]=!0,this.dtype="uint16",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>f.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>f.prototype[q.serialize].call(this,e))}[(l=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint16NDArray=f,f.__name__="Uint16NDArray";class m extends Int16Array{constructor(e,s){super(e),this[h]=!0,this.dtype="int16",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>m.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>m.prototype[q.serialize].call(this,e))}[(h=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int16NDArray=m,m.__name__="Int16NDArray";class g extends Uint32Array{constructor(e,s){super(e),this[u]=!0,this.dtype="uint32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>g.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>g.prototype[q.serialize].call(this,e))}[(u=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint32NDArray=g,g.__name__="Uint32NDArray";class I extends Int32Array{constructor(e,s){super(e),this[o]=!0,this.dtype="int32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>I.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>I.prototype[q.serialize].call(this,e))}[(o=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int32NDArray=I,I.__name__="Int32NDArray";class U extends Float32Array{constructor(e,s){super(e),this[p]=!0,this.dtype="float32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>U.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>U.prototype[q.serialize].call(this,e))}[(p=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Float32NDArray=U,U.__name__="Float32NDArray";class w extends Float64Array{constructor(e,s){super(e),this[c]=!0,this.dtype="float64",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>w.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>w.prototype[q.serialize].call(this,e))}[(c=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}function x(e){return(0,y.isObject)(e)&&void 0!==e[z]}t.Float64NDArray=w,w.__name__="Float64NDArray",t.is_NDArray=x,t.ndarray=function(e,s={}){let{dtype:t}=s;null==t&&(t=e instanceof ArrayBuffer||(0,y.isArray)(e)?"float64":(()=>{switch(!0){case e instanceof Uint8Array:return"uint8";case e instanceof Int8Array:return"int8";case e instanceof Uint16Array:return"uint16";case e instanceof Int16Array:return"int16";case e instanceof Uint32Array:return"uint32";case e instanceof Int32Array:return"int32";case e instanceof Float32Array:return"float32";case e instanceof Float64Array:return"float64";default:(0,_.unreachable)()}})());const{shape:i}=s;switch(t){case"uint8":return new D(e,i);case"int8":return new N(e,i);case"uint16":return new f(e,i);case"int16":return new m(e,i);case"uint32":return new g(e,i);case"int32":return new I(e,i);case"float32":return new U(e,i);case"float64":return new w(e,i)}}},
+function _(e,r,t,i,s){i();const n=e(11),a=e(13),l=e(8);t.serialize=Symbol("serialize");class o extends Error{}t.SerializationError=o,o.__name__="SerializationError";class f{constructor(e){var r;this._references=new Map,this._definitions=new Map,this._refmap=new Map,this.include_defaults=null===(r=null==e?void 0:e.include_defaults)||void 0===r||r}get_ref(e){return this._references.get(e)}add_ref(e,r){(0,n.assert)(!this._references.has(e)),this._references.set(e,r)}add_def(e,r){const t=this.get_ref(e);(0,n.assert)(null!=t),this._definitions.set(e,r),this._refmap.set(t,r)}get objects(){return new Set(this._references.keys())}get references(){return new Set(this._references.values())}get definitions(){return new Set(this._definitions.values())}resolve_ref(e){return this._refmap.get(e)}remove_ref(e){return this._references.delete(e)}remove_def(e){return this._definitions.delete(e)}to_serializable(e){const r=this.get_ref(e);if(null!=r)return r;if(function(e){return(0,l.isObject)(e)&&void 0!==e[t.serialize]}(e))return e[t.serialize](this);if((0,l.isArray)(e)||(0,l.isTypedArray)(e)){const r=e.length,t=new Array(r);for(let i=0;i<r;i++){const r=e[i];t[i]=this.to_serializable(r)}return t}if((0,l.isPlainObject)(e)){const r={};for(const[t,i]of(0,a.entries)(e))r[t]=this.to_serializable(i);return r}if(null===e||(0,l.isBoolean)(e)||(0,l.isNumber)(e)||(0,l.isString)(e))return e;throw new o(`${Object.prototype.toString.call(e)} is not serializable`)}}t.Serializer=f,f.__name__="Serializer"},
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p(t)},n.toggle_attribute=function(t,e,n){null==n&&(n=!t.hasAttribute(e)),n?t.setAttribute(e,"true"):t.removeAttribute(e)},(g=n.Keys||(n.Keys={}))[g.Backspace=8]="Backspace",g[g.Tab=9]="Tab",g[g.Enter=13]="Enter",g[g.Esc=27]="Esc",g[g.PageUp=33]="PageUp",g[g.PageDown=34]="PageDown",g[g.Left=37]="Left",g[g.Up=38]="Up",g[g.Right=39]="Right",g[g.Down=40]="Down",g[g.Delete=46]="Delete",n.undisplayed=function(t,e){const{display:n}=t.style;t.style.display="none";try{return e()}finally{t.style.display=n}},n.unsized=function(t,e){return m(t,{},e)},n.sized=m;class y{constructor(t){this.root=t,this.known=new Set,this.style=(0,n.style)({type:"text/css"}),c(t,this.style)}append(t){this.known.has(t)||(this.style.appendChild(document.createTextNode(t)),this.known.add(t))}}n.StyleSheet=y,y.__name__="StyleSheet",n.stylesheet=new y(document.head),n.dom_ready=async function(){if("loading"==document.readyState)return new Promise(((t,e)=>{document.addEventListener("DOMContentLoaded",(()=>t()),{once:!0})}))}},
+function _(o,i,t,e,r){e(),t.root="bk-root",t.default=".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}"},
+function _(e,t,r,a,c){a();const n=e(1),l=e(46);c("Line",l.Line),c("LineScalar",l.LineScalar),c("LineVector",l.LineVector);const i=e(49);c("Fill",i.Fill),c("FillScalar",i.FillScalar),c("FillVector",i.FillVector);const s=e(50);c("Text",s.Text),c("TextScalar",s.TextScalar),c("TextVector",s.TextVector);const o=e(51);c("Hatch",o.Hatch),c("HatchScalar",o.HatchScalar),c("HatchVector",o.HatchVector);const u=(0,n.__importStar)(e(48)),V=e(47);c("VisualProperties",V.VisualProperties),c("VisualUniforms",V.VisualUniforms);class h{constructor(e){this._visuals=[];for(const[t,r]of e.model._mixins){const a=(()=>{switch(r){case u.Line:return new l.Line(e,t);case u.LineScalar:return new l.LineScalar(e,t);case u.LineVector:return new l.LineVector(e,t);case u.Fill:return new i.Fill(e,t);case u.FillScalar:return new i.FillScalar(e,t);case u.FillVector:return new i.FillVector(e,t);case u.Text:return new s.Text(e,t);case u.TextScalar:return new s.TextScalar(e,t);case u.TextVector:return new s.TextVector(e,t);case u.Hatch:return new o.Hatch(e,t);case u.HatchScalar:return new o.HatchScalar(e,t);case u.HatchVector:return new o.HatchVector(e,t);default:throw new Error("unknown visual")}})();a instanceof V.VisualProperties&&a.update(),this._visuals.push(a),Object.defineProperty(this,t+a.type,{get:()=>a,configurable:!1,enumerable:!0})}}*[Symbol.iterator](){yield*this._visuals}}r.Visuals=h,h.__name__="Visuals"},
+function _(e,t,i,l,s){l();const a=e(1),n=e(47),h=(0,a.__importStar)(e(48)),o=e(22),_=e(8);function r(e){if((0,_.isArray)(e))return e;switch(e){case"solid":return[];case"dashed":return[6];case"dotted":return[2,4];case"dotdash":return[2,4,6,4];case"dashdot":return[6,4,2,4];default:return e.split(" ").map(Number).filter(_.isInteger)}}i.resolve_line_dash=r;class u extends n.VisualProperties{get doit(){const e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.get_value(),alpha:this.line_alpha.get_value(),width:this.line_width.get_value(),join:this.line_join.get_value(),cap:this.line_cap.get_value(),dash:this.line_dash.get_value(),offset:this.line_dash_offset.get_value()}}set_value(e){const t=this.line_color.get_value(),i=this.line_alpha.get_value();e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.get_value(),e.lineJoin=this.line_join.get_value(),e.lineCap=this.line_cap.get_value(),e.lineDash=r(this.line_dash.get_value()),e.lineDashOffset=this.line_dash_offset.get_value()}}i.Line=u,u.__name__="Line";class c extends n.VisualUniforms{get doit(){const e=this.line_color.value,t=this.line_alpha.value,i=this.line_width.value;return!(0==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.value,alpha:this.line_alpha.value,width:this.line_width.value,join:this.line_join.value,cap:this.line_cap.value,dash:this.line_dash.value,offset:this.line_dash_offset.value}}set_value(e){const t=this.line_color.value,i=this.line_alpha.value;e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.value,e.lineJoin=this.line_join.value,e.lineCap=this.line_cap.value,e.lineDash=r(this.line_dash.value),e.lineDashOffset=this.line_dash_offset.value}}i.LineScalar=c,c.__name__="LineScalar";class d extends n.VisualUniforms{get doit(){const{line_color:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{line_alpha:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{line_width:i}=this;return!i.is_Scalar()||0!=i.value}apply(e,t){const{doit:i}=this;return i&&(this.set_vectorize(e,t),e.stroke()),i}values(e){return{color:this.line_color.get(e),alpha:this.line_alpha.get(e),width:this.line_width.get(e),join:this.line_join.get(e),cap:this.line_cap.get(e),dash:this.line_dash.get(e),offset:this.line_dash_offset.get(e)}}set_vectorize(e,t){const i=this.line_color.get(t),l=this.line_alpha.get(t),s=this.line_width.get(t),a=this.line_join.get(t),n=this.line_cap.get(t),h=this.line_dash.get(t),_=this.line_dash_offset.get(t);e.strokeStyle=(0,o.color2css)(i,l),e.lineWidth=s,e.lineJoin=a,e.lineCap=n,e.lineDash=r(h),e.lineDashOffset=_}}i.LineVector=d,d.__name__="LineVector",u.prototype.type="line",u.prototype.attrs=Object.keys(h.Line),c.prototype.type="line",c.prototype.attrs=Object.keys(h.LineScalar),d.prototype.type="line",d.prototype.attrs=Object.keys(h.LineVector)},
+function _(t,s,o,i,r){i();class e{constructor(t,s=""){this.obj=t,this.prefix=s;const o=this;this._props=[];for(const i of this.attrs){const r=t.model.properties[s+i];r.change.connect((()=>this.update())),o[i]=r,this._props.push(r)}}*[Symbol.iterator](){yield*this._props}update(){}}o.VisualProperties=e,e.__name__="VisualProperties";class p{constructor(t,s=""){this.obj=t,this.prefix=s;for(const o of this.attrs)Object.defineProperty(this,o,{get:()=>t[s+o]})}*[Symbol.iterator](){for(const t of this.attrs)yield this.obj.model.properties[this.prefix+t]}update(){}}o.VisualUniforms=p,p.__name__="VisualUniforms"},
+function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),"black"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,"bevel"],line_cap:[n.LineCap,"butt"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),"gray"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),"black"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),"#444444"],text_alpha:[i.Alpha,1],text_font:[o.Font,"helvetica"],text_font_size:[i.FontSize,"16px"],text_font_style:[n.FontStyle,"normal"],text_align:[n.TextAlign,"left"],text_baseline:[n.TextBaseline,"bottom"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,"black"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,"bevel"],line_cap:[o.LineCapScalar,"butt"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,"gray"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,"black"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,"#444444"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,"helvetica"],text_font_size:[o.FontSizeScalar,"16px"],text_font_style:[o.FontStyleScalar,"normal"],text_align:[o.TextAlignScalar,"left"],text_baseline:[o.TextBaselineScalar,"bottom"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,"black"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,"bevel"],line_cap:[o.LineCapSpec,"butt"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,"gray"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,"black"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,"#444444"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,"helvetica"],text_font_size:[o.FontSizeSpec,"16px"],text_font_style:[o.FontStyleSpec,"normal"],text_align:[o.TextAlignSpec,"left"],text_baseline:[o.TextBaselineSpec,"bottom"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},
+function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__="Fill";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__="FillScalar";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__="FillVector",c.prototype.type="fill",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type="fill",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type="fill",u.prototype.attrs=Object.keys(r.FillVector)},
+function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__="Text";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__="TextScalar";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__="TextVector",h.prototype.type="text",h.prototype.attrs=Object.keys(o.Text),x.prototype.type="text",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type="text",u.prototype.attrs=Object.keys(o.TextVector)},
+function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||" "==a||"blank"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:"transparent"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.Hatch=l,l.__name__="Hatch";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||" "==a||"blank"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:"transparent"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchScalar=o,o.__name__="HatchScalar";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(" "==t||"blank"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:"transparent"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return"repeat";switch(a.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchVector=u,u.__name__="HatchVector",l.prototype.type="hatch",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type="hatch",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type="hatch",u.prototype.attrs=Object.keys(_.HatchVector)},
+function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={" ":"blank",".":"dot",o:"ring","-":"horizontal_line","|":"vertical_line","+":"cross",'"':"horizontal_dash",":":"vertical_dash","@":"spiral","/":"right_diagonal_line","\\":"left_diagonal_line",x:"diagonal_cross",",":"right_diagonal_dash","`":"left_diagonal_dash",v:"horizontal_wave",">":"vertical_wave","*":"criss_cross"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap="square",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case"blank":break;case"dot":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case"ring":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case"horizontal_line":l(e,T,v);break;case"vertical_line":n(e,T,v);break;case"cross":l(e,T,v),n(e,T,v);break;case"horizontal_dash":l(e,v,v);break;case"vertical_dash":n(e,v,v);break;case"spiral":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case"right_diagonal_line":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case"left_diagonal_line":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case"diagonal_cross":t(e,T);break;case"right_diagonal_dash":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case"left_diagonal_dash":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case"horizontal_wave":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case"vertical_wave":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case"criss_cross":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},
+function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.logger.warn("WARNING: Document not defined for updating event callbacks")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(":");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of(0,l.entries)(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){(0,l.isEmpty)(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error("invalid selector")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error("found more than one object matching given selector")}}}s.Model=h,a=h,h.__name__="Model",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},
+function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__="CoordinateTransform";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([["default",this.x_source]])}get y_ranges(){return new Map([["default",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint="log");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__="CoordinateMapping",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__="CompositeScale",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},
+function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__="Scale",_.internal((({Ref:e})=>({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},
+function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__="Transform"},
+function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__="Range",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},
+function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if("auto"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__="Range1d",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},
+function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__="LinearScale"},
+function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__="ContinuousScale"},
+function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__="LogScale"},
+function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__="CategoricalScale"},
+function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?"auto":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),"log"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;"percent"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:"percent"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&("start"==this.follow?a=e+s*l:"end"==this.follow&&(e=a-s*l)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.entries(),i);let[o,r]=this._compute_range(l,_);null!=this._initial_start&&("log"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&("log"==this.scale_hint?this._initial_end>0&&(r=this._initial_end):r=this._initial_end);let h=!1;"auto"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=g,l=g,g.__name__="DataRange1d",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,"percent"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t("log","auto"),"auto"]})))},
+function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__="DataRange",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},
+function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if("x0"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if("x"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if("width"in t)if("left"in t)i=t.left,e=i+t.width;else if("right"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if("height"in t)if("top"in t)h=t.top,r=h+t.height;else if("bottom"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__="BBox"},
+function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r="auto"==n?e:n;return t.length>0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},
+function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if("percent"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),"auto"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__="FactorRange",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,"percent"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},
+function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;"data"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),"data"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__="ArrowView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__="Arrow",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({x_start:[u.XCoordinateSpec,{field:"x_start"}],y_start:[u.YCoordinateSpec,{field:"y_start"}],start_units:[d.SpatialUnits,"data"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:"x_end"}],y_end:[u.YCoordinateSpec,{field:"y_end"}],end_units:[d.SpatialUnits,"data"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},
+function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__="DataAnnotationView";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__="DataAnnotation",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},
+function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,"select"),this.inspect=new l.Signal(this,"inspect"),this.streaming=new l.Signal0(this,"streaming"),this.patching=new l.Signal(this,"patching")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n="data source has columns of inconsistent lengths";if(t)return c.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=w,i=w,w.__name__="ColumnarDataSource",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},
+function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__="DataSource",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},
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+function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__="ArrowHeadView";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__="ArrowHead",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__="OpenHeadView";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__="OpenHead",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__="NormalHeadView";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__="NormalHead",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:"black"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__="VeeHeadView";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__="VeeHead",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:"black"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__="TeeHeadView";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__="TeeHead",c.prototype.default_view=g,c.mixins(h.LineVector)},
+function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},
+function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__="BandView";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__="Band",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o="height"==t?s:i,r="height"==t?i:s,n="height"==t?e.bbox.yview:e.bbox.xview,p="height"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a="data"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_="data"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h="data"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]="height"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__="UpperLowerView";class d extends _.CoordinateSpec{get dimension(){return"width"==this.obj.dimension?"x":"y"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:"data"}}i.XOrYCoordinateSpec=d,d.__name__="XOrYCoordinateSpec";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__="UpperLower",n.define((()=>({dimension:[a.Dimension,"height"],lower:[d,{field:"lower"}],upper:[d,{field:"upper"}],base:[d,{field:"base"}]})))},
+function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:"data"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__="BoxAnnotationView";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__="BoxAnnotation",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,"data"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,"data"],left:[o(t),null],left_units:[c.SpatialUnits,"data"],right:[o(t),null],right_units:[c.SpatialUnits,"data"],render_mode:[c.RenderMode,"canvas"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker="auto"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter="auto"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,"major_label_",k.Text,!0),n=k.attrs_of(this.model,"major_tick_",k.Line,!0),a=k.attrs_of(this.model,"minor_tick_",k.Line,!0),r=k.attrs_of(this.model,"title_",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return"vertical"==t?(0,z.reversed)(e):e})(),[i,o]="vertical"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement("canvas");n.width=i,n.height=o;const a=n.getContext("2d"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return["end","start"];switch(t){case"top_left":return["start","start"];case"top":case"top_center":return["start","center"];case"top_right":return["start","end"];case"bottom_left":return["end","start"];case"bottom":case"bottom_center":return["end","center"];case"bottom_right":return["end","end"];case"left":case"center_left":return["center","start"];case"center":case"center_center":return["center","center"];case"right":case"center_right":return["center","end"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return"auto"==t?null!=this.panel?this.panel.is_horizontal?"horizontal":"vertical":"start"==r||"end"==r||"center"==r&&"center"==a?"vertical":"horizontal":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>"horizontal"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if("horizontal"==s){const{top:e,width:i,height:o}=t;if("end"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if("center"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if("end"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if("center"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x="max",y=void 0,k=void 0,z=void 0):"auto"==("horizontal"==s?e:i)?(x="fixed",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x="fit",y=void 0),"horizontal"==s){const t="auto"==e?void 0:e,o="auto"==i?25:i;w.set_sizing({width_policy:x,height_policy:"min",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"auto"==e?"fit":"fixed",height_policy:"fixed",width:t,height:o})}else{const t="auto"==e?25:e,o="auto"==i?void 0:i;w.set_sizing({width_policy:"min",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"fixed",height_policy:"auto"==i?"fit":"fixed",width:t,height:o})}c.set_sizing({width_policy:"fit",height_policy:"min"}),h.set_sizing({width_policy:"fit",height_policy:"min"}),u.set_sizing({width_policy:"min",height_policy:"fit"}),p.set_sizing({width_policy:"min",height_policy:"fit"});const{_title_view:S}=this;null!=S&&("horizontal"==s?(S.panel=new B.Panel("above"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel("left"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:"horizontal"==s?"below":"right",R=(()=>{switch(O){case"above":return c;case"below":return h;case"left":return u;case"right":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,"horizontal"==s?t.set_sizing({width_policy:"max",height_policy:"min"}):t.set_sizing({width_policy:"min",height_policy:"max"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,["children"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__="ColorBarView";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__="ColorBar",r.prototype.default_view=O,r.mixins([["major_label_",k.Text],["title_",k.Text],["major_tick_",k.Line],["minor_tick_",k.Line],["border_",k.Line],["bar_",k.Line],["background_",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),"top_right"],orientation:[a(y.Orientation,s),"auto"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),"auto"],height:[a(e,s),"auto"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),"auto"],formatter:[a(r(p.TickFormatter),s),"auto"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:"#ffffff",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:"11px",major_tick_line_color:"#ffffff",minor_tick_line_color:null,title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case"above":case"below":switch(this.model.vertical_align){case"top":s=l.top+e;break;case"middle":s=l.vcenter;break;case"bottom":s=l.bottom-e}switch(this.model.align){case"left":i=l.left+t;break;case"center":i=l.hcenter;break;case"right":i=l.right-t}break;case"left":switch(this.model.vertical_align){case"top":i=l.left+e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.right-e}switch(this.model.align){case"left":s=l.bottom-t;break;case"center":s=l.vcenter;break;case"right":s=l.top+t}break;case"right":switch(this.model.vertical_align){case"top":i=l.right-e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.left+e}switch(this.model.align){case"left":s=l.top+t;break;case"center":s=l.vcenter;break;case"right":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic("parallel");("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__="TitleView";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__="Title",a.prototype.default_view=_,a.mixins([h.Text,["border_",h.Line],["background_",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,""],vertical_align:[r.VerticalAlign,"bottom"],align:[r.TextAlign,"left"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:"13px",text_font_style:"bold",text_line_height:1,background_fill_color:null,border_line_color:null})},
+function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),"css"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),"css"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||"css"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position="absolute",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight="normal",n.style.whiteSpace="pre";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?"solid":"dashed",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__="TextAnnotationView";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__="TextAnnotation",n.define((()=>({render_mode:[r.RenderMode,"canvas"]})))},
+function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement("canvas").getContext("2d");let e="";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align="left",this._base_font_size=13,this._x_anchor="left",this._y_anchor="center"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return"ascent_descent"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__="GraphicsBox";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case"top":return"top";case"middle":return"center";case"bottom":return"bottom";default:return"baseline"}})()}infer_text_height(){if(this.text.includes("\n"))return"ascent_descent";{function t(t){for(const e of new Set(t))if(!("0"<=e&&e<="9"))switch(e){case",":case".":case"+":case"-":case"\u2212":case"e":continue;default:return!1}return!0}return t(this.text)?"cap":"ascent_descent"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case"x":case"x_descent":return t.x_height;case"cap":case"cap_descent":return t.cap_height;case"ascent":case"ascent_descent":return t.ascent}})(),n=(()=>{switch(s){case"x":case"cap":case"ascent":return 0;case"x_descent":case"cap_descent":case"ascent_descent":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split("\n").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=""==this.text,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u="%"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p="%"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case"left":return 0;case"center":return.5*i;case"right":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case"top":return 0;case"center":return.5*n;case"bottom":return n;case"baseline":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case"x":case"x_descent":return e.x_height;case"cap":case"cap_descent":return e.cap_height;case"ascent":case"ascent_descent":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split("\n").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p="%"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f="%"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if("justify"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(" "),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{switch(y){case"left":return 0;case"center":return.5*(g-l[e]);case"right":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__="TextBox";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:"left",sy:n,y_anchor:"bottom"},this.expo.position={sx:e.width,x_anchor:"left",sy:i,y_anchor:"bottom"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}}s.BaseExpo=u,u.__name__="BaseExpo";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__="GraphicsBoxes"},
+function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return"undefined"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext("2d")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement("canvas");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext("2d");return e=>{t.font=e;const n=t.measureText("M"),r=t.measureText("x"),l=t.measureText("\xc5\u015ag|"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext("2d");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText("M"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle="#f00",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle="#000";for(const t of"xa")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of"ASQ")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of"\xc5\u015agy")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText("M"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle="#f00",e.fillRect(0,0,u,i);e.font=a,e.fillStyle="#000",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{try{return o("normal 10px sans-serif"),o}catch(t){return u}})(),h=(()=>{try{return s("A","normal 10px sans-serif"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\s*(\d+(\.\d+)?)(\w+)\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},
+function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__="AffineTransform"},
+function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:"bottom",normal:"center",horizontal:"bottom",vertical:"center"},below:{parallel:"top",normal:"center",horizontal:"top",vertical:"center"},left:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"},right:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"}},g={above:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},below:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},left:{parallel:"center",normal:"right",horizontal:"right",vertical:"center"},right:{parallel:"center",normal:"left",horizontal:"left",vertical:"center"}},_={above:"right",below:"left",left:"right",right:"left"},b={above:"left",below:"right",left:"right",right:"left"};class z{constructor(t){this.side=t}get dimension(){return"above"==this.side||"below"==this.side?0:1}get normals(){switch(this.side){case"above":return[0,-1];case"below":return[0,1];case"left":return[-1,0];case"right":return[1,0]}}get orientation(){return this.is_horizontal?"horizontal":"vertical"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:"center",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__="Panel";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:"max",height_policy:"fixed"}):this.set_sizing({width_policy:"fixed",height_policy:"max"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__="SideLayout"},
+function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__="Sizeable",i.SizingPolicy=(0,n.Enum)("fixed","fit","min","max")},
+function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:"fit",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:"fit",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:"start",b=null!==(s=i.valign)&&void 0!==s?s:"start";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return"max"==this.sizing.width_policy}is_height_expanding(){return"max"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if("fixed"!=n&&"fixed"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else"fixed"==n?h=_(t/e):"fixed"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>"fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>"fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__="Layoutable";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case"fixed":return null!=h?h:0;case"min":return null!=h?l(i.width,h):0;case"fit":return null!=h?l(i.width,h):i.width;case"max":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case"fixed":return null!=t?t:0;case"min":return null!=t?l(i.height,t):0;case"fit":return null!=t?l(i.height,t):i.height;case"max":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__="LayoutItem";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case"fixed":return null!=this.sizing.width?this.sizing.width:t.width;case"min":return t.width;case"fit":return h.width;case"max":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case"fixed":return null!=this.sizing.height?this.sizing.height:t.height;case"min":return t.height;case"fit":return h.height;case"max":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__="ContentLayoutable"},
+function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint="log");const s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get("default")}get y_scale(){return this._y_scales.get("default")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__="CartesianFrame"},
+function _(i,s,x,A,o){A(),o("Axis",i(128).Axis),o("CategoricalAxis",i(140).CategoricalAxis),o("ContinuousAxis",i(143).ContinuousAxis),o("DatetimeAxis",i(144).DatetimeAxis),o("LinearAxis",i(145).LinearAxis),o("LogAxis",i(162).LogAxis),o("MercatorAxis",i(165).MercatorAxis)},
+function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic("parallel"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case"above":return[t.hcenter,t.bottom];case"below":return[t.hcenter,t.top];case"left":return[t.right,t.vcenter];case"right":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics("parallel"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic("parallel"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case"below":i=z(this.layout.bbox.top-t.bbox.bottom);break;case"above":i=z(this.layout.bbox.bottom-t.bbox.top);break;case"right":e=z(this.layout.bbox.left-t.bbox.right);break;case"left":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if("auto"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}const[,e]=this.ranges;switch(this.panel.side){case"left":case"below":return e.start;case"right":case"above":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__="AxisView";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__="Axis",l.prototype.default_view=M,l.mixins([["axis_",c.Line],["major_tick_",c.Line],["minor_tick_",c.Line],["major_label_",c.Text],["axis_label_",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),"auto"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),"horizontal"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.override({axis_line_color:"black",major_tick_line_color:"black",minor_tick_line_color:"black",major_label_text_font_size:"11px",major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label_text_font_size:"13px",axis_label_text_font_style:"italic"})},
+function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__="GuideRendererView";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__="GuideRenderer",s.override({level:"guide"})},
+function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__="Ticker"},
+function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__="TickFormatter"},
+function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__="LabelingPolicy";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__="AllLabels";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__="NoOverlap",c.define((({Number:e})=>({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction("indices","bboxes","distance",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__="CustomLabelingPolicy",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,""]})))},
+function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__="BaseTextView";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__="BaseText",_.define((({String:e})=>({text:[e]})))},
+function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:"$$",end:"$$",inline:!1},{start:"\\[",end:"\\]",inline:!1},{start:"\\(",end:"\\)",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},
+function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align="left",this._x_anchor="left",this._y_anchor="center",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return"ascent_descent"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),"not_started"==this.provider.status&&await this.provider.fetch(),"not_started"!=this.provider.status&&"loading"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),"loaded"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute("height"))||void 0===t?void 0:t.replace(/([A-z])/g,""))&&void 0!==e?e:"0"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute("width"))||void 0===s?void 0:s.replace(/([A-z])/g,""))&&void 0!==i?i:"0");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute("font",this.font),e.setAttribute("stroke",this.color);const s=e.outerHTML,i=new Blob([s],{type:"image/svg+xml"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||"failed"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__="MathTextView";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__="MathText";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__="AsciiView";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__="Ascii",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__="MathMLView";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__="MathML",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__="TeXView";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__="TeX",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},
+function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin="anonymous";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error("not loaded yet")}}t.ImageLoader=n,n.__name__="ImageLoader"},
+function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)"default"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,"ready"),this.status="not_started"}}a.MathJaxProvider=c,c.__name__="MathJaxProvider";class h extends c{get MathJax(){return null}async fetch(){this.status="failed"}}a.NoProvider=h,h.__name__="NoProvider";class l extends c{get MathJax(){return"undefined"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement("script");t.src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js",t.onload=()=>{this.status="loaded",this.ready.emit()},t.onerror=()=>{this.status="failed"},this.status="loading",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__="CDNProvider";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status="loading";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status="loaded",this.ready.emit()}catch(t){this.status="failed"}}}a.BundleProvider=_,_.__name__="BundleProvider",a.default_provider=new _},
+function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&"code"in r&&"MODULE_NOT_FOUND"===n.code)return null;throw n}var r}},
+function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__="PlainTextView";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__="PlainText",a.prototype.default_view=l},
+function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__="CategoricalAxisView";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__="CategoricalAxis",a.prototype.default_view=u,a.mixins([["separator_",p.Line],["group_",p.Text],["subgroup_",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),"parallel"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),"parallel"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.CategoricalTickFormatter,separator_line_color:"lightgrey",separator_line_width:2,group_text_font_style:"bold",group_text_font_size:"11px",group_text_color:"grey",subgroup_text_font_style:"bold",subgroup_text_font_size:"11px"})},
+function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__="CategoricalTicker"},
+function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__="CategoricalTickFormatter"},
+function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__="ContinuousAxisView";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__="ContinuousAxis"},
+function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__="DatetimeAxisView";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__="DatetimeAxis",s.prototype.default_view=c,s.override({ticker:()=>new _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},
+function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__="LinearAxisView";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__="LinearAxis",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},
+function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t="";for(const e of i)t+="-"==e?"\u2212":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n="auto"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__="BasicTickFormatter",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),"auto"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},
+function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__="BasicTicker"},
+function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__="AdaptiveTicker",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},
+function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__="ContinuousTicker",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},
+function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,"%Y %m %d %H %M %S").split(/\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)("$1%06d",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf("%")?t:(0,o.default)(s,t)}}const f=["microseconds","milliseconds","seconds","minsec","minutes","hourmin","hours","days","months","years"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return"microseconds";case!(e<1):return"milliseconds";case!(e<60):return t>=60?"minsec":"seconds";case!(e<3600):return t>=3600?"hourmin":"minutes";case!(e<86400):return"hours";case!(e<2678400):return"days";case!(e<31536e3):return"months";default:return"years"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push("ERR");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if(("minsec"==i||"hourmin"==i)&&!n){if("minsec"==i&&0==e[4]&&0!=e[5]||"hourmin"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,"");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return o}}e.DatetimeTickFormatter=_,r=_,_.__name__="DatetimeTickFormatter",r.define((({String:s,Array:t})=>({microseconds:[t(s),["%fus"]],milliseconds:[t(s),["%3Nms","%S.%3Ns"]],seconds:[t(s),["%Ss"]],minsec:[t(s),[":%M:%S"]],minutes:[t(s),[":%M","%Mm"]],hourmin:[t(s),["%H:%M"]],hours:[t(s),["%Hh","%H:%M"]],days:[t(s),["%m/%d","%a%d"]],months:[t(s),["%m/%Y","%b %Y"]],years:[t(s),["%Y"]]})))},
+function _(e,t,n,r,o){!function(e){"object"==typeof t&&t.exports?t.exports=e():"function"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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+function _(e,n,t,r,i){
+/*!
+     * numbro.js
+     * version : 1.6.2
+     * author : Företagsplatsen AB
+     * license : MIT
+     * http://www.foretagsplatsen.se
+     */
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Use `cultures` instead"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c="string"==typeof e?e:null},a.defaultFormat=function(e){s="string"==typeof e?e:"0.0"},a.defaultCurrencyFormat=function(e){"string"==typeof e?e:"0$"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if("string"!=typeof e&&(e+="",console.warn&&console.warn("Numbro.js: Value is not string. It has been co-erced to: ",e)),(e=e.trim()).match(/^\d+$/))return!0;if(""===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r="."===c.delimiters.thousands?"\\.":c.delimiters.thousands,(null===(s=e.match(/^[^\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+"{2}"),!e.match(/[^\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/):!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},
+function _(e,n,t,r,i){!function(){"use strict";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\x25]+/,modulo:/^\x25{2}/,placeholder:/^\x25(?:([1-9]\d*)\$|\(([^)]+)\))?(\+)?(0|'[^$])?(-)?(\d+)?(?:\.(\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\d]*)/i,key_access:/^\.([a-z_][a-z_\d]*)/i,index_access:/^\[(\d+)\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y="";for(s=0;s<g;s++)if("string"==typeof t[s])y+=t[s];else if("object"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property "%s" of undefined value "%s"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&"number"!=typeof i&&isNaN(i))throw new TypeError(n("[sprintf] expecting number but found %T",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case"b":i=parseInt(i,10).toString(2);break;case"c":i=String.fromCharCode(parseInt(i,10));break;case"d":case"i":i=parseInt(i,10);break;case"j":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case"e":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case"f":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case"g":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case"o":i=(parseInt(i,10)>>>0).toString(8);break;case"s":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case"t":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case"T":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case"u":i=parseInt(i,10)>>>0;break;case"v":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case"x":i=(parseInt(i,10)>>>0).toString(16);break;case"X":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f="":(f=u?"+":"-",i=i.toString().replace(e.sign,"")),c=o.pad_char?"0"===o.pad_char?"0":o.pad_char.charAt(1):" ",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):"",y+=o.align?f+i+p:"0"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push("%");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError("[sprintf] unexpected placeholder");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");for(o.push(c[1]);""!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error("[sprintf] mixing positional and named placeholders is not (yet) supported");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),"undefined"!=typeof window&&(window.sprintf=n,window.vsprintf=r,"function"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},
+function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__="DatetimeTicker",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},
+function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__="CompositeTicker",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},
+function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__="DaysTicker",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},
+function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__="SingleIntervalTicker",a.define((({Number:e})=>({interval:[e]})))},
+function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},
+function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__="MonthsTicker",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},
+function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__="YearsTicker"},
+function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__="LogAxisView";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__="LogAxis",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},
+function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:""});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__="LogTickFormatter",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},
+function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),n>0&&h.length>0){const t=e/n,o=(0,a.range)(0,n).map((o=>o*t));for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.range)(1,n+1).map((o=>o*t));for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:r.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,r=c,c.__name__="LogTicker",r.override({mantissas:[1,5]})},
+function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__="MercatorAxisView";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__="MercatorAxis",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:"lat"}),formatter:()=>new n.MercatorTickFormatter({dimension:"lat"})})},
+function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error("MercatorTickFormatter.dimension not configured");if(0==r.length)return[];const e=r.length,o=new Array(e);if("lon"==this.dimension)for(let n=0;n<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__="MercatorTickFormatter",i.define((({Nullable:r})=>({dimension:[r(s.LatLon),null]})))},
+function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),"lon"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__="MercatorTicker",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},
+function _(e,i,r,c,k){c(),k("AdaptiveTicker",e(148).AdaptiveTicker),k("BasicTicker",e(147).BasicTicker),k("CategoricalTicker",e(141).CategoricalTicker),k("CompositeTicker",e(156).CompositeTicker),k("ContinuousTicker",e(149).ContinuousTicker),k("DatetimeTicker",e(155).DatetimeTicker),k("DaysTicker",e(157).DaysTicker),k("FixedTicker",e(169).FixedTicker),k("LogTicker",e(164).LogTicker),k("MercatorTicker",e(167).MercatorTicker),k("MonthsTicker",e(160).MonthsTicker),k("SingleIntervalTicker",e(158).SingleIntervalTicker),k("Ticker",e(130).Ticker),k("YearsTicker",e(161).YearsTicker),k("BinnedTicker",e(170).BinnedTicker)},
+function _(r,t,e,i,n){var s;i();const _=r(149);class c extends _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__="FixedTicker",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},
+function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h="auto"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__="BinnedTicker",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},
+function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__="ScanningColorMapper"},
+function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__="ContinuousColorMapper",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},
+function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,"metrics_change")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__="ColorMapper",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,"gray"]})))},
+function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error("mapping single values is not supported")}}n.Mapper=t,t.__name__="Mapper"},
+function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:"grey"},line:{line_alpha:.3,line_color:"grey"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i="fill"in this.glyph.visuals,s="line"in this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h("auto"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,"auto");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__="GlyphRendererView";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__="GlyphRenderer",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),"auto"],selection_glyph:[i(s(r.Glyph),t,l),"auto"],muted_glyph:[i(s(r.Glyph),t,l),"auto"],muted:[e,!1]})))},
+function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__="DataRendererView";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__="DataRenderer",s.override({level:"glyph"})},
+function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;"v"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__="LineView";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__="Line",_.prototype.default_view=d,_.mixins(a.LineScalar)},
+function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__="XYGlyphView";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__="XYGlyph",a.define((({})=>({x:[c.XCoordinateSpec,{field:"x"}],y:[c.YCoordinateSpec,{field:"y"}]})))},
+function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case"center":case"center_center":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i="edge",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if("center"==i)for(let e=0;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case"point":if(null!=this._hit_point)return this._hit_point(e);break;case"span":if(null!=this._hit_span)return this._hit_span(e);break;case"rect":if(null!=this._hit_rect)return this._hit_rect(e);break;case"poly":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _="x"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n="x"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__="GlyphView";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__="Glyph"},
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+function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error("Data not yet indexed - call index.finish().");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__="_FlatBush";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__="SpatialIndex"},
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+function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;"point"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):"v"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},
+function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},
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+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__="HAreaView";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__="HArea",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:"x1"}],x2:[o.XCoordinateSpec,{field:"x2"}],y:[o.YCoordinateSpec,{field:"y"}]})))},
+function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__="AreaView";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__="Area",c.mixins([t.FillScalar,t.HatchScalar])},
+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__="VAreaView";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__="VArea",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:"x"}],y1:[o.YCoordinateSpec,{field:"y1"}],y2:[o.YCoordinateSpec,{field:"y2"}]})))},
+function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__="CDSView",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},
+function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__="Filter"},
+function _(t,r,a,e,c){e(),c("BasicTickFormatter",t(146).BasicTickFormatter),c("CategoricalTickFormatter",t(142).CategoricalTickFormatter),c("DatetimeTickFormatter",t(150).DatetimeTickFormatter),c("FuncTickFormatter",t(193).FuncTickFormatter),c("LogTickFormatter",t(163).LogTickFormatter),c("MercatorTickFormatter",t(166).MercatorTickFormatter),c("NumeralTickFormatter",t(194).NumeralTickFormatter),c("PrintfTickFormatter",t(195).PrintfTickFormatter),c("TickFormatter",t(131).TickFormatter)},
+function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function("tick","index","ticks",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__="FuncTickFormatter",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,""]})))},
+function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case"round":case"nearest":return Math.round;case"floor":case"rounddown":return Math.floor;case"ceil":case"roundup":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__="NumeralTickFormatter",a.define((({String:r})=>({format:[r,"0,0"],language:[r,"en"],rounding:[i.RoundingFunction,"round"]})))},
+function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__="PrintfTickFormatter",e.define((({String:t})=>({format:[t,"%s"]})))},
+function _(r,o,a,p,e){p(),e("CategoricalColorMapper",r(197).CategoricalColorMapper),e("CategoricalMarkerMapper",r(199).CategoricalMarkerMapper),e("CategoricalPatternMapper",r(200).CategoricalPatternMapper),e("ContinuousColorMapper",r(172).ContinuousColorMapper),e("ColorMapper",r(173).ColorMapper),e("LinearColorMapper",r(201).LinearColorMapper),e("LogColorMapper",r(202).LogColorMapper),e("ScanningColorMapper",r(171).ScanningColorMapper),e("EqHistColorMapper",r(203).EqHistColorMapper)},
+function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__="CategoricalColorMapper",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},
+function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},
+function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__="CategoricalMarkerMapper",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,"circle"]})))},
+function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__="CategoricalPatternMapper",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType," "]})))},
+function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__="LinearColorMapper"},
+function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__="LogColorMapper"},
+function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__="EqHistColorMapper",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},
+function _(a,e,l,c,n){c(),n("CategoricalScale",a(62).CategoricalScale),n("ContinuousScale",a(60).ContinuousScale),n("LinearScale",a(59).LinearScale),n("LinearInterpolationScale",a(205).LinearInterpolationScale),n("LogScale",a(61).LogScale),n("Scale",a(55).Scale)},
+function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error("not implemented")}get s_invert(){throw new Error("not implemented")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__="LinearInterpolationScale",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},
+function _(a,n,e,g,R){g(),R("DataRange",a(64).DataRange),R("DataRange1d",a(63).DataRange1d),R("FactorRange",a(67).FactorRange),R("Range",a(57).Range),R("Range1d",a(58).Range1d)},
+function _(a,o,i,t,e){t();var n=a(124);e("Sizeable",n.Sizeable),e("SizingPolicy",n.SizingPolicy);var c=a(125);e("Layoutable",c.Layoutable),e("LayoutItem",c.LayoutItem);var r=a(208);e("HStack",r.HStack),e("VStack",r.VStack);var l=a(209);e("Grid",l.Grid),e("Row",l.Row),e("Column",l.Column);var S=a(210);e("ContentBox",S.ContentBox),e("VariadicBox",S.VariadicBox)},
+function _(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__="Stack";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__="HStack";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__="VStack";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return"fixed"==e&&null!=h?h:n;switch(e){case"fixed":return null!=h?h:n;case"min":return n;case"fit":return null!=h?i(t.width,h):t.width;case"max":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return"fixed"==h&&null!=e?e:o;switch(h){case"fixed":return null!=e?e:o;case"min":return o;case"fit":return null!=e?i(t.height,e):t.height;case"max":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case"start_start":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case"start_center":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case"start_end":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case"center_start":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case"center_center":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case"center_end":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case"end_start":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case"end_center":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case"end_end":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__="NodeLayout"},
+function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__="DefaultMap";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__="Container";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows="auto",this.cols="auto",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if("fixed"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if("fixed"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s<n;s++){const e=(()=>{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows["*"]:this.rows;return null==i?{policy:"auto"}:(0,r.isNumber)(i)?{policy:"fixed",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:"auto";if("fixed"==e.policy)h[s]={policy:"fixed",height:e.height,align:n};else if("min"==e.policy)h[s]={policy:"min",align:n};else if("fit"==e.policy||"max"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if("auto"!=e.policy)throw new Error("unrechable");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:"max",flex:1,align:n}:h[s]={policy:"min",align:n}}}const a=new Array(l);for(let t=0;t<l;t++){const i=(()=>{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols["*"]:this.cols;return null==s?{policy:"auto"}:(0,r.isNumber)(s)?{policy:"fixed",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:"auto";if("fixed"==i.policy)a[t]={policy:"fixed",width:i.width,align:n};else if("min"==i.policy)a[t]={policy:"min",align:n};else if("fit"==i.policy||"max"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if("auto"!=i.policy)throw new Error("unrechable");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:"max",flex:1,align:n}:a[t]={policy:"min",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t<s;t++){const i=o[t];c[t]="fixed"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]="fixed"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];"fixed"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];"fixed"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:"fixed"==n.policy?n.width:1/0,height:"fixed"==s.policy?s.height:1/0}}));let h;h="fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t<i;t++){const i=e[t];"fit"==i.policy||"max"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if("fit"==i.policy||"max"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){"fixed"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if("fixed"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?i:e,t--}}}c="fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t<s;t++){const i=o[t];"fit"==i.policy||"max"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if("fit"==i.policy||"max"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){"fixed"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if("fixed"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&"auto"!=_[i].align?_[i].align:a.halign,y=t==s&&"auto"!=f[t].align?f[t].align:a.valign;let x=_[i].left;"start"==m?x+=a.margin.left:"center"==m?x+=g((u-p)/2):"end"==m&&(x+=u-a.margin.right-p);let b=f[t].top;"start"==y?b+=a.margin.top:"center"==y?b+=g((w-d)/2):"end"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__="Grid";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows="fit"}}s.Row=d,d.__name__="Row";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols="fit"}}s.Column=u,u.__name__="Column"},
+function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__="ContentBox";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__="VariadicBox";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__="CachedVariadicBox"},
+function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:"fixed"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:"fixed"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return"fixed"!=t&&"fixed"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__="BorderLayout"},
+function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o="data"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a="data"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__="LabelView";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__="Label",o.prototype.default_view=c,o.mixins([u.Text,["border_",u.Line],["background_",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,"data"],y:[t],y_units:[d.SpatialUnits,"data"],text:[e,""],angle:[i,0],angle_units:[d.AngleUnits,"rad"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),"css"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:"none"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){"css"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx="data"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy="data"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t="canvas"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position="absolute",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight="normal",a.style.whiteSpace="pre";const[r,n]=(()=>{switch(this.visuals.text.text_align.get(e)){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?"solid":"dashed",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__="LabelSetView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__="LabelSet",a.prototype.default_view=v,a.mixins([n.TextVector,["border_",n.LineVector],["background_",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:"x"}],y:[h.YCoordinateSpec,{field:"y"}],x_units:[d.SpatialUnits,"data"],y_units:[d.SpatialUnits,"data"],text:[h.StringSpec,{field:"text"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,"canvas"]}))),a.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return"none"==this.model.click_policy?null:"pointer"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if("vertical"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case"top_left":y=p.start+h,k=w.start+h;break;case"top":case"top_center":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case"top_right":y=p.end-h-c,k=w.start+h;break;case"bottom_right":y=p.end-h-c,k=w.end-h-d;break;case"bottom":case"bottom_center":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case"bottom_left":y=p.start+h,k=w.end-h-d;break;case"left":case"center_left":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case"center":case"center_center":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case"right":case"center_right":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_="vertical"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case"hide":for(const t of r.renderers)t.visible=!t.visible;break;case"mute":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _="vertical"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case"none":return!0;case"hide":return(0,b.every)(r.renderers,(t=>t.visible));case"mute":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__="LegendView";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,"item_change")}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=p,o=p,p.__name__="Legend",o.prototype.default_view=x,o.mixins([["label_",r.Text],["title_",r.Text],["inactive_",r.Fill],["border_",r.Line],["background_",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,"vertical"],location:[s(_.LegendLocation,l(t,t)),"top_right"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,"none"]}))),o.override({border_line_color:"#e5e5e5",border_line_alpha:.5,border_line_width:1,background_fill_color:"#ffffff",background_fill_alpha:.95,inactive_fill_color:"white",inactive_fill_alpha:.7,label_text_font_size:"13px",label_text_baseline:"middle",title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!(0,f.includes)(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||c.logger.error("Non matching data sources on legend item renderers");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return["No source found"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):["Invalid field"]}}return[]}}l.LegendItem=h,s=h,h.__name__="LegendItem",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},
+function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&"value"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&"field"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&"expr"in i}},
+function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:"data"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__="PolyAnnotationView";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__="PolyAnnotation",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({xs:[n(t),[]],xs_units:[r.SpatialUnits,"data"],ys:[n(t),[]],ys_units:[r.SpatialUnits,"data"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__="SlopeView";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__="Slope",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:"black"})},
+function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>"data"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;"width"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),"width"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__="SpanView";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__="Span",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,"canvas"],location:[t(e),null],location_units:[c.SpatialUnits,"data"],dimension:[c.Dimension,"width"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:"black"})},
+function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position="absolute",this.el.style.overflow="hidden",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__="ToolbarPanelView";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__="ToolbarPanel",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},
+function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(t){switch(t){case"tap":return"active_tap";case"pan":return"active_drag";case"pinch":case"scroll":return"active_scroll";case"multi":return"active_multi"}return null}function h(t){return"tap"==t||"pan"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),"auto"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];"auto"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__="Toolbar",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),"auto"],active_inspect:[t(e(s.Inspection),i,o),"auto"],active_scroll:[t(e(s.Scroll),i,o),"auto"],active_tap:[t(e(s.Tap),i,o),"auto"],active_multi:[t(e(_.GestureTool),i,o),"auto"]})))},
+function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__="ToolView";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;"width"==i||"both"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return"height"==i||"both"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(", ")}`)}}}n.Tool=_,i=_,_.__name__="Tool",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},
+function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__="GestureToolView";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__="GestureTool"},
+function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o="left"==e||"above"==e,s=this.parent.model.horizontal?"vertical":"horizontal";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:"auto",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on("tap",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on("press",(()=>this._pressed())),this.el.addEventListener("keydown",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,"data:image")?this.el.style.backgroundImage=`url("${t}")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case"right":return{left_of:this.el};case"left":return{right_of:this.el};case"above":return{below:this.el};case"below":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__="ButtonToolButtonView";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__="ButtonToolView";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:"both"==t?o:`${o} (${"width"==t?"x":"y"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__="ButtonTool",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},
+function _(t,e,i,n,r){
+/*! Hammer.JS - v2.0.7 - 2016-04-22
+     * http://hammerjs.github.io/
+     *
+     * Copyright (c) 2016 Jorik Tangelder;
+     * Licensed under the MIT license */
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t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(" "))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct["pan-y"],o=C(n,At)&&!Ct["pan-x"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?"cancel":8&t?"end":4&t?"move":2&t?"start":""}function xt(t){return 16==t?"down":8==t?"up":2==t?"left":4==t?"right":""}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,"recognizeWith",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,"dropRecognizeWith",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,"requireFailure",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,"dropRequireFailure",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:"pan",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?"in":"out";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:"press",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime>e.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:"swipe",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION="2.0.7",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},["rotate"]],[Xt,{direction:6}],[Rt,{direction:6},["swipe"]],[Yt],[Yt,{event:"doubletap",taps:2},["tap"]],[zt]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||""})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,"add",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,"remove",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent("Event");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:"undefined"!=typeof self?self:{}).Hammer=Ft,"function"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},
+function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__="DOMView",_.tag_name="div"},
+function _(o,t,b,r,e){r(),b.root="bk-root",b.toolbar_hidden="bk-toolbar-hidden",b.toolbar="bk-toolbar",b.logo="bk-logo",b.above="bk-above",b.below="bk-below",b.left="bk-left",b.right="bk-right",b.toolbar_button="bk-toolbar-button",b.tool_overflow="bk-tool-overflow",b.active="bk-active",b.divider="bk-divider",b.horizontal="bk-horizontal",b.vertical="bk-vertical",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:" ";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},
+function _(A,g,o,C,l){C(),o.root="bk-root",o.tool_icon_copy_to_clipboard="bk-tool-icon-copy-to-clipboard",o.tool_icon_replace_mode="bk-tool-icon-replace-mode",o.tool_icon_append_mode="bk-tool-icon-append-mode",o.tool_icon_intersect_mode="bk-tool-icon-intersect-mode",o.tool_icon_subtract_mode="bk-tool-icon-subtract-mode",o.tool_icon_clear_selection="bk-tool-icon-clear-selection",o.tool_icon_box_select="bk-tool-icon-box-select",o.tool_icon_box_zoom="bk-tool-icon-box-zoom",o.tool_icon_zoom_in="bk-tool-icon-zoom-in",o.tool_icon_zoom_out="bk-tool-icon-zoom-out",o.tool_icon_help="bk-tool-icon-help",o.tool_icon_hover="bk-tool-icon-hover",o.tool_icon_crosshair="bk-tool-icon-crosshair",o.tool_icon_lasso_select="bk-tool-icon-lasso-select",o.tool_icon_pan="bk-tool-icon-pan",o.tool_icon_xpan="bk-tool-icon-xpan",o.tool_icon_ypan="bk-tool-icon-ypan",o.tool_icon_range="bk-tool-icon-range",o.tool_icon_polygon_select="bk-tool-icon-polygon-select",o.tool_icon_redo="bk-tool-icon-redo",o.tool_icon_reset="bk-tool-icon-reset",o.tool_icon_save="bk-tool-icon-save",o.tool_icon_tap_select="bk-tool-icon-tap-select",o.tool_icon_undo="bk-tool-icon-undo",o.tool_icon_wheel_pan="bk-tool-icon-wheel-pan",o.tool_icon_wheel_zoom="bk-tool-icon-wheel-zoom",o.tool_icon_box_edit="bk-tool-icon-box-edit",o.tool_icon_freehand_draw="bk-tool-icon-freehand-draw",o.tool_icon_poly_draw="bk-tool-icon-poly-draw",o.tool_icon_point_draw="bk-tool-icon-point-draw",o.tool_icon_poly_edit="bk-tool-icon-poly-edit",o.tool_icon_line_edit="bk-tool-icon-line-edit",o.default='.bk-root 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+function _(o,t,e,r,b){r(),e.root="bk-root",e.menu_icon="bk-menu-icon",e.context_menu="bk-context-menu",e.horizontal="bk-horizontal",e.vertical="bk-vertical",e.divider="bk-divider",e.active="bk-active",e.menu="bk-menu",e.above="bk-above",e.below="bk-below",e.caret="bk-caret",e.down="bk-down",e.up="bk-up",e.left="bk-left",e.right="bk-right",e.default=".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}"},
+function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:"vertical",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener("mousedown",this._on_mousedown),document.addEventListener("keydown",this._on_keydown),window.addEventListener("blur",this._on_blur)}_unlisten(){document.removeEventListener("mousedown",this._on_mousedown),document.removeEventListener("keydown",this._on_keydown),window.removeEventListener("blur",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if("left_of"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if("right_of"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if("below"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if("above"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+"px":"",this.el.style.top=null!=i.top?i.top-n.top+"px":"",this.el.style.right=null!=i.right?n.right-i.right+"px":"",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+"px":""}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add("bk-context-menu",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:["bk-menu-icon",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?"bk-active":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener("click",(()=>{this._item_click(i)})),e.addEventListener("keydown",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__="ContextMenu"},
+function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__="OnOffButtonView"},
+function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__="InspectToolView";class a extends l.ButtonTool{constructor(e){super(e),this.event_type="move"}}t.InspectTool=a,c=a,a.__name__="InspectTool",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},
+function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__="ToolbarViewModel",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o="left"==t||"above"==t,e=this.model.horizontal?"vertical":"horizontal";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.remove_views)(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await(0,h.build_views)(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e="grey"===this.model.logo?M.grey:null,l=(0,c.a)({href:"https://bokeh.org/",target:"_blank",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?"\u22ee":"\u22ef"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case"right":return{left_of:h};case"left":return{right_of:h};case"above":return{below:h};case"below":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener("click",(()=>{_()})),h.addEventListener("keydown",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e="png"==t?"canvas":"svg",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__="ToolbarBaseView";class A extends m.Model{constructor(t){super(t)}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.every)(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return"above"===this.toolbar_location||"below"===this.toolbar_location}get vertical(){return"left"===this.toolbar_location||"right"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__="ToolbarBase",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),"normal"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,"right"]}}))},
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+function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,"lineDash",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case"webgl":case"canvas":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext("2d");if(null==t)throw new Error("unable to obtain 2D rendering context");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case"svg":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),"image/png")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:"image/svg+xml"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__="CanvasLayer"},
+function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:"start",right:"end",center:"middle",start:"start",end:"end"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:"alphabetic",hanging:"hanging",top:"text-before-edge",bottom:"text-after-edge",middle:"central"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(",");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return 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HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement("image");if(e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement("canvas");e.width=r,e.height=n;e.getContext("2d").drawImage(t,a,o,l,h,0,0,r,n),t=e}this._apply_transform(e,c);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute("src");if(e.setAttribute("href",i),null!=this._clip_path){const t=this.__createElement("g");t.setAttribute("clip-path",this._clip_path),t.appendChild(e),_.appendChild(t)}else _.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement("image");e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`);const 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if(t instanceof f){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error("unsupported");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}return new m(i,this)}getLineDash(){const{lineDash:t}=this;return(0,a.isString)(t)?t.split(",").map((t=>parseInt(t))):null==t?[]:t}setLineDash(t){t&&t.length>0?this.lineDash=t.join(","):this.lineDash=null}_to_number(t){return(0,a.isNumber)(t)?t:t.baseVal.value}getTransform(){return this._transform.to_DOMMatrix()}setTransform(...t){let e;e=(0,a.isNumber)(t[0])?new DOMMatrix(t):t[0]instanceof DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error("not implemented")}isPointInStroke(...t){throw new Error("not implemented")}createImageData(...t){throw new Error("not implemented")}getImageData(t,e,i,s){throw new Error("not implemented")}putImageData(...t){throw new Error("not implemented")}drawFocusIfNeeded(...t){throw new Error("not implemented")}scrollPathIntoView(...t){throw new Error("not implemented")}}i.SVGRenderingContext2D=f,f.__name__="SVGRenderingContext2D",f.__random=o.random},
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+function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__="ActionToolButtonView";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__="ActionToolView";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,"do")}}n.ActionTool=d,d.__name__="ActionTool"},
+function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__="HelpToolView";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name="Help",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__="HelpTool",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html"]}))),s.override({description:"Click the question mark to learn more about Bokeh plot tools."}),s.register_alias("help",(()=>new _))},
+function _(o,l,g,A,r){A(),g.root="bk-root",g.logo="bk-logo",g.grey="bk-grey",g.logo_small="bk-logo-small",g.logo_notebook="bk-logo-notebook",g.default=".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,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);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}"},
+function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle("bk-tooltip-custom",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case"horizontal":return t<e.hcenter?"right":"left";case"vertical":return s<e.vcenter?"below":"above";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case"right":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case"left":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case"below":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case"above":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:"auto",this.el.style.right=null!=n?`${n}px`:"auto"}}s.TooltipView=p,p.__name__="TooltipView";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__="Tooltip",n.prototype.default_view=p,n.define((({Boolean:e})=>({attachment:[h.TooltipAttachment,"horizontal"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:"overlay"})},
+function _(o,t,r,e,l){e(),r.root="bk-root",r.tooltip="bk-tooltip",r.left="bk-left",r.tooltip_arrow="bk-tooltip-arrow",r.right="bk-right",r.above="bk-above",r.below="bk-below",r.tooltip_row_label="bk-tooltip-row-label",r.tooltip_row_value="bk-tooltip-row-value",r.tooltip_color_block="bk-tooltip-color-block",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},
+function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t="height"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__="WhiskerView";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__="Whisker",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable:t})=>({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:"underlay"})},
+function _(n,o,t,u,e){u(),e("CustomJS",n(245).CustomJS),e("OpenURL",n(247).OpenURL)},
+function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,"cb_obj","cb_data",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__="CustomJS",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,""]})))},
+function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__="Callback"},
+function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error("HTML output is not supported in this context");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__="OpenURL",s.define((({Boolean:e,String:t})=>({url:[t,"http://"],same_tab:[e,!1]})))},
+function _(a,n,i,e,r){e(),r("Canvas",a(249).Canvas),r("CartesianFrame",a(126).CartesianFrame),r("CoordinateMapping",a(54).CoordinateMapping)},
+function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)"default"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement("canvas"),i=t.getContext("webgl",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace("WebGL is supported, but not the required extensions")}else _.logger.trace("WebGL is supported, but bokehjs(.min).js bundle is not available")}else _.logger.trace("WebGL is not supported");return null}()})(),m={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:"bk-canvas-events",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),"webgl"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error("webgl is not available")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug("Blitting WebGL canvas"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__="CanvasView";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__="Canvas",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,"canvas"]})))},
+function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,"pan:start"),this.pan=new _.Signal(this,"pan"),this.pan_end=new _.Signal(this,"pan:end"),this.pinch_start=new _.Signal(this,"pinch:start"),this.pinch=new _.Signal(this,"pinch"),this.pinch_end=new _.Signal(this,"pinch:end"),this.rotate_start=new _.Signal(this,"rotate:start"),this.rotate=new _.Signal(this,"rotate"),this.rotate_end=new _.Signal(this,"rotate:end"),this.tap=new _.Signal(this,"tap"),this.doubletap=new _.Signal(this,"doubletap"),this.press=new _.Signal(this,"press"),this.pressup=new _.Signal(this,"pressup"),this.move_enter=new _.Signal(this,"move:enter"),this.move=new _.Signal(this,"move"),this.move_exit=new _.Signal(this,"move:exit"),this.scroll=new _.Signal(this,"scroll"),this.keydown=new _.Signal(this,"keydown"),this.keyup=new _.Signal(this,"keyup"),this.hammer=new a.default(this.hit_area,{touchAction:"auto",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener("mousemove",(t=>this._mouse_move(t))),this.hit_area.addEventListener("mouseenter",(t=>this._mouse_enter(t))),this.hit_area.addEventListener("mouseleave",(t=>this._mouse_exit(t))),this.hit_area.addEventListener("contextmenu",(t=>this._context_menu(t))),this.hit_area.addEventListener("wheel",(t=>this._mouse_wheel(t))),document.addEventListener("keydown",this),document.addEventListener("keyup",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener("keydown",this),document.removeEventListener("keyup",this)}handleEvent(t){"keydown"==t.type?this._key_down(t):"keyup"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",(t=>this._doubletap(t))),this.hammer.on("tap",(t=>this._tap(t))),this.hammer.on("press",(t=>this._press(t))),this.hammer.on("pressup",(t=>this._pressup(t))),this.hammer.get("pan").set({direction:a.default.DIRECTION_ALL}),this.hammer.on("panstart",(t=>this._pan_start(t))),this.hammer.on("pan",(t=>this._pan(t))),this.hammer.on("panend",(t=>this._pan_end(t))),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",(t=>this._pinch_start(t))),this.hammer.on("pinch",(t=>this._pinch(t))),this.hammer.on("pinchend",(t=>this._pinch_end(t))),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",(t=>this._rotate_start(t))),this.hammer.on("rotate",(t=>this._rotate(t))),this.hammer.on("rotateend",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case"pan":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case"pinch":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case"rotate":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case"move":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case"tap":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case"press":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case"scroll":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&"pinch"==e&&(h.logger.debug("Registering scroll on touch screen"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t="default"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if("panstart"==e.type||"pan"==e.type||"panend"==e.type){let n;if("panstart"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):"pan"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:"panend"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("pinchstart"==e.type||"pinch"==e.type||"pinchend"==e.type){let n;if("pinchstart"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):"pinch"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:"pinchend"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("rotatestart"==e.type||"rotate"==e.type||"rotateend"==e.type){let n;if("rotatestart"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):"rotate"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:"rotateend"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("mouseenter"==e.type||"mousemove"==e.type||"mouseleave"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&("mouseleave"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:"mouseleave",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&("mouseenter"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:"mouseenter",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&"mousemove"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(":")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case"move":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a="default";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a="crosshair")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case"tap":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case"doubletap":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case"scroll":{const t=_[v.is_mobile?"pinch":"scroll"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case"pan":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case"wheel":return new l.MouseWheel(s,n,i,r,e.delta);case"mousemove":return new l.MouseMove(s,n,i,r);case"mouseenter":return new l.MouseEnter(s,n,i,r);case"mouseleave":return new l.MouseLeave(s,n,i,r);case"tap":return new l.Tap(s,n,i,r);case"doubletap":return new l.DoubleTap(s,n,i,r);case"press":return new l.Press(s,n,i,r);case"pressup":return new l.PressUp(s,n,i,r);case"pan":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case"panstart":return new l.PanStart(s,n,i,r);case"panend":return new l.PanEnd(s,n,i,r);case"pinch":return new l.Pinch(s,n,i,r,e.scale);case"pinchstart":return new l.PinchStart(s,n,i,r);case"pinchend":return new l.PinchEnd(s,n,i,r);case"rotate":return new l.Rotate(s,n,i,r,e.rotation);case"rotatestart":return new l.RotateStart(s,n,i,r);case"rotateend":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return"undefined"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__="UIEventBus"},
+function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if("object"==typeof Reflect&&"function"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__="BokehEvent";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__="ModelEvent";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__="DocumentReady",s.DocumentReady=l=a([o("document_ready")],l);let i=class extends c{};s.ButtonClick=i,i.__name__="ButtonClick",s.ButtonClick=i=a([o("button_click")],i);let u=class extends c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__="MenuItemClick",s.MenuItemClick=u=a([o("menu_item_click")],u);class d extends c{}s.UIEvent=d,d.__name__="UIEvent";let m=class extends d{};s.LODStart=m,m.__name__="LODStart",s.LODStart=m=a([o("lodstart")],m);let h=class extends d{};s.LODEnd=h,h.__name__="LODEnd",s.LODEnd=h=a([o("lodend")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__="RangesUpdate",s.RangesUpdate=p=a([o("rangesupdate")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__="SelectionGeometry",s.SelectionGeometry=x=a([o("selectiongeometry")],x);let j=class extends d{};s.Reset=j,j.__name__="Reset",s.Reset=j=a([o("reset")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__="PointEvent";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,n),this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=g,g.__name__="Pan",s.Pan=g=a([o("pan")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__="Pinch",s.Pinch=P=a([o("pinch")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__="Rotate",s.Rotate=O=a([o("rotate")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__="MouseWheel",s.MouseWheel=b=a([o("wheel")],b);let v=class extends y{};s.MouseMove=v,v.__name__="MouseMove",s.MouseMove=v=a([o("mousemove")],v);let E=class extends y{};s.MouseEnter=E,E.__name__="MouseEnter",s.MouseEnter=E=a([o("mouseenter")],E);let R=class extends y{};s.MouseLeave=R,R.__name__="MouseLeave",s.MouseLeave=R=a([o("mouseleave")],R);let M=class extends y{};s.Tap=M,M.__name__="Tap",s.Tap=M=a([o("tap")],M);let f=class extends y{};s.DoubleTap=f,f.__name__="DoubleTap",s.DoubleTap=f=a([o("doubletap")],f);let S=class extends y{};s.Press=S,S.__name__="Press",s.Press=S=a([o("press")],S);let D=class extends y{};s.PressUp=D,D.__name__="PressUp",s.PressUp=D=a([o("pressup")],D);let k=class extends y{};s.PanStart=k,k.__name__="PanStart",s.PanStart=k=a([o("panstart")],k);let L=class extends y{};s.PanEnd=L,L.__name__="PanEnd",s.PanEnd=L=a([o("panend")],L);let U=class extends y{};s.PinchStart=U,U.__name__="PinchStart",s.PinchStart=U=a([o("pinchstart")],U);let C=class extends y{};s.PinchEnd=C,C.__name__="PinchEnd",s.PinchEnd=C=a([o("pinchend")],C);let T=class extends y{};s.RotateStart=T,T.__name__="RotateStart",s.RotateStart=T=a([o("rotatestart")],T);let B=class extends y{};s.RotateEnd=B,B.__name__="RotateEnd",s.RotateEnd=B=a([o("rotateend")],B)},
+function _(t,e,n,l,o){
+/*!
+     * jQuery Mousewheel 3.1.13
+     *
+     * Copyright jQuery Foundation and other contributors
+     * Released under the MIT license
+     * http://jquery.org/license
+     */
+function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},
+function _(m,o,n,r,a){r(),a("Expression",m(254).Expression),a("CustomJSExpr",m(255).CustomJSExpr),a("Stack",m(256).Stack),a("CumSum",m(257).CumSum),a("ScalarExpression",m(254).ScalarExpression),a("Minimum",m(258).Minimum),a("Maximum",m(259).Maximum);var s=m(260);a("XComponent",s.XComponent),a("YComponent",s.YComponent),a("PolarTransform",m(261).PolarTransform)},
+function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__="Expression";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__="ScalarExpression"},
+function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__="CustomJSExpr",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__="Stack",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},
+function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__="CumSum",i.define((({Boolean:e,String:n})=>({field:[n],include_zero:[e,!1]})))},
+function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__="Minimum",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},
+function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__="Maximum",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},
+function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__="CoordinateTransform";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__="XYComponent",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__="XComponent";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__="YComponent"},
+function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e="anticlock"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__="PolarTransform",a.define((({})=>({radius:[l.DistanceSpec,{field:"radius"}],angle:[l.AngleSpec,{field:"angle"}],direction:[c.Direction,"anticlock"]})))},
+function _(e,t,l,r,i){r(),i("BooleanFilter",e(263).BooleanFilter),i("CustomJSFilter",e(264).CustomJSFilter),i("Filter",e(191).Filter),i("GroupFilter",e(265).GroupFilter),i("IndexFilter",e(266).IndexFilter)},
+function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__="BooleanFilter",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},
+function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,"source",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__="CustomJSFilter",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,""]})))},
+function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__="GroupFilter",u.define((({String:n})=>({column_name:[n],group:[n]})))},
+function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__="IndexFilter",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},
+function _(e,a,l,i,t){i(),t("AnnularWedge",e(268).AnnularWedge),t("Annulus",e(269).Annulus),t("Arc",e(270).Arc),t("Bezier",e(271).Bezier),t("Circle",e(272).Circle),t("Ellipse",e(273).Ellipse),t("EllipseOval",e(274).EllipseOval),t("Glyph",e(179).Glyph),t("HArea",e(187).HArea),t("HBar",e(276).HBar),t("HexTile",e(278).HexTile),t("Image",e(279).Image),t("ImageRGBA",e(281).ImageRGBA),t("ImageURL",e(282).ImageURL),t("Line",e(177).Line),t("MultiLine",e(283).MultiLine),t("MultiPolygons",e(284).MultiPolygons),t("Oval",e(285).Oval),t("Patch",e(186).Patch),t("Patches",e(286).Patches),t("Quad",e(287).Quad),t("Quadratic",e(288).Quadratic),t("Ray",e(289).Ray),t("Rect",e(290).Rect),t("Scatter",e(291).Scatter),t("Segment",e(294).Segment),t("Spline",e(295).Spline),t("Step",e(297).Step),t("Text",e(298).Text),t("VArea",e(189).VArea),t("VBar",e(299).VBar),t("Wedge",e(300).Wedge)},
+function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,u.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x="anticlock"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__="AnnularWedgeView";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__="AnnularWedge",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,"anticlock"],inner_radius:[c.DistanceSpec,{field:"inner_radius"}],outer_radius:[c.DistanceSpec,{field:"outer_radius"}],start_angle:[c.AngleSpec,{field:"start_angle"}],end_angle:[c.AngleSpec,{field:"end_angle"}]})))},
+function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,o.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if("data"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__="AnnulusView";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__="Annulus",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:"inner_radius"}],outer_radius:[d.DistanceSpec,{field:"outer_radius"}]})))},
+function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d="anticlock"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__="ArcView";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__="Arc",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[u.DistanceSpec,{field:"radius"}],start_angle:[u.AngleSpec,{field:"start_angle"}],end_angle:[u.AngleSpec,{field:"end_angle"}]})))},
+function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__="BezierView";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__="Bezier",c.prototype.default_view=y,c.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx0:[l.XCoordinateSpec,{field:"cx0"}],cy0:[l.YCoordinateSpec,{field:"cy0"}],cx1:[l.XCoordinateSpec,{field:"cx1"}],cy1:[l.YCoordinateSpec,{field:"cy1"}]}))),c.mixins(r.LineVector)},
+function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure("max_size",{value:i})}_map_data(){if(this.use_radius)if("data"==this.model.properties.radius.units)switch(this.model.radius_dimension){case"x":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case"y":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case"max":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case"min":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&"data"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&"data"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&"data"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if("h"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&"data"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&"data"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__="CircleView";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__="Circle",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number:s})=>({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,"x"],hit_dilation:[s,1]})))},
+function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__="EllipseView";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__="Ellipse",p.prototype.default_view=a},
+function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){"data"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"):this.sw=(0,l.to_screen)(this.width),"data"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);"data"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),"data"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__="EllipseOvalView";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__="EllipseOval"},
+function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return"data"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return"data"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__="CenterRotatableView";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__="CenterRotatable",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:"width"}],height:[_.DistanceSpec,{field:"height"}]})))},
+function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__="HBarView";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__="HBar",a.prototype.default_view=l,a.define((({})=>({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:"y"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:"right"}]})))},
+function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case"top_left":return{x:r,y:n};case"top":case"top_center":return{x:(r+i)/2,y:n};case"top_right":return{x:i,y:n};case"bottom_left":return{x:r,y:a};case"bottom":case"bottom_center":return{x:(r+i)/2,y:a};case"bottom_right":return{x:i,y:a};case"left":case"center_left":return{x:r,y:(n+a)/2};case"center":case"center_center":return{x:(r+i)/2,y:(n+a)/2};case"right":case"center_right":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if("v"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__="BoxView";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__="Box",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},
+function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{HexTileGL:s}=await Promise.resolve().then((()=>(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if("pointytop"==e)for(let e=0;e<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;"flattop"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if("pointytop"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if("v"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__="HexTileView";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__="HexTile",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number:e})=>({r:[c.NumberSpec,{field:"r"}],q:[c.NumberSpec,{field:"q"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,"pointytop"]}))),a.override({line_color:null})},
+function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__="ImageView";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__="Image",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:["#000000","#252525","#525252","#737373","#969696","#bdbdbd","#d9d9d9","#f0f0f0","#ffffff"]})]})))},
+function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,"expected a 2D array"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement("canvas");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext("2d"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){"data"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,"edge",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),"data"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,"edge",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__="ImageBaseView";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__="ImageBase",n.define((({Boolean:e})=>({image:[d.NDArraySpec,{field:"image"}],dw:[d.DistanceSpec,{field:"dw"}],dh:[d.DistanceSpec,{field:"dh"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},
+function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__="ImageRGBAView";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__="ImageRGBA",n.prototype.default_view=i},
+function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a="data"==this.model.properties.w.units,i="data"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case"top_left":case"bottom_left":case"left":case"center_left":return[e,e+t];case"top":case"top_center":case"bottom":case"bottom_center":case"center":case"center_center":return[e-t/2,e+t/2];case"top_right":case"bottom_right":case"right":case"center_right":return[e-t,e]}}function g(e,t){switch(h){case"top_left":case"top":case"top_center":case"top_right":return[e,e-t];case"bottom_left":case"bottom":case"bottom_center":case"bottom_right":return[e+t,e];case"left":case"center_left":case"center":case"center_center":case"right":case"center_right":return[e+t/2,e-t/2]}}if(a)for(let e=0;e<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){"data"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,"edge",this.model.dilate):this.sw=(0,c.to_screen)(this.w),"data"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,"edge",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case"top_left":return[t,s];case"top":case"top_center":return[t-r/2,s];case"top_right":return[t-r,s];case"right":case"center_right":return[t-r,s-a/2];case"bottom_right":return[t-r,s-a];case"bottom":case"bottom_center":return[t-r/2,s-a];case"bottom_left":return[t,s-a];case"left":case"center_left":return[t,s-a/2];case"center":case"center_center":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__="ImageURLView";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__="ImageURL",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({url:[h.StringSpec,{field:"url"}],anchor:[_.Anchor,"top_left"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},
+function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;"v"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__="MultiLineView";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__="MultiLine",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:"xs"}],ys:[h.YCoordinateSeqSpec,{field:"ys"}]}))),r.mixins(_.LineVector)},
+function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,"evenodd"),this.visuals.hatch.apply(t,s,"evenodd"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__="MultiPolygonsView";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__="MultiPolygons",r.prototype.default_view=p,r.define((({})=>({xs:[y.XCoordinateSeqSeqSeqSpec,{field:"xs"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:"ys"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},
+function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__="OvalView";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__="Oval",t.prototype.default_view=p},
+function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__="PatchesView";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__="Patches",a.prototype.default_view=f,a.define((({})=>({xs:[d.XCoordinateSeqSpec,{field:"xs"}],ys:[d.YCoordinateSeqSpec,{field:"ys"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},
+function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__="QuadView";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__="Quad",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:"right"}],bottom:[l.YCoordinateSpec,{field:"bottom"}],left:[l.XCoordinateSpec,{field:"left"}],top:[l.YCoordinateSpec,{field:"top"}]})))},
+function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__="QuadraticView";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__="Quadratic",o.prototype.default_view=y,o.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx:[l.XCoordinateSpec,{field:"cx"}],cy:[l.YCoordinateSpec,{field:"cy"}]}))),o.mixins(r.LineVector)},
+function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){"data"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__="RayView";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__="Ray",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},
+function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)"default"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if("data"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if("data"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,"edge",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__="RectView";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__="Rect",n.prototype.default_view=y,n.define((({Boolean:t})=>({dilate:[t,!1]})))},
+function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__="ScatterView";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__="Scatter",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:"circle"}]})))},
+function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if("h"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__="MarkerView";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__="Marker",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number:e})=>({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},
+function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},
+function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;"v"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&("h"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__="SegmentView";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__="Segment",o.prototype.default_view=y,o.define((({})=>({x0:[h.XCoordinateSpec,{field:"x0"}],y0:[h.YCoordinateSpec,{field:"y0"}],x1:[h.XCoordinateSpec,{field:"x1"}],y1:[h.YCoordinateSpec,{field:"y1"}]}))),o.mixins(c.LineVector)},
+function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__="SplineView";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__="Spline",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},
+function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},
+function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case"before":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case"after":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case"center":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__="StepView";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__="Step",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,"before"]})))},
+function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf("\n")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split("\n"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case"top":l=0;break;case"middle":l=-o/2+_/2;break;case"bottom":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__="TextView";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__="Text",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({text:[a.NullStringSpec,{field:"text"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},
+function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__="VBarView";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__="VBar",o.prototype.default_view=l,o.define((({})=>({x:[_.XCoordinateSpec,{field:"x"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:"top"}]})))},
+function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y="anticlock"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__="WedgeView";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__="Wedge",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[_.DistanceSpec,{field:"radius"}],start_angle:[_.AngleSpec,{field:"start_angle"}],end_angle:[_.AngleSpec,{field:"end_angle"}]})))},
+function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},
+function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__="GraphHitTestPolicy";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__="EdgesOnly";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__="NodesOnly";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];"selection"==d?n=e.selected.indices.map((t=>e.data.index[t])):"inspection"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__="NodesAndLinkedEdges";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];"selection"==d?n=t.selected.indices:"inspection"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__="EdgesAndLinkedNodes"},
+function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__="LayoutProvider";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__="GraphCoordinates",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__="NodeCoordinates";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__="EdgeCoordinates"},
+function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__="StaticLayoutProvider",o.define((({Number:t,Tuple:a,Dict:l})=>({graph_layout:[l(a(t,t)),{}]})))},
+function _(i,d,n,r,G){r(),G("Grid",i(306).Grid)},
+function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords("major",!1);for(let s=0;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords("major");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords("minor");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[1]&&(t=n[1]);else{[s,t]=n;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,t,r.min)[i],h=t.min,c=t.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;i<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__="GridView";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__="Grid",o.prototype.default_view=c,o.mixins([["grid_",l.Line],["minor_grid_",l.Line],["band_",l.Fill],["band_",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({bounds:[r(t(i,i),e),"auto"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:"underlay",band_fill_color:null,band_fill_alpha:0,grid_line_color:"#e5e5e5",minor_grid_line_color:null})},
+function _(o,a,x,B,e){B(),e("Box",o(308).Box),e("Column",o(310).Column),e("GridBox",o(311).GridBox),e("HTMLBox",o(312).HTMLBox),e("LayoutDOM",o(309).LayoutDOM),e("Panel",o(313).Panel),e("Row",o(314).Row),e("Spacer",o(315).Spacer),e("Tabs",o(316).Tabs),e("WidgetBox",o(319).WidgetBox)},
+function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__="BoxView";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__="Box",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},
+function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if("px"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?"relative":"absolute",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener("resize",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener("resize",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):"",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?"block":"none";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?"fixed":"fit"}_height_policy(){return null!=this.model.height?"fixed":"fit"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;"auto"==t&&(t=this._width_policy()),"auto"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if("fixed"==s)t=i="fixed";else if("stretch_both"==s)t=i="max";else if("stretch_width"==s)t="max";else if("stretch_height"==s)i="max";else switch(null==e&&(e="auto"),s){case"scale_width":t="max",i="min";break;case"scale_height":t="min",i="max";break;case"scale_both":t="max",i="max"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),"auto"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e="png"==t?"canvas":"svg",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__="LayoutDOMView";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__="LayoutDOM",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),"auto"],height_policy:[r(m.SizingPolicy,o),"auto"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),"start"],background:[c(l),null],css_classes:[n(s),[]]}}))},
+function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__="ColumnView";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__="Column",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,"auto"]})))},
+function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__="GridBoxView";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__="GridBox",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,"auto"],cols:[s,"auto"],spacing:[a(t,i(t,t)),0]})))},
+function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__="HTMLBoxView";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__="HTMLBox"},
+function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__="Panel",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,""],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},
+function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__="RowView";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__="Row",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,"auto"]})))},
+function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__="SpacerView";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__="Spacer",o.prototype.default_view=u},
+function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t="above"==e||"below"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:"fit",height_policy:"fixed"}):this.header.set_sizing({width_policy:"fixed",height_policy:"fit"});let l=1,h=1;switch(e){case"above":l-=1;break;case"below":l+=1;break;case"left":h-=1;break;case"right":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position="absolute",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t="above"==e||"below"==e,s=(0,d.size)(this.scroll_el),i=(0,d.scroll_size)(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth="",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight="",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener("click",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=(0,d.div)({class:m.close});e.addEventListener("click",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:""},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener("click",(()=>this.do_scroll("left"))),this.right_el.addEventListener("click",(()=>this.do_scroll("right"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;"left"==e?this._scroll_index-=1:"right"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute("disabled",""):this.left_el.removeAttribute("disabled"),this._scroll_index==t-1?this.right_el.setAttribute("disabled",""):this.right_el.removeAttribute("disabled");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if("above"==i||"below"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__="TabsView";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__="Tabs",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,"above"],active:[e,0]})))},
+function _(e,r,b,o,t){o(),b.root="bk-root",b.tabs_header="bk-tabs-header",b.btn_group="bk-btn-group",b.btn="bk-btn",b.headers_wrapper="bk-headers-wrapper",b.above="bk-above",b.right="bk-right",b.below="bk-below",b.left="bk-left",b.headers="bk-headers",b.tab="bk-tab",b.active="bk-active",b.close="bk-close",b.disabled="bk-disabled",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="gray" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="gray" stroke-width="2"/>      </svg>\');}.bk-root .bk-close:hover{background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="red" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="red" stroke-width="2"/>      </svg>\');}'},
+function _(o,b,r,t,e){t(),r.root="bk-root",r.btn="bk-btn",r.active="bk-active",r.btn_default="bk-btn-default",r.btn_primary="bk-btn-primary",r.btn_success="bk-btn-success",r.btn_warning="bk-btn-warning",r.btn_danger="bk-btn-danger",r.btn_light="bk-btn-light",r.btn_group="bk-btn-group",r.vertical="bk-vertical",r.horizontal="bk-horizontal",r.dropdown_toggle="bk-dropdown-toggle",r.default=".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}"},
+function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__="WidgetBoxView";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__="WidgetBox",i.prototype.default_view=d},
+function _(t,a,i,e,M){e();var T=t(135);M("MathText",T.MathText),M("Ascii",T.Ascii),M("MathML",T.MathML),M("TeX",T.TeX),M("PlainText",t(139).PlainText)},
+function _(r,o,t,e,n){e(),n("CustomJSTransform",r(322).CustomJSTransform),n("Dodge",r(323).Dodge),n("Interpolator",r(325).Interpolator),n("Jitter",r(326).Jitter),n("LinearInterpolator",r(327).LinearInterpolator),n("StepInterpolator",r(328).StepInterpolator),n("Transform",r(56).Transform)},
+function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform("x",this.func)}get vector_transform(){return this._make_transform("xs",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__="CustomJSTransform",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,""],v_func:[t,""]})))},
+function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__="Dodge",t.define((({Number:e})=>({value:[e,0]})))},
+function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__="RangeTransform",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},
+function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error("The x parameter does not correspond to a valid column name defined in the data parameter");if(!(0,l.includes)(t,this.y))throw new Error("The y parameter does not correspond to a valid column name defined in the data parameter");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error("parameters 'x' and 'y' must be both either string fields or arrays");e=this.x,r=this.y}if(e.length!==r.length)throw new Error("The length for x and y do not match");if(e.length<2)throw new Error("x and y must have at least two elements to support interpolation");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__="Interpolator",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},
+function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case"uniform":return this.mean+(f.random()-.5)*this.width;case"normal":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__="Jitter",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,"uniform"]})))},
+function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__="LinearInterpolator"},
+function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case"after":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case"before":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case"center":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__="StepInterpolator",_.define((()=>({mode:[n.StepMode,"after"]})))},
+function _(p,o,t,a,n){a(),n("MapOptions",p(330).MapOptions),n("GMapOptions",p(330).GMapOptions),n("GMapPlot",p(330).GMapPlot),n("Plot",p(331).Plot)},
+function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a("GMapPlotView",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__="MapOptions",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__="GMapOptions",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,"roadmap"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__="GMapPlot",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,"weekly"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},
+function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i("PlotView",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,"reset");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t="center"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__="Plot",a.prototype.default_view=P.PlotView,a.mixins([["outline_",s.Line],["background_",s.Fill],["border_",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),"right"],toolbar_sticky:[e,!0],plot_width:[l.Alias("width")],plot_height:[l.Alias("height")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),"",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),"above"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,"canvas"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,"standard"]}))),a.override({width:600,height:600,outline_line_color:"#e5e5e5",border_fill_color:"#ffffff",background_fill_color:"#ffffff"})},
+function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error("wasn't paused");this._is_paused-=1,0!=this._is_paused||e||this.request_paint("everything")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint("everything")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if("everything"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint("everything")}reset(){"standard"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),g.logger.debug("PlotView initialized")}_width_policy(){return null==this.model.frame_width?super._width_policy():"min"}_height_policy(){return null==this.model.frame_height?super._height_policy():"min"}_update_layout(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case"above":return n;case"below":return o;case"left":return l;case"right":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]="above"==v||"below"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i="above"==e||"below"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?"width_policy":"height_policy";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:"min"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:"max",height_policy:"min"})):(n=new k.Column(t),n.set_sizing({width_policy:"min",height_policy:"max"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:"fixed",width:P}:{width_policy:"fit"}),null!=j?{height_policy:"fixed",height:j}:{height_policy:"fit"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m("above",n)),V.children=m("below",o),S.children=(0,w.reversed)(m("left",l)),O.children=m("right",r),R.set_sizing({width_policy:"fit",height_policy:"min"}),V.set_sizing({width_policy:"fit",height_policy:"min"}),S.set_sizing({width_policy:"min",height_policy:"fit"}),O.set_sizing({width_policy:"min",height_policy:"fit"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint("everything"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e<this.model.lod_interval?setTimeout((()=>{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint("everything")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if("overlay"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,"image",a,!0),this._paint_levels(n.ctx,"underlay",a,!0),this._paint_levels(n.ctx,"glyph",a,!0),this._paint_levels(n.ctx,"guide",a,!1),this._paint_levels(n.ctx,"annotation",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,"overlay",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle="blue",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i="png"==e?"canvas":"svg",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,["children"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__="PlotView"},
+function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},
+function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn("Follow enabled so bounds are unset.");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn("could not set initial ranges"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&"auto"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&"auto"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__="RangeManager"},
+function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,"state_changed"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.index<this.history.length-1}}s.StateManager=a,a.__name__="StateManager"},
+function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},"gmaps_ready");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t="https://developers.google.com/maps/documentation/javascript/get-api-key";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if("undefined"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement("script");o.type="text/javascript",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint("everything")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:"absolute"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,"idle",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,"bounds_changed",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,"tilesloaded",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center("lat"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center("lng"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center("lat"),this._update_center("lng"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&"undefined"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__="GMapPlotView"},
+function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},
+function _(e,r,d,n,R){n(),R("GlyphRenderer",e(175).GlyphRenderer),R("GraphRenderer",e(339).GraphRenderer),R("GuideRenderer",e(129).GuideRenderer);var G=e(41);R("Renderer",G.Renderer),R("RendererGroup",G.RendererGroup)},
+function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__="GraphRendererView";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__="GraphRenderer",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},
+function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c("Selection",e(72).Selection)},
+function _(a,e,S,o,r){o(),r("ServerSentDataSource",a(342).ServerSentDataSource),r("AjaxDataSource",a(344).AjaxDataSource),r("ColumnDataSource",a(75).ColumnDataSource),r("ColumnarDataSource",a(70).ColumnarDataSource),r("CDSView",a(190).CDSView),r("DataSource",a(71).DataSource),r("GeoJSONDataSource",a(345).GeoJSONDataSource),r("WebDataSource",a(343).WebDataSource)},
+function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__="ServerSentDataSource"},
+function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case"replace":this.data=r;break;case"append":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__="WebDataSource",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,"replace"],adapter:[n(e),null],data_url:[a]})))},
+function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener("load",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener("error",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader("Content-Type",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.entries)(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__="AjaxDataSource",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,"application/json"],http_headers:[s(i),{}],method:[o.HTTPMethod,"POST"],if_modified:[t,!1]})))},
+function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.range)(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case"Point":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=_(s);break}case"LineString":{const{coordinates:r}=e;for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"Polygon":{e.coordinates.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used.");const r=e.coordinates[0];for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPoint":i.logger.warn("MultiPoint not supported in Bokeh");break;case"MultiLineString":{const n=e.coordinates.reduce(r);for(let e=0;e<n.length;e++){const[r,s,a]=n[e];t.xs[o][e]=r,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPolygon":{const n=[];for(const t of e.coordinates)t.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used."),n.push(t[0]);const s=n.reduce(r);for(let e=0;e<s.length;e++){const[r,n,a]=s[e];t.xs[o][e]=r,t.ys[o][e]=n,t.zs[o][e]=_(a)}break}default:throw new Error(`Invalid GeoJSON geometry type: ${e.type}`)}}geojson_to_column_data(){const e=JSON.parse(this.geojson);let t;switch(e.type){case"GeometryCollection":if(null==e.geometries)throw new Error("No geometries found in GeometryCollection");if(0===e.geometries.length)throw new Error("geojson.geometries must have one or more items");t=e.geometries;break;case"FeatureCollection":if(null==e.features)throw new Error("No features found in FeaturesCollection");if(0==e.features.length)throw new Error("geojson.features must have one or more items");t=e.features;break;default:throw new Error("Bokeh only supports type GeometryCollection and FeatureCollection at top level")}let o=0;for(const e of t){const t="Feature"===e.type?e.geometry:e;"GeometryCollection"==t.type?o+=t.geometries.length:o+=1}const r={x:this._get_new_nan_array(o),y:this._get_new_nan_array(o),z:this._get_new_nan_array(o),xs:this._get_new_list_array(o),ys:this._get_new_list_array(o),zs:this._get_new_list_array(o)};let n=0;for(const e of t){const t="Feature"==e.type?e.geometry:e;if("GeometryCollection"==t.type)for(const s of t.geometries)this._add_geometry(s,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1;else this._add_geometry(t,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1}return r}}o.GeoJSONDataSource=u,s=u,u.__name__="GeoJSONDataSource",s.define((({String:e})=>({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},
+function _(e,r,T,o,S){o(),S("BBoxTileSource",e(347).BBoxTileSource),S("MercatorTileSource",e(348).MercatorTileSource),S("QUADKEYTileSource",e(351).QUADKEYTileSource),S("TileRenderer",e(352).TileRenderer),S("TileSource",e(349).TileSource),S("TMSTileSource",e(355).TMSTileSource),S("WMTSTileSource",e(353).WMTSTileSource)},
+function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace("{XMIN}",i.toString()).replace("{YMIN}",s.toString()).replace("{XMAX}",l.toString()).replace("{YMAX}",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__="BBoxTileSource",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},
+function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)<Math.abs(t-r)?e:t}));return this._resolutions.indexOf(o)}snap_to_zoom_level(t,e,i,_){const[s,r,o,n]=t,l=this._resolutions[_];let u=i*l,a=e*l;if(!this.snap_to_zoom){const t=(o-s)/u,e=(n-r)/a;t>e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<<i)-e]}meters_to_tile(t,e,i){const[_,s]=this.meters_to_pixels(t,e,i);return this.pixels_to_tile(_,s)}get_tile_meter_bounds(t,e,i){const[_,s]=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),[r,o]=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[_,s,r,o]}get_tile_geographic_bounds(t,e,i){const _=this.get_tile_meter_bounds(t,e,i),[s,r,o,n]=(0,l.meters_extent_to_geographic)(_);return[s,r,o,n]}get_tiles_by_extent(t,e,i=1){const[_,s,r,o]=t;let[n,l]=this.meters_to_tile(_,s,e),[u,a]=this.meters_to_tile(r,o,e);n-=i,l-=i,u+=i,a+=i;const h=[];for(let t=a;t>=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<<s-1;switch(t.charAt(_-s)){case"0":continue;case"1":e|=r;break;case"2":i|=r;break;case"3":e|=r,i|=r;break;default:throw new TypeError(`Invalid Quadkey: ${t}`)}}return[e,i,_]}tile_xyz_to_quadkey(t,e,i){let _="";for(let s=i;s>0;s--){const i=1<<s-1;let r=0;0!=(t&i)&&(r+=1),0!=(e&i)&&(r+=2),_+=r.toString()}return _}children_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=[];for(let t=0;t<=3;t++){const[e,i,r]=this.quadkey_to_tile_xyz(_+t.toString()),o=this.get_tile_meter_bounds(e,i,r);s.push([e,i,r,o])}return s}get_closest_parent_by_tile_xyz(t,e,i){const _=this.calculate_world_x_by_tile_xyz(t,e,i);[t,e,i]=this.normalize_xyz(t,e,i);let s=this.tile_xyz_to_quadkey(t,e,i);for(;s.length>0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__="MercatorTileSource",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},
+function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace("{x}","{X}").replace("{y}","{Y}").replace("{z}","{Z}").replace("{q}","{Q}").replace("{xmin}","{XMIN}").replace("{ymin}","{YMIN}").replace("{xmax}","{XMAX}").replace("{ymax}","{YMAX}");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(":").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",t.toString()).replace("{Z}",r.toString())}}r.TileSource=c,l=c,c.__name__="TileSource",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,""],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,""],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},
+function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},
+function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace("{Q}",i)}}r.QUADKEYTileSource=c,c.__name__="QUADKEYTileSource"},
+function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.isString)(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=(0,d.div)({class:p.tile_attribution,style:{position:"absolute",right:`${s}px`,bottom:`${_}px`,"max-width":n-4+"px",padding:"2px","background-color":"rgba(255,255,255,0.5)","font-size":"9px","line-height":"1.05","white-space":"nowrap",overflow:"hidden","text-overflow":"ellipsis"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\s*\n\s*/g," ")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const n=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0==this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);e<i;e++){const[i,s,_]=n[e],a=this.model.tile_source.children_by_tile_xyz(i,s,_);for(const e of a){const[i,s,_,n]=e;t.tiles.has(t.tile_xyz_to_key(i,s,_))||this._create_tile(i,s,_,n,!0)}}}_fetch_tiles(t){for(const e of t){const[t,i,s,_]=e;this._create_tile(t,i,s,_)}}_update(){const{tile_source:t}=this.model,{min_zoom:e}=t,{max_zoom:i}=t;let s=this.get_extent();const _=this.extent[2]-this.extent[0]<s[2]-s[0],n=this.map_frame.bbox.height,a=this.map_frame.bbox.width;let o=t.get_level_by_extent(s,n,a),r=!1;o<e?(s=this.extent,o=e,r=!0):o>i&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__="TileRendererView";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__="TileRenderer",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:"image"})},
+function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace("{X}",s.toString()).replace("{Y}",c.toString()).replace("{Z}",i.toString())}}r.WMTSTileSource=i,i.__name__="WMTSTileSource"},
+function _(t,o,i,b,r){b(),i.root="bk-root",i.tile_attribution="bk-tile-attribution",i.default=".bk-root .bk-tile-attribution a{color:black;}"},
+function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",r.toString()).replace("{Z}",t.toString())}}t.TMSTileSource=l,l.__name__="TMSTileSource"},
+function _(e,t,u,a,r){a(),r("CanvasTexture",e(357).CanvasTexture),r("ImageURLTexture",e(359).ImageURLTexture),r("Texture",e(358).Texture)},
+function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function("ctx","color","scale","weight",t)}get_pattern(t,e,n){const c=document.createElement("canvas");c.width=e,c.height=e;const s=c.getContext("2d");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__="CanvasTexture",r.define((({String:t})=>({code:[t]})))},
+function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__="Texture",i.define((()=>({repetition:[u.TextureRepetition,"repeat"]})))},
+function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__="ImageURLTexture",a.define((({String:e})=>({url:[e]})))},
+function _(o,l,T,e,t){e(),t("ActionTool",o(238).ActionTool),t("CustomAction",o(361).CustomAction),t("HelpTool",o(239).HelpTool),t("RedoTool",o(362).RedoTool),t("ResetTool",o(363).ResetTool),t("SaveTool",o(364).SaveTool),t("UndoTool",o(365).UndoTool),t("ZoomInTool",o(366).ZoomInTool),t("ZoomOutTool",o(369).ZoomOutTool),t("ButtonTool",o(224).ButtonTool),t("EditTool",o(370).EditTool),t("BoxEditTool",o(371).BoxEditTool),t("FreehandDrawTool",o(372).FreehandDrawTool),t("PointDrawTool",o(373).PointDrawTool),t("PolyDrawTool",o(374).PolyDrawTool),t("PolyTool",o(375).PolyTool),t("PolyEditTool",o(376).PolyEditTool),t("BoxSelectTool",o(377).BoxSelectTool),t("BoxZoomTool",o(379).BoxZoomTool),t("GestureTool",o(223).GestureTool),t("LassoSelectTool",o(380).LassoSelectTool),t("LineEditTool",o(382).LineEditTool),t("PanTool",o(384).PanTool),t("PolySelectTool",o(381).PolySelectTool),t("RangeTool",o(385).RangeTool),t("SelectTool",o(378).SelectTool),t("TapTool",o(386).TapTool),t("WheelPanTool",o(387).WheelPanTool),t("WheelZoomTool",o(388).WheelZoomTool),t("CrosshairTool",o(389).CrosshairTool),t("CustomJSHover",o(390).CustomJSHover),t("HoverTool",o(391).HoverTool),t("InspectTool",o(232).InspectTool),t("Tool",o(222).Tool),t("ToolProxy",o(394).ToolProxy),t("Toolbar",o(221).Toolbar),t("ToolbarBase",o(233).ToolbarBase),t("ProxyToolbar",o(395).ProxyToolbar),t("ToolbarBox",o(395).ToolbarBox)},
+function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat("bk-toolbar-button-custom-action")}}e.CustomActionButtonView=u,u.__name__="CustomActionButtonView";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__="CustomActionView";class a extends i.ActionTool{constructor(t){super(t),this.tool_name="Custom Action",this.button_view=u}}e.CustomAction=a,c=a,a.__name__="CustomAction",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:"Perform a Custom Action"})},
+function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__="RedoToolView";class a extends l.ActionTool{constructor(e){super(e),this.tool_name="Redo",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__="RedoTool",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias("redo",(()=>new a))},
+function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__="ResetToolView";class r extends n.ActionTool{constructor(e){super(e),this.tool_name="Reset",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__="ResetTool",_.prototype.default_view=c,_.register_alias("reset",(()=>new r))},
+function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(e)});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement("a");t.href=URL.createObjectURL(o),t.download=e,t.target="_blank",t.dispatchEvent(new MouseEvent("click"))}doit(e="save"){switch(e){case"save":this.save("bokeh_plot");break;case"copy":this.copy()}}}t.SaveToolView=l,l.__name__="SaveToolView";class r extends c.ActionTool{constructor(e){super(e),this.tool_name="Save",this.icon=n.tool_icon_save}get menu(){return[{icon:"bk-tool-icon-copy-to-clipboard",tooltip:"Copy image to clipboard",if:()=>"undefined"!=typeof ClipboardItem,handler:()=>{this.do.emit("copy")}}]}}t.SaveTool=r,s=r,r.__name__="SaveTool",s.prototype.default_view=l,s.register_alias("save",(()=>new r))},
+function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__="UndoToolView";class a extends l.ActionTool{constructor(o){super(o),this.tool_name="Undo",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__="UndoTool",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias("undo",(()=>new a))},
+function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__="ZoomInToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name="Zoom In",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__="ZoomInTool",t.prototype.default_view=a,t.register_alias("zoom_in",(()=>new l({dimensions:"both"}))),t.register_alias("xzoom_in",(()=>new l({dimensions:"width"}))),t.register_alias("yzoom_in",(()=>new l({dimensions:"height"})))},
+function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i="width"==e||"both"==e,s="height"==e||"both"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push("zoom_out",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__="ZoomBaseToolView";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__="ZoomBaseTool",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,"both"]})))},
+function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},
+function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__="ZoomOutToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name="Zoom Out",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__="ZoomOutTool",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias("zoom_out",(()=>new l({dimensions:"both"}))),n.register_alias("xzoom_out",(()=>new l({dimensions:"width"}))),n.register_alias("yzoom_out",(()=>new l({dimensions:"height"})))},
+function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,a.unreachable)():"replace"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e<s.length;e++){const t=s[e];o.splice(t-e,1)}}this._emit_cds_changes(t)}_pop_glyphs(e,t){const s=e.columns();if(t&&s.length)for(const o of s){let s=e.get_array(o);const n=s.length-t+1;n<1||((0,c.isArray)(s)||(s=Array.from(s),e.data[o]=s),s.splice(0,n))}}_emit_cds_changes(e,t=!0,s=!0,o=!0){s&&e.selection_manager.clear(),t&&e.change.emit(),o&&(e.data=e.data,e.properties.data.change.emit())}_drag_points(e,t,s="both"){if(null==this._basepoint)return;const[o,n]=this._basepoint;for(const r of t){const t=this._map_drag(o,n,r),i=this._map_drag(e.sx,e.sy,r);if(null==i||null==t)continue;const[c,a]=i,[_,l]=t,[d,u]=[c-_,a-l],h=r.glyph,m=r.data_source,[p,f]=[h.x.field,h.y.field];for(const e of m.selected.indices)!p||"width"!=s&&"both"!=s||(m.data[p][e]+=d),!f||"height"!=s&&"both"!=s||(m.data[f][e]+=u);m.change.emit()}this._basepoint=[e.sx,e.sy]}_pad_empty_columns(e,t){for(const s of e.columns())(0,i.includes)(t,s)||e.get_array(s).push(this.model.empty_value)}_select_event(e,t,s){const o=this.plot_view.frame,{sx:n,sy:r}=e;if(!o.bbox.contains(n,r))return[];const i={type:"point",sx:n,sy:r},c=[];for(const e of s){const s=e.get_selection_manager(),o=e.data_source,n=this.plot_view.renderer_view(e);if(null!=n){s.select([n],i,!0,t)&&c.push(e),o.properties.selected.change.emit()}}return c}}s.EditToolView=d,d.__name__="EditToolView";class u extends l.GestureTool{constructor(e){super(e)}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=u,r=u,u.__name__="EditTool",r.define((({Unknown:e,String:t,Array:s,Ref:o,Nullable:n})=>({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},
+function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,"append",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__="BoxEditToolView";class h extends d.EditTool{constructor(e){super(e),this.tool_name="Box Edit Tool",this.icon=l.tool_icon_box_edit,this.event_type=["tap","pan","move"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__="BoxEditTool",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,"both"],num_objects:[e,0]})))},
+function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if("new"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if("add"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,"new")}_pan(e){this._draw(e,"add")}_pan_end(e){this._draw(e,"add",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__="FreehandDrawToolView";class h extends n.EditTool{constructor(e){super(e),this.tool_name="Freehand Draw Tool",this.icon=i.tool_icon_freehand_draw,this.event_type=["pan","tap"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__="FreehandDrawTool",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias("freehand_draw",(()=>new h))},
+function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__="PointDrawToolView";class l extends _.EditTool{constructor(e){super(e),this.tool_name="Point Draw Tool",this.icon=r.tool_icon_point_draw,this.event_type=["tap","pan","move"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__="PointDrawTool",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},
+function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,"add",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if("new"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if("edit"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if("add"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;s<this.model.renderers.length;s++){const i=this.model.renderers[s],a=i.data_source,r=i.glyph,[o,n]=[r.xs.field,r.ys.field];if(o)for(const t of a.get_array(o))e.push(...t);if(n)for(const e of a.get_array(n))t.push(...e);this._drawing&&s==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}_doubletap(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,"edit",!0)):(this._drawing=!0,this._draw(e,"new",!0)))}_move(e){this._drawing&&this._draw(e,"edit")}_remove(){const e=this.model.renderers[0],t=e.data_source,s=e.glyph,[i,a]=[s.xs.field,s.ys.field];if(i){const e=t.data[i].length-1,s=t.get_array(i)[e];s.splice(s.length-1,1)}if(a){const e=t.data[a].length-1,s=t.get_array(a)[e];s.splice(s.length-1,1)}this._emit_cds_changes(t)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===o.Keys.Backspace?this._delete_selected(t):e.keyCode==o.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),t.data_source.selection_manager.clear())}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){if(null==this._basepoint||!this.model.drag)return;const[t,s]=this._basepoint;for(const i of this.model.renderers){const a=this._map_drag(t,s,i),r=this._map_drag(e.sx,e.sy,i);if(null==r||null==a)continue;const o=i.data_source,n=i.glyph,[d,_]=[n.xs.field,n.ys.field];if(!d&&!_)continue;const[h,l]=r,[c,g]=a,[f,p]=[h-c,l-g];for(const e of o.selected.indices){let t,s,i;d&&(s=o.data[d][e]),_?(i=o.data[_][e],t=i.length):t=s.length;for(let e=0;e<t;e++)s&&(s[e]+=f),i&&(i[e]+=p)}o.change.emit()}this._basepoint=[e.sx,e.sy]}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source);this._basepoint=null}}activate(){if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(const e of this.model.renderers){const t=e.data_source;t.connect(t.properties.data.change,(()=>this._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__="PolyDrawToolView";class l extends d.PolyTool{constructor(e){super(e),this.tool_name="Polygon Draw Tool",this.icon=_.tool_icon_poly_draw,this.event_type=["pan","tap","move"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__="PolyDrawTool",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},
+function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,"replace",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__="PolyToolView";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__="PolyTool",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},
+function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,"replace",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,"replace",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,"append",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=c,c.__name__="PolyEditToolView";class o extends l.PolyTool{constructor(e){super(e),this.tool_name="Poly Edit Tool",this.icon=a.tool_icon_poly_edit,this.event_type=["tap","pan","move"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__="PolyEditTool",_.prototype.default_view=c},
+function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if("center"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push("box_select",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l="replace"){const n={type:"rect",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__="BoxSelectToolView";const h=()=>new _.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends n.SelectTool{constructor(e){super(e),this.tool_name="Box Select",this.icon=r.tool_icon_box_select,this.event_type="pan",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__="BoxSelectTool",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,"both"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,"corner"]}))),l.register_alias("box_select",(()=>new m)),l.register_alias("xbox_select",(()=>new m({dimensions:"width"}))),l.register_alias("ybox_select",(()=>new m({dimensions:"height"})))},
+function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let r;switch(e.type){case"point":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"span":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"rect":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case"poly":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__="SelectToolView";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,"clear")}get menu(){return[{icon:"bk-tool-icon-replace-mode",tooltip:"Replace the current selection",active:()=>"replace"==this.mode,handler:()=>{this.mode="replace",this.active=!0}},{icon:"bk-tool-icon-append-mode",tooltip:"Append to the current selection (Shift)",active:()=>"append"==this.mode,handler:()=>{this.mode="append",this.active=!0}},{icon:"bk-tool-icon-intersect-mode",tooltip:"Intersect with the current selection (Ctrl)",active:()=>"intersect"==this.mode,handler:()=>{this.mode="intersect",this.active=!0}},{icon:"bk-tool-icon-subtract-mode",tooltip:"Subtract from the current selection (Shift+Ctrl)",active:()=>"subtract"==this.mode,handler:()=>{this.mode="subtract",this.active=!0}},null,{icon:"bk-tool-icon-clear-selection",tooltip:"Clear the current selection (Esc)",handler:()=>{this.clear.emit()}}]}}s.SelectTool=b,o=b,b.__name__="SelectTool",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),"auto"],names:[t(e),[]],mode:[_.SelectionMode,"replace"]})))},
+function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m<n&&(m=n)),l=Math.abs(p-m),t[1]<=o[1]?(b=t[1],d=t[1]+l/s,d>_&&(d=_)):(d=t[1],b=t[1]-l/s,b<a&&(b=a)),r=Math.abs(d-b),t[0]<=o[0]?p=t[0]+s*r:m=t[0]-s*r,[[m,p],[b,d]]}_compute_limits(t){const o=this.plot_view.frame,e=this.model.dimensions;let s,i,n=this._base_point;if("center"==this.model.origin){const[o,e]=n,[s,i]=t;n=[o-(s-o),e-(i-e)]}return this.model.match_aspect&&"both"==e?[s,i]=this._match_aspect(n,t,o):[s,i]=this.model._get_dim_limits(n,t,o,e),[s,i]}_pan_start(t){this._base_point=[t.sx,t.sy]}_pan(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this.model.overlay.update({left:e[0],right:e[1],top:s[0],bottom:s[1]})}_pan_end(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this._update(e,s),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.trigger_ranges_update_event()}_update([t,o],[e,s]){if(Math.abs(o-t)<=5||Math.abs(s-e)<=5)return;const{x_scales:i,y_scales:n}=this.plot_view.frame,_=new Map;for(const[e,s]of i){const[i,n]=s.r_invert(t,o);_.set(e,{start:i,end:n})}const a=new Map;for(const[t,o]of n){const[i,n]=o.r_invert(e,s);a.set(t,{start:i,end:n})}const l={xrs:_,yrs:a};this.plot_view.state.push("box_zoom",{range:l}),this.plot_view.update_range(l)}}e.BoxZoomToolView=h,h.__name__="BoxZoomToolView";const c=()=>new a.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends _.GestureTool{constructor(t){super(t),this.tool_name="Box Zoom",this.icon=r.tool_icon_box_zoom,this.event_type="pan",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__="BoxZoomTool",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,"both"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,"corner"]}))),n.register_alias("box_zoom",(()=>new m({dimensions:"both"}))),n.register_alias("xbox_zoom",(()=>new m({dimensions:"width"}))),n.register_alias("ybox_zoom",(()=>new m({dimensions:"height"})))},
+function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push("lasso_select",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:"poly",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__="LassoSelectToolView";class y extends i.SelectTool{constructor(s){super(s),this.tool_name="Lasso Select",this.icon=h.tool_icon_lasso_select,this.event_type="pan",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__="LassoSelectTool",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias("lasso_select",(()=>new y))},
+function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push("poly_select",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:"poly",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__="PolySelectToolView";s.DEFAULT_POLY_OVERLAY=()=>new _.PolyAnnotation({level:"overlay",xs_units:"screen",ys_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class d extends a.SelectTool{constructor(e){super(e),this.tool_name="Poly Select",this.icon=h.tool_icon_polygon_select,this.event_type="tap",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__="PolySelectTool",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias("poly_select",(()=>new d))},
+function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,"replace",[s]).length&&(this._selected_renderer=s)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,"append",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}s.LineEditToolView=l,l.__name__="LineEditToolView";class h extends d.LineTool{constructor(e){super(e),this.tool_name="Line Edit Tool",this.icon=o.tool_icon_line_edit,this.event_type=["tap","pan","move"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__="LineEditTool",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,"both"]})))},
+function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__="LineToolView";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__="LineTool",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},
+function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(n<t.start||n>t.end)&&(this.v_axis_only=!0),(e<s.start||e>s.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push("pan",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;"width"!=p&&"both"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),"height"!=p&&"both"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__="PanToolView";class p extends _.GestureTool{constructor(t){super(t),this.tool_name="Pan",this.event_type="pan",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__="PanTool",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,"both",{on_update(t,s){switch(t){case"both":s.icon=r.tool_icon_pan;break;case"width":s.icon=r.tool_icon_xpan;break;case"height":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias("pan",(()=>new p({dimensions:"both"}))),a.register_alias("xpan",(()=>new p({dimensions:"width"}))),a.register_alias("ypan",(()=>new p({dimensions:"height"})))},
+function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)<s}function c(e,t,i,s,n){let l=!0;if(null!=n.left&&null!=n.right){const t=i.invert(e);(t<n.left||t>n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(e<n.bottom||e>n.top)&&(l=!1)}return l}function g(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e<t.end?(t.start=e,i):(t.start=t.end,t.end=e,d(i))}function m(e,t,i,s){const[n,l]=t.r_compute(e.start,e.end),[a,r]=t.r_invert(n+i,l+i),o=g(e.start,e.end,s);g(a,r,s)>=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__="RangeToolView";const x=()=>new a.BoxAnnotation({level:"overlay",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name="Range Tool",this.icon=h.tool_icon_range,this.event_type="pan",this.default_order=1}initialize(){super.initialize(),this.overlay.in_cursor="grab",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?"ew-resize":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?"ns-resize":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn("RangeTool not configured with any Ranges.")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=w,l=w,w.__name__="RangeTool",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},
+function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){"tap"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){"doubletap"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:"point",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if("select"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push("tap",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__="TapToolView";class r extends a.SelectTool{constructor(e){super(e),this.tool_name="Tap",this.icon=c.tool_icon_tap_select,this.event_type="tap",this.default_order=10}}s.TapTool=r,l=r,r.__name__="TapTool",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,"select"],gesture:[t("tap","doubletap"),"tap"],callback:[s(e)]}))),l.register_alias("click",(()=>new r({behavior:"inspect"}))),l.register_alias("tap",(()=>new r)),l.register_alias("doubletap",(()=>new r({gesture:"doubletap"})))},
+function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case"height":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case"width":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push("wheel_pan",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__="WheelPanToolView";class d extends o.GestureTool{constructor(e){super(e),this.tool_name="Wheel Pan",this.icon=_.tool_icon_wheel_pan,this.event_type="scroll",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__="WheelPanTool",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,"width"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias("xwheel_pan",(()=>new d({dimension:"width"}))),a.register_alias("ywheel_pan",(()=>new d({dimension:"height"})))},
+function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:"wheel",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=("width"==h||"both"==h)&&s.start<n&&n<s.end,r=("height"==h||"both"==h)&&i.start<l&&l<i.end;if(!(a&&r||this.model.zoom_on_axis))return;const m=this.model.speed*e.delta,d=(0,_.scale_range)(t,m,a,r,{x:n,y:l});this.plot_view.state.push("wheel_zoom",{range:d});const{maintain_focus:c}=this.model;this.plot_view.update_range(d,{scrolling:!0,maintain_focus:c}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__="WheelZoomToolView";class d extends l.GestureTool{constructor(e){super(e),this.tool_name="Wheel Zoom",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?"pinch":"scroll",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__="WheelZoomTool",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,"both"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias("wheel_zoom",(()=>new d({dimensions:"both"}))),n.register_alias("xwheel_zoom",(()=>new d({dimensions:"width"}))),n.register_alias("ywheel_zoom",(()=>new d({dimensions:"height"})))},
+function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;"width"!=s&&"both"!=s||(this.model.spans.width.location=e),"height"!=s&&"both"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__="CrosshairToolView";class p extends l.InspectTool{constructor(i){super(i),this.tool_name="Crosshair",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__="CrosshairTool",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:"screen",level:"overlay",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,"both"],line_color:[s,"black"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,"width"),height:i(e,"height")})]}))),n.register_alias("crosshair",(()=>new p))})()},
+function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code("value","format","special_vars",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__="CustomJSHover",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if("span"==t.type)"h"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return a<c?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function H(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=G,n._line_hit=H;class z extends l.InspectToolView{initialize(){super.initialize(),this._ttmodels=new Map,this._ttviews=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._update_ttmodels();const{tooltips:e}=this.model;e instanceof V.Template&&(this._template_view=await(0,S.build_view)(e,{parent:this}),this._template_view.render())}remove(){var e;null===(e=this._template_view)||void 0===e||e.remove(),(0,S.remove_views)(this._ttviews),super.remove()}connect_signals(){super.connect_signals();const e=this.plot_model.properties.renderers,{renderers:t,tooltips:n}=this.model.properties;this.on_change(n,(()=>delete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if("mouse"==this.model.mode)n={type:"point",sx:e,sy:t};else{n={type:"span",direction:"vline"==this.model.mode?"h":"v",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if("point"!=t.type&&"span"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if("ignore"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case"interp":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case"prev":[[s,i],c]=H(C.sx,C.sy,n);break;case"next":[[s,i],c]=H(C.sx,C.sy,n+1);break;case"nearest":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case"interp":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case"prev":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case"next":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case"nearest":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error("shouldn't have happened")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if("snap_to_data"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point("center",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:"table",borderSpacing:"2px"}});for(const[n]of e){const e=(0,w.div)({style:{display:"table-row"}});t.appendChild(e);const s=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_label},0!=n.length?`${n}: `:"");e.appendChild(s);const i=(0,w.span)();i.dataset.value="";const o=(0,w.span)({class:M.tooltip_color_block}," ");o.dataset.swatch="",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll("[data-value]"),l=o.querySelectorAll("[data-swatch]"),a=/\$color(\[.*\])?:(\w*)/,c=/\$swatch:(\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e="",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf("hex")>=0,c=e.indexOf("swatch")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent="(null)";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace("$~","$data_"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__="HoverToolView";class P extends l.InspectTool{constructor(e){super(e),this.tool_name="Hover",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__="HoverTool",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[["index","$index"],["data (x, y)","($x, $y)"],["screen (x, y)","($sx, $sy)"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),"auto"],names:[s(n),[]],mode:[T.HoverMode,"mouse"],muted_policy:[T.MutedPolicy,"show"],point_policy:[T.PointPolicy,"snap_to_data"],line_policy:[T.LinePolicy,"nearest"],show_arrow:[t,!0],anchor:[T.Anchor,"center"],attachment:[T.TooltipAttachment,"horizontal"],callback:[d(e)]}))),r.register_alias("hover",(()=>new P))},
+function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a("Styles",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__="DOMNodeView";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__="DOMNode",z.__module__="bokeh.models.dom";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode("")}}s.TextView=P,P.__name__="TextView";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__="Text",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,""]})));class N extends C{}s.PlaceholderView=N,N.__name__="PlaceholderView",N.tag_name="span";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__="Placeholder",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__="IndexView";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__="Index",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__="ValueRefView";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__="ValueRef",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block}," "),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__="ColorRefView";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__="ColorRef",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,"-");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,"-");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__="DOMElementView";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__="DOMElement",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__="ActionView";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__="Action",H.__module__="bokeh.models.dom",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__="TemplateView",J.tag_name="div";class K extends q{}s.Template=K,u=K,K.__name__="Template",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__="SpanView",Q.tag_name="span";class U extends q{}s.Span=U,m=U,U.__name__="Span",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__="DivView",W.tag_name="div";class X extends q{}s.Div=X,w=X,X.__name__="Div",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__="TableView",Y.tag_name="table";class Z extends q{}s.Table=Z,f=Z,Z.__name__="Table",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__="TableRowView",ee.tag_name="tr";class te extends q{}s.TableRow=te,h=te,te.__name__="TableRow",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__="ToggleGroupView";class le extends H{constructor(e){super(e)}}s.ToggleGroup=le,x=le,le.__name__="ToggleGroup",x.prototype.default_view=ae,x.define((({Array:e,Ref:t})=>({groups:[e(t(se.RendererGroup)),[]]})))},
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+function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,"do")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__="ToolProxy",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},
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${e}`),e}}close(){this.closed_permanently||(r.logger.debug(`Permanently closing websocket connection ${this._number}`),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,`close method called on ClientConnection ${this._number}`),this.session._connection_closed())}_schedule_reconnect(e){setTimeout((()=>{this.closed_permanently||r.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)}),e)}send(e){if(null==this.socket)throw new Error(`not connected so cannot send ${e}`);e.send(this.socket)}async send_with_reply(e){const s=await new Promise(((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)}));if("ERROR"===s.msgtype())throw new Error(`Error reply ${s.content.text}`);return s}async _pull_doc_json(){const e=c.Message.create("PULL-DOC-REQ",{}),s=await this.send_with_reply(e);if(!("doc"in s.content))throw new Error("No 'doc' field in PULL-DOC-REPLY");return s.content.doc}async _repull_session_doc(e,s){var n;r.logger.debug(this.session?"Repulling session":"Pulling session for first time");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)r.logger.debug("Got new document after connection was already closed"),s(new Error("The connection has been closed"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create("PATCH-DOC",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug("Created a new session from new pulled doc"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug("Updated existing session with new pulled doc")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error("Got a message with no current handler set");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject("Disconnected"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s="Could not open websocket";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: ${e}`),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){"ACK"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol("First message was not an ACK")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):"PATCH-DOC"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=d,d.__name__="ClientConnection",n.pull_session=function(e,s,n){return new d(e,s,n).connect()}},
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+ * and/or other materials provided with the distribution.
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+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
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+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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object"),m(V,o,d),_(!V||V.renderbuffer&&36168===V.renderbuffer._renderbuffer.format,"invalid stencil attachment for framebuffer object"),m(I,o,d),_(!I||I.texture&&34041===I.texture._texture.format||I.renderbuffer&&34041===I.renderbuffer._renderbuffer.format,"invalid depth-stencil attachment for framebuffer object"),A(i),i.width=o,i.height=d,i.colorAttachments=F,i.depthAttachment=B,i.stencilAttachment=V,i.depthStencilAttachment=I,l.color=F.map(v),l.depth=v(B),l.stencil=v(V),l.depthStencil=v(I),l.width=i.width,l.height=i.height,S(i),l}return o.framebufferCount++,l(e,a),t(l,{resize:function(e,t){_(f.next!==i,"can not resize a framebuffer which is currently in use");var r=Math.max(0|e,1),n=Math.max(0|t||r,1);if(r===i.width&&n===i.height)return l;for(var a=i.colorAttachments,o=0;o<a.length;++o)g(a[o],r,n);return g(i.depthAttachment,r,n),g(i.stencilAttachment,r,n),g(i.depthStencilAttachment,r,n),i.width=l.width=r,i.height=l.height=n,S(i),l},_reglType:"framebuffer",_framebuffer:i,destroy:function(){k(i),A(i)},use:function(e){f.setFBO({framebuffer:l},e)}})}return t(f,{getFramebuffer:function(e){if("function"==typeof e&&"framebuffer"===e._reglType){var t=e._framebuffer;if(t instanceof w)return t}return null},create:O,createCube:function(e){var i=Array(6);function o(e){var n;_(i.indexOf(f.next)<0,"can not update framebuffer which is currently in use");var s,l={color:null},d=0,m=null,p="rgba",h="uint8",b=1;if("number"==typeof e)d=0|e;else if(e){_.type(e,"object","invalid arguments for framebuffer");var v=e;if("shape"in v){var g=v.shape;_(Array.isArray(g)&&g.length>=2,"invalid shape for framebuffer"),_(g[0]===g[1],"cube framebuffer must be square"),d=g[0]}else"radius"in v&&(d=0|v.radius),"width"in v?(d=0|v.width,"height"in v&&_(v.height===d,"must be square")):"height"in v&&(d=0|v.height);("color"in v||"colors"in v)&&(m=v.color||v.colors,Array.isArray(m)&&_(1===m.length||r.webgl_draw_buffers,"multiple render targets not supported")),m||("colorCount"in v&&(b=0|v.colorCount,_(b>0,"invalid color buffer count")),"colorType"in v&&(_.oneOf(v.colorType,c,"invalid color type"),h=v.colorType),"colorFormat"in v&&(p=v.colorFormat,_.oneOf(v.colorFormat,u,"invalid color format for texture"))),"depth"in v&&(l.depth=v.depth),"stencil"in v&&(l.stencil=v.stencil),"depthStencil"in v&&(l.depthStencil=v.depthStencil)}else d=1;if(m)if(Array.isArray(m))for(s=[],n=0;n<m.length;++n)s[n]=m[n];else s=[m];else{s=Array(b);var y={radius:d,format:p,type:h};for(n=0;n<b;++n)s[n]=a.createCube(y)}for(l.color=Array(s.length),n=0;n<s.length;++n){var x=s[n];_("function"==typeof x&&"textureCube"===x._reglType,"invalid cube map"),d=d||x.width,_(x.width===d&&x.height===d,"invalid cube map shape"),l.color[n]={target:xt,data:s[n]}}for(n=0;n<6;++n){for(var w=0;w<s.length;++w)l.color[w].target=xt+n;n>0&&(l.depth=i[0].depth,l.stencil=i[0].stencil,l.depthStencil=i[0].depthStencil),i[n]?i[n](l):i[n]=O(l)}return t(o,{width:d,height:d,color:s})}return o(e),t(o,{faces:i,resize:function(e){var t,r=0|e;if(_(r>0&&r<=n.maxCubeMapSize,"invalid radius for cube fbo"),r===o.width)return o;var a=o.color;for(t=0;t<a.length;++t)a[t].resize(r);for(t=0;t<6;++t)i[t].resize(r);return o.width=o.height=r,o},_reglType:"framebufferCube",destroy:function(){i.forEach((function(e){e.destroy()}))}})},clear:function(){H(x).forEach(k)},restore:function(){f.cur=null,f.next=null,f.dirty=!0,H(x).forEach((function(t){t.framebuffer=e.createFramebuffer(),S(t)}))}})}(a,d,y,S,O,l),T=un(a,c,d,y,x,w,0,E,{},A,k,g,v,m,n),z=Ct(a,E,T.procs.poll,v,i,d,y),F=T.next,V=a.canvas,I=[],P=[],N=[],q=[n.onDestroy],Q=null;function Y(){if(0===I.length)return m&&m.update(),void(Q=null);Q=j.next(Y),ye();for(var e=I.length-1;e>=0;--e){var t=I[e];t&&t(v,null,0)}a.flush(),m&&m.update()}function ce(){!Q&&I.length>0&&(Q=j.next(Y))}function le(){Q&&(j.cancel(Y),Q=null)}function de(e){e.preventDefault(),o=!0,le(),P.forEach((function(e){e()}))}function me(e){a.getError(),o=!1,f.restore(),k.restore(),x.restore(),S.restore(),O.restore(),E.restore(),A.restore(),m&&m.restore(),T.procs.refresh(),ce(),N.forEach((function(e){e()}))}function pe(e){function r(e,t){var r={},n={};return Object.keys(e).forEach((function(a){var i=e[a];if(D.isDynamic(i))n[a]=D.unbox(i,a);else{if(t&&Array.isArray(i))for(var o=0;o<i.length;++o)if(D.isDynamic(i[o]))return void(n[a]=D.unbox(i,a));r[a]=i}})),{dynamic:n,static:r}}_(!!e,"invalid args to regl({...})"),_.type(e,"object","invalid args to regl({...})");var n=r(e.context||{},!0),a=r(e.uniforms||{},!0),i=r(e.attributes||{},!1),f=r(function(e){var r=t({},e);function n(e){if(e in r){var t=r[e];delete r[e],Object.keys(t).forEach((function(n){r[e+"."+n]=t[n]}))}}return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,"stencil"in 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+413: function _(t,e,a,s,r){s();const n=t(414),_=t(9),o=t(12);class c{constructor(t){this._regl=t,this._map=new Map}_create_texture(t){const e=t.length;let a=0;const s=[];let r=0,_=0;for(let n=0;n<e;n++)a+=t[n],s.push(t[n]+t[(n+1)%e]),n%2==0?_=Math.max(_,t[n]):r=Math.min(r,-t[n]);r*=.5,_*=.5;const o=(0,n.gcd)(s),c=[0];for(let a=0;a<e;a++)c.push(c[a]+t[a]);const h=2*a/o,i=(0,n.is_pow_2)(h),l=i?h:128,g=.5*o*h/l;let p;if(i){if(p=.5*t[0],g<p){p-=Math.floor(p/g)*g}}else p=0;const u=p-.5*g,m=new Uint8Array(l);let f=0;for(let e=0;e<l;e++){const a=p+e*g;a>c[f+1]&&f++;const s=t[f],n=c[f]+.5*s;let o=.5*s-Math.abs(a-n);f%2==1&&(o=-o),m[e]=Math.round(255*(o-r)/(_-r))}return[[a,u,r,_],this._regl.texture({shape:[l,1,1],data:m,wrapS:"repeat",format:"alpha",type:"uint8",mag:"linear",min:"linear"})]}_get_key(t){return t.join(",")}_get_or_create(t){const e=this._get_key(t);let a=this._map.get(e);if(null==a){const s=(0,n.gcd)(t);if(s>1){t=(0,o.map)(t,(t=>t/s)),a=this._get_or_create(t);const[r,n,_]=a;a=[r,n,s],this._map.set(e,a)}else{const[r,n]=this._create_texture(t);a=[r,n,s],this._map.set(e,a)}}return a}get(t){return t.length%2==1&&(t=(0,_.concat)([t,t])),this._get_or_create(t)}}a.DashCache=c,c.__name__="DashCache"},
+414: function _(n,t,e,r,o){function u(n,t){let e,r;n>t?(e=n,r=t):(e=t,r=n);let o=e%r;for(;0!=o;)e=r,r=o,o=e%r;return r}r(),e.gcd=function(n){let t=n[0];for(let e=1;e<n.length;e++)t=u(t,n[e]);return t},e.is_pow_2=function(n){return!(n&n-1||!n)}},
+415: function _(n,t,e,_,i){_();e.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nattribute vec2 a_position;\nattribute vec2 a_point_prev;\nattribute vec2 a_point_start;\nattribute vec2 a_point_end;\nattribute vec2 a_point_next;\nattribute float a_show_prev;\nattribute float a_show_curr;\nattribute float a_show_next;\n#ifdef DASHED\nattribute float a_length_so_far;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform float u_miter_limit;\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;  // Booleans for start/end caps and miters too long.\nvarying float v_cos_theta_turn_right_start;  // Sign gives turn_right, abs gives\nvarying float v_cos_theta_turn_right_end;    //   cos(theta).\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nvec2 line_intersection(in vec2 point0, in vec2 dir0,\n                       in vec2 point1, in vec2 dir1)\n{\n    // Line-line intersection: point0 + lambda0 dir0 = point1 + lambda1 dir1.\n    // Not checking if lines are parallel!\n    float lambda0 = cross_z(point1 - point0, dir1) / cross_z(dir0, dir1);\n    return point0 + lambda0*dir0;\n}\n\nfloat sign_no_zero(in float x)\n{\n    return x >= 0.0 ? 1.0 : -1.0;\n}\n\nvoid main()\n{\n    if (a_show_curr < 0.5) {\n        // Line segment has non-finite value at one or both ends, do not render.\n        gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n        return;\n    }\n\n    const float min_miter_factor_round_join_mesh = sqrt(2.0);\n\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    vec2 segment_along = normalize(a_point_end - a_point_start); // unit vector.\n    v_segment_length = length(a_point_end - a_point_start);\n    vec2 segment_right = right_vector(segment_along);  // unit vector.\n    vec2 xy;\n\n    bool miter_too_large_start = false;\n    bool miter_too_large_end = false;\n\n    v_coords.y = a_position.y*halfwidth;  // Overwritten later for end points.\n\n    bool has_start_cap = a_show_prev < 0.5;\n    bool has_end_cap = a_show_next < 0.5;\n\n    vec2 point_normal_start;\n    float cos_theta_start;\n    float turn_right_start;\n    if (has_start_cap)\n        point_normal_start = segment_right;\n    else {\n        vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\n        point_normal_start = normalize(segment_right + prev_right);\n        cos_theta_start = dot(segment_right, point_normal_start);  // Always +ve\n        turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\n    }\n\n    vec2 point_normal_end;\n    float cos_theta_end;\n    float turn_right_end;\n    if (has_end_cap)\n        point_normal_end = segment_right;\n    else {\n        vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\n        point_normal_end = normalize(segment_right + next_right);\n        cos_theta_end = dot(segment_right, point_normal_end);  // Always +ve\n        turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\n    }\n\n    float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\n    float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\n    if (join_type == miter_join) {\n        // If miter too large, use bevel join instead.\n        miter_too_large_start = (miter_factor_start > u_miter_limit);\n        miter_too_large_end = (miter_factor_end > u_miter_limit);\n    }\n\n    float sign_at_start = -sign(a_position.x);  // +ve at segment start, -ve end.\n    vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\n    vec2 adjacent_point =\n        sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\n                            : (has_end_cap ? a_point_end : a_point_next);\n\n    if ( (has_start_cap && sign_at_start > 0.0) ||\n         (has_end_cap && sign_at_start < 0.0) ) {\n        // Cap.\n        xy = point - segment_right*(halfwidth*a_position.y);\n        if (cap_type == butt_cap)\n            xy -= sign_at_start*0.5*u_antialias*segment_along;\n        else\n            xy -= sign_at_start*halfwidth*segment_along;\n    }\n    else { // Join.\n        // +ve if turning to right, -ve if to left.\n        float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\n\n        vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\n        vec2 point_right = normalize(segment_right + adjacent_right);\n        float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\n        bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\n\n        if (abs(a_position.x) > 1.5) {\n            // Outer point, meets prev/next segment.\n            float factor;  // multiplied by halfwidth...\n\n            if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\n                factor = 1.0 / miter_factor;  // cos_theta.\n            else if (join_type == round_join &&\n                     miter_factor > min_miter_factor_round_join_mesh)\n                factor = 1.0;\n            else  // miter, or round (small angle only).\n                factor = miter_factor;\n\n            xy = point - point_right*(halfwidth*turn_sign*factor);\n            v_coords.y = turn_sign*halfwidth*factor / miter_factor;\n        }\n        else if (turn_sign*a_position.y < 0.0) {\n            // Inner point, meets prev/next segment.\n            float len = halfwidth*miter_factor;\n            float segment_len = v_segment_length;\n            float adjacent_len = distance(point, adjacent_point);\n\n            if (len <= min(segment_len, adjacent_len))\n                // Normal behaviour.\n                xy = point - point_right*(len*a_position.y);\n            else\n                // For short wide line segments the inner point using the above\n                // calculation can be outside of the line.  Here clipping it.\n                xy = point + segment_right*(halfwidth*turn_sign);\n        }\n        else {\n            // Point along outside edge.\n            xy = point - segment_right*(halfwidth*a_position.y);\n            if (join_type == round_join &&\n                miter_factor > min_miter_factor_round_join_mesh) {\n                xy = line_intersection(xy, segment_along,\n                                       point - turn_sign*point_right*halfwidth,\n                                       right_vector(point_right));\n            }\n        }\n    }\n\n    vec2 pos = xy + 0.5;  // Bokeh's offset.\n    pos /= u_canvas_size / u_pixel_ratio;  // in 0..1\n    gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n\n    v_coords.x = dot(xy - a_point_start, segment_along);\n    v_flags = float(int(has_start_cap) +\n                    2*int(has_end_cap) +\n                    4*int(miter_too_large_start) +\n                    8*int(miter_too_large_end));\n    v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\n    v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\n\n#ifdef DASHED\n    v_length_so_far = a_length_so_far;\n#endif\n}\n"},
+416: function _(n,t,a,i,e){i();a.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform vec4 u_line_color;\n#ifdef DASHED\nuniform sampler2D u_dash_tex;\nuniform vec4 u_dash_tex_info;\nuniform float u_dash_scale;\nuniform float u_dash_offset;\n#endif\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;\nvarying float v_cos_theta_turn_right_start;\nvarying float v_cos_theta_turn_right_end;\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\n{\n    // +ve if point to right of line.\n    // Alternatively could do dot product with right_vector.\n    return cross_z(point - start, end - start);\n}\n\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\n{\n    return point_line_side(point, start, end) / distance(start, end);\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\n{\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n    float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\n\n    // In v_coords reference frame (x is along segment, y across).\n    vec2 line_start = vec2(distance_along, halfwidth*turn_right);\n    float sin_alpha = cos_theta;\n    float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\n    vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\n\n    return halfwidth + sign_start*point_line_distance(\n        v_coords, line_start, line_start+line_along);\n}\n\nfloat cap(in int cap_type, in float x, in float y)\n{\n    // x is distance along segment in direction away from end of segment,\n    // y is distance across segment.\n    if (cap_type == butt_cap)\n        return max(0.5*u_linewidth - x, abs(y));\n    else if (cap_type == square_cap)\n        return max(-x, abs(y));\n    else  // cap_type == round_cap\n        return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\n}\n\nfloat distance_to_alpha(in float dist)\n{\n    return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\n                            0.5*(u_linewidth + u_antialias), dist);\n}\n\n#ifdef DASHED\nfloat dash_distance(in float x)\n{\n    // x is in direction of v_coords.x, i.e. along segment.\n    float tex_length = u_dash_tex_info.x;\n    float tex_offset = u_dash_tex_info.y;\n    float tex_dist_min = u_dash_tex_info.z;\n    float tex_dist_max = u_dash_tex_info.w;\n\n    // Apply offset.\n    x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\n\n    // Interpolate within texture to obtain distance to dash.\n    float dist = texture2D(u_dash_tex,\n                           vec2(x / (tex_length*u_dash_scale), 0.0)).a;\n\n    // Scale distance within min and max limits.\n    dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\n\n    return u_dash_scale*dist;\n}\n\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\n{\n    // Return clipped dash distance, sign_along is +1.0 if looking forward\n    // into next segment and -1.0 if looking backward into previous segment.\n    float half_antialias = 0.5*u_antialias;\n\n    if (sign_along*x > half_antialias) {\n        // Outside antialias region, use usual dash distance.\n        return dash_distance(offset + x);\n    }\n    else {\n        // Inside antialias region.\n        // Dash distance at edge of antialias region clipped to half_antialias.\n        float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\n\n        // Physical distance from dash distance at edge of antialias region.\n        return edge_dist + sign_along*x - half_antialias;\n    }\n}\n\nmat2 rotation_matrix(in float sign_start)\n{\n    // Rotation matrix for v_coords from this segment to prev or next segment.\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n\n    float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\n    float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\n    float sin_2theta = 2.0*sin_theta*cos_theta;\n    return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\n}\n#endif\n\nvoid main()\n{\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    float half_antialias = 0.5*u_antialias;\n\n    // Extract flags.\n    int flags = int(v_flags + 0.5);\n    bool miter_too_large_end = (flags / 8 > 0);\n    flags -= 8*int(miter_too_large_end);\n    bool miter_too_large_start = (flags / 4 > 0);\n    flags -= 4*int(miter_too_large_start);\n    bool has_end_cap = (flags / 2 > 0);\n    flags -= 2*int(has_end_cap);\n    bool has_start_cap = flags > 0;\n\n    float dist = v_coords.y;  // For straight segment, and miter join.\n\n    // Along-segment coords with respect to end of segment, +ve inside segment\n    // so equivalent to v_coords.x at start of segment.\n    float end_coords_x = v_segment_length - v_coords.x;\n\n    if (v_coords.x <= half_antialias) {\n        // At start of segment, either cap or join.\n        if (has_start_cap)\n            dist = cap(cap_type, v_coords.x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(0.0, 0.0));\n        else if (join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_start))\n            dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n    else if (end_coords_x <= half_antialias) {\n        // At end of segment, either cap or join.\n        if (has_end_cap)\n            dist = cap(cap_type, end_coords_x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(v_segment_length, 0));\n        else if ((join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_end)))\n            dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n\n    float alpha = distance_to_alpha(abs(dist));\n\n#ifdef DASHED\n    if (u_dash_tex_info.x >= 0.0) {\n        // Dashes in straight segments (outside of joins) are easily calculated.\n        dist = dash_distance(v_coords.x);\n\n        if (!has_start_cap && cap_type == butt_cap) {\n            if (v_coords.x < half_antialias) {\n                // Outer of start join rendered solid color or not at all\n                // depending on whether corner point is in dash or gap, with\n                // antialiased ends.\n                if (dash_distance(0.0) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -v_coords.x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (v_coords.x > -half_antialias) {\n                        // Consider antialias region of dash after start region.\n                        float edge_dist = min(dash_distance(half_antialias), half_antialias);\n                        dist = max(dist, edge_dist + v_coords.x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 prev_coords = rotation_matrix(1.0)*v_coords;\n\n            if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\n                // Extend dashes across from end of previous segment, with antialiased end.\n                float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        if (!has_end_cap && cap_type == butt_cap) {\n            if (end_coords_x < half_antialias) {\n                // Similar for end join.\n                if (dash_distance(v_segment_length) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -end_coords_x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(v_segment_length - half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (end_coords_x > -half_antialias) {\n                        // Consider antialias region of dash before end region.\n                        float edge_dist = min(dash_distance(v_segment_length - half_antialias),\n                                              half_antialias);\n                        dist = max(dist, edge_dist + end_coords_x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\n\n            if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\n                // Extend dashes across from next segment, with antialiased end.\n                float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        dist = cap(cap_type, dist, v_coords.y);\n\n        float dash_alpha = distance_to_alpha(dist);\n        alpha = min(alpha, dash_alpha);\n    }\n#endif\n\n    alpha = u_line_color.a*alpha;\n    gl_FragColor = vec4(u_line_color.rgb*alpha, alpha);  // Premultiplied alpha.\n}\n"},
+417: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nattribute vec2 a_position;\nattribute vec2 a_center;\nattribute float a_width;\nattribute float a_height;\nattribute float a_angle; // In radians\nattribute float a_linewidth;\nattribute vec4 a_line_color;\nattribute vec4 a_fill_color;\nattribute float a_line_cap;\nattribute float a_line_join;\nattribute float a_show;\n#ifdef HATCH\nattribute float a_hatch_pattern;\nattribute float a_hatch_scale;\nattribute float a_hatch_weight;\nattribute vec4 a_hatch_color;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_antialias;\nuniform float u_size_hint;\n\nvarying float v_linewidth;\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\nvoid main()\n{\n  if (a_show < 0.5) {\n    // Do not show this rect.\n    gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n    return;\n  }\n\n  v_size = vec2(a_width, a_height);\n  v_linewidth = a_linewidth;\n  v_line_color = a_line_color;\n  v_fill_color = a_fill_color;\n  v_line_cap = a_line_cap;\n  v_line_join = a_line_join;\n\n  if (v_linewidth < 1.0) {\n    // Linewidth less than 1 is implemented as 1 but with reduced alpha.\n    v_line_color.a *= v_linewidth;\n    v_linewidth = 1.0;\n  }\n\n#ifdef HATCH\n  v_hatch_pattern = a_hatch_pattern;\n  v_hatch_scale = a_hatch_scale;\n  v_hatch_weight = a_hatch_weight;\n  v_hatch_color = a_hatch_color;\n#endif\n\n  vec2 enclosing_size;\n  // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\n  // edge of bounding box.  If symmetric spike towards edge then multiply by\n  // 1/cos(theta) where theta is angle between spike and bbox edges.\n  int size_hint = int(u_size_hint + 0.5);\n  if (size_hint == 1)  // Dash\n    enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\n                          v_linewidth + u_antialias);\n  else if (size_hint == 2)  // Dot\n    enclosing_size = 0.25*v_size + u_antialias;\n  else if (size_hint == 3)  // Diamond\n    enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\n                          v_size.y + (v_linewidth + u_antialias)*1.80278);\n  else if (size_hint == 4)  // Hex\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\n  else if (size_hint == 5)  // Square pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\n  else if (size_hint == 6)  // Triangle\n    enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\n                          v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\n  else if (size_hint == 7)  // Triangle pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\n  else if (size_hint == 8)  // Star\n    enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\n                          v_size.y + (v_linewidth + u_antialias)*3.2);\n  else\n    enclosing_size = v_size + v_linewidth + u_antialias;\n\n  // Coordinates in rotated frame with respect to center of marker, used for\n  // distance functions in fragment shader.\n  v_coords = a_position*enclosing_size;\n\n  float c = cos(-a_angle);\n  float s = sin(-a_angle);\n  mat2 rotation = mat2(c, -s, s, c);\n\n  vec2 pos = a_center + rotation*v_coords;\n#ifdef HATCH\n  // Coordinates for hatching in unrotated frame of reference.\n  v_hatch_coords = pos - 0.5;\n#endif\n  pos += 0.5; // Make up for Bokeh's offset.\n  pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\n  gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n}\n"},
+418: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nconst float SQRT2 = sqrt(2.0);\nconst float SQRT3 = sqrt(3.0);\nconst float PI = 3.14159265358979323846;\n\nconst int butt_cap = 0;\nconst int round_cap = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\n#ifdef HATCH\nconst int hatch_dot = 1;\nconst int hatch_ring = 2;\nconst int hatch_horizontal_line = 3;\nconst int hatch_vertical_line = 4;\nconst int hatch_cross = 5;\nconst int hatch_horizontal_dash = 6;\nconst int hatch_vertical_dash = 7;\nconst int hatch_spiral = 8;\nconst int hatch_right_diagonal_line = 9;\nconst int hatch_left_diagonal_line = 10;\nconst int hatch_diagonal_cross = 11;\nconst int hatch_right_diagonal_dash = 12;\nconst int hatch_left_diagonal_dash = 13;\nconst int hatch_horizontal_wave = 14;\nconst int hatch_vertical_wave = 15;\nconst int hatch_criss_cross = 16;\n#endif\n\nuniform float u_antialias;\n\nvarying float v_linewidth;\nvarying vec2 v_size;\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\n// on top of the fill rather than astride it.\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) ||     defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) ||     defined(USE_TRIANGLE_DOT)\n  #define APPEND_DOT\n#endif\n\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\n  #define APPEND_CROSS\n#endif\n\n#ifdef USE_DIAMOND_CROSS\n  #define APPEND_CROSS_2\n#endif\n\n#ifdef USE_CIRCLE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (0.5*v_size.x)\n#endif\n\n#ifdef USE_SQUARE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (v_size.x/SQRT2)\n#endif\n\n#ifdef USE_CIRCLE_Y\n  #define APPEND_Y\n#endif\n\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) ||     defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\n  // No fill.\n  #define LINE_ONLY\n#endif\n\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) ||     defined(APPEND_X) || defined(APPEND_Y)\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\n{\n  vec2 offset = p - end_point;\n  if (line_cap == butt_cap)\n    return dot(offset, unit_direction) + 0.5*v_linewidth;\n  else if (line_cap == square_cap)\n    return dot(offset, unit_direction);\n  else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\n    return length(offset);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\n// the line segments.  The line through these points is the bevel line, characterised by a vec2\n// unit_normal and offset distance from the corner point.  Edge of bevel join straddles this line,\n// round join occurs outside of this line centred on the corner point.  In general\n//   offset = (linewidth/2)*sin(alpha/2)\n// where alpha is the angle between the 2 line segments at the corner.\nfloat line_join_distance_no_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\n{\n  // Simplified version of line_join_distance ignoring miter which most markers do implicitly\n  // as they are composed of straight line segments.\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\n// calling function.\nfloat line_join_distance_incl_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\n  vec2 miter_unit_normal)\n{\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == miter_join && dist_outside > 0.0)\n    return dot((p - corner), miter_unit_normal);\n  else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) ||     defined(USE_CROSS) || defined(USE_X)\nfloat one_cross(in vec2 p, in int line_cap, in float len)\n{\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#ifdef APPEND_CROSS_2\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\n{\n  // Cross with different length in x and y directions.\n  p = abs(p);\n  bool switch_xy = (p.y > p.x);\n  p = switch_xy ? p.yx : p.xy;\n  float len = switch_xy ? lengths.y : lengths.x;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(APPEND_Y) || defined(USE_Y)\nfloat one_y(in vec2 p, in int line_cap, in float len)\n{\n  p = vec2(abs(p.x), -p.y);\n\n  // End point of line to right is (1/2, 1/3)*len*SQRT3.\n  // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\n  const float k = 6.0/sqrt(13.0);\n  vec2 unit_along = vec2(0.5*k, k/3.0);\n  vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\n  float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\n                   end_cap_distance(p, end_point, unit_along, line_cap));\n\n  if (p.y < 0.0) {\n    // Vertical line.\n    float vert_dist = max(p.x,\n                          end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\n    dist = min(dist, vert_dist);\n  }\n  return dist;\n}\n#endif\n\n// One marker_distance function per marker type.\n// Distance is zero on edge of marker, +ve outside and -ve inside.\n\n#ifdef USE_ASTERISK\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  float len = 0.5*v_size.x;\n  return min(one_cross(p, line_cap, len),  // cross\n             one_cross(p_diag, line_cap, len));  // x\n}\n#endif\n\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) ||     defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return length(p) - 0.5*v_size.x;\n}\n#endif\n\n#ifdef USE_CROSS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_DASH\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  p = abs(p);\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\n  // where r = radius = v_size.x/2.\n  // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\n  // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\n  p = abs(p);\n  float r = 0.5*v_size.x;\n  const float SQRT13 = sqrt(13.0);\n  float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_DOT\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Dot is always appended.\n  return v_linewidth+u_antialias;\n}\n#endif\n\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // A regular hexagon has v_size.x == v.size_y = r where r is the length of\n  // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\n  // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\n  // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\n  // Sloping line has outward normal vec2(h, rx/2).  Length of this is\n  // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\n  // from origin of this line is rx*h/len.\n  p = abs(p);\n  float rx = v_size.x/2.0;\n  float h = v_size.y*(SQRT3/4.0);\n  float len_normal = sqrt(h*h + 0.25*rx*rx);\n  vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\n  float dist = max(dot(p, unit_normal) - rx*h/len_normal,  // Distance from sloping line.\n                   p.y - h);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\n\n    unit_normal = normalize(unit_normal + vec2(0.0, 1.0));  // At (rx/2, h) corner.\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\n  }\n  return dist;\n}\n#endif\n\n#ifdef USE_PLUS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider one octant, the +ve quadrant with x >= y.\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n\n  // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\n  float r = 0.5*v_size.x;\n  p = p - vec2(r, 0.375*r);  // Distance with respect to outside corner\n  float dist = max(p.x, p.y);\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n    // Inside corner\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) ||     defined(USE_SQUARE_X)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  vec2 p2 = abs(p) - v_size/2.0;  // Offset from corner\n  float dist = max(p2.x, p2.y);\n\n  if (line_join != miter_join)\n    dist = max(dist, line_join_distance_no_miter(\n      p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_SQUARE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  // p is in octant between y=0 and y=x.\n  // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\n  // Circular arc that passes through the same points has center at\n  // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\n  // x - 11r/16 = 1.75626 precisely.\n  float r = 0.5*v_size.x;\n  float center_x = r*2.44375;\n  float radius = r*1.75626;\n  float dist = radius - distance(p, vec2(center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8/5) - pi/4)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\n    vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\n\n  return dist;\n}\n#endif\n\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  const float SQRT5 = sqrt(5.0);\n  const float COS72 = 0.25*(SQRT5 - 1.0);\n  const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\n\n  float angle = atan(p.x, p.y);  // In range -pi to +pi clockwise from +y direction.\n  angle = mod(angle, 0.4*PI) - 0.2*PI;  // In range -pi/5 to +pi/5 clockwise from +y direction.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in pi/10 (36 degree) sector.\n\n  // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\n  // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\n  // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\n  float r = 0.5*v_size.x;\n  float a = r*sqrt(5.0 - 2.0*SQRT5);\n  float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\n\n    // Inside corner\n    const float COS36 = sqrt(0.5 + COS72/2.0);\n    const float SIN36 = sqrt(0.5 - COS72/2.0);\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\n  // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\n  // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\n  // and distance from origin of a.  Horizontal line has outward-facing unit normal\n  // vec2(0, 1) and distance from origin of a.\n  float r = 0.5*v_size.x;\n  float a = r*SQRT3/3.0;\n\n  // Only need to consider +ve x.\n#ifdef USE_INVERTED_TRIANGLE\n  p = vec2(abs(p.x), -p.y);\n#else\n  p = vec2(abs(p.x), p.y);\n#endif\n\n  float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a,  // Distance from sloping line.\n                   p.y - a);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_TRIANGLE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  float angle = atan(p.x, -p.y);  // In range -pi to +pi.\n  angle = mod(angle, PI*2.0/3.0) - PI/3.0;  // In range -pi/3 to pi/3.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in range 0 to pi/3.\n  // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\n  // a = r/SQRT3, b = 3a/8 = r SQRT3/8.  Circular arc that passes through the same points has\n  // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\n  // Ignore r factor until the end so can use const.\n  const float a = 1.0/SQRT3;\n  const float b = SQRT3/8.0;\n  const float c = (a-b)/2.0;\n  const float x = (1.0 - c*c) / (2.0*c);\n  const float center_x = x + a;\n  const float radius = x + c;\n  float r = 0.5*v_size.x;\n  float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\n    vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_X\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_Y\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_y(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\n// on antialiasing width.\nfloat distance_to_fraction(in float dist)\n{\n  return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\n}\n\n// Return fraction from 0 (no fill color) to 1 (full fill color).\nfloat fill_fraction(in float dist)\n{\n  return distance_to_fraction(dist);\n}\n\n// Return fraction in range 0 (no line color) to 1 (full line color).\nfloat line_fraction(in float dist)\n{\n  return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\n}\n\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\nvec4 fractional_color(in vec4 color, in float fraction)\n{\n  color.a *= fraction;\n  color.rgb *= color.a;\n  return color;\n}\n\n// Blend colors that have premultiplied alpha.\nvec4 blend_colors(in vec4 src, in vec4 dest)\n{\n  return (1.0 - src.a)*dest + src;\n}\n\n#ifdef APPEND_DOT\nfloat dot_fraction(in vec2 p)\n{\n  // Assuming v_size.x == v_size.y\n  float radius = 0.125*v_size.x;\n  float dot_distance = max(length(p) - radius, -0.5*u_antialias);\n  return fill_fraction(dot_distance);\n}\n#endif\n\n#ifdef HATCH\n// Wrap coordinate(s) by removing integer part to give distance from center of\n// repeat, in the range -0.5 to +0.5.\nfloat wrap(in float x)\n{\n  return fract(x) - 0.5;\n}\n\nvec2 wrap(in vec2 xy)\n{\n  return fract(xy) - 0.5;\n}\n\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\n{\n  float scale = v_hatch_scale; // Hatch repeat distance.\n\n  // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\n  coords = coords / scale;\n  float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\n\n  // Default is to return fraction of zero, i.e. no pattern.\n  float dist = u_antialias;\n\n  if (hatch_pattern == hatch_dot) {\n    const float dot_radius = 0.25;\n    dist = length(wrap(coords)) - dot_radius;\n  }\n  else if (hatch_pattern == hatch_ring) {\n    const float ring_radius = 0.25;\n    dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_line) {\n    dist = abs(wrap(coords.y)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_line) {\n    dist = abs(wrap(coords.x)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_cross) {\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_dash) {\n    // Dashes have square caps.\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.y)),\n               abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_dash) {\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.x)),\n               abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_spiral) {\n    vec2 wrap2 = wrap(coords);\n    float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\n    // Canvas spiral radius increases by scale*pi/15 each rotation.\n    const float dr = PI/15.0;\n    float radius = length(wrap2);\n    // At any angle, spiral lines are equally spaced dr apart.\n    // Find distance to nearest of these lines.\n    float frac = fract((radius - dr*angle) / dr); // 0 to 1.\n    dist = dr*(abs(frac - 0.5));\n    dist = min(dist, radius) - halfwidth; // Consider center point also.\n  }\n  else if (hatch_pattern == hatch_right_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_diagonal_cross) {\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_right_diagonal_dash) {\n    float across = coords.x + coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x - coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_dash) {\n    float across = coords.x - coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x + coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_wave) {\n    float wrapx = wrap(coords.x);\n    float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\n    dist = abs(wrapy) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_wave) {\n    float wrapy = wrap(coords.y);\n    float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\n    dist = abs(wrapx) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_criss_cross) {\n    float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\n\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\n\n    dist = min(plus, X) - halfwidth;\n  }\n\n  return distance_to_fraction(dist*scale);\n}\n#endif\n\nvoid main()\n{\n  int line_cap = int(v_line_cap + 0.5);\n  int line_join = int(v_line_join + 0.5);\n#ifdef HATCH\n  int hatch_pattern = int(v_hatch_pattern + 0.5);\n#endif\n\n  float dist = marker_distance(v_coords, line_cap, line_join);\n\n#ifdef LINE_ONLY\n  vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\n#else\n  float fill_frac = fill_fraction(dist);\n  vec4 color = fractional_color(v_fill_color, fill_frac);\n#endif\n\n#if defined(HATCH) && !defined(LINE_ONLY)\n  if (hatch_pattern > 0 && fill_frac > 0.0) {\n    float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\n    vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\n    color = blend_colors(hatch_color, color);\n  }\n#endif\n\n  float line_frac = line_fraction(dist);\n\n#ifdef APPEND_DOT\n  line_frac = max(line_frac, dot_fraction(v_coords));\n#endif\n#ifdef APPEND_CROSS\n  line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n#ifdef APPEND_CROSS_2\n  vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\n  line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\n#endif\n#ifdef APPEND_X\n  vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\n  line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\n#endif\n#ifdef APPEND_Y\n  line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n\n  if (line_frac > 0.0) {\n    vec4 line_color = fractional_color(v_line_color, line_frac);\n    color = blend_colors(line_color, color);\n  }\n\n  gl_FragColor = color;\n}\n"},
+419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__="BaseMarkerGL",l.missing_point=-1e4},
+420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__="BaseGLGlyph"},
+421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e<t;e++)a[e]=r[e];this.update()}set_from_prop(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=r.get(t);this.update(r.is_Scalar())}set_from_scalar(r,t=4){this.get_sized_array(t).fill(r),this.update(!0)}to_attribute_config(r=0){return{buffer:this.buffer,divisor:this.is_scalar?0:1,normalized:this.is_normalized(),offset:r}}update(r=!1){null==this.buffer?this.buffer=this.regl_wrapper.buffer({usage:"dynamic",data:this.array}):this.buffer({data:this.array}),this.is_scalar=r}}n.__name__="WrappedBuffer";class l extends n{new_array(r){return new Float32Array(r)}}a.Float32Buffer=l,l.__name__="Float32Buffer";class o extends n{new_array(r){return new Uint8Array(r)}set_from_color(r,t,a=4){const e=r.is_Scalar()&&t.is_Scalar(),s=e?a:r.length,i=this.get_sized_array(4*s);for(let a=0;a<s;a++){const[e,s,n,l]=(0,_.color2rgba)(r.get(a),t.get(a));i[4*a]=e,i[4*a+1]=s,i[4*a+2]=n,i[4*a+3]=l}this.update(e)}set_from_hatch_pattern(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=(0,i.hatch_pattern_to_index)(r.get(t));this.update(r.is_Scalar())}set_from_line_cap(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.cap_lookup[r.get(t)];this.update(r.is_Scalar())}set_from_line_join(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.join_lookup[r.get(t)];this.update(r.is_Scalar())}}a.Uint8Buffer=o,o.__name__="Uint8Buffer";class h extends o{is_normalized(){return!0}}a.NormalizedUint8Buffer=h,h.__name__="NormalizedUint8Buffer"},
+422: function _(a,e,r,n,t){n();const i=a(52);r.cap_lookup={butt:0,round:1,square:2},r.join_lookup={miter:0,round:1,bevel:2};const o={blank:0,dot:1,ring:2,horizontal_line:3,vertical_line:4,cross:5,horizontal_dash:6,vertical_dash:7,spiral:8,right_diagonal_line:9,left_diagonal_line:10,diagonal_cross:11,right_diagonal_dash:12,left_diagonal_dash:13,horizontal_wave:14,vertical_wave:15,criss_cross:16};r.hatch_pattern_to_index=function(a){var e,r;return null!==(r=o[null!==(e=i.hatch_aliases[a])&&void 0!==e?e:a])&&void 0!==r?r:0},r.marker_type_to_size_hint=function(a){switch(a){case"dash":return 1;case"dot":return 2;case"diamond":case"diamond_cross":case"diamond_dot":return 3;case"hex":return 4;case"square_pin":return 5;case"inverted_triangle":case"triangle":case"triangle_dot":return 6;case"triangle_pin":return 7;case"star":case"star_dot":return 8;default:return 0}}},
+423: function _(s,t,i,e,r){e();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"circle")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s),i=this._widths.get_sized_array(s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point),i[e]=2*this.glyph.sradius[e];this._centers.update(),this._widths.update(),this._angles.set_from_prop(this.glyph.angle)}}i.CircleGL=l,l.__name__="CircleGL"},
+424: function _(s,t,e,_,h){_();const a=s(419),i=s(421);class l extends a.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}_draw_impl(s,t,e,_){e.data_changed&&(e._set_data(),e.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const h=e.nvertices;null==this._show&&(this._show=new i.Uint8Buffer(this.regl_wrapper));const a=this._show.length,l=this._show.get_sized_array(h);if(s.length<h){this._show_all=!1;for(let s=0;s<h;s++)l[s]=0;for(let t=0;t<s.length;t++)l[s[t]]=255}else if(!this._show_all||a!=h){this._show_all=!0;for(let s=0;s<h;s++)l[s]=255}this._show.update(),this._draw_one_marker_type(_,t,e)}}e.SingleMarkerGL=l,l.__name__="SingleMarkerGL"},
+425: function _(s,t,e,i,h){i();const r=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"hex")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=new r.Float32Buffer(this.regl_wrapper),this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),"pointytop"==this.glyph.model.orientation?(this._angles.set_from_scalar(.5*Math.PI),this._widths.set_from_scalar(2*this.glyph.svy[0]),this._heights.set_from_scalar(4*this.glyph.svx[4]/Math.sqrt(3))):(this._angles.set_from_scalar(0),this._widths.set_from_scalar(2*this.glyph.svx[0]),this._heights.set_from_scalar(4*this.glyph.svy[4]/Math.sqrt(3)))}}e.HexTileGL=l,l.__name__="HexTileGL"},
+426: function _(s,i,t,h,e){h();const _=s(420),l=s(22),a=s(46),n=s(422),o=s(421);class r extends _.BaseGLGlyph{constructor(s,i){super(s,i),this.glyph=i,this._antialias=1.5,this._miter_limit=5}draw(s,i,t){const h=i.glglyph;this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),h.data_changed&&(h._set_data(),h.data_changed=!1);const e=this.glyph.visuals.line,_=n.cap_lookup[e.line_cap.value],l=n.join_lookup[e.line_join.value],a=h._points,o={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[t.width,t.height],pixel_ratio:t.pixel_ratio,line_color:this._color,linewidth:this._linewidth,antialias:this._antialias,miter_limit:this._miter_limit,points:a,show:h._show,nsegments:a.length/2-3,line_join:l,line_cap:_};if(this._is_dashed()){const s=Object.assign(Object.assign({},o),{length_so_far:this._length_so_far,dash_tex:this._dash_tex,dash_tex_info:this._dash_tex_info,dash_scale:this._dash_scale,dash_offset:this._dash_offset});this.regl_wrapper.dashed_line()(s)}else this.regl_wrapper.solid_line()(o)}_is_dashed(){return this._line_dash.length>0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;i<s+1;i++)t[2*i]=this.glyph.sx[i-1],t[2*i+1]=this.glyph.sy[i-1];this._is_closed?(t[0]=t[2*s-2],t[1]=t[2*s-1],t[2*s+2]=t[4],t[2*s+3]=t[5]):(t[0]=0,t[1]=0,t[2*s+2]=0,t[2*s+3]=0),this._points.update(),null==this._show&&(this._show=new o.Uint8Buffer(this.regl_wrapper));const h=this._show.get_sized_array(s+1);let e=isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]);for(let i=1;i<s;i++){const s=isFinite(this.glyph.sx[i])&&isFinite(this.glyph.sy[i]);h[i]=e&&s?1:0,e=s}if(this._is_closed?(h[0]=h[s-1],h[s]=h[1]):(h[0]=0,h[s]=0),this._show.update(),this._is_dashed()){null==this._length_so_far&&(this._length_so_far=new o.Float32Buffer(this.regl_wrapper));const s=this._length_so_far.get_sized_array(i);let e=0;for(let _=0;_<i;_++)s[_]=e,1==h[_+1]&&(e+=Math.sqrt((t[2*_+4]-t[2*_+2])**2+(t[2*_+5]-t[2*_+3])**2));this._length_so_far.update()}}_set_visuals(){const s=this.glyph.visuals.line,i=(0,l.color2rgba)(s.line_color.value,s.line_alpha.value);this._color=i.map((s=>s/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__="LineGL"},
+427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r<s;r++){const s=this.glyph.sleft[r],h=this.glyph.sright[r],n=this.glyph.stop[r],_=this.glyph.sbottom[r];isFinite(s)&&isFinite(h)&&isFinite(n)&&isFinite(_)?(t[2*r]=(s+h)/2,t[2*r+1]=(n+_)/2,i[r]=Math.abs(n-_),e[r]=Math.abs(h-s)):(t[2*r]=a.SingleMarkerGL.missing_point,t[2*r+1]=a.SingleMarkerGL.missing_point,i[r]=a.SingleMarkerGL.missing_point,e[r]=a.SingleMarkerGL.missing_point)}this._centers.update(),this._heights.update(),this._widths.update()}}i.LRTBGL=n,n.__name__="LRTBGL"},
+428: function _(s,t,e,i,_){i();const h=s(419),r=s(421);class a extends h.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){const i=t.glglyph;i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const _=i.nvertices;null==this._show&&(this._show=new r.Uint8Buffer(this.regl_wrapper));const h=i._unique_marker_types.length;for(const t of i._unique_marker_types){if(null==t)continue;let r=_;const a=this._show.length,n=this._show.get_sized_array(_);if(h>1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=h.BaseMarkerGL.missing_point,t[2*e+1]=h.BaseMarkerGL.missing_point);this._centers.update(),this._widths.set_from_prop(this.glyph.size),this._angles.set_from_prop(this.glyph.angle),this._marker_types=this.glyph.marker,this._unique_marker_types=[...new Set(this._marker_types)]}}e.MultiMarkerGL=a,a.__name__="MultiMarkerGL"},
+429: function _(s,t,e,i,r){i();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),this._widths.set_from_array(this.glyph.sw),this._heights.set_from_array(this.glyph.sh),this._angles.set_from_prop(this.glyph.angle)}}e.RectGL=l,l.__name__="RectGL"},
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+    </script>
+    <script type="text/javascript">
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+            (function(root) {
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+              root.Bokeh.embed.embed_items(docs_json, render_items);
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+        if (document.readyState != "loading") fn();
+        else document.addEventListener("DOMContentLoaded", fn);
+      })();
+    </script>
+  </body>
+</html><figcaption>
+<p><span class="caption-number">Figure 8 </span><span class="caption-text"><span class="caption-text">
+Memory usage during benchmark</span><a class="headerlink" href="#performance-and-classification-of-buildlocalcputvmtensorflowclassificationjsonbuild-local-cpu-tvm-tensorflow-classification-json-memusage" title="Permalink to this image">¶</a></figcaption>
+</figure>
+<ul class="simple">
+<li><p><em>Mean</em>: <strong>9.432552301255232 %</strong>,</p></li>
+<li><p><em>Standard deviation</em>: <strong>0.04738973531823806 %</strong>,</p></li>
+<li><p><em>Median</em>: <strong>9.4 %</strong>.</p></li>
+</ul>
+<h2 id="inference-quality-metrics-for-build-local-cpu-tvm-tensorflow-classification-json">Inference quality metrics for build.local-cpu-tvm-tensorflow-classification.json<a class="headerlink" href="#inference-quality-metrics-for-build-local-cpu-tvm-tensorflow-classification-json" title="Permalink to this heading">¶</a></h2>
+<figure class="align-center" id="performance-and-classification-of-buildlocalcputvmtensorflowclassificationjsonbuild-local-cpu-tvm-tensorflow-classification-json-confusionmatrix">
+<!DOCTYPE html>
+<html lang="en">
+  <head>
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+    <title>Bokeh Plot</title>
+    <script type="text/javascript">
+        /* BEGIN bokeh.min.js */
+/*!
+ * Copyright (c) 2012 - 2022, Anaconda, Inc., and Bokeh Contributors
+ * All rights reserved.
+ * 
+ * Redistribution and use in source and binary forms, with or without modification,
+ * are permitted provided that the following conditions are met:
+ * 
+ * Redistributions of source code must retain the above copyright notice,
+ * this list of conditions and the following disclaimer.
+ * 
+ * Redistributions in binary form must reproduce the above copyright notice,
+ * this list of conditions and the following disclaimer in the documentation
+ * and/or other materials provided with the distribution.
+ * 
+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
+ * without specific prior written permission.
+ * 
+ * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
+ * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
+ * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
+ * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
+ * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
+ * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
+ * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
+ * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF
+ * THE POSSIBILITY OF SUCH DAMAGE.
+ */
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+  const bokeh = factory();
+  bokeh.__bokeh__ = true;
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+  Bokeh[bokeh.version] = bokeh;
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+function _(e,t,s,o,n){o();const i=e(1),r=e(7),l=e(3),_=e(19),a=e(251),c=e(14),d=e(30),h=e(15),f=e(17),u=e(31),m=e(29),g=e(9),v=e(13),p=(0,i.__importStar)(e(77)),w=e(26),b=e(8),y=e(309),k=e(75),M=e(53),j=e(396),z=e(35);class S{constructor(e){this.document=e,this.session=null,this.subscribed_models=new Set}send_event(e){const t=new z.MessageSentEvent(this.document,"bokeh_event",e.to_json());this.document._trigger_on_change(t)}trigger(e){for(const t of this.subscribed_models)null!=e.origin&&e.origin!=t||t._process_event(e)}}s.EventManager=S,S.__name__="EventManager",s.documents=[],s.DEFAULT_TITLE="Bokeh Application";class E{constructor(e){var t;s.documents.push(this),this._init_timestamp=Date.now(),this._resolver=null!==(t=null==e?void 0:e.resolver)&&void 0!==t?t:new r.ModelResolver,this._title=s.DEFAULT_TITLE,this._roots=[],this._all_models=new Map,this._all_models_freeze_count=0,this._callbacks=new Map,this._message_callbacks=new Map,this.event_manager=new S(this),this.idle=new h.Signal0(this,"idle"),this._idle_roots=new WeakMap,this._interactive_timestamp=null,this._interactive_plot=null}get layoutables(){return this._roots.filter((e=>e instanceof y.LayoutDOM))}get is_idle(){for(const e of this.layoutables)if(!this._idle_roots.has(e))return!1;return!0}notify_idle(e){this._idle_roots.set(e,!0),this.is_idle&&(_.logger.info(`document idle at ${Date.now()-this._init_timestamp} ms`),this.event_manager.send_event(new a.DocumentReady),this.idle.emit())}clear(){this._push_all_models_freeze();try{for(;this._roots.length>0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}}interactive_start(e,t=null){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new a.LODStart)),this._interactive_finalize=t,this._interactive_timestamp=Date.now()}interactive_stop(){null!=this._interactive_plot&&(this._interactive_plot.trigger_event(new a.LODEnd),null!=this._interactive_finalize&&this._interactive_finalize()),this._interactive_plot=null,this._interactive_timestamp=null,this._interactive_finalize=null}interactive_duration(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp}destructively_move(e){if(e===this)throw new Error("Attempted to overwrite a document with itself");e.clear();const t=(0,g.copy)(this._roots);this.clear();for(const e of t)if(null!=e.document)throw new Error(`Somehow we didn't detach ${e}`);if(0!=this._all_models.size)throw new Error(`this._all_models still had stuff in it: ${this._all_models}`);for(const s of t)e.add_root(s);e.set_title(this._title)}_push_all_models_freeze(){this._all_models_freeze_count+=1}_pop_all_models_freeze(){this._all_models_freeze_count-=1,0===this._all_models_freeze_count&&this._recompute_all_models()}_invalidate_all_models(){_.logger.debug("invalidating document models"),0===this._all_models_freeze_count&&this._recompute_all_models()}_recompute_all_models(){let e=new Set;for(const t of this._roots)e=p.union(e,t.references());const t=new Set(this._all_models.values()),s=p.difference(t,e),o=p.difference(e,t),n=new Map;for(const t of e)n.set(t.id,t);for(const e of s)e.detach_document();for(const e of o)e.attach_document(this);this._all_models=n}roots(){return this._roots}add_root(e,t){if(_.logger.debug(`Adding root: ${e}`),!(0,g.includes)(this._roots,e)){this._push_all_models_freeze();try{this._roots.push(e)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootAddedEvent(this,e,t))}}remove_root(e,t){const s=this._roots.indexOf(e);if(!(s<0)){this._push_all_models_freeze();try{this._roots.splice(s,1)}finally{this._pop_all_models_freeze()}this._trigger_on_change(new z.RootRemovedEvent(this,e,t))}}title(){return this._title}set_title(e,t){e!==this._title&&(this._title=e,this._trigger_on_change(new z.TitleChangedEvent(this,e,t)))}get_model_by_id(e){var t;return null!==(t=this._all_models.get(e))&&void 0!==t?t:null}get_model_by_name(e){const t=[];for(const s of this._all_models.values())s instanceof M.Model&&s.name==e&&t.push(s);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error(`Multiple models are named '${e}'`)}}on_message(e,t){const s=this._message_callbacks.get(e);null==s?this._message_callbacks.set(e,new Set([t])):s.add(t)}remove_on_message(e,t){var s;null===(s=this._message_callbacks.get(e))||void 0===s||s.delete(t)}_trigger_on_message(e,t){const s=this._message_callbacks.get(e);if(null!=s)for(const e of s)e(t)}on_change(e,t=!1){this._callbacks.has(e)||this._callbacks.set(e,t)}remove_on_change(e){this._callbacks.delete(e)}_trigger_on_change(e){for(const[t,s]of this._callbacks)if(!s&&e instanceof z.DocumentEventBatch)for(const s of e.events)t(s);else t(e)}_notify_change(e,t,s,o,n){this._trigger_on_change(new z.ModelChangedEvent(this,e,t,s,o,null==n?void 0:n.setter_id,null==n?void 0:n.hint))}static _instantiate_object(e,t,s,o){const n=Object.assign(Object.assign({},s),{id:e,__deferred__:!0});return new(o.get(t))(n)}static _instantiate_references_json(e,t,s){var o;const n=new Map;for(const i of e){const e=i.id,r=i.type,l=null!==(o=i.attributes)&&void 0!==o?o:{};let _=t.get(e);null==_&&(_=E._instantiate_object(e,r,l,s),null!=i.subtype&&_.set_subtype(i.subtype)),n.set(_.id,_)}return n}static _resolve_refs(e,t,s,o){function n(e){var i;if((0,f.is_ref)(e)){const o=null!==(i=t.get(e.id))&&void 0!==i?i:s.get(e.id);if(null!=o)return o;throw new Error(`reference ${JSON.stringify(e)} isn't known (not in Document?)`)}if((0,u.is_NDArray_ref)(e)){const{buffer:t,dtype:s,shape:n}=(0,u.decode_NDArray)(e,o);return(0,m.ndarray)(t,{dtype:s,shape:n})}return(0,b.isArray)(e)?function(e){const t=[];for(const s of e)t.push(n(s));return t}(e):(0,b.isPlainObject)(e)?function(e){const t={};for(const[s,o]of(0,v.entries)(e))t[s]=n(o);return t}(e):e}return n(e)}static _initialize_references_json(e,t,s,o){const n=new Map;for(const{id:i,attributes:r}of e){const e=!t.has(i),l=e?s.get(i):t.get(i),_=E._resolve_refs(r,t,s,o);l.setv(_,{silent:!0}),n.set(i,{instance:l,is_new:e})}const i=[],r=new Set;function l(e){if(e instanceof c.HasProps){if(n.has(e.id)&&!r.has(e.id)){r.add(e.id);const{instance:t,is_new:s}=n.get(e.id),{attributes:o}=t;for(const e of(0,v.values)(o))l(e);s&&(t.finalize(),i.push(t))}}else if((0,b.isArray)(e))for(const t of e)l(t);else if((0,b.isPlainObject)(e))for(const t of(0,v.values)(e))l(t)}for(const e of n.values())l(e.instance);for(const e of i)e.connect_signals()}static _event_for_attribute_change(e,t,s,o,n){if(o.get_model_by_id(e.id).property(t).syncable){const i={kind:"ModelChanged",model:{id:e.id},attr:t,new:s};return c.HasProps._json_record_references(o,s,n,{recursive:!0}),i}return null}static _events_to_sync_objects(e,t,s,o){const n=Object.keys(e.attributes),i=Object.keys(t.attributes),r=(0,g.difference)(n,i),l=(0,g.difference)(i,n),a=(0,g.intersection)(n,i),c=[];for(const e of r)_.logger.warn(`Server sent key ${e} but we don't seem to have it in our JSON`);for(const n of l){const i=t.attributes[n];c.push(E._event_for_attribute_change(e,n,i,s,o))}for(const n of a){const i=e.attributes[n],r=t.attributes[n];null==i&&null==r||(null==i||null==r?c.push(E._event_for_attribute_change(e,n,r,s,o)):"data"==n||(0,w.is_equal)(i,r)||c.push(E._event_for_attribute_change(e,n,r,s,o)))}return c.filter((e=>null!=e))}static _compute_patch_since_json(e,t){const s=t.to_json(!1);function o(e){const t=new Map;for(const s of e.roots.references)t.set(s.id,s);return t}const n=o(e),i=new Map,r=[];for(const t of e.roots.root_ids)i.set(t,n.get(t)),r.push(t);const l=o(s),_=new Map,a=[];for(const e of s.roots.root_ids)_.set(e,l.get(e)),a.push(e);if(r.sort(),a.sort(),(0,g.difference)(r,a).length>0||(0,g.difference)(a,r).length>0)throw new Error("Not implemented: computing add/remove of document roots");const c=new Set;let h=[];for(const e of t._all_models.keys())if(n.has(e)){const s=E._events_to_sync_objects(n.get(e),l.get(e),t,c);h=h.concat(s)}const f=new d.Serializer({include_defaults:!1});return f.to_serializable([...c]),{references:[...f.definitions],events:h}}to_json_string(e=!0){return JSON.stringify(this.to_json(e))}to_json(e=!0){const t=new d.Serializer({include_defaults:e}),s=t.to_serializable(this._roots);return{version:l.version,title:this._title,roots:{root_ids:s.map((e=>e.id)),references:[...t.definitions]}}}static from_json_string(e){const t=JSON.parse(e);return E.from_json(t)}static from_json(e){_.logger.debug("Creating Document from JSON");const t=e.version,s=-1!==t.indexOf("+")||-1!==t.indexOf("-"),o=`Library versions: JS (${l.version}) / Python (${t})`;s||l.version.replace(/-(dev|rc)\./,"$1")==t?_.logger.debug(o):(_.logger.warn("JS/Python version mismatch"),_.logger.warn(o));const n=new r.ModelResolver;null!=e.defs&&(0,j.resolve_defs)(e.defs,n);const i=e.roots,a=i.root_ids,c=i.references,d=E._instantiate_references_json(c,new Map,n);E._initialize_references_json(c,new Map,d,new Map);const h=new E({resolver:n});h._push_all_models_freeze();for(const e of a){const t=d.get(e);null!=t&&h.add_root(t)}return h._pop_all_models_freeze(),h.set_title(e.title),h}replace_with_json(e){E.from_json(e).destructively_move(this)}create_json_patch_string(e){return JSON.stringify(this.create_json_patch(e))}create_json_patch(e){for(const t of e)if(t.document!=this)throw new Error("Cannot create a patch using events from a different document");const t=new d.Serializer,s=t.to_serializable(e);for(const e of this._all_models.values())t.remove_def(e);return{events:s,references:[...t.definitions]}}apply_json_patch(e,t=new Map,s){const o=e.references,n=e.events,i=E._instantiate_references_json(o,this._all_models,this._resolver);t instanceof Map||(t=new Map(t));for(const e of n)switch(e.kind){case"RootAdded":case"RootRemoved":case"ModelChanged":{const t=e.model.id,s=this._all_models.get(t);if(null!=s)i.set(t,s);else if(!i.has(t))throw _.logger.warn(`Got an event for unknown model ${e.model}"`),new Error("event model wasn't known");break}}const r=new Map(this._all_models),l=new Map;for(const[e,t]of i)r.has(e)||l.set(e,t);E._initialize_references_json(o,r,l,t);for(const e of n)switch(e.kind){case"MessageSent":{const{msg_type:s,msg_data:o}=e;let n;if(void 0===o){if(1!=t.size)throw new Error("expected exactly one buffer");{const[[,e]]=t;n=e}}else n=E._resolve_refs(o,r,l,t);this._trigger_on_message(s,n);break}case"ModelChanged":{const o=e.model.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot apply patch to ${o} which is not in the document`);const i=e.attr,_=E._resolve_refs(e.new,r,l,t);n.setv({[i]:_},{setter_id:s});break}case"ColumnDataChanged":{const o=e.column_source.id,n=this._all_models.get(o);if(null==n)throw new Error(`Cannot stream to ${o} which is not in the document`);const i=E._resolve_refs(e.new,new Map,new Map,t);if(null!=e.cols)for(const e in n.data)e in i||(i[e]=n.data[e]);n.setv({data:i},{setter_id:s,check_eq:!1});break}case"ColumnsStreamed":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot stream to ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot stream to non-ColumnDataSource");const n=e.data,i=e.rollover;o.stream(n,i,s);break}case"ColumnsPatched":{const t=e.column_source.id,o=this._all_models.get(t);if(null==o)throw new Error(`Cannot patch ${t} which is not in the document`);if(!(o instanceof k.ColumnDataSource))throw new Error("Cannot patch non-ColumnDataSource");const n=e.patches;o.patch(n,s);break}case"RootAdded":{const t=e.model.id,o=i.get(t);this.add_root(o,s);break}case"RootRemoved":{const t=e.model.id,o=i.get(t);this.remove_root(o,s);break}case"TitleChanged":this.set_title(e.title,s);break;default:throw new Error(`Unknown patch event ${JSON.stringify(e)}`)}}}s.Document=E,E.__name__="Document"},
+function _(e,o,s,r,t){r();const l=e(1),i=e(8),d=e(13),n=e(14);s.overrides={};const a=new Map;s.Models=e=>{const o=s.Models.get(e);if(null!=o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)},s.Models.get=e=>{var o;return null!==(o=s.overrides[e])&&void 0!==o?o:a.get(e)},s.Models.register=(e,o)=>{s.overrides[e]=o},s.Models.unregister=e=>{delete s.overrides[e]},s.Models.register_models=(e,o=!1,s)=>{var r;if(null!=e)for(const t of(0,i.isArray)(e)?e:(0,d.values)(e))if(r=t,(0,i.isObject)(r)&&r.prototype instanceof n.HasProps){const e=t.__qualified__;o||!a.has(e)?a.set(e,t):null!=s?s(e):console.warn(`Model '${e}' was already registered`)}},s.register_models=s.Models.register_models,s.Models.registered_names=()=>[...a.keys()];class _{constructor(){this._known_models=new Map}get(e,o){var r;const t=null!==(r=s.Models.get(e))&&void 0!==r?r:this._known_models.get(e);if(null!=t)return t;if(void 0!==o)return o;throw new Error(`Model '${e}' does not exist. This could be due to a widget or a custom model not being registered before first usage.`)}register(e){const o=e.__qualified__;null==this.get(o,null)?this._known_models.set(o,e):console.warn(`Model '${o}' was already registered with this resolver`)}}s.ModelResolver=_,_.__name__="ModelResolver";const g=(0,l.__importStar)(e(38));(0,s.register_models)(g);const u=(0,l.__importStar)(e(392));(0,s.register_models)(u)},
+function _(n,t,r,e,i){e();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const o=n(9),u=Object.prototype.toString;function c(n){return!0===n||!1===n||"[object Boolean]"===u.call(n)}function f(n){return"[object Number]"===u.call(n)}function l(n){return"[object String]"===u.call(n)}function s(n){return"symbol"==typeof n}function a(n){const t=typeof n;return"function"===t||"object"===t&&!!n}function b(n){return a(n)&&void 0!==n[Symbol.iterator]}r.isBoolean=c,r.isNumber=f,r.isInteger=function(n){return f(n)&&Number.isInteger(n)},r.isString=l,r.isSymbol=s,r.isPrimitive=function(n){return null===n||c(n)||f(n)||l(n)||s(n)},r.isFunction=function(n){return"[object Function]"===u.call(n)},r.isArray=function(n){return Array.isArray(n)},r.isArrayOf=function(n,t){return(0,o.every)(n,t)},r.isArrayableOf=function(n,t){for(let r=0,e=n.length;r<e;r++)if(!t(n[r]))return!1;return!0},r.isTypedArray=function(n){return ArrayBuffer.isView(n)&&!(n instanceof DataView)},r.isObject=a,r.isPlainObject=function(n){return a(n)&&(null==n.constructor||n.constructor===Object)},r.isIterable=b,r.isArrayable=function(n){return b(n)&&"length"in n}},
+function _(n,t,e,r,o){r();
+//     (c) 2009-2015 Jeremy Ashkenas, DocumentCloud and Investigative Reporters & Editors
+//     Underscore may be freely distributed under the MIT license.
+const i=n(10),u=n(11),c=n(12);o("map",c.map),o("reduce",c.reduce),o("min",c.min),o("min_by",c.min_by),o("max",c.max),o("max_by",c.max_by),o("sum",c.sum),o("cumsum",c.cumsum),o("every",c.every),o("some",c.some),o("find",c.find),o("find_last",c.find_last),o("find_index",c.find_index),o("find_last_index",c.find_last_index),o("sorted_index",c.sorted_index),o("is_empty",c.is_empty);const f=Array.prototype.slice;function s(n){return f.call(n)}function a(n){return[].concat(...n)}function l(n,t){return-1!==n.indexOf(t)}function m(n,t,e=1){(0,u.assert)(e>0,"'step' must be a positive number"),null==t&&(t=n,n=0);const{max:r,ceil:o,abs:i}=Math,c=n<=t?e:-e,f=r(o(i(t-n)/e),0),s=new Array(f);for(let t=0;t<f;t++,n+=c)s[t]=n;return s}e.head=function(n){return n[0]},e.tail=function(n){return n[n.length-1]},e.last=function(n){return n[n.length-1]},e.copy=s,e.concat=a,e.includes=l,e.contains=l,e.nth=function(n,t){return n[t>=0?t:n.length+t]},e.zip=function(...n){if(0==n.length)return[];const t=(0,c.min)(n.map((n=>n.length))),e=n.length,r=new Array(t);for(let o=0;o<t;o++){r[o]=new Array(e);for(let t=0;t<e;t++)r[o][t]=n[t][o]}return r},e.unzip=function(n){const t=n.length,e=(0,c.min)(n.map((n=>n.length))),r=Array(e);for(let n=0;n<e;n++)r[n]=new Array(t);for(let o=0;o<t;o++)for(let t=0;t<e;t++)r[t][o]=n[o][t];return r},e.range=m,e.linspace=function(n,t,e=100){const r=(t-n)/(e-1),o=new Array(e);for(let t=0;t<e;t++)o[t]=n+r*t;return o},e.transpose=function(n){const t=n.length,e=n[0].length,r=[];for(let o=0;o<e;o++){r[o]=[];for(let e=0;e<t;e++)r[o][e]=n[e][o]}return r},e.argmin=function(n){return(0,c.min_by)(m(n.length),(t=>n[t]))},e.argmax=function(n){return(0,c.max_by)(m(n.length),(t=>n[t]))},e.sort_by=function(n,t){const e=n.map(((n,e)=>({value:n,index:e,key:t(n)})));return e.sort(((n,t)=>{const e=n.key,r=t.key;if(e!==r){if(e>r||void 0===e)return 1;if(e<r||void 0===r)return-1}return n.index-t.index})),e.map((n=>n.value))},e.uniq=function(n){const t=new Set;for(const e of n)t.add(e);return[...t]},e.uniq_by=function(n,t){const e=[],r=[];for(const o of n){const n=t(o);l(r,n)||(r.push(n),e.push(o))}return e},e.union=function(...n){const t=new Set;for(const e of n)for(const n of e)t.add(n);return[...t]},e.intersection=function(n,...t){const e=[];n:for(const r of n)if(!l(e,r)){for(const n of t)if(!l(n,r))continue n;e.push(r)}return e},e.difference=function(n,...t){const e=a(t);return n.filter((n=>!l(e,n)))},e.remove_at=function(n,t){const e=s(n);return e.splice(t,1),e},e.remove_by=function(n,t){for(let e=0;e<n.length;)t(n[e])?n.splice(e,1):e++},e.shuffle=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++){const t=(0,i.randomIn)(0,r);t!==r&&(e[r]=e[t]),e[t]=n[r]}return e},e.pairwise=function(n,t){const e=n.length,r=new Array(e-1);for(let o=0;o<e-1;o++)r[o]=t(n[o],n[o+1]);return r},e.reversed=function(n){const t=n.length,e=new Array(t);for(let r=0;r<t;r++)e[t-r-1]=n[r];return e},e.repeat=function(n,t){const e=new Array(t);for(let r=0;r<t;r++)e[r]=n;return e}},
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n)e.change.emit();if(!r){if(!t.no_change)for(;this._pending;)this._pending=!1,this.change.emit();this._pending=!1,this._changing=!1}}setv(e,t={}){const s=(0,l.entries)(e);if(0==s.length)return;if(!0===t.silent){this._watchers=new WeakMap;for(const[e,t]of s)this.properties[e].set_value(t);return}const n=new Map,r=new Map;for(const[e,t]of s){const s=this.properties[e];n.set(s,t),r.set(s,s.get_value())}this._setv(n,t);const{document:i}=this;if(null!=i){const e=[];for(const[t,s]of r)e.push([t,s,t.get_value()]);for(const[,t,s]of e)if(this._needs_invalidate(t,s)){i._invalidate_all_models();break}this._push_changes(e,t)}}getv(e){return this.property(e).get_value()}ref(){return{id:this.id}}struct(){const e={type:this.type,id:this.id,attributes:{}};return null!=this._subtype&&(e.subtype=this._subtype),e}set_subtype(e){this._subtype=e}*[Symbol.iterator](){yield*(0,l.values)(this.properties)}*syncable_properties(){for(const e of this)e.syncable&&(yield e)}serializable_attributes(){const e={};for(const t of this.syncable_properties())e[t.attr]=t.get_value();return e}static _json_record_references(e,t,s,n){const{recursive:r}=n;if((0,a.is_ref)(t)){const n=e.get_model_by_id(t.id);null==n||s.has(n)||w._value_record_references(n,s,{recursive:r})}else if((0,f.isArray)(t))for(const n of t)w._json_record_references(e,n,s,{recursive:r});else if((0,f.isPlainObject)(t))for(const n of(0,l.values)(t))w._json_record_references(e,n,s,{recursive:r})}static _value_record_references(e,t,s){const{recursive:n}=s;if(e instanceof w){if(!t.has(e)&&(t.add(e),n))for(const s of e.syncable_properties()){const e=s.get_value();w._value_record_references(e,t,{recursive:n})}}else if((0,f.isArray)(e))for(const s of e)w._value_record_references(s,t,{recursive:n});else if((0,f.isPlainObject)(e))for(const s of(0,l.values)(e))w._value_record_references(s,t,{recursive:n})}references(){const e=new Set;return w._value_record_references(this,e,{recursive:!0}),e}_doc_attached(){}_doc_detached(){}attach_document(e){if(null!=this.document&&this.document!=e)throw new Error("models must be owned by only a single document");this.document=e,this._doc_attached()}detach_document(){this._doc_detached(),this.document=null}_needs_invalidate(e,t){const s=new Set;w._value_record_references(t,s,{recursive:!1});const n=new Set;w._value_record_references(e,n,{recursive:!1});for(const e of s)if(!n.has(e))return!0;for(const e of n)if(!s.has(e))return!0;return!1}_push_changes(e,t={}){if(!this.is_syncable)return;const{document:s}=this;if(null==s)return;const{setter_id:n}=t,r=[];for(const[t,i,o]of e)t.syncable&&r.push(new g.ModelChangedEvent(s,this,t.attr,i,o,n));if(0!=r.length){let e;1==r.length?[e]=r:e=new g.DocumentEventBatch(s,r,n),s._trigger_on_change(e)}}on_change(e,t){for(const s of(0,f.isArray)(e)?e:[e])this.connect(s.change,t)}}s.HasProps=w,(o=w).prototype._props={},o.prototype._mixins=[]},
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q{valid(e){return(0,m.isNumber)(e)&&0<=e&&e<=1}}n.Percent=B,B.__name__="Percent";class F extends f{valid(e){return(0,m.isString)(e)}}n.String=F,F.__name__="String";class D extends f{valid(e){return null===e||(0,m.isString)(e)}}n.NullString=D,D.__name__="NullString";class U extends F{}n.FontSize=U,U.__name__="FontSize";class M extends F{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.Font=M,M.__name__="Font";class R extends f{valid(e){return(0,m.isString)(e)&&(0,_.includes)(this.enum_values,e)}}function k(e){return class extends R{get enum_values(){return[...e]}}}n.EnumProperty=R,R.__name__="EnumProperty",n.Enum=k;class O extends R{get enum_values(){return[...o.Direction]}normalize(e){const t=new Uint8Array(e.length);for(let n=0;n<e.length;n++)switch(e[n]){case"clock":t[n]=0;break;case"anticlock":t[n]=1}return t}}n.Direction=O,O.__name__="Direction",n.Anchor=k(o.Anchor),n.AngleUnits=k(o.AngleUnits),n.BoxOrigin=k(o.BoxOrigin),n.ButtonType=k(o.ButtonType),n.CalendarPosition=k(o.CalendarPosition),n.Dimension=k(o.Dimension),n.Dimensions=k(o.Dimensions),n.Distribution=k(o.Distribution),n.FontStyle=k(o.FontStyle),n.HatchPatternType=k(o.HatchPatternType),n.HTTPMethod=k(o.HTTPMethod),n.HexTileOrientation=k(o.HexTileOrientation),n.HoverMode=k(o.HoverMode),n.LatLon=k(o.LatLon),n.LegendClickPolicy=k(o.LegendClickPolicy),n.LegendLocation=k(o.LegendLocation),n.LineCap=k(o.LineCap),n.LineJoin=k(o.LineJoin),n.LinePolicy=k(o.LinePolicy),n.Location=k(o.Location),n.Logo=k(o.Logo),n.MarkerType=k(o.MarkerType),n.MutedPolicy=k(o.MutedPolicy),n.Orientation=k(o.Orientation),n.OutputBackend=k(o.OutputBackend),n.PaddingUnits=k(o.PaddingUnits),n.Place=k(o.Place),n.PointPolicy=k(o.PointPolicy),n.RadiusDimension=k(o.RadiusDimension),n.RenderLevel=k(o.RenderLevel),n.RenderMode=k(o.RenderMode),n.ResetPolicy=k(o.ResetPolicy),n.RoundingFunction=k(o.RoundingFunction),n.Side=k(o.Side),n.SizingMode=k(o.SizingMode),n.Sort=k(o.Sort),n.SpatialUnits=k(o.SpatialUnits),n.StartEnd=k(o.StartEnd),n.StepMode=k(o.StepMode),n.TapBehavior=k(o.TapBehavior),n.TextAlign=k(o.TextAlign),n.TextBaseline=k(o.TextBaseline),n.TextureRepetition=k(o.TextureRepetition),n.TickLabelOrientation=k(o.TickLabelOrientation),n.TooltipAttachment=k(o.TooltipAttachment),n.UpdateMode=k(o.UpdateMode),n.VerticalAlign=k(o.VerticalAlign);class E extends f{get_value(){const{value:e,expr:t,transform:n}=this.spec;return null!=t||null!=n?this.spec:e}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}uniform(e){var t;const{expr:n,value:r,transform:a}=this.spec,i=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=n.compute(e);return null!=a&&(t=a.compute(t)),t=this.materialize(t),this.scalar(t,i)}{let e=r;return null!=a&&(e=a.compute(e)),e=this.materialize(e),this.scalar(e,i)}}}n.ScalarSpec=E,E.__name__="ScalarSpec";class V extends E{}n.AnyScalar=V,V.__name__="AnyScalar";class $ extends E{}n.ColorScalar=$,$.__name__="ColorScalar";class I extends E{}n.NumberScalar=I,I.__name__="NumberScalar";class J extends E{}n.StringScalar=J,J.__name__="StringScalar";class X extends E{}n.NullStringScalar=X,X.__name__="NullStringScalar";class Y extends E{}n.ArrayScalar=Y,Y.__name__="ArrayScalar";class H extends E{}n.LineJoinScalar=H,H.__name__="LineJoinScalar";class j extends E{}n.LineCapScalar=j,j.__name__="LineCapScalar";class G extends E{}n.LineDashScalar=G,G.__name__="LineDashScalar";class K extends E{_default_override(){return h.settings.dev?"Bokeh":void 0}}n.FontScalar=K,K.__name__="FontScalar";class Q extends E{}n.FontSizeScalar=Q,Q.__name__="FontSizeScalar";class W extends E{}n.FontStyleScalar=W,W.__name__="FontStyleScalar";class Z extends E{}n.TextAlignScalar=Z,Z.__name__="TextAlignScalar";class ee extends E{}n.TextBaselineScalar=ee,ee.__name__="TextBaselineScalar";class te extends f{get_value(){return null===this.spec.value?null:this.spec}_update(e){g(e)?this.spec=e:this.spec={value:e},null!=this.spec.value&&this.validate(this.spec.value)}materialize(e){return e}v_materialize(e){return e}scalar(e,t){return new y.UniformScalar(e,t)}vector(e){return new y.UniformVector(e)}uniform(e){var t;const{field:n,expr:r,value:a,transform:i}=this.spec,s=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=n){let t=e.get_column(n);return null!=t?(null!=i&&(t=i.v_compute(t)),t=this.v_materialize(t),this.vector(t)):(l.logger.warn(`attempted to retrieve property array for nonexistent field '${n}'`),this.scalar(null,s))}if(null!=r){let t=r.v_compute(e);return null!=i&&(t=i.v_compute(t)),t=this.v_materialize(t),this.vector(t)}{let e=a;return null!=i&&(e=i.compute(e)),e=this.materialize(e),this.scalar(e,s)}}array(e){var t;let n;const r=null!==(t=e.get_length())&&void 0!==t?t:1;if(null!=this.spec.field){const t=e.get_column(this.spec.field);if(null!=t)n=this.normalize(t);else{l.logger.warn(`attempted to retrieve property array for nonexistent field '${this.spec.field}'`);const e=new Float64Array(r);e.fill(NaN),n=e}}else if(null!=this.spec.expr)n=this.normalize(this.spec.expr.v_compute(e));else{const e=this._value(!1);if((0,m.isNumber)(e)){const t=new Float64Array(r);t.fill(e),n=t}else n=(0,_.repeat)(e,r)}return null!=this.spec.transform&&(n=this.spec.transform.v_compute(n)),n}}n.VectorSpec=te,te.__name__="VectorSpec";class ne extends te{}n.DataSpec=ne,ne.__name__="DataSpec";class re extends te{_update(e){super._update(e);const{units:t}=this.spec;if(null!=t&&!(0,_.includes)(this.valid_units,t))throw new Error(`units must be one of ${this.valid_units.join(", ")}; got: ${t}`)}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:this.default_units}set units(e){e!=this.default_units?this.spec.units=e:delete this.spec.units}}n.UnitsSpec=re,re.__name__="UnitsSpec";class ae extends re{array(e){return new Float64Array(super.array(e))}}n.NumberUnitsSpec=ae,ae.__name__="NumberUnitsSpec";class ie extends ne{}n.BaseCoordinateSpec=ie,ie.__name__="BaseCoordinateSpec";class se extends ie{}n.CoordinateSpec=se,se.__name__="CoordinateSpec";class le extends ie{}n.CoordinateSeqSpec=le,le.__name__="CoordinateSeqSpec";class oe extends ie{}n.CoordinateSeqSeqSeqSpec=oe,oe.__name__="CoordinateSeqSeqSeqSpec";class ce extends se{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSpec=ce,ce.__name__="XCoordinateSpec";class _e extends se{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSpec=_e,_e.__name__="YCoordinateSpec";class ue extends le{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSeqSpec=ue,ue.__name__="XCoordinateSeqSpec";class de extends le{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSeqSpec=de,de.__name__="YCoordinateSeqSpec";class Se extends oe{constructor(){super(...arguments),this.dimension="x"}}n.XCoordinateSeqSeqSeqSpec=Se,Se.__name__="XCoordinateSeqSeqSeqSpec";class pe extends oe{constructor(){super(...arguments),this.dimension="y"}}n.YCoordinateSeqSeqSeqSpec=pe,pe.__name__="YCoordinateSeqSeqSeqSpec";class me extends ae{get default_units(){return"rad"}get valid_units(){return[...o.AngleUnits]}materialize(e){return e*-(0,d.to_radians_coeff)(this.units)}v_materialize(e){const t=-(0,d.to_radians_coeff)(this.units),n=new Float32Array(e.length);return(0,u.mul)(e,t,n),n}array(e){throw new Error("not supported")}}n.AngleSpec=me,me.__name__="AngleSpec";class he extends ae{get default_units(){return"data"}get valid_units(){return[...o.SpatialUnits]}}n.DistanceSpec=he,he.__name__="DistanceSpec";class ve extends he{materialize(e){return null!=e?e:NaN}}n.NullDistanceSpec=ve,ve.__name__="NullDistanceSpec";class ye extends ne{v_materialize(e){return new Uint8Array(e)}array(e){return new Uint8Array(super.array(e))}}n.BooleanSpec=ye,ye.__name__="BooleanSpec";class xe extends ne{v_materialize(e){return(0,m.isTypedArray)(e)?e:new Int32Array(e)}array(e){return new Int32Array(super.array(e))}}n.IntSpec=xe,xe.__name__="IntSpec";class ge extends ne{v_materialize(e){return(0,m.isTypedArray)(e)?e:new Float64Array(e)}array(e){return new Float64Array(super.array(e))}}n.NumberSpec=ge,ge.__name__="NumberSpec";class fe extends ge{valid(e){return(0,m.isNumber)(e)&&e>=0}}n.ScreenSizeSpec=fe,fe.__name__="ScreenSizeSpec";class Ae extends ne{materialize(e){return(0,S.encode_rgba)((0,S.color2rgba)(e))}v_materialize(e){if(!(0,v.is_NDArray)(e)){const t=e.length,n=new c.RGBAArray(4*t);let r=0;for(const t of e){const[e,a,i,s]=(0,S.color2rgba)(t);n[r++]=e,n[r++]=a,n[r++]=i,n[r++]=s}return new c.ColorArray(n.buffer)}if("uint32"==e.dtype&&1==e.dimension)return(0,p.to_big_endian)(e);if("uint8"==e.dtype&&1==e.dimension){const[t]=e.shape,n=new c.RGBAArray(4*t);let r=0;for(const t of e)n[r++]=t,n[r++]=t,n[r++]=t,n[r++]=255;return new c.ColorArray(n.buffer)}if("uint8"==e.dtype&&2==e.dimension){const[t,n]=e.shape;if(4==n)return new c.ColorArray(e.buffer);if(3==n){const r=new c.RGBAArray(4*t);for(let a=0,i=0;a<n*t;)r[i++]=e[a++],r[i++]=e[a++],r[i++]=e[a++],r[i++]=255;return new c.ColorArray(r.buffer)}}else if(("float32"==e.dtype||"float64"==e.dtype)&&2==e.dimension){const[t,n]=e.shape;if(3==n||4==n){const r=new 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+function _(t,s,r,e,i){var n;e();const o=t(26),a=t(11);class _{constructor(t,s=0){this.size=t,this[n]="BitSet",this._count=null,this._nwords=Math.ceil(t/32),0==s||1==s?(this._array=new Uint32Array(this._nwords),1==s&&this._array.fill(4294967295)):((0,a.assert)(s.length==this._nwords,"Initializer size mismatch"),this._array=s)}clone(){return new _(this.size,new Uint32Array(this._array))}[(n=Symbol.toStringTag,o.equals)](t,s){if(!s.eq(this.size,t.size))return!1;const{_nwords:r}=this,e=this.size%r,i=0==e?r:r-1;for(let s=0;s<i;s++)if(this._array[s]!=t._array[s])return!1;if(0==e)return!0;{const s=1<<e-1,r=s-1^s;return(this._array[i]&r)==(t._array[i]&r)}}static all_set(t){return new _(t,1)}static all_unset(t){return new _(t,0)}static from_indices(t,s){const r=new _(t);for(const t of s)r.set(t);return r}static from_booleans(t,s){const r=new _(t),e=Math.min(t,s.length);for(let t=0;t<e;t++)s[t]&&r.set(t);return r}_check_bounds(t){(0,a.assert)(0<=t&&t<this.size,`Out of bounds: 0 <= ${t} < ${this.size}`)}get(t){this._check_bounds(t);const s=t>>>5,r=31&t;return!!(this._array[s]>>r&1)}set(t,s=!0){this._check_bounds(t),this._count=null;const r=t>>>5,e=31&t;s?this._array[r]|=1<<e:this._array[r]&=~(1<<e)}unset(t){this.set(t,!1)}*[Symbol.iterator](){yield*this.ones()}get count(){let t=this._count;return null==t&&(this._count=t=this._get_count()),t}_get_count(){const{_array:t,_nwords:s,size:r}=this;let e=0;for(let i=0,n=0;n<s;n++){const s=t[n];if(0==s)i+=32;else for(let t=0;t<32&&i<r;t++,i++)s>>>t&1&&(e+=1)}return e}*ones(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(0!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1&&(yield e);else e+=32}}*zeros(){const{_array:t,_nwords:s,size:r}=this;for(let e=0,i=0;i<s;i++){const s=t[i];if(4294967295!=s)for(let t=0;t<32&&e<r;t++,e++)s>>>t&1||(yield e);else e+=32}}_check_size(t){(0,a.assert)(this.size==t.size,"Size mismatch")}add(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]|=t._array[s]}intersect(t){this._check_size(t);for(let s=0;s<this._nwords;s++)this._array[s]&=t._array[s]}subtract(t){this._check_size(t);for(let s=0;s<this._nwords;s++){const r=this._array[s],e=t._array[s];this._array[s]=(r^e)&r}}union(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]|=t._array[r];return s}intersection(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++)s._array[r]&=t._array[r];return s}difference(t){this._check_size(t);const s=this.clone();for(let r=0;r<this._nwords;r++){const e=this._array[r],i=t._array[r];s._array[r]=(e^i)&e}return s}select(t){(0,a.assert)(this.size<=t.length,"Size mismatch");const s=this.count,r=new t.constructor(s);let e=0;for(const s of this)r[e++]=t[s];return r}}r.BitSet=_,_.__name__="BitSet"},
+function _(t,e,r,n,s){n();const o=t(8),{hasOwnProperty:c}=Object.prototype;function a(t){return(0,o.isObject)(t)&&void 0!==t[r.equals]}r.equals=Symbol("equals"),r.wildcard=Symbol("wildcard");const i=Object.prototype.toString;class u{constructor(){this.a_stack=[],this.b_stack=[]}eq(t,e){if(Object.is(t,e))return!0;if(t===r.wildcard||e===r.wildcard)return!0;if(null==t||null==e)return t===e;const n=i.call(t);if(n!=i.call(e))return!1;switch(n){case"[object Number]":return this.numbers(t,e);case"[object RegExp]":case"[object String]":return`${t}`==`${e}`;case"[object Date]":case"[object Boolean]":return+t==+e}const{a_stack:s,b_stack:o}=this;let c=s.length;for(;c--;)if(s[c]===t)return o[c]===e;s.push(t),o.push(e);const u=(()=>{if(a(t)&&a(e))return t[r.equals](e,this);switch(n){case"[object Array]":case"[object Uint8Array]":case"[object Int8Array]":case"[object Uint16Array]":case"[object Int16Array]":case"[object Uint32Array]":case"[object Int32Array]":case"[object Float32Array]":case"[object Float64Array]":return this.arrays(t,e);case"[object Map]":return this.maps(t,e);case"[object Set]":return this.sets(t,e);case"[object Object]":if(t.constructor==e.constructor&&(null==t.constructor||t.constructor===Object))return this.objects(t,e);case"[object Function]":if(t.constructor==e.constructor&&t.constructor===Function)return this.eq(`${t}`,`${e}`)}if(t instanceof Node)return this.nodes(t,e);throw Error(`can't compare objects of type ${n}`)})();return s.pop(),o.pop(),u}numbers(t,e){return Object.is(t,e)}arrays(t,e){const{length:r}=t;if(r!=e.length)return!1;for(let n=0;n<r;n++)if(!this.eq(t[n],e[n]))return!1;return!0}iterables(t,e){const r=t[Symbol.iterator](),n=e[Symbol.iterator]();for(;;){const t=r.next(),e=n.next();if(t.done&&e.done)return!0;if(t.done||e.done)return!1;if(!this.eq(t.value,e.value))return!1}}maps(t,e){if(t.size!=e.size)return!1;for(const[r,n]of t)if(!e.has(r)||!this.eq(n,e.get(r)))return!1;return!0}sets(t,e){if(t.size!=e.size)return!1;for(const r of t)if(!e.has(r))return!1;return!0}objects(t,e){const r=Object.keys(t);if(r.length!=Object.keys(e).length)return!1;for(const n of r)if(!c.call(e,n)||!this.eq(t[n],e[n]))return!1;return!0}nodes(t,e){return t.nodeType==e.nodeType&&(t.textContent==e.textContent&&!!this.iterables(t.childNodes,e.childNodes))}}r.Comparator=u,u.__name__="Comparator";const{abs:l}=Math;class b extends u{constructor(t=1e-4){super(),this.tolerance=t}numbers(t,e){return super.numbers(t,e)||l(t-e)<this.tolerance}}function f(t,e){return(new u).eq(t,e)}r.SimilarComparator=b,b.__name__="SimilarComparator",r.is_equal=f,r.is_similar=function(t,e,r){return new b(r).eq(t,e)},r.isEqual=f},
+function _(n,i,e,t,r){t(),e.is_windows=navigator.appVersion.includes("Windows"),e.is_ie=(()=>{const n=navigator.userAgent;return n.includes("MSIE")||n.includes("Trident")||n.includes("Edge")})(),e.is_mobile="undefined"!=typeof window&&("ontouchstart"in window||navigator.maxTouchPoints>0),e.is_little_endian=(()=>{const n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;let e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e})(),e.BYTE_ORDER=e.is_little_endian?"little":"big",e.to_big_endian=function(n){if(e.is_little_endian){const i=new Uint32Array(n.length),e=new DataView(i.buffer);let t=0;for(const i of n)e.setUint32(t,i),t+=4;return i}return n}},
+function _(e,t,r,s,_){s();class i{constructor(){this._dev=!1,this._wireframe=!1,this._force_webgl=!1}set dev(e){this._dev=e}get dev(){return this._dev}set wireframe(e){this._wireframe=e}get wireframe(){return this._wireframe}set force_webgl(e){this._force_webgl=e}get force_webgl(){return this._force_webgl}}r.Settings=i,i.__name__="Settings",r.settings=new i},
+function _(e,s,t,i,r){var a,n,l,h,u,o,p,c;i();const y=e(8),_=e(11),A=e(26),q=e(30),d=e(31),z=Symbol("__ndarray__");class D extends Uint8Array{constructor(e,s){super(e),this[a]=!0,this.dtype="uint8",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>D.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>D.prototype[q.serialize].call(this,e))}[(a=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint8NDArray=D,D.__name__="Uint8NDArray";class N extends Int8Array{constructor(e,s){super(e),this[n]=!0,this.dtype="int8",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>N.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>N.prototype[q.serialize].call(this,e))}[(n=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int8NDArray=N,N.__name__="Int8NDArray";class f extends Uint16Array{constructor(e,s){super(e),this[l]=!0,this.dtype="uint16",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>f.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>f.prototype[q.serialize].call(this,e))}[(l=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint16NDArray=f,f.__name__="Uint16NDArray";class m extends Int16Array{constructor(e,s){super(e),this[h]=!0,this.dtype="int16",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>m.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>m.prototype[q.serialize].call(this,e))}[(h=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int16NDArray=m,m.__name__="Int16NDArray";class g extends Uint32Array{constructor(e,s){super(e),this[u]=!0,this.dtype="uint32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>g.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>g.prototype[q.serialize].call(this,e))}[(u=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Uint32NDArray=g,g.__name__="Uint32NDArray";class I extends Int32Array{constructor(e,s){super(e),this[o]=!0,this.dtype="int32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>I.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>I.prototype[q.serialize].call(this,e))}[(o=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Int32NDArray=I,I.__name__="Int32NDArray";class U extends Float32Array{constructor(e,s){super(e),this[p]=!0,this.dtype="float32",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>U.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>U.prototype[q.serialize].call(this,e))}[(p=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}t.Float32NDArray=U,U.__name__="Float32NDArray";class w extends Float64Array{constructor(e,s){super(e),this[c]=!0,this.dtype="float64",this.shape=null!=s?s:x(e)?e.shape:[this.length],this.dimension=this.shape.length,null==this[A.equals]&&(this[A.equals]=(e,s)=>w.prototype[A.equals].call(this,e,s)),null==this[q.serialize]&&(this[q.serialize]=e=>w.prototype[q.serialize].call(this,e))}[(c=z,A.equals)](e,s){return s.eq(this.shape,e.shape)&&s.arrays(this,e)}[q.serialize](e){return(0,d.encode_NDArray)(this)}}function x(e){return(0,y.isObject)(e)&&void 0!==e[z]}t.Float64NDArray=w,w.__name__="Float64NDArray",t.is_NDArray=x,t.ndarray=function(e,s={}){let{dtype:t}=s;null==t&&(t=e instanceof ArrayBuffer||(0,y.isArray)(e)?"float64":(()=>{switch(!0){case e instanceof Uint8Array:return"uint8";case e instanceof Int8Array:return"int8";case e instanceof Uint16Array:return"uint16";case e instanceof Int16Array:return"int16";case e instanceof Uint32Array:return"uint32";case e instanceof Int32Array:return"int32";case e instanceof Float32Array:return"float32";case e instanceof Float64Array:return"float64";default:(0,_.unreachable)()}})());const{shape:i}=s;switch(t){case"uint8":return new D(e,i);case"int8":return new N(e,i);case"uint16":return new f(e,i);case"int16":return new m(e,i);case"uint32":return new g(e,i);case"int32":return new I(e,i);case"float32":return new U(e,i);case"float64":return new w(e,i)}}},
+function _(e,r,t,i,s){i();const n=e(11),a=e(13),l=e(8);t.serialize=Symbol("serialize");class o extends Error{}t.SerializationError=o,o.__name__="SerializationError";class f{constructor(e){var r;this._references=new Map,this._definitions=new Map,this._refmap=new Map,this.include_defaults=null===(r=null==e?void 0:e.include_defaults)||void 0===r||r}get_ref(e){return this._references.get(e)}add_ref(e,r){(0,n.assert)(!this._references.has(e)),this._references.set(e,r)}add_def(e,r){const t=this.get_ref(e);(0,n.assert)(null!=t),this._definitions.set(e,r),this._refmap.set(t,r)}get objects(){return new Set(this._references.keys())}get references(){return new Set(this._references.values())}get definitions(){return new Set(this._definitions.values())}resolve_ref(e){return this._refmap.get(e)}remove_ref(e){return this._references.delete(e)}remove_def(e){return this._definitions.delete(e)}to_serializable(e){const r=this.get_ref(e);if(null!=r)return r;if(function(e){return(0,l.isObject)(e)&&void 0!==e[t.serialize]}(e))return e[t.serialize](this);if((0,l.isArray)(e)||(0,l.isTypedArray)(e)){const r=e.length,t=new Array(r);for(let i=0;i<r;i++){const r=e[i];t[i]=this.to_serializable(r)}return t}if((0,l.isPlainObject)(e)){const r={};for(const[t,i]of(0,a.entries)(e))r[t]=this.to_serializable(i);return r}if(null===e||(0,l.isBoolean)(e)||(0,l.isNumber)(e)||(0,l.isString)(e))return e;throw new o(`${Object.prototype.toString.call(e)} is not serializable`)}}t.Serializer=f,f.__name__="Serializer"},
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p(t)},n.toggle_attribute=function(t,e,n){null==n&&(n=!t.hasAttribute(e)),n?t.setAttribute(e,"true"):t.removeAttribute(e)},(g=n.Keys||(n.Keys={}))[g.Backspace=8]="Backspace",g[g.Tab=9]="Tab",g[g.Enter=13]="Enter",g[g.Esc=27]="Esc",g[g.PageUp=33]="PageUp",g[g.PageDown=34]="PageDown",g[g.Left=37]="Left",g[g.Up=38]="Up",g[g.Right=39]="Right",g[g.Down=40]="Down",g[g.Delete=46]="Delete",n.undisplayed=function(t,e){const{display:n}=t.style;t.style.display="none";try{return e()}finally{t.style.display=n}},n.unsized=function(t,e){return m(t,{},e)},n.sized=m;class y{constructor(t){this.root=t,this.known=new Set,this.style=(0,n.style)({type:"text/css"}),c(t,this.style)}append(t){this.known.has(t)||(this.style.appendChild(document.createTextNode(t)),this.known.add(t))}}n.StyleSheet=y,y.__name__="StyleSheet",n.stylesheet=new y(document.head),n.dom_ready=async function(){if("loading"==document.readyState)return new Promise(((t,e)=>{document.addEventListener("DOMContentLoaded",(()=>t()),{once:!0})}))}},
+function _(o,i,t,e,r){e(),t.root="bk-root",t.default=".bk-root{position:relative;width:auto;height:auto;box-sizing:border-box;font-family:Helvetica, Arial, sans-serif;font-size:13px;}.bk-root .bk,.bk-root .bk:before,.bk-root .bk:after{box-sizing:inherit;margin:0;border:0;padding:0;background-image:none;font-family:inherit;font-size:100%;line-height:1.42857143;}.bk-root pre.bk{font-family:Courier, monospace;}"},
+function _(e,t,r,a,c){a();const n=e(1),l=e(46);c("Line",l.Line),c("LineScalar",l.LineScalar),c("LineVector",l.LineVector);const i=e(49);c("Fill",i.Fill),c("FillScalar",i.FillScalar),c("FillVector",i.FillVector);const s=e(50);c("Text",s.Text),c("TextScalar",s.TextScalar),c("TextVector",s.TextVector);const o=e(51);c("Hatch",o.Hatch),c("HatchScalar",o.HatchScalar),c("HatchVector",o.HatchVector);const u=(0,n.__importStar)(e(48)),V=e(47);c("VisualProperties",V.VisualProperties),c("VisualUniforms",V.VisualUniforms);class h{constructor(e){this._visuals=[];for(const[t,r]of e.model._mixins){const a=(()=>{switch(r){case u.Line:return new l.Line(e,t);case u.LineScalar:return new l.LineScalar(e,t);case u.LineVector:return new l.LineVector(e,t);case u.Fill:return new i.Fill(e,t);case u.FillScalar:return new i.FillScalar(e,t);case u.FillVector:return new i.FillVector(e,t);case u.Text:return new s.Text(e,t);case u.TextScalar:return new s.TextScalar(e,t);case u.TextVector:return new s.TextVector(e,t);case u.Hatch:return new o.Hatch(e,t);case u.HatchScalar:return new o.HatchScalar(e,t);case u.HatchVector:return new o.HatchVector(e,t);default:throw new Error("unknown visual")}})();a instanceof V.VisualProperties&&a.update(),this._visuals.push(a),Object.defineProperty(this,t+a.type,{get:()=>a,configurable:!1,enumerable:!0})}}*[Symbol.iterator](){yield*this._visuals}}r.Visuals=h,h.__name__="Visuals"},
+function _(e,t,i,l,s){l();const a=e(1),n=e(47),h=(0,a.__importStar)(e(48)),o=e(22),_=e(8);function r(e){if((0,_.isArray)(e))return e;switch(e){case"solid":return[];case"dashed":return[6];case"dotted":return[2,4];case"dotdash":return[2,4,6,4];case"dashdot":return[6,4,2,4];default:return e.split(" ").map(Number).filter(_.isInteger)}}i.resolve_line_dash=r;class u extends n.VisualProperties{get doit(){const e=this.line_color.get_value(),t=this.line_alpha.get_value(),i=this.line_width.get_value();return!(null==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.get_value(),alpha:this.line_alpha.get_value(),width:this.line_width.get_value(),join:this.line_join.get_value(),cap:this.line_cap.get_value(),dash:this.line_dash.get_value(),offset:this.line_dash_offset.get_value()}}set_value(e){const t=this.line_color.get_value(),i=this.line_alpha.get_value();e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.get_value(),e.lineJoin=this.line_join.get_value(),e.lineCap=this.line_cap.get_value(),e.lineDash=r(this.line_dash.get_value()),e.lineDashOffset=this.line_dash_offset.get_value()}}i.Line=u,u.__name__="Line";class c extends n.VisualUniforms{get doit(){const e=this.line_color.value,t=this.line_alpha.value,i=this.line_width.value;return!(0==e||0==t||0==i)}apply(e){const{doit:t}=this;return t&&(this.set_value(e),e.stroke()),t}values(){return{color:this.line_color.value,alpha:this.line_alpha.value,width:this.line_width.value,join:this.line_join.value,cap:this.line_cap.value,dash:this.line_dash.value,offset:this.line_dash_offset.value}}set_value(e){const t=this.line_color.value,i=this.line_alpha.value;e.strokeStyle=(0,o.color2css)(t,i),e.lineWidth=this.line_width.value,e.lineJoin=this.line_join.value,e.lineCap=this.line_cap.value,e.lineDash=r(this.line_dash.value),e.lineDashOffset=this.line_dash_offset.value}}i.LineScalar=c,c.__name__="LineScalar";class d extends n.VisualUniforms{get doit(){const{line_color:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{line_alpha:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{line_width:i}=this;return!i.is_Scalar()||0!=i.value}apply(e,t){const{doit:i}=this;return i&&(this.set_vectorize(e,t),e.stroke()),i}values(e){return{color:this.line_color.get(e),alpha:this.line_alpha.get(e),width:this.line_width.get(e),join:this.line_join.get(e),cap:this.line_cap.get(e),dash:this.line_dash.get(e),offset:this.line_dash_offset.get(e)}}set_vectorize(e,t){const i=this.line_color.get(t),l=this.line_alpha.get(t),s=this.line_width.get(t),a=this.line_join.get(t),n=this.line_cap.get(t),h=this.line_dash.get(t),_=this.line_dash_offset.get(t);e.strokeStyle=(0,o.color2css)(i,l),e.lineWidth=s,e.lineJoin=a,e.lineCap=n,e.lineDash=r(h),e.lineDashOffset=_}}i.LineVector=d,d.__name__="LineVector",u.prototype.type="line",u.prototype.attrs=Object.keys(h.Line),c.prototype.type="line",c.prototype.attrs=Object.keys(h.LineScalar),d.prototype.type="line",d.prototype.attrs=Object.keys(h.LineVector)},
+function _(t,s,o,i,r){i();class e{constructor(t,s=""){this.obj=t,this.prefix=s;const o=this;this._props=[];for(const i of this.attrs){const r=t.model.properties[s+i];r.change.connect((()=>this.update())),o[i]=r,this._props.push(r)}}*[Symbol.iterator](){yield*this._props}update(){}}o.VisualProperties=e,e.__name__="VisualProperties";class p{constructor(t,s=""){this.obj=t,this.prefix=s;for(const o of this.attrs)Object.defineProperty(this,o,{get:()=>t[s+o]})}*[Symbol.iterator](){for(const t of this.attrs)yield this.obj.model.properties[this.prefix+t]}update(){}}o.VisualUniforms=p,p.__name__="VisualUniforms"},
+function _(e,l,t,a,c){a();const r=e(1),o=(0,r.__importStar)(e(18)),n=e(20),i=(0,r.__importStar)(e(21)),_=e(13);t.Line={line_color:[i.Nullable(i.Color),"black"],line_alpha:[i.Alpha,1],line_width:[i.Number,1],line_join:[n.LineJoin,"bevel"],line_cap:[n.LineCap,"butt"],line_dash:[i.Or(n.LineDash,i.Array(i.Number)),[]],line_dash_offset:[i.Number,0]},t.Fill={fill_color:[i.Nullable(i.Color),"gray"],fill_alpha:[i.Alpha,1]},t.Hatch={hatch_color:[i.Nullable(i.Color),"black"],hatch_alpha:[i.Alpha,1],hatch_scale:[i.Number,12],hatch_pattern:[i.Nullable(i.Or(n.HatchPatternType,i.String)),null],hatch_weight:[i.Number,1],hatch_extra:[i.Dict(i.AnyRef()),{}]},t.Text={text_color:[i.Nullable(i.Color),"#444444"],text_alpha:[i.Alpha,1],text_font:[o.Font,"helvetica"],text_font_size:[i.FontSize,"16px"],text_font_style:[n.FontStyle,"normal"],text_align:[n.TextAlign,"left"],text_baseline:[n.TextBaseline,"bottom"],text_line_height:[i.Number,1.2]},t.LineScalar={line_color:[o.ColorScalar,"black"],line_alpha:[o.NumberScalar,1],line_width:[o.NumberScalar,1],line_join:[o.LineJoinScalar,"bevel"],line_cap:[o.LineCapScalar,"butt"],line_dash:[o.LineDashScalar,[]],line_dash_offset:[o.NumberScalar,0]},t.FillScalar={fill_color:[o.ColorScalar,"gray"],fill_alpha:[o.NumberScalar,1]},t.HatchScalar={hatch_color:[o.ColorScalar,"black"],hatch_alpha:[o.NumberScalar,1],hatch_scale:[o.NumberScalar,12],hatch_pattern:[o.NullStringScalar,null],hatch_weight:[o.NumberScalar,1],hatch_extra:[o.AnyScalar,{}]},t.TextScalar={text_color:[o.ColorScalar,"#444444"],text_alpha:[o.NumberScalar,1],text_font:[o.FontScalar,"helvetica"],text_font_size:[o.FontSizeScalar,"16px"],text_font_style:[o.FontStyleScalar,"normal"],text_align:[o.TextAlignScalar,"left"],text_baseline:[o.TextBaselineScalar,"bottom"],text_line_height:[o.NumberScalar,1.2]},t.LineVector={line_color:[o.ColorSpec,"black"],line_alpha:[o.NumberSpec,1],line_width:[o.NumberSpec,1],line_join:[o.LineJoinSpec,"bevel"],line_cap:[o.LineCapSpec,"butt"],line_dash:[o.LineDashSpec,[]],line_dash_offset:[o.NumberSpec,0]},t.FillVector={fill_color:[o.ColorSpec,"gray"],fill_alpha:[o.NumberSpec,1]},t.HatchVector={hatch_color:[o.ColorSpec,"black"],hatch_alpha:[o.NumberSpec,1],hatch_scale:[o.NumberSpec,12],hatch_pattern:[o.NullStringSpec,null],hatch_weight:[o.NumberSpec,1],hatch_extra:[o.AnyScalar,{}]},t.TextVector={text_color:[o.ColorSpec,"#444444"],text_alpha:[o.NumberSpec,1],text_font:[o.FontSpec,"helvetica"],text_font_size:[o.FontSizeSpec,"16px"],text_font_style:[o.FontStyleSpec,"normal"],text_align:[o.TextAlignSpec,"left"],text_baseline:[o.TextBaselineSpec,"bottom"],text_line_height:[o.NumberSpec,1.2]},t.attrs_of=function(e,l,t,a=!1){const c={};for(const r of(0,_.keys)(t)){const t=`${l}${r}`,o=e[t];c[a?t:r]=o}return c}},
+function _(l,t,e,i,s){i();const a=l(1),o=l(47),r=(0,a.__importStar)(l(48)),_=l(22);class c extends o.VisualProperties{get doit(){const l=this.fill_color.get_value(),t=this.fill_alpha.get_value();return!(null==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.get_value(),alpha:this.fill_alpha.get_value()}}set_value(l){const t=this.fill_color.get_value(),e=this.fill_alpha.get_value();l.fillStyle=(0,_.color2css)(t,e)}}e.Fill=c,c.__name__="Fill";class h extends o.VisualUniforms{get doit(){const l=this.fill_color.value,t=this.fill_alpha.value;return!(0==l||0==t)}apply(l,t){const{doit:e}=this;return e&&(this.set_value(l),l.fill(t)),e}values(){return{color:this.fill_color.value,alpha:this.fill_alpha.value}}set_value(l){const t=this.fill_color.value,e=this.fill_alpha.value;l.fillStyle=(0,_.color2css)(t,e)}}e.FillScalar=h,h.__name__="FillScalar";class u extends o.VisualUniforms{get doit(){const{fill_color:l}=this;if(l.is_Scalar()&&0==l.value)return!1;const{fill_alpha:t}=this;return!t.is_Scalar()||0!=t.value}apply(l,t,e){const{doit:i}=this;return i&&(this.set_vectorize(l,t),l.fill(e)),i}values(l){return{color:this.fill_color.get(l),alpha:this.fill_alpha.get(l)}}set_vectorize(l,t){const e=this.fill_color.get(t),i=this.fill_alpha.get(t);l.fillStyle=(0,_.color2css)(e,i)}}e.FillVector=u,u.__name__="FillVector",c.prototype.type="fill",c.prototype.attrs=Object.keys(r.Fill),h.prototype.type="fill",h.prototype.attrs=Object.keys(r.FillScalar),u.prototype.type="fill",u.prototype.attrs=Object.keys(r.FillVector)},
+function _(t,e,l,s,_){s();const i=t(1),a=t(47),o=(0,i.__importStar)(t(48)),n=t(22);class h extends a.VisualProperties{get doit(){const t=this.text_color.get_value(),e=this.text_alpha.get_value();return!(null==t||0==e)}values(){return{color:this.text_color.get_value(),alpha:this.text_alpha.get_value(),font:this.text_font.get_value(),font_size:this.text_font_size.get_value(),font_style:this.text_font_style.get_value(),align:this.text_align.get_value(),baseline:this.text_baseline.get_value(),line_height:this.text_line_height.get_value()}}set_value(t){const e=this.text_color.get_value(),l=this.text_alpha.get_value();t.fillStyle=(0,n.color2css)(e,l),t.font=this.font_value(),t.textAlign=this.text_align.get_value(),t.textBaseline=this.text_baseline.get_value()}font_value(){return`${this.text_font_style.get_value()} ${this.text_font_size.get_value()} ${this.text_font.get_value()}`}}l.Text=h,h.__name__="Text";class x extends a.VisualUniforms{get doit(){const t=this.text_color.value,e=this.text_alpha.value;return!(0==t||0==e)}values(){return{color:this.text_color.value,alpha:this.text_alpha.value,font:this.text_font.value,font_size:this.text_font_size.value,font_style:this.text_font_style.value,align:this.text_align.value,baseline:this.text_baseline.value,line_height:this.text_line_height.value}}set_value(t){const e=this.text_color.value,l=this.text_alpha.value,s=this.font_value(),_=this.text_align.value,i=this.text_baseline.value;t.fillStyle=(0,n.color2css)(e,l),t.font=s,t.textAlign=_,t.textBaseline=i}font_value(){return`${this.text_font_style.value} ${this.text_font_size.value} ${this.text_font.value}`}}l.TextScalar=x,x.__name__="TextScalar";class u extends a.VisualUniforms{values(t){return{color:this.text_color.get(t),alpha:this.text_alpha.get(t),font:this.text_font.get(t),font_size:this.text_font_size.get(t),font_style:this.text_font_style.get(t),align:this.text_align.get(t),baseline:this.text_baseline.get(t),line_height:this.text_line_height.get(t)}}get doit(){const{text_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{text_alpha:e}=this;return!e.is_Scalar()||0!=e.value}set_vectorize(t,e){const l=this.text_color.get(e),s=this.text_alpha.get(e),_=this.font_value(e),i=this.text_align.get(e),a=this.text_baseline.get(e);t.fillStyle=(0,n.color2css)(l,s),t.font=_,t.textAlign=i,t.textBaseline=a}font_value(t){return`${this.text_font_style.get(t)} ${this.text_font_size.get(t)} ${this.text_font.get(t)}`}}l.TextVector=u,u.__name__="TextVector",h.prototype.type="text",h.prototype.attrs=Object.keys(o.Text),x.prototype.type="text",x.prototype.attrs=Object.keys(o.TextScalar),u.prototype.type="text",u.prototype.attrs=Object.keys(o.TextVector)},
+function _(t,e,a,r,i){r();const h=t(1),s=t(47),n=t(52),c=(0,h.__importStar)(t(18)),_=(0,h.__importStar)(t(48));class l extends s.VisualProperties{constructor(){super(...arguments),this._update_iteration=0}update(){if(this._update_iteration++,this._hatch_image=null,!this.doit)return;const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_scale.get_value(),r=this.hatch_pattern.get_value(),i=this.hatch_weight.get_value(),h=t=>{this._hatch_image=t},s=this.hatch_extra.get_value()[r];if(null!=s){const r=s.get_pattern(t,e,a,i);if(r instanceof Promise){const{_update_iteration:t}=this;r.then((e=>{this._update_iteration==t&&(h(e),this.obj.request_render())}))}else h(r)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,r,t,e,a,i);h(c)}}get doit(){const t=this.hatch_color.get_value(),e=this.hatch_alpha.get_value(),a=this.hatch_pattern.get_value();return!(null==t||0==e||" "==a||"blank"==a||null==a)}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){const e=this.pattern(t);t.fillStyle=null!=e?e:"transparent"}pattern(t){const e=this._hatch_image;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.get_value(),e=this.hatch_extra.get_value()[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.Hatch=l,l.__name__="Hatch";class o extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const t=this.hatch_color.value,e=this.hatch_alpha.value,a=this.hatch_pattern.value;return!(null==t||0==e||" "==a||"blank"==a||null==a)}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=this.hatch_color.value,a=this.hatch_alpha.value,r=this.hatch_scale.value,i=this.hatch_pattern.value,h=this.hatch_weight.value,s=e=>{this._hatch_image=new c.UniformScalar(e,t)},_=this.hatch_extra.value[i];if(null!=_){const t=_.get_pattern(e,a,r,h);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(s(t),this.obj.request_render())}))}else s(t)}else{const t=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(t,i,e,a,r,h);s(c)}}get doit(){return this._static_doit}apply(t,e){const{doit:a}=this;return a&&(this.set_value(t),t.layer.undo_transform((()=>t.fill(e)))),a}set_value(t){var e;t.fillStyle=null!==(e=this.pattern(t))&&void 0!==e?e:"transparent"}pattern(t){const e=this._hatch_image.value;return null==e?null:t.createPattern(e,this.repetition())}repetition(){const t=this.hatch_pattern.value,e=this.hatch_extra.value[t];if(null==e)return"repeat";switch(e.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchScalar=o,o.__name__="HatchScalar";class u extends s.VisualUniforms{constructor(){super(...arguments),this._static_doit=!1,this._update_iteration=0}_compute_static_doit(){const{hatch_color:t}=this;if(t.is_Scalar()&&0==t.value)return!1;const{hatch_alpha:e}=this;if(e.is_Scalar()&&0==e.value)return!1;const{hatch_pattern:a}=this;if(a.is_Scalar()){const t=a.value;if(" "==t||"blank"==t||null==t)return!1}return!0}update(){this._update_iteration++;const t=this.hatch_color.length;if(this._hatch_image=new c.UniformScalar(null,t),this._static_doit=this._compute_static_doit(),!this._static_doit)return;const e=(t,e,a,r,i,h)=>{const s=this.hatch_extra.value[t];if(null!=s){const t=s.get_pattern(e,a,r,i);if(t instanceof Promise){const{_update_iteration:e}=this;t.then((t=>{this._update_iteration==e&&(h(t),this.obj.request_render())}))}else h(t)}else{const s=this.obj.canvas.create_layer(),c=(0,n.get_pattern)(s,t,e,a,r,i);h(c)}};if(this.hatch_color.is_Scalar()&&this.hatch_alpha.is_Scalar()&&this.hatch_scale.is_Scalar()&&this.hatch_pattern.is_Scalar()&&this.hatch_weight.is_Scalar()){const a=this.hatch_color.value,r=this.hatch_alpha.value,i=this.hatch_scale.value;e(this.hatch_pattern.value,a,r,i,this.hatch_weight.value,(e=>{this._hatch_image=new c.UniformScalar(e,t)}))}else{const a=new Array(t);a.fill(null),this._hatch_image=new c.UniformVector(a);for(let r=0;r<t;r++){const t=this.hatch_color.get(r),i=this.hatch_alpha.get(r),h=this.hatch_scale.get(r);e(this.hatch_pattern.get(r),t,i,h,this.hatch_weight.get(r),(t=>{a[r]=t}))}}}get doit(){return this._static_doit}apply(t,e,a){const{doit:r}=this;return r&&(this.set_vectorize(t,e),t.layer.undo_transform((()=>t.fill(a)))),r}set_vectorize(t,e){var a;t.fillStyle=null!==(a=this.pattern(t,e))&&void 0!==a?a:"transparent"}pattern(t,e){const a=this._hatch_image.get(e);return null==a?null:t.createPattern(a,this.repetition(e))}repetition(t){const e=this.hatch_pattern.get(t),a=this.hatch_extra.value[e];if(null==a)return"repeat";switch(a.repetition){case"repeat":return"repeat";case"repeat_x":return"repeat-x";case"repeat_y":return"repeat-y";case"no_repeat":return"no-repeat"}}}a.HatchVector=u,u.__name__="HatchVector",l.prototype.type="hatch",l.prototype.attrs=Object.keys(_.Hatch),o.prototype.type="hatch",o.prototype.attrs=Object.keys(_.HatchScalar),u.prototype.type="hatch",u.prototype.attrs=Object.keys(_.HatchVector)},
+function _(e,o,a,s,r){s();const i=e(22);function l(e,o,a){e.moveTo(0,a+.5),e.lineTo(o,a+.5),e.stroke()}function n(e,o,a){e.moveTo(a+.5,0),e.lineTo(a+.5,o),e.stroke()}function t(e,o){e.moveTo(0,o),e.lineTo(o,0),e.stroke(),e.moveTo(0,0),e.lineTo(o,o),e.stroke()}a.hatch_aliases={" ":"blank",".":"dot",o:"ring","-":"horizontal_line","|":"vertical_line","+":"cross",'"':"horizontal_dash",":":"vertical_dash","@":"spiral","/":"right_diagonal_line","\\":"left_diagonal_line",x:"diagonal_cross",",":"right_diagonal_dash","`":"left_diagonal_dash",v:"horizontal_wave",">":"vertical_wave","*":"criss_cross"},a.get_pattern=function(e,o,s,r,c,k){return e.resize(c,c),e.prepare(),function(e,o,s,r,c,k){var _;const T=c,v=T/2,h=v/2,d=(0,i.color2css)(s,r);switch(e.strokeStyle=d,e.fillStyle=d,e.lineCap="square",e.lineWidth=k,null!==(_=a.hatch_aliases[o])&&void 0!==_?_:o){case"blank":break;case"dot":e.arc(v,v,v/2,0,2*Math.PI,!0),e.fill();break;case"ring":e.arc(v,v,v/2,0,2*Math.PI,!0),e.stroke();break;case"horizontal_line":l(e,T,v);break;case"vertical_line":n(e,T,v);break;case"cross":l(e,T,v),n(e,T,v);break;case"horizontal_dash":l(e,v,v);break;case"vertical_dash":n(e,v,v);break;case"spiral":{const o=T/30;e.moveTo(v,v);for(let a=0;a<360;a++){const s=.1*a,r=v+o*s*Math.cos(s),i=v+o*s*Math.sin(s);e.lineTo(r,i)}e.stroke();break}case"right_diagonal_line":e.moveTo(.5-h,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(5*h+.5,0),e.stroke(),e.stroke();break;case"left_diagonal_line":e.moveTo(h+.5,T),e.lineTo(.5-h,0),e.stroke(),e.moveTo(3*h+.5,T),e.lineTo(h+.5,0),e.stroke(),e.moveTo(5*h+.5,T),e.lineTo(3*h+.5,0),e.stroke(),e.stroke();break;case"diagonal_cross":t(e,T);break;case"right_diagonal_dash":e.moveTo(h+.5,3*h+.5),e.lineTo(3*h+.5,h+.5),e.stroke();break;case"left_diagonal_dash":e.moveTo(h+.5,h+.5),e.lineTo(3*h+.5,3*h+.5),e.stroke();break;case"horizontal_wave":e.moveTo(0,h),e.lineTo(v,3*h),e.lineTo(T,h),e.stroke();break;case"vertical_wave":e.moveTo(h,0),e.lineTo(3*h,v),e.lineTo(h,T),e.stroke();break;case"criss_cross":t(e,T),l(e,T,v),n(e,T,v)}}(e.ctx,o,s,r,c,k),e.canvas}},
+function _(e,t,s,n,c){var a;n();const i=e(14),r=e(8),l=e(13),o=e(26),_=e(19);class h extends i.HasProps{constructor(e){super(e)}get is_syncable(){return this.syncable}[o.equals](e,t){return t.eq(this.id,e.id)&&super[o.equals](e,t)}initialize(){super.initialize(),this._js_callbacks=new Map}connect_signals(){super.connect_signals(),this._update_property_callbacks(),this.connect(this.properties.js_property_callbacks.change,(()=>this._update_property_callbacks())),this.connect(this.properties.js_event_callbacks.change,(()=>this._update_event_callbacks())),this.connect(this.properties.subscribed_events.change,(()=>this._update_event_callbacks()))}_process_event(e){var t;for(const s of null!==(t=this.js_event_callbacks[e.event_name])&&void 0!==t?t:[])s.execute(e);null!=this.document&&this.subscribed_events.some((t=>t==e.event_name))&&this.document.event_manager.send_event(e)}trigger_event(e){null!=this.document&&(e.origin=this,this.document.event_manager.trigger(e))}_update_event_callbacks(){null!=this.document?this.document.event_manager.subscribed_models.add(this):_.logger.warn("WARNING: Document not defined for updating event callbacks")}_update_property_callbacks(){const e=e=>{const[t,s=null]=e.split(":");return null!=s?this.properties[s][t]:this[t]};for(const[t,s]of this._js_callbacks){const n=e(t);for(const e of s)this.disconnect(n,e)}this._js_callbacks.clear();for(const[t,s]of(0,l.entries)(this.js_property_callbacks)){const n=s.map((e=>()=>e.execute(this)));this._js_callbacks.set(t,n);const c=e(t);for(const e of n)this.connect(c,e)}}_doc_attached(){(0,l.isEmpty)(this.js_event_callbacks)&&0==this.subscribed_events.length||this._update_event_callbacks()}_doc_detached(){this.document.event_manager.subscribed_models.delete(this)}select(e){if((0,r.isString)(e))return[...this.references()].filter((t=>t instanceof h&&t.name===e));if(e.prototype instanceof i.HasProps)return[...this.references()].filter((t=>t instanceof e));throw new Error("invalid selector")}select_one(e){const t=this.select(e);switch(t.length){case 0:return null;case 1:return t[0];default:throw new Error("found more than one object matching given selector")}}}s.Model=h,a=h,h.__name__="Model",a.define((({Any:e,Unknown:t,Boolean:s,String:n,Array:c,Dict:a,Nullable:i})=>({tags:[c(t),[]],name:[i(n),null],js_property_callbacks:[a(c(e)),{}],js_event_callbacks:[a(c(e)),{}],subscribed_events:[c(n),[]],syncable:[s,!0]})))},
+function _(e,t,s,a,r){var c,n;a();const _=e(12),o=e(53),i=e(55),l=e(59),u=e(61),g=e(62),h=e(57),p=e(63),m=e(67);class x{constructor(e,t){this.x_scale=e,this.y_scale=t,this.x_source=this.x_scale.source_range,this.y_source=this.y_scale.source_range,this.ranges=[this.x_source,this.y_source],this.scales=[this.x_scale,this.y_scale]}map_to_screen(e,t){return[this.x_scale.v_compute(e),this.y_scale.v_compute(t)]}map_from_screen(e,t){return[this.x_scale.v_invert(e),this.y_scale.v_invert(t)]}}s.CoordinateTransform=x,x.__name__="CoordinateTransform";class y extends o.Model{constructor(e){super(e)}get x_ranges(){return new Map([["default",this.x_source]])}get y_ranges(){return new Map([["default",this.y_source]])}_get_scale(e,t,s){if(e instanceof m.FactorRange!=t instanceof g.CategoricalScale)throw new Error(`Range ${e.type} is incompatible is Scale ${t.type}`);t instanceof u.LogScale&&e instanceof p.DataRange1d&&(e.scale_hint="log");const a=t.clone();return a.setv({source_range:e,target_range:s}),a}get_transform(e){const{x_source:t,x_scale:s,x_target:a}=this,r=this._get_scale(t,s,a),{y_source:c,y_scale:n,y_target:_}=this,o=this._get_scale(c,n,_),i=new v({source_scale:r,source_range:r.source_range,target_scale:e.x_scale,target_range:e.x_target}),l=new v({source_scale:o,source_range:o.source_range,target_scale:e.y_scale,target_range:e.y_target});return new x(i,l)}}s.CoordinateMapping=y,c=y,y.__name__="CoordinateMapping",c.define((({Ref:e})=>({x_source:[e(h.Range),()=>new p.DataRange1d],y_source:[e(h.Range),()=>new p.DataRange1d],x_scale:[e(i.Scale),()=>new l.LinearScale],y_scale:[e(i.Scale),()=>new l.LinearScale],x_target:[e(h.Range)],y_target:[e(h.Range)]})));class v extends i.Scale{constructor(e){super(e)}get s_compute(){const e=this.source_scale.s_compute,t=this.target_scale.s_compute;return s=>t(e(s))}get s_invert(){const e=this.source_scale.s_invert,t=this.target_scale.s_invert;return s=>e(t(s))}compute(e){return this.s_compute(e)}v_compute(e){const{s_compute:t}=this;return(0,_.map)(e,t)}invert(e){return this.s_invert(e)}v_invert(e){const{s_invert:t}=this;return(0,_.map)(e,t)}}s.CompositeScale=v,n=v,v.__name__="CompositeScale",n.internal((({Ref:e})=>({source_scale:[e(i.Scale)],target_scale:[e(i.Scale)]})))},
+function _(e,t,r,n,s){var _;n();const a=e(56),c=e(57),o=e(58),i=e(24);class u extends a.Transform{constructor(e){super(e)}compute(e){return this.s_compute(e)}v_compute(e){const t=new i.ScreenArray(e.length),{s_compute:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}invert(e){return this.s_invert(e)}v_invert(e){const t=new Float64Array(e.length),{s_invert:r}=this;for(let n=0;n<e.length;n++)t[n]=r(e[n]);return t}r_compute(e,t){const{s_compute:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}r_invert(e,t){const{s_invert:r}=this;return this.target_range.is_reversed?[r(t),r(e)]:[r(e),r(t)]}}r.Scale=u,_=u,u.__name__="Scale",_.internal((({Ref:e})=>({source_range:[e(c.Range)],target_range:[e(o.Range1d)]})))},
+function _(n,s,o,r,c){r();const e=n(53);class t extends e.Model{constructor(n){super(n)}}o.Transform=t,t.__name__="Transform"},
+function _(e,t,n,i,s){var r;i();const a=e(53);class l extends a.Model{constructor(e){super(e),this.have_updated_interactively=!1}get is_reversed(){return this.start>this.end}get is_valid(){return isFinite(this.min)&&isFinite(this.max)}get span(){return Math.abs(this.end-this.start)}}n.Range=l,r=l,l.__name__="Range",r.define((({Number:e,Tuple:t,Or:n,Auto:i,Nullable:s})=>({bounds:[s(n(t(s(e),s(e)),i)),null],min_interval:[s(e),null],max_interval:[s(e),null]}))),r.internal((({Array:e,AnyRef:t})=>({plots:[e(t()),[]]})))},
+function _(t,e,s,n,r){var a;n();const i=t(57);class _ extends i.Range{constructor(t){super(t)}_set_auto_bounds(){if("auto"==this.bounds){const t=Math.min(this._reset_start,this._reset_end),e=Math.max(this._reset_start,this._reset_end);this.setv({bounds:[t,e]},{silent:!0})}}initialize(){super.initialize(),this._set_auto_bounds()}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}reset(){this._set_auto_bounds();const{_reset_start:t,_reset_end:e}=this;this.start!=t||this.end!=e?this.setv({start:t,end:e}):this.change.emit()}map(t){return new _({start:t(this.start),end:t(this.end)})}widen(t){let{start:e,end:s}=this;return this.is_reversed?(e+=t,s-=t):(e-=t,s+=t),new _({start:e,end:s})}}s.Range1d=_,a=_,_.__name__="Range1d",a.define((({Number:t,Nullable:e})=>({start:[t,0],end:[t,1],reset_start:[e(t),null,{on_update(t,e){e._reset_start=null!=t?t:e.start}}],reset_end:[e(t),null,{on_update(t,e){e._reset_end=null!=t?t:e.end}}]})))},
+function _(t,e,n,r,s){r();const a=t(60);class _ extends a.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e]=this._linear_compute_state();return n=>t*n+e}get s_invert(){const[t,e]=this._linear_compute_state();return n=>(n-e)/t}_linear_compute_state(){const t=this.source_range.start,e=this.source_range.end,n=this.target_range.start,r=(this.target_range.end-n)/(e-t);return[r,-r*t+n]}}n.LinearScale=_,_.__name__="LinearScale"},
+function _(n,c,o,s,e){s();const t=n(55);class u extends t.Scale{constructor(n){super(n)}}o.ContinuousScale=u,u.__name__="ContinuousScale"},
+function _(t,e,a,o,s){o();const r=t(60);class n extends r.ContinuousScale{constructor(t){super(t)}get s_compute(){const[t,e,a,o]=this._compute_state();return s=>{if(0==a)return 0;{const r=(Math.log(s)-o)/a;return isFinite(r)?r*t+e:NaN}}}get s_invert(){const[t,e,a,o]=this._compute_state();return s=>{const r=(s-e)/t;return Math.exp(a*r+o)}}_get_safe_factor(t,e){let a=t<0?0:t,o=e<0?0:e;if(a==o)if(0==a)[a,o]=[1,10];else{const t=Math.log(a)/Math.log(10);a=10**Math.floor(t),o=Math.ceil(t)!=Math.floor(t)?10**Math.ceil(t):10**(Math.ceil(t)+1)}return[a,o]}_compute_state(){const t=this.source_range.start,e=this.source_range.end,a=this.target_range.start,o=this.target_range.end-a,[s,r]=this._get_safe_factor(t,e);let n,c;0==s?(n=Math.log(r),c=0):(n=Math.log(r)-Math.log(s),c=Math.log(s));return[o,a,n,c]}}a.LogScale=n,n.__name__="LogScale"},
+function _(t,e,c,a,s){a();const n=t(55),r=t(59),{_linear_compute_state:o}=r.LinearScale.prototype;class l extends n.Scale{constructor(t){super(t)}get s_compute(){const[t,e]=o.call(this),c=this.source_range;return a=>t*c.synthetic(a)+e}get s_invert(){const[t,e]=o.call(this);return c=>(c-e)/t}}c.CategoricalScale=l,l.__name__="CategoricalScale"},
+function _(t,i,n,e,a){e();const s=t(1);var l;const _=t(64),o=t(20),r=t(9),h=t(19),d=(0,s.__importStar)(t(65)),u=t(66);class g extends _.DataRange{constructor(t){super(t),this.have_updated_interactively=!1}initialize(){super.initialize(),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span,this._plot_bounds=new Map}get min(){return Math.min(this.start,this.end)}get max(){return Math.max(this.start,this.end)}computed_renderers(){const{renderers:t,names:i}=this,n=(0,r.concat)(this.plots.map((t=>t.data_renderers)));return(0,u.compute_renderers)(0==t.length?"auto":t,n,i)}_compute_plot_bounds(t,i){let n=d.empty();for(const e of t){const t=i.get(e);null==t||!e.visible&&this.only_visible||(n=d.union(n,t))}return n}adjust_bounds_for_aspect(t,i){const n=d.empty();let e=t.x1-t.x0;e<=0&&(e=1);let a=t.y1-t.y0;a<=0&&(a=1);const s=.5*(t.x1+t.x0),l=.5*(t.y1+t.y0);return e<i*a?e=i*a:a=e/i,n.x1=s+.5*e,n.x0=s-.5*e,n.y1=l+.5*a,n.y0=l-.5*a,n}_compute_min_max(t,i){let n,e,a=d.empty();for(const[i,n]of t)i.visible&&(a=d.union(a,n));return[n,e]=0==i?[a.x0,a.x1]:[a.y0,a.y1],[n,e]}_compute_range(t,i){const n=this.range_padding;let e,a;if(null!=this._initial_start&&(t=this._initial_start),null!=this._initial_end&&(i=this._initial_end),"log"==this.scale_hint){let s,l;if((isNaN(t)||!isFinite(t)||t<=0)&&(t=isNaN(i)||!isFinite(i)||i<=0?.1:i/100,h.logger.warn(`could not determine minimum data value for log axis, DataRange1d using value ${t}`)),(isNaN(i)||!isFinite(i)||i<=0)&&(i=isNaN(t)||!isFinite(t)||t<=0?10:100*t,h.logger.warn(`could not determine maximum data value for log axis, DataRange1d using value ${i}`)),i==t)l=this.default_span+.001,s=Math.log(t)/Math.log(10);else{let e,a;"percent"==this.range_padding_units?(e=Math.log(t)/Math.log(10),a=Math.log(i)/Math.log(10),l=(a-e)*(1+n)):(e=Math.log(t-n)/Math.log(10),a=Math.log(i+n)/Math.log(10),l=a-e),s=(e+a)/2}e=10**(s-l/2),a=10**(s+l/2)}else{let s;s=i==t?this.default_span:"percent"==this.range_padding_units?(i-t)*(1+n):i-t+2*n;const l=(i+t)/2;e=l-s/2,a=l+s/2}let s=1;this.flipped&&([e,a]=[a,e],s=-1);const l=this.follow_interval;return null!=l&&Math.abs(e-a)>l&&("start"==this.follow?a=e+s*l:"end"==this.follow&&(e=a-s*l)),[e,a]}update(t,i,n,e){if(this.have_updated_interactively)return;const a=this.computed_renderers();let s=this._compute_plot_bounds(a,t);null!=e&&(s=this.adjust_bounds_for_aspect(s,e)),this._plot_bounds.set(n,s);const[l,_]=this._compute_min_max(this._plot_bounds.entries(),i);let[o,r]=this._compute_range(l,_);null!=this._initial_start&&("log"==this.scale_hint?this._initial_start>0&&(o=this._initial_start):o=this._initial_start),null!=this._initial_end&&("log"==this.scale_hint?this._initial_end>0&&(r=this._initial_end):r=this._initial_end);let h=!1;"auto"==this.bounds&&(this.setv({bounds:[o,r]},{silent:!0}),h=!0);const[d,u]=[this.start,this.end];if(o!=d||r!=u){const t={};o!=d&&(t.start=o),r!=u&&(t.end=r),this.setv(t),h=!1}h&&this.change.emit()}reset(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()}}n.DataRange1d=g,l=g,g.__name__="DataRange1d",l.define((({Boolean:t,Number:i,Nullable:n})=>({start:[i],end:[i],range_padding:[i,.1],range_padding_units:[o.PaddingUnits,"percent"],flipped:[t,!1],follow:[n(o.StartEnd),null],follow_interval:[n(i),null],default_span:[i,2],only_visible:[t,!1]}))),l.internal((({Enum:t})=>({scale_hint:[t("log","auto"),"auto"]})))},
+function _(e,n,a,r,s){var t;r();const c=e(57);class _ extends c.Range{constructor(e){super(e)}}a.DataRange=_,t=_,_.__name__="DataRange",t.define((({String:e,Array:n,AnyRef:a})=>({names:[n(e),[]],renderers:[n(a()),[]]})))},
+function _(t,i,e,h,r){h();const s=t(24),n=t(26),{min:x,max:y}=Math;e.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},e.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},e.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},e.union=function(t,i){return{x0:x(t.x0,i.x0),x1:y(t.x1,i.x1),y0:x(t.y0,i.y0),y1:y(t.y1,i.y1)}};class o{constructor(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if("x0"in t){const{x0:i,y0:e,x1:h,y1:r}=t;if(!(i<=h&&e<=r))throw new Error(`invalid bbox {x0: ${i}, y0: ${e}, x1: ${h}, y1: ${r}}`);this.x0=i,this.y0=e,this.x1=h,this.y1=r}else if("x"in t){const{x:i,y:e,width:h,height:r}=t;if(!(h>=0&&r>=0))throw new Error(`invalid bbox {x: ${i}, y: ${e}, width: ${h}, height: ${r}}`);this.x0=i,this.y0=e,this.x1=i+h,this.y1=e+r}else{let i,e,h,r;if("width"in t)if("left"in t)i=t.left,e=i+t.width;else if("right"in t)e=t.right,i=e-t.width;else{const h=t.width/2;i=t.hcenter-h,e=t.hcenter+h}else i=t.left,e=t.right;if("height"in t)if("top"in t)h=t.top,r=h+t.height;else if("bottom"in t)r=t.bottom,h=r-t.height;else{const i=t.height/2;h=t.vcenter-i,r=t.vcenter+i}else h=t.top,r=t.bottom;if(!(i<=e&&h<=r))throw new Error(`invalid bbox {left: ${i}, top: ${h}, right: ${e}, bottom: ${r}}`);this.x0=i,this.y0=h,this.x1=e,this.y1=r}}static from_rect({left:t,right:i,top:e,bottom:h}){return new o({x0:Math.min(t,i),y0:Math.min(e,h),x1:Math.max(t,i),y1:Math.max(e,h)})}equals(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1}[n.equals](t,i){return i.eq(this.x0,t.x0)&&i.eq(this.y0,t.y0)&&i.eq(this.x1,t.x1)&&i.eq(this.y1,t.y1)}toString(){return`BBox({left: ${this.left}, top: ${this.top}, width: ${this.width}, height: ${this.height}})`}get left(){return this.x0}get top(){return this.y0}get right(){return this.x1}get bottom(){return this.y1}get p0(){return[this.x0,this.y0]}get p1(){return[this.x1,this.y1]}get x(){return this.x0}get y(){return this.y0}get width(){return this.x1-this.x0}get height(){return this.y1-this.y0}get size(){return{width:this.width,height:this.height}}get rect(){const{x0:t,y0:i,x1:e,y1:h}=this;return{p0:{x:t,y:i},p1:{x:e,y:i},p2:{x:e,y:h},p3:{x:t,y:h}}}get box(){const{x:t,y:i,width:e,height:h}=this;return{x:t,y:i,width:e,height:h}}get h_range(){return{start:this.x0,end:this.x1}}get v_range(){return{start:this.y0,end:this.y1}}get ranges(){return[this.h_range,this.v_range]}get aspect(){return this.width/this.height}get hcenter(){return(this.left+this.right)/2}get vcenter(){return(this.top+this.bottom)/2}get area(){return this.width*this.height}relative(){const{width:t,height:i}=this;return new o({x:0,y:0,width:t,height:i})}translate(t,i){const{x:e,y:h,width:r,height:s}=this;return new o({x:t+e,y:i+h,width:r,height:s})}relativize(t,i){return[t-this.x,i-this.y]}contains(t,i){return this.x0<=t&&t<=this.x1&&this.y0<=i&&i<=this.y1}clip(t,i){return t<this.x0?t=this.x0:t>this.x1&&(t=this.x1),i<this.y0?i=this.y0:i>this.y1&&(i=this.y1),[t,i]}grow_by(t){return new o({left:this.left-t,right:this.right+t,top:this.top-t,bottom:this.bottom+t})}shrink_by(t){return new o({left:this.left+t,right:this.right-t,top:this.top+t,bottom:this.bottom-t})}union(t){return new o({x0:x(this.x0,t.x0),y0:x(this.y0,t.y0),x1:y(this.x1,t.x1),y1:y(this.y1,t.y1)})}intersection(t){return this.intersects(t)?new o({x0:y(this.x0,t.x0),y0:y(this.y0,t.y0),x1:x(this.x1,t.x1),y1:x(this.y1,t.y1)}):null}intersects(t){return!(t.x1<this.x0||t.x0>this.x1||t.y1<this.y0||t.y0>this.y1)}get xview(){return{compute:t=>this.left+t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.left;for(let h=0;h<t.length;h++)i[h]=e+t[h];return i}}}get yview(){return{compute:t=>this.bottom-t,v_compute:t=>{const i=new s.ScreenArray(t.length),e=this.bottom;for(let h=0;h<t.length;h++)i[h]=e-t[h];return i}}}}e.BBox=o,o.__name__="BBox"},
+function _(n,e,t,r,u){r();const l=n(9);t.compute_renderers=function(n,e,t){if(null==n)return[];let r="auto"==n?e:n;return t.length>0&&(r=r.filter((n=>(0,l.includes)(t,n.name)))),r}},
+function _(t,n,e,i,s){var r;i();const a=t(57),o=t(20),g=t(21),p=t(24),c=t(9),l=t(8),u=t(11);function h(t,n,e=0){const i=new Map;for(let s=0;s<t.length;s++){const r=t[s];if(i.has(r))throw new Error(`duplicate factor or subfactor: ${r}`);i.set(r,{value:.5+s*(1+n)+e})}return[i,(t.length-1)*n]}function d(t,n,e,i=0){var s;const r=new Map,a=new Map;for(const[n,e]of t){const t=null!==(s=a.get(n))&&void 0!==s?s:[];a.set(n,[...t,e])}let o=i,g=0;for(const[t,i]of a){const s=i.length,[a,p]=h(i,e,o);g+=p;const l=(0,c.sum)(i.map((t=>a.get(t).value)));r.set(t,{value:l/s,mapping:a}),o+=s+n+p}return[r,(a.size-1)*n+g]}function _(t,n,e,i,s=0){var r;const a=new Map,o=new Map;for(const[n,e,i]of t){const t=null!==(r=o.get(n))&&void 0!==r?r:[];o.set(n,[...t,[e,i]])}let g=s,p=0;for(const[t,s]of o){const r=s.length,[o,l]=d(s,e,i,g);p+=l;const u=(0,c.sum)(s.map((([t])=>o.get(t).value)));a.set(t,{value:u/r,mapping:o}),g+=r+n+l}return[a,(o.size-1)*n+p]}e.Factor=(0,g.Or)(g.String,(0,g.Tuple)(g.String,g.String),(0,g.Tuple)(g.String,g.String,g.String)),e.FactorSeq=(0,g.Or)((0,g.Array)(g.String),(0,g.Array)((0,g.Tuple)(g.String,g.String)),(0,g.Array)((0,g.Tuple)(g.String,g.String,g.String))),e.map_one_level=h,e.map_two_levels=d,e.map_three_levels=_;class f extends a.Range{constructor(t){super(t)}get min(){return this.start}get max(){return this.end}initialize(){super.initialize(),this._init(!0)}connect_signals(){super.connect_signals(),this.connect(this.properties.factors.change,(()=>this.reset())),this.connect(this.properties.factor_padding.change,(()=>this.reset())),this.connect(this.properties.group_padding.change,(()=>this.reset())),this.connect(this.properties.subgroup_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding.change,(()=>this.reset())),this.connect(this.properties.range_padding_units.change,(()=>this.reset()))}reset(){this._init(!1),this.change.emit()}_lookup(t){switch(t.length){case 1:{const[n]=t,e=this._mapping.get(n);return null!=e?e.value:NaN}case 2:{const[n,e]=t,i=this._mapping.get(n);if(null!=i){const t=i.mapping.get(e);if(null!=t)return t.value}return NaN}case 3:{const[n,e,i]=t,s=this._mapping.get(n);if(null!=s){const t=s.mapping.get(e);if(null!=t){const n=t.mapping.get(i);if(null!=n)return n.value}}return NaN}default:(0,u.unreachable)()}}synthetic(t){if((0,l.isNumber)(t))return t;if((0,l.isString)(t))return this._lookup([t]);let n=0;const e=t[t.length-1];return(0,l.isNumber)(e)&&(n=e,t=t.slice(0,-1)),this._lookup(t)+n}v_synthetic(t){const n=t.length,e=new p.ScreenArray(n);for(let i=0;i<n;i++)e[i]=this.synthetic(t[i]);return e}_init(t){const{levels:n,mapping:e,tops:i,mids:s,inside_padding:r}=(()=>{if((0,c.every)(this.factors,l.isString)){const t=this.factors,[n,e]=h(t,this.factor_padding);return{levels:1,mapping:n,tops:null,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&2==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])))){const t=this.factors,[n,e]=d(t,this.group_padding,this.factor_padding),i=[...n.keys()];return{levels:2,mapping:n,tops:i,mids:null,inside_padding:e}}if((0,c.every)(this.factors,(t=>(0,l.isArray)(t)&&3==t.length&&(0,l.isString)(t[0])&&(0,l.isString)(t[1])&&(0,l.isString)(t[2])))){const t=this.factors,[n,e]=_(t,this.group_padding,this.subgroup_padding,this.factor_padding),i=[...n.keys()],s=[];for(const[t,e]of n)for(const n of e.mapping.keys())s.push([t,n]);return{levels:3,mapping:n,tops:i,mids:s,inside_padding:e}}(0,u.unreachable)()})();this._mapping=e,this.tops=i,this.mids=s;let a=0,o=this.factors.length+r;if("percent"==this.range_padding_units){const t=(o-a)*this.range_padding/2;a-=t,o+=t}else a-=this.range_padding,o+=this.range_padding;this.setv({start:a,end:o,levels:n},{silent:t}),"auto"==this.bounds&&this.setv({bounds:[a,o]},{silent:!0})}}e.FactorRange=f,r=f,f.__name__="FactorRange",r.define((({Number:t})=>({factors:[e.FactorSeq,[]],factor_padding:[t,0],subgroup_padding:[t,.8],group_padding:[t,1.4],range_padding:[t,0],range_padding_units:[o.PaddingUnits,"percent"],start:[t],end:[t]}))),r.internal((({Number:t,String:n,Array:e,Tuple:i,Nullable:s})=>({levels:[t],mids:[s(e(i(n,n))),null],tops:[s(e(n)),null]})))},
+function _(t,e,s,a,i){a();const n=t(1);var _;const r=t(69),o=t(112),l=t(48),d=t(20),h=t(24),c=t(113),u=(0,n.__importStar)(t(18)),v=t(10);class p extends r.DataAnnotationView{async lazy_initialize(){await super.lazy_initialize();const{start:t,end:e}=this.model;null!=t&&(this.start=await(0,c.build_view)(t,{parent:this})),null!=e&&(this.end=await(0,c.build_view)(e,{parent:this}))}set_data(t){var e,s;super.set_data(t),null===(e=this.start)||void 0===e||e.set_data(t),null===(s=this.end)||void 0===s||s.set_data(t)}remove(){var t,e;null===(t=this.start)||void 0===t||t.remove(),null===(e=this.end)||void 0===e||e.remove(),super.remove()}map_data(){const{frame:t}=this.plot_view;"data"==this.model.start_units?(this._sx_start=this.coordinates.x_scale.v_compute(this._x_start),this._sy_start=this.coordinates.y_scale.v_compute(this._y_start)):(this._sx_start=t.bbox.xview.v_compute(this._x_start),this._sy_start=t.bbox.yview.v_compute(this._y_start)),"data"==this.model.end_units?(this._sx_end=this.coordinates.x_scale.v_compute(this._x_end),this._sy_end=this.coordinates.y_scale.v_compute(this._y_end)):(this._sx_end=t.bbox.xview.v_compute(this._x_end),this._sy_end=t.bbox.yview.v_compute(this._y_end));const{_sx_start:e,_sy_start:s,_sx_end:a,_sy_end:i}=this,n=e.length,_=this._angles=new h.ScreenArray(n);for(let t=0;t<n;t++)_[t]=Math.PI/2+(0,v.atan2)([e[t],s[t]],[a[t],i[t]])}paint(t){const{start:e,end:s}=this,{_sx_start:a,_sy_start:i,_sx_end:n,_sy_end:_,_angles:r}=this,{x:o,y:l,width:d,height:h}=this.plot_view.frame.bbox;for(let c=0,u=a.length;c<u;c++)null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.render(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.render(t,c),t.restore()),this.visuals.line.doit&&(t.save(),null==e&&null==s||(t.beginPath(),t.rect(o,l,d,h),null!=s&&(t.save(),t.translate(n[c],_[c]),t.rotate(r[c]),s.clip(t,c),t.restore()),null!=e&&(t.save(),t.translate(a[c],i[c]),t.rotate(r[c]+Math.PI),e.clip(t,c),t.restore()),t.closePath(),t.clip()),this.visuals.line.set_vectorize(t,c),t.beginPath(),t.moveTo(a[c],i[c]),t.lineTo(n[c],_[c]),t.stroke(),t.restore())}}s.ArrowView=p,p.__name__="ArrowView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.Arrow=x,_=x,x.__name__="Arrow",_.prototype.default_view=p,_.mixins(l.LineVector),_.define((({Ref:t,Nullable:e})=>({x_start:[u.XCoordinateSpec,{field:"x_start"}],y_start:[u.YCoordinateSpec,{field:"y_start"}],start_units:[d.SpatialUnits,"data"],start:[e(t(o.ArrowHead)),null],x_end:[u.XCoordinateSpec,{field:"x_end"}],y_end:[u.YCoordinateSpec,{field:"y_end"}],end_units:[d.SpatialUnits,"data"],end:[e(t(o.ArrowHead)),()=>new o.OpenHead]})))},
+function _(t,e,n,s,a){s();const o=t(1);var i;const c=t(40),r=t(70),_=t(75),l=t(78),h=(0,o.__importStar)(t(18));class d extends c.AnnotationView{constructor(){super(...arguments),this._initial_set_data=!1}connect_signals(){super.connect_signals();const t=()=>{this.set_data(this.model.source),this._rerender()};this.connect(this.model.change,t),this.connect(this.model.source.streaming,t),this.connect(this.model.source.patching,t),this.connect(this.model.source.change,t)}_rerender(){this.request_render()}set_data(t){const e=this;for(const n of this.model)if(n instanceof h.VectorSpec||n instanceof h.ScalarSpec)if(n instanceof h.BaseCoordinateSpec){const s=n.array(t);e[`_${n.attr}`]=s}else{const s=n.uniform(t);e[`${n.attr}`]=s}this.plot_model.use_map&&(null!=e._x&&l.inplace.project_xy(e._x,e._y),null!=e._xs&&l.inplace.project_xsys(e._xs,e._ys));for(const t of this.visuals)t.update()}_render(){this._initial_set_data||(this.set_data(this.model.source),this._initial_set_data=!0),this.map_data(),this.paint(this.layer.ctx)}}n.DataAnnotationView=d,d.__name__="DataAnnotationView";class u extends c.Annotation{constructor(t){super(t)}}n.DataAnnotation=u,i=u,u.__name__="DataAnnotation",i.define((({Ref:t})=>({source:[t(r.ColumnarDataSource),()=>new _.ColumnDataSource]})))},
+function _(t,e,n,s,a){var i;s();const r=t(71),l=t(15),c=t(19),o=t(73),h=t(8),u=t(9),g=t(13),d=t(72),_=t(74),m=t(29);class w extends r.DataSource{constructor(t){super(t),this.selection_manager=new o.SelectionManager(this)}get_array(t){let e=this.data[t];return null==e?this.data[t]=e=[]:(0,h.isArray)(e)||(this.data[t]=e=Array.from(e)),e}initialize(){super.initialize(),this._select=new l.Signal0(this,"select"),this.inspect=new l.Signal(this,"inspect"),this.streaming=new l.Signal0(this,"streaming"),this.patching=new l.Signal(this,"patching")}get_column(t){const e=this.data[t];return null!=e?e:null}columns(){return(0,g.keys)(this.data)}get_length(t=!0){const e=(0,u.uniq)((0,g.values)(this.data).map((t=>(0,m.is_NDArray)(t)?t.shape[0]:t.length)));switch(e.length){case 0:return null;case 1:return e[0];default:{const n="data source has columns of inconsistent lengths";if(t)return c.logger.warn(n),e.sort()[0];throw new Error(n)}}}get length(){var t;return null!==(t=this.get_length())&&void 0!==t?t:0}clear(){const t={};for(const e of this.columns())t[e]=new this.data[e].constructor(0);this.data=t}}n.ColumnarDataSource=w,i=w,w.__name__="ColumnarDataSource",i.define((({Ref:t})=>({selection_policy:[t(_.SelectionPolicy),()=>new _.UnionRenderers]}))),i.internal((({AnyRef:t})=>({inspected:[t(),()=>new d.Selection]})))},
+function _(e,c,n,t,o){var a;t();const s=e(53),r=e(72);class l extends s.Model{constructor(e){super(e)}}n.DataSource=l,a=l,l.__name__="DataSource",a.define((({Ref:e})=>({selected:[e(r.Selection),()=>new r.Selection]})))},
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+function _(e,i,s,t,o){t();const n=e(1);var l,a,r,_,c;const d=e(53),v=e(42),u=(0,n.__importStar)(e(45)),h=e(48),m=(0,n.__importStar)(e(18));class T extends v.View{initialize(){super.initialize(),this.visuals=new u.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.parent.canvas}set_data(e){const i=this;for(const s of this.model){if(!(s instanceof m.VectorSpec||s instanceof m.ScalarSpec))continue;const t=s.uniform(e);i[`${s.attr}`]=t}}}s.ArrowHeadView=T,T.__name__="ArrowHeadView";class p extends d.Model{constructor(e){super(e)}}s.ArrowHead=p,l=p,p.__name__="ArrowHead",l.define((()=>({size:[m.NumberSpec,25]})));class V extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,0),e.lineTo(.5*s,s)}render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.stroke()}}}s.OpenHeadView=V,V.__name__="OpenHeadView";class f extends p{constructor(e){super(e)}}s.OpenHead=f,a=f,f.__name__="OpenHead",a.prototype.default_view=V,a.mixins(h.LineVector);class w extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._normal(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._normal(e,i),e.stroke())}_normal(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.closePath()}}s.NormalHeadView=w,w.__name__="NormalHeadView";class H extends p{constructor(e){super(e)}}s.NormalHead=H,r=H,H.__name__="NormalHead",r.prototype.default_view=w,r.mixins([h.LineVector,h.FillVector]),r.override({fill_color:"black"});class z extends T{clip(e,i){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.moveTo(.5*s,s),e.lineTo(.5*s,-2),e.lineTo(-.5*s,-2),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.lineTo(.5*s,s)}render(e,i){this.visuals.fill.doit&&(this.visuals.fill.set_vectorize(e,i),this._vee(e,i),e.fill()),this.visuals.line.doit&&(this.visuals.line.set_vectorize(e,i),this._vee(e,i),e.stroke())}_vee(e,i){const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,s),e.lineTo(0,0),e.lineTo(-.5*s,s),e.lineTo(0,.5*s),e.closePath()}}s.VeeHeadView=z,z.__name__="VeeHeadView";class x extends p{constructor(e){super(e)}}s.VeeHead=x,_=x,x.__name__="VeeHead",_.prototype.default_view=z,_.mixins([h.LineVector,h.FillVector]),_.override({fill_color:"black"});class g extends T{render(e,i){if(this.visuals.line.doit){this.visuals.line.set_vectorize(e,i);const s=this.size.get(i);e.beginPath(),e.moveTo(.5*s,0),e.lineTo(-.5*s,0),e.stroke()}}clip(e,i){}}s.TeeHeadView=g,g.__name__="TeeHeadView";class b extends p{constructor(e){super(e)}}s.TeeHead=b,c=b,b.__name__="TeeHead",c.prototype.default_view=g,c.mixins(h.LineVector)},
+function _(n,e,t,i,o){i();const s=n(9);async function c(n,e,t){const i=new n(Object.assign(Object.assign({},t),{model:e}));return i.initialize(),await i.lazy_initialize(),i}t.build_view=async function(n,e={parent:null},t=(n=>n.default_view)){const i=await c(t(n),n,e);return i.connect_signals(),i},t.build_views=async function(n,e,t={parent:null},i=(n=>n.default_view)){const o=(0,s.difference)([...n.keys()],e);for(const e of o)n.get(e).remove(),n.delete(e);const a=[],f=e.filter((e=>!n.has(e)));for(const e of f){const o=await c(i(e),e,t);n.set(e,o),a.push(o)}for(const n of a)n.connect_signals();return a},t.remove_views=function(n){for(const[e,t]of n)t.remove(),n.delete(e)}},
+function _(e,s,_,i,l){i();const t=e(1);var o;const r=e(115),p=(0,t.__importStar)(e(48));class h extends r.UpperLowerView{paint(e){e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);for(let s=this._upper_sx.length-1;s>=0;s--)e.lineTo(this._upper_sx[s],this._upper_sy[s]);e.closePath(),this.visuals.fill.apply(e),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(let s=0,_=this._lower_sx.length;s<_;s++)e.lineTo(this._lower_sx[s],this._lower_sy[s]);this.visuals.line.apply(e),e.beginPath(),e.moveTo(this._upper_sx[0],this._upper_sy[0]);for(let s=0,_=this._upper_sx.length;s<_;s++)e.lineTo(this._upper_sx[s],this._upper_sy[s]);this.visuals.line.apply(e)}}_.BandView=h,h.__name__="BandView";class n extends r.UpperLower{constructor(e){super(e)}}_.Band=n,o=n,n.__name__="Band",o.prototype.default_view=h,o.mixins([p.Line,p.Fill]),o.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,i,s,o){s();const r=e(1);var n;const p=e(69),a=e(20),_=(0,r.__importStar)(e(18));class h extends p.DataAnnotationView{map_data(){const{frame:e}=this.plot_view,t=this.model.dimension,i=this.coordinates.x_scale,s=this.coordinates.y_scale,o="height"==t?s:i,r="height"==t?i:s,n="height"==t?e.bbox.yview:e.bbox.xview,p="height"==t?e.bbox.xview:e.bbox.yview;let a,_,h;a="data"==this.model.properties.lower.units?o.v_compute(this._lower):n.v_compute(this._lower),_="data"==this.model.properties.upper.units?o.v_compute(this._upper):n.v_compute(this._upper),h="data"==this.model.properties.base.units?r.v_compute(this._base):p.v_compute(this._base);const[d,c]="height"==t?[1,0]:[0,1],u=[a,h],l=[_,h];this._lower_sx=u[d],this._lower_sy=u[c],this._upper_sx=l[d],this._upper_sy=l[c]}}i.UpperLowerView=h,h.__name__="UpperLowerView";class d extends _.CoordinateSpec{get dimension(){return"width"==this.obj.dimension?"x":"y"}get units(){var e;return null!==(e=this.spec.units)&&void 0!==e?e:"data"}}i.XOrYCoordinateSpec=d,d.__name__="XOrYCoordinateSpec";class c extends p.DataAnnotation{constructor(e){super(e)}}i.UpperLower=c,n=c,c.__name__="UpperLower",n.define((()=>({dimension:[a.Dimension,"height"],lower:[d,{field:"lower"}],upper:[d,{field:"upper"}],base:[d,{field:"base"}]})))},
+function _(t,o,i,n,e){n();const s=t(1);var l;const r=t(40),a=(0,s.__importStar)(t(48)),c=t(20),h=t(65);i.EDGE_TOLERANCE=2.5;class b extends r.AnnotationView{constructor(){super(...arguments),this.bbox=new h.BBox}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{left:t,right:o,top:i,bottom:n}=this.model;if(null==t&&null==o&&null==i&&null==n)return;const{frame:e}=this.plot_view,s=this.coordinates.x_scale,l=this.coordinates.y_scale,r=(t,o,i,n,e)=>{let s;return s=null!=t?this.model.screen?t:"data"==o?i.compute(t):n.compute(t):e,s};this.bbox=h.BBox.from_rect({left:r(t,this.model.left_units,s,e.bbox.xview,e.bbox.left),right:r(o,this.model.right_units,s,e.bbox.xview,e.bbox.right),top:r(i,this.model.top_units,l,e.bbox.yview,e.bbox.top),bottom:r(n,this.model.bottom_units,l,e.bbox.yview,e.bbox.bottom)}),this._paint_box()}_paint_box(){const{ctx:t}=this.layer;t.save();const{left:o,top:i,width:n,height:e}=this.bbox;t.beginPath(),t.rect(o,i,n,e),this.visuals.fill.apply(t),this.visuals.hatch.apply(t),this.visuals.line.apply(t),t.restore()}interactive_bbox(){const t=this.model.line_width+i.EDGE_TOLERANCE;return this.bbox.grow_by(t)}interactive_hit(t,o){if(null==this.model.in_cursor)return!1;return this.interactive_bbox().contains(t,o)}cursor(t,o){const{left:i,right:n,bottom:e,top:s}=this.bbox;return Math.abs(t-i)<3||Math.abs(t-n)<3?this.model.ew_cursor:Math.abs(o-e)<3||Math.abs(o-s)<3?this.model.ns_cursor:this.bbox.contains(t,o)?this.model.in_cursor:null}}i.BoxAnnotationView=b,b.__name__="BoxAnnotationView";class u extends r.Annotation{constructor(t){super(t)}update({left:t,right:o,top:i,bottom:n}){this.setv({left:t,right:o,top:i,bottom:n,screen:!0})}}i.BoxAnnotation=u,l=u,u.__name__="BoxAnnotation",l.prototype.default_view=b,l.mixins([a.Line,a.Fill,a.Hatch]),l.define((({Number:t,Nullable:o})=>({top:[o(t),null],top_units:[c.SpatialUnits,"data"],bottom:[o(t),null],bottom_units:[c.SpatialUnits,"data"],left:[o(t),null],left_units:[c.SpatialUnits,"data"],right:[o(t),null],right_units:[c.SpatialUnits,"data"],render_mode:[c.RenderMode,"canvas"]}))),l.internal((({Boolean:t,String:o,Nullable:i})=>({screen:[t,!1],ew_cursor:[i(o),null],ns_cursor:[i(o),null],in_cursor:[i(o),null]}))),l.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(t,e,i,o,n){o();const a=t(1);var r;const s=t(40),l=t(118),_=t(126),c=t(127),h=t(130),u=t(168),p=t(131),m=t(192),g=t(132),d=t(173),f=t(172),w=t(196),b=t(204),v=t(206),x=t(133),y=t(20),k=(0,a.__importStar)(t(48)),z=t(9),j=t(207),C=t(208),L=t(211),B=t(123),S=t(11),M=t(113),T=t(65),A=t(8);class O extends s.AnnotationView{get orientation(){return this._orientation}initialize(){super.initialize();const{ticker:t,formatter:e,color_mapper:i}=this.model;this._ticker="auto"!=t?t:(()=>{switch(!0){case i instanceof w.LogColorMapper:return new u.LogTicker;case i instanceof w.ScanningColorMapper:return new u.BinnedTicker({mapper:i});case i instanceof w.CategoricalColorMapper:return new u.CategoricalTicker;default:return new u.BasicTicker}})(),this._formatter="auto"!=e?e:(()=>{switch(!0){case this._ticker instanceof u.LogTicker:return new m.LogTickFormatter;case i instanceof w.CategoricalColorMapper:return new m.CategoricalTickFormatter;default:return new m.BasicTickFormatter}})(),this._major_range=(()=>{if(i instanceof w.CategoricalColorMapper){const{factors:t}=i;return new v.FactorRange({factors:t})}if(i instanceof f.ContinuousColorMapper){const{min:t,max:e}=i.metrics;return new v.Range1d({start:t,end:e})}(0,S.unreachable)()})(),this._major_scale=(()=>{if(i instanceof w.LinearColorMapper)return new b.LinearScale;if(i instanceof w.LogColorMapper)return new b.LogScale;if(i instanceof w.ScanningColorMapper){const{binning:t}=i.metrics;return new b.LinearInterpolationScale({binning:t})}if(i instanceof w.CategoricalColorMapper)return new b.CategoricalScale;(0,S.unreachable)()})(),this._minor_range=new v.Range1d({start:0,end:1}),this._minor_scale=new b.LinearScale;const o=k.attrs_of(this.model,"major_label_",k.Text,!0),n=k.attrs_of(this.model,"major_tick_",k.Line,!0),a=k.attrs_of(this.model,"minor_tick_",k.Line,!0),r=k.attrs_of(this.model,"title_",k.Text),s=i instanceof w.CategoricalColorMapper?c.CategoricalAxis:i instanceof w.LogColorMapper?c.LogAxis:c.LinearAxis;this._axis=new s(Object.assign(Object.assign(Object.assign({ticker:this._ticker,formatter:this._formatter,major_tick_in:this.model.major_tick_in,major_tick_out:this.model.major_tick_out,minor_tick_in:this.model.minor_tick_in,minor_tick_out:this.model.minor_tick_out,major_label_standoff:this.model.label_standoff,major_label_overrides:this.model.major_label_overrides,major_label_policy:this.model.major_label_policy,axis_line_color:null},o),n),a));const{title:_}=this.model;_&&(this._title=new l.Title(Object.assign({text:_,standoff:this.model.title_standoff},r)))}async lazy_initialize(){await super.lazy_initialize();const t=this,e={get parent(){return t.parent},get root(){return t.root},get frame(){return t._frame},get canvas_view(){return t.parent.canvas_view},request_layout(){t.parent.request_layout()}};this._axis_view=await(0,M.build_view)(this._axis,{parent:e}),null!=this._title&&(this._title_view=await(0,M.build_view)(this._title,{parent:e}))}remove(){var t;null===(t=this._title_view)||void 0===t||t.remove(),this._axis_view.remove(),super.remove()}connect_signals(){super.connect_signals(),this.connect(this._ticker.change,(()=>this.request_render())),this.connect(this._formatter.change,(()=>this.request_render())),this.connect(this.model.color_mapper.metrics_change,(()=>{const t=this._major_range,e=this._major_scale,{color_mapper:i}=this.model;if(i instanceof f.ContinuousColorMapper&&t instanceof v.Range1d){const{min:e,max:o}=i.metrics;t.setv({start:e,end:o})}if(i instanceof w.ScanningColorMapper&&e instanceof b.LinearInterpolationScale){const{binning:t}=i.metrics;e.binning=t}this._set_canvas_image(),this.plot_view.request_layout()}))}_set_canvas_image(){const{orientation:t}=this,e=(()=>{const{palette:e}=this.model.color_mapper;return"vertical"==t?(0,z.reversed)(e):e})(),[i,o]="vertical"==t?[1,e.length]:[e.length,1],n=this._image=document.createElement("canvas");n.width=i,n.height=o;const a=n.getContext("2d"),r=a.getImageData(0,0,i,o),s=new w.LinearColorMapper({palette:e}).rgba_mapper.v_compute((0,z.range)(0,e.length));r.data.set(s),a.putImageData(r,0,0)}update_layout(){const{location:t,width:e,height:i,padding:o,margin:n}=this.model,[a,r]=(()=>{if(!(0,A.isString)(t))return["end","start"];switch(t){case"top_left":return["start","start"];case"top":case"top_center":return["start","center"];case"top_right":return["start","end"];case"bottom_left":return["end","start"];case"bottom":case"bottom_center":return["end","center"];case"bottom_right":return["end","end"];case"left":case"center_left":return["center","start"];case"center":case"center_center":return["center","center"];case"right":case"center_right":return["center","end"]}})(),s=this._orientation=(()=>{const{orientation:t}=this.model;return"auto"==t?null!=this.panel?this.panel.is_horizontal?"horizontal":"vertical":"start"==r||"end"==r||"center"==r&&"center"==a?"vertical":"horizontal":t})(),l=new C.NodeLayout,c=new C.VStack,h=new C.VStack,u=new C.HStack,p=new C.HStack;l.absolute=!0,c.absolute=!0,h.absolute=!0,u.absolute=!0,p.absolute=!0;const[m,g,d,f]=(()=>"horizontal"==s?[this._major_scale,this._minor_scale,this._major_range,this._minor_range]:[this._minor_scale,this._major_scale,this._minor_range,this._major_range])();this._frame=new _.CartesianFrame(m,g,d,f),l.on_resize((t=>this._frame.set_geometry(t)));const w=new L.BorderLayout;this._inner_layout=w,w.absolute=!0,w.center_panel=l,w.top_panel=c,w.bottom_panel=h,w.left_panel=u,w.right_panel=p;const b={left:o,right:o,top:o,bottom:o},v=(()=>{if(null==this.panel){if((0,A.isString)(t))return{left:n,right:n,top:n,bottom:n};{const[e,i]=t;return{left:e,right:n,top:n,bottom:i}}}if(!(0,A.isString)(t)){const[e,i]=t;return w.fixup_geometry=(t,o)=>{const n=t,a=this.layout.bbox,{width:r,height:s}=t;if(t=new T.BBox({left:a.left+e,bottom:a.bottom-i,width:r,height:s}),null!=o){const e=t.left-n.left,i=t.top-n.top,{left:a,top:r,width:s,height:l}=o;o=new T.BBox({left:a+e,top:r+i,width:s,height:l})}return[t,o]},{left:e,right:0,top:0,bottom:i}}w.fixup_geometry=(t,e)=>{const i=t;if("horizontal"==s){const{top:e,width:i,height:o}=t;if("end"==r){const{right:n}=this.layout.bbox;t=new T.BBox({right:n,top:e,width:i,height:o})}else if("center"==r){const{hcenter:n}=this.layout.bbox;t=new T.BBox({hcenter:Math.round(n),top:e,width:i,height:o})}}else{const{left:e,width:i,height:o}=t;if("end"==a){const{bottom:n}=this.layout.bbox;t=new T.BBox({left:e,bottom:n,width:i,height:o})}else if("center"==a){const{vcenter:n}=this.layout.bbox;t=new T.BBox({left:e,vcenter:Math.round(n),width:i,height:o})}}if(null!=e){const o=t.left-i.left,n=t.top-i.top,{left:a,top:r,width:s,height:l}=e;e=new T.BBox({left:a+o,top:r+n,width:s,height:l})}return[t,e]}})();let x,y,k,z;if(w.padding=b,null!=this.panel?(x="max",y=void 0,k=void 0,z=void 0):"auto"==("horizontal"==s?e:i)?(x="fixed",y=25*this.model.color_mapper.palette.length,k={percent:.3},z={percent:.8}):(x="fit",y=void 0),"horizontal"==s){const t="auto"==e?void 0:e,o="auto"==i?25:i;w.set_sizing({width_policy:x,height_policy:"min",width:y,min_width:k,max_width:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"auto"==e?"fit":"fixed",height_policy:"fixed",width:t,height:o})}else{const t="auto"==e?25:e,o="auto"==i?void 0:i;w.set_sizing({width_policy:"min",height_policy:x,height:y,min_height:k,max_height:z,halign:r,valign:a,margin:v}),w.center_panel.set_sizing({width_policy:"fixed",height_policy:"auto"==i?"fit":"fixed",width:t,height:o})}c.set_sizing({width_policy:"fit",height_policy:"min"}),h.set_sizing({width_policy:"fit",height_policy:"min"}),u.set_sizing({width_policy:"min",height_policy:"fit"}),p.set_sizing({width_policy:"min",height_policy:"fit"});const{_title_view:S}=this;null!=S&&("horizontal"==s?(S.panel=new B.Panel("above"),S.update_layout(),c.children.push(S.layout)):(S.panel=new B.Panel("left"),S.update_layout(),u.children.push(S.layout)));const{panel:M}=this,O=null!=M&&s==M.orientation?M.side:"horizontal"==s?"below":"right",R=(()=>{switch(O){case"above":return c;case"below":return h;case"left":return u;case"right":return p}})(),{_axis_view:F}=this;if(F.panel=new B.Panel(O),F.update_layout(),R.children.push(F.layout),null!=this.panel){const t=new j.Grid([{layout:w,row:0,col:0}]);t.absolute=!0,"horizontal"==s?t.set_sizing({width_policy:"max",height_policy:"min"}):t.set_sizing({width_policy:"min",height_policy:"max"}),this.layout=t}else this.layout=this._inner_layout;const{visible:I}=this.model;this.layout.sizing.visible=I,this._set_canvas_image()}_render(){var t;const{ctx:e}=this.layer;e.save(),this._paint_bbox(e,this._inner_layout.bbox),this._paint_image(e,this._inner_layout.center_panel.bbox),null===(t=this._title_view)||void 0===t||t.render(),this._axis_view.render(),e.restore()}_paint_bbox(t,e){const{x:i,y:o}=e;let{width:n,height:a}=e;i+n>=this.parent.canvas_view.bbox.width&&(n-=1),o+a>=this.parent.canvas_view.bbox.height&&(a-=1),t.save(),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(t),t.fillRect(i,o,n,a)),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}_paint_image(t,e){const{x:i,y:o,width:n,height:a}=e;t.save(),t.setImageSmoothingEnabled(!1),t.globalAlpha=this.model.scale_alpha,t.drawImage(this._image,i,o,n,a),this.visuals.bar_line.doit&&(this.visuals.bar_line.set_value(t),t.strokeRect(i,o,n,a)),t.restore()}serializable_state(){const t=super.serializable_state(),{children:e=[]}=t,i=(0,a.__rest)(t,["children"]);return null!=this._title_view&&e.push(this._title_view.serializable_state()),e.push(this._axis_view.serializable_state()),Object.assign(Object.assign({},i),{children:e})}}i.ColorBarView=O,O.__name__="ColorBarView";class R extends s.Annotation{constructor(t){super(t)}}i.ColorBar=R,r=R,R.__name__="ColorBar",r.prototype.default_view=O,r.mixins([["major_label_",k.Text],["title_",k.Text],["major_tick_",k.Line],["minor_tick_",k.Line],["border_",k.Line],["bar_",k.Line],["background_",k.Fill]]),r.define((({Alpha:t,Number:e,String:i,Tuple:o,Dict:n,Or:a,Ref:r,Auto:s,Nullable:l})=>({location:[a(y.Anchor,o(e,e)),"top_right"],orientation:[a(y.Orientation,s),"auto"],title:[l(i),null],title_standoff:[e,2],width:[a(e,s),"auto"],height:[a(e,s),"auto"],scale_alpha:[t,1],ticker:[a(r(h.Ticker),s),"auto"],formatter:[a(r(p.TickFormatter),s),"auto"],major_label_overrides:[n(a(i,r(x.BaseText))),{}],major_label_policy:[r(g.LabelingPolicy),()=>new g.NoOverlap],color_mapper:[r(d.ColorMapper)],label_standoff:[e,5],margin:[e,30],padding:[e,10],major_tick_in:[e,5],major_tick_out:[e,0],minor_tick_in:[e,0],minor_tick_out:[e,0]}))),r.override({background_fill_color:"#ffffff",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_font_size:"11px",major_tick_line_color:"#ffffff",minor_tick_line_color:null,title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(t,e,i,s,l){s();const o=t(1);var a;const n=t(119),r=t(20),c=t(120),h=(0,o.__importStar)(t(48));class _ extends n.TextAnnotationView{_get_location(){const t=this.model.offset,e=this.model.standoff/2;let i,s;const{bbox:l}=this.layout;switch(this.panel.side){case"above":case"below":switch(this.model.vertical_align){case"top":s=l.top+e;break;case"middle":s=l.vcenter;break;case"bottom":s=l.bottom-e}switch(this.model.align){case"left":i=l.left+t;break;case"center":i=l.hcenter;break;case"right":i=l.right-t}break;case"left":switch(this.model.vertical_align){case"top":i=l.left+e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.right-e}switch(this.model.align){case"left":s=l.bottom-t;break;case"center":s=l.vcenter;break;case"right":s=l.top+t}break;case"right":switch(this.model.vertical_align){case"top":i=l.right-e;break;case"middle":i=l.hcenter;break;case"bottom":i=l.left+e}switch(this.model.align){case"left":s=l.top+t;break;case"center":s=l.vcenter;break;case"right":s=l.bottom-t}}return[i,s]}_render(){const{text:t}=this.model;if(null==t||0==t.length)return;this.model.text_baseline=this.model.vertical_align,this.model.text_align=this.model.align;const[e,i]=this._get_location(),s=this.panel.get_label_angle_heuristic("parallel");("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,t,e,i,s)}_get_size(){const{text:t}=this.model,e=new c.TextBox({text:t});e.visuals=this.visuals.text.values();const{width:i,height:s}=e.size();return{width:i,height:0==s?0:2+s+this.model.standoff}}}i.TitleView=_,_.__name__="TitleView";class d extends n.TextAnnotation{constructor(t){super(t)}}i.Title=d,a=d,d.__name__="Title",a.prototype.default_view=_,a.mixins([h.Text,["border_",h.Line],["background_",h.Fill]]),a.define((({Number:t,String:e})=>({text:[e,""],vertical_align:[r.VerticalAlign,"bottom"],align:[r.TextAlign,"left"],offset:[t,0],standoff:[t,10]}))),a.prototype._props.text_align.options.internal=!0,a.prototype._props.text_baseline.options.internal=!0,a.override({text_font_size:"13px",text_font_style:"bold",text_line_height:1,background_fill_color:null,border_line_color:null})},
+function _(e,t,s,i,l){var n;i();const o=e(40),a=e(43),r=e(20),d=e(120),u=e(123),c=e(11);class h extends o.AnnotationView{update_layout(){const{panel:e}=this;this.layout=null!=e?new u.SideLayout(e,(()=>this.get_size()),!0):void 0}initialize(){super.initialize(),"css"==this.model.render_mode&&(this.el=(0,a.div)(),this.plot_view.canvas_view.add_overlay(this.el))}remove(){null!=this.el&&(0,a.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),"css"==this.model.render_mode?this.connect(this.model.change,(()=>this.render())):this.connect(this.model.change,(()=>this.request_render()))}render(){this.model.visible||"css"!=this.model.render_mode||(0,a.undisplay)(this.el),super.render()}_canvas_text(e,t,s,i,l){const n=new d.TextBox({text:t});n.angle=l,n.position={sx:s,sy:i},n.visuals=this.visuals.text.values();const{background_fill:o,border_line:a}=this.visuals;if(o.doit||a.doit){const{p0:t,p1:s,p2:i,p3:l}=n.rect();e.beginPath(),e.moveTo(t.x,t.y),e.lineTo(s.x,s.y),e.lineTo(i.x,i.y),e.lineTo(l.x,l.y),e.closePath(),this.visuals.background_fill.apply(e),this.visuals.border_line.apply(e)}this.visuals.text.doit&&n.paint(e)}_css_text(e,t,s,i,l){const{el:n}=this;(0,c.assert)(null!=n),(0,a.undisplay)(n),n.textContent=t,this.visuals.text.set_value(e),n.style.position="absolute",n.style.left=`${s}px`,n.style.top=`${i}px`,n.style.color=e.fillStyle,n.style.font=e.font,n.style.lineHeight="normal",n.style.whiteSpace="pre";const[o,r]=(()=>{switch(this.visuals.text.text_align.get_value()){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,u]=(()=>{switch(this.visuals.text.text_baseline.get_value()){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${r}, ${u})`;l&&(h+=`rotate(${l}rad)`),n.style.transformOrigin=`${o} ${d}`,n.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),n.style.backgroundColor=e.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_value(e),n.style.borderStyle=e.lineDash.length<2?"solid":"dashed",n.style.borderWidth=`${e.lineWidth}px`,n.style.borderColor=e.strokeStyle),(0,a.display)(n)}}s.TextAnnotationView=h,h.__name__="TextAnnotationView";class _ extends o.Annotation{constructor(e){super(e)}}s.TextAnnotation=_,n=_,_.__name__="TextAnnotation",n.define((()=>({render_mode:[r.RenderMode,"canvas"]})))},
+function _(t,e,s,i,n){i();const h=t(65),o=t(121),r=t(9),a=t(8),c=t(122),_=t(22);s.text_width=(()=>{const t=document.createElement("canvas").getContext("2d");let e="";return(s,i)=>(i!=e&&(e=i,t.font=i),t.measureText(s).width)})();class l{constructor(){this._position={sx:0,sy:0},this.font_size_scale=1,this.align="left",this._base_font_size=13,this._x_anchor="left",this._y_anchor="center"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}set position(t){this._position=t}get position(){return this._position}infer_text_height(){return"ascent_descent"}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new h.BBox({left:n,right:r,top:o,bottom:a})}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new c.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e.x),h(e.y)),t.lineTo(h(s.x),h(s.y)),t.lineTo(h(i.x),h(i.y)),t.lineTo(h(n.x),h(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:h}=Math;t.moveTo(h(e),h(s)),t.lineTo(h(e),h(s+n)),t.lineTo(h(e+i),h(s+n)),t.lineTo(h(e+i),h(s)),t.closePath(),t.stroke(),t.restore()}}s.GraphicsBox=l,l.__name__="GraphicsBox";class x extends l{constructor({text:t}){super(),this.text=t}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const h=t.font,{font_size_scale:r,base_font_size:a}=this,c=(0,o.parse_css_font_size)(n);if(null!=c){let{value:t,unit:e}=c;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const l=`${i} ${n} ${h}`;this.font=l,this.color=(0,_.color2css)(e,s),this.line_height=t.line_height;const x=t.align;this._x_anchor=x;const u=t.baseline;this._y_anchor=(()=>{switch(u){case"top":return"top";case"middle":return"center";case"bottom":return"bottom";default:return"baseline"}})()}infer_text_height(){if(this.text.includes("\n"))return"ascent_descent";{function t(t){for(const e of new Set(t))if(!("0"<=e&&e<="9"))switch(e){case",":case".":case"+":case"-":case"\u2212":case"e":continue;default:return!1}return!0}return t(this.text)?"cap":"ascent_descent"}}_text_line(t){var e;const s=null!==(e=this.text_height_metric)&&void 0!==e?e:this.infer_text_height(),i=(()=>{switch(s){case"x":case"x_descent":return t.x_height;case"cap":case"cap_descent":return t.cap_height;case"ascent":case"ascent_descent":return t.ascent}})(),n=(()=>{switch(s){case"x":case"cap":case"ascent":return 0;case"x_descent":case"cap_descent":case"ascent_descent":return t.descent}})();return{height:i+n,ascent:i,descent:n}}get nlines(){return this.text.split("\n").length}_size(){var t,e;const{font:i}=this,n=(0,o.font_metrics)(i),h=(this.line_height-1)*n.height,a=""==this.text,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,i))),x=this._text_line(n).height*_,u="%"==(null===(t=this.width)||void 0===t?void 0:t.unit)?this.width.value:1,p="%"==(null===(e=this.height)||void 0===e?void 0:e.unit)?this.height.value:1;return{width:(0,r.max)(l)*u,height:a?0:(x+h*(_-1))*p,metrics:n}}_computed_position(t,e,s){const{width:i,height:n}=t,{sx:h,sy:o,x_anchor:r=this._x_anchor,y_anchor:c=this._y_anchor}=this.position;return{x:h-(()=>{if((0,a.isNumber)(r))return r*i;switch(r){case"left":return 0;case"center":return.5*i;case"right":return i}})(),y:o-(()=>{var t;if((0,a.isNumber)(c))return c*n;switch(c){case"top":return 0;case"center":return.5*n;case"bottom":return n;case"baseline":if(1!=s)return.5*n;switch(null!==(t=this.text_height_metric)&&void 0!==t?t:this.infer_text_height()){case"x":case"x_descent":return e.x_height;case"cap":case"cap_descent":return e.cap_height;case"ascent":case"ascent_descent":return e.ascent}}})()}}_rect(){const{width:t,height:e,metrics:s}=this._size(),i=this.text.split("\n").length,{x:n,y:o}=this._computed_position({width:t,height:e},s,i);return new h.BBox({x:n,y:o,width:t,height:e}).rect}paint(t){var e,i;const{font:n}=this,h=(0,o.font_metrics)(n),a=(this.line_height-1)*h.height,c=this.text.split("\n"),_=c.length,l=c.map((t=>(0,s.text_width)(t,n))),x=this._text_line(h),u=x.height*_,p="%"==(null===(e=this.width)||void 0===e?void 0:e.unit)?this.width.value:1,f="%"==(null===(i=this.height)||void 0===i?void 0:i.unit)?this.height.value:1,g=(0,r.max)(l)*p,d=(u+a*(_-1))*f;t.save(),t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic";const{sx:b,sy:m}=this.position,{align:y}=this,{angle:w}=this;w&&(t.translate(b,m),t.rotate(w),t.translate(-b,-m));let{x:v,y:z}=this._computed_position({width:g,height:d},h,_);if("justify"==y)for(let e=0;e<_;e++){let i=v;const h=c[e].split(" "),o=h.length,_=h.map((t=>(0,s.text_width)(t,n))),l=(g-(0,r.sum)(_))/(o-1);for(let e=0;e<o;e++)t.fillText(h[e],i,z),i+=_[e]+l;z+=x.height+a}else for(let e=0;e<_;e++){const s=v+(()=>{switch(y){case"left":return 0;case"center":return.5*(g-l[e]);case"right":return g-l[e]}})();t.fillStyle=this.color,t.fillText(c[e],s,z+x.ascent),z+=x.height+a}t.restore()}}s.TextBox=x,x.__name__="TextBox";class u extends l{constructor(t,e){super(),this.base=t,this.expo=e}get children(){return[this.base,this.expo]}set base_font_size(t){super.base_font_size=t,this.base.base_font_size=t,this.expo.base_font_size=t}set position(t){this._position=t;const e=this.base.size(),s=this.expo.size(),i=this._shift_scale()*e.height,n=Math.max(e.height,i+s.height);this.base.position={sx:0,x_anchor:"left",sy:n,y_anchor:"bottom"},this.expo.position={sx:e.width,x_anchor:"left",sy:i,y_anchor:"bottom"}}get position(){return this._position}set visuals(t){this.expo.font_size_scale=.7,this.base.visuals=t,this.expo.visuals=t}_shift_scale(){if(this.base instanceof x&&1==this.base.nlines){const{x_height:t,cap_height:e}=(0,o.font_metrics)(this.base.font);return t/e}return 2/3}infer_text_height(){return this.base.infer_text_height()}_rect(){const t=this.base.bbox(),e=this.expo.bbox(),s=t.union(e),{x:i,y:n}=this._computed_position();return s.translate(i,n).rect}_size(){const t=this.base.size(),e=this.expo.size();return{width:t.width+e.width,height:Math.max(t.height,this._shift_scale()*t.height+e.height)}}paint(t){t.save();const{angle:e}=this;if(e){const{sx:s,sy:i}=this.position;t.translate(s,i),t.rotate(e),t.translate(-s,-i)}const{x:s,y:i}=this._computed_position();t.translate(s,i),this.base.paint(t),this.expo.paint(t),t.restore()}paint_bbox(t){super.paint_bbox(t);const{x:e,y:s}=this._computed_position();t.save(),t.translate(e,s);for(const e of this.children)e.paint_bbox(t);t.restore()}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:h=this._y_anchor}=this.position;return{x:s-(()=>{if((0,a.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,a.isNumber)(h))return h*e;switch(h){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}}s.BaseExpo=u,u.__name__="BaseExpo";class p{constructor(t){this.items=t}set base_font_size(t){for(const e of this.items)e.base_font_size=t}get length(){return this.items.length}set visuals(t){for(const e of this.items)e.visuals=t;const e={x:0,cap:1,ascent:2,x_descent:3,cap_descent:4,ascent_descent:5},s=(0,r.max_by)(this.items.map((t=>t.infer_text_height())),(t=>e[t]));for(const t of this.items)t.text_height_metric=s}set angle(t){for(const e of this.items)e.angle=t}max_size(){let t=0,e=0;for(const s of this.items){const i=s.size();t=Math.max(t,i.width),e=Math.max(e,i.height)}return{width:t,height:e}}}s.GraphicsBoxes=p,p.__name__="GraphicsBoxes"},
+function _(t,e,n,r,l){r();const a=t(11),c=(()=>{try{return"undefined"!=typeof OffscreenCanvas&&null!=new OffscreenCanvas(0,0).getContext("2d")}catch(t){return!1}})()?(t,e)=>new OffscreenCanvas(t,e):(t,e)=>{const n=document.createElement("canvas");return n.width=t,n.height=e,n},o=(()=>{const t=c(0,0).getContext("2d");return e=>{t.font=e;const n=t.measureText("M"),r=t.measureText("x"),l=t.measureText("\xc5\u015ag|"),c=l.fontBoundingBoxAscent,o=l.fontBoundingBoxDescent;if(null!=c&&null!=o)return{height:c+o,ascent:c,descent:o,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};const s=l.actualBoundingBoxAscent,u=l.actualBoundingBoxDescent;if(null!=s&&null!=u)return{height:s+u,ascent:s,descent:u,cap_height:n.actualBoundingBoxAscent,x_height:r.actualBoundingBoxAscent};(0,a.unreachable)()}})(),s=(()=>{const t=c(0,0).getContext("2d");return(e,n)=>{t.font=n;const r=t.measureText(e),l=r.actualBoundingBoxAscent,c=r.actualBoundingBoxDescent;if(null!=l&&null!=c)return{width:r.width,height:l+c,ascent:l,descent:c};(0,a.unreachable)()}})(),u=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a=1)=>{e.font=l;const{width:c}=e.measureText("M"),o=c*a,s=Math.ceil(o),u=Math.ceil(2*o),i=Math.ceil(1.5*o);n<s&&(n=s,t.width=s),r<u&&(r=u,t.height=u),e.save(),e.scale(a,a),e.fillStyle="#f00",e.fillRect(0,0,s,u);const f=t=>{let e=0;for(let n=0;n<=i;n++)for(let r=0;r<s;r++,e+=4)if(255!=t[e])return i-n;return 0};e.font=l,e.fillStyle="#000";for(const t of"xa")e.fillText(t,0,i/a);const{data:h}=e.getImageData(0,0,s,u),g=f(h)/a;for(const t of"ASQ")e.fillText(t,0,i/a);const{data:d}=e.getImageData(0,0,s,u),x=f(d)/a;for(const t of"\xc5\u015agy")e.fillText(t,0,i/a);const{data:m}=e.getImageData(0,0,s,u),B=f(m)/a,w=(t=>{let e=t.length-4;for(let n=u;n>=i;n--)for(let r=0;r<s;r++,e-=4)if(255!=t[e])return n-i;return 0})(m)/a;return e.restore(),{height:B+w,ascent:B,cap_height:x,x_height:g,descent:w}}})(),i=(()=>{const t=document.createElement("canvas"),e=t.getContext("2d");let n=-1,r=-1;return(l,a,c=1)=>{e.font=a;const{width:o}=e.measureText("M"),s=o*c,u=Math.ceil(s),i=Math.ceil(2*s),f=Math.ceil(1.5*s);(n<u||r<i)&&(n=u,t.width=u,r=i,t.height=i),e.save(),e.scale(c,c),e.fillStyle="#f00",e.fillRect(0,0,u,i);e.font=a,e.fillStyle="#000",e.fillText(l,0,f/c);const h=e.measureText(l),{data:g}=e.getImageData(0,0,u,i),d=(t=>{let e=0;for(let n=0;n<=f;n++)for(let r=0;r<u;r++,e+=4)if(255!=t[e])return f-n;return 0})(g)/c,x=(t=>{let e=t.length-4;for(let n=i;n>=f;n--)for(let r=0;r<u;r++,e-=4)if(255!=t[e])return n-f;return 0})(g)/c;return e.restore(),{width:h.width,height:d+x,ascent:d,descent:x}}})(),f=(()=>{try{return o("normal 10px sans-serif"),o}catch(t){return u}})(),h=(()=>{try{return s("A","normal 10px sans-serif"),s}catch(t){return i}})(),g=new Map;function d(t){let e=g.get(t);return null==e&&(e={font:f(t),glyphs:new Map},g.set(t,e)),e.font}n.font_metrics=d,n.glyph_metrics=function(t,e){let n=g.get(e);null==n&&(d(e),n=g.get(e));let r=n.glyphs.get(t);return null==r&&(r=h(t,e),n.glyphs.set(t,r)),r},n.parse_css_font_size=function(t){const e=t.match(/^\s*(\d+(\.\d+)?)(\w+)\s*$/);if(null!=e){const[,t,,n]=e,r=Number(t);if(isFinite(r))return{value:r,unit:n}}return null}},
+function _(t,s,r,n,i){n();const{sin:e,cos:a}=Math;class h{constructor(t=1,s=0,r=0,n=1,i=0,e=0){this.a=t,this.b=s,this.c=r,this.d=n,this.e=i,this.f=e}toString(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return`matrix(${t}, ${s}, ${r}, ${n}, ${i}, ${e})`}static from_DOMMatrix(t){const{a:s,b:r,c:n,d:i,e,f:a}=t;return new h(s,r,n,i,e,a)}to_DOMMatrix(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new DOMMatrix([t,s,r,n,i,e])}clone(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return new h(t,s,r,n,i,e)}get is_identity(){const{a:t,b:s,c:r,d:n,e:i,f:e}=this;return 1==t&&0==s&&0==r&&1==n&&0==i&&0==e}apply_point(t){const[s,r]=this.apply(t.x,t.y);return{x:s,y:r}}apply_rect(t){return{p0:this.apply_point(t.p0),p1:this.apply_point(t.p1),p2:this.apply_point(t.p2),p3:this.apply_point(t.p3)}}apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this;return[r*t+i*s+a,n*t+e*s+h]}iv_apply(t,s){const{a:r,b:n,c:i,d:e,e:a,f:h}=this,c=t.length;for(let o=0;o<c;o++){const c=t[o],p=s[o];t[o]=r*c+i*p+a,s[o]=n*c+e*p+h}}transform(t,s,r,n,i,e){const{a,b:h,c,d:o,e:p,f}=this;return this.a=a*t+c*s,this.c=a*r+c*n,this.e=a*i+c*e+p,this.b=h*t+o*s,this.d=h*r+o*n,this.f=h*i+o*e+f,this}translate(t,s){return this.transform(1,0,0,1,t,s)}scale(t,s){return this.transform(t,0,0,s,0,0)}skew(t,s){return this.transform(1,s,t,1,0,0)}rotate(t){const s=e(t),r=a(t);return this.transform(r,s,-s,r,0,0)}rotate_ccw(t){return this.rotate(-t)}translate_x(t){return this.translate(t,0)}translate_y(t){return this.translate(0,t)}flip(){return this.scale(-1,-1)}flip_x(){return this.scale(1,-1)}flip_y(){return this.scale(-1,1)}}r.AffineTransform=h,h.__name__="AffineTransform"},
+function _(t,e,i,l,r){l();const a=t(124),o=t(125),n=t(8),h=Math.PI/2,s={above:{parallel:0,normal:-h,horizontal:0,vertical:-h},below:{parallel:0,normal:h,horizontal:0,vertical:h},left:{parallel:-h,normal:0,horizontal:0,vertical:-h},right:{parallel:h,normal:0,horizontal:0,vertical:h}},c={above:{parallel:"bottom",normal:"center",horizontal:"bottom",vertical:"center"},below:{parallel:"top",normal:"center",horizontal:"top",vertical:"center"},left:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"},right:{parallel:"bottom",normal:"center",horizontal:"center",vertical:"bottom"}},g={above:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},below:{parallel:"center",normal:"left",horizontal:"center",vertical:"left"},left:{parallel:"center",normal:"right",horizontal:"right",vertical:"center"},right:{parallel:"center",normal:"left",horizontal:"left",vertical:"center"}},_={above:"right",below:"left",left:"right",right:"left"},b={above:"left",below:"right",left:"right",right:"left"};class z{constructor(t){this.side=t}get dimension(){return"above"==this.side||"below"==this.side?0:1}get normals(){switch(this.side){case"above":return[0,-1];case"below":return[0,1];case"left":return[-1,0];case"right":return[1,0]}}get orientation(){return this.is_horizontal?"horizontal":"vertical"}get is_horizontal(){return 0==this.dimension}get is_vertical(){return 1==this.dimension}get_label_text_heuristics(t){const{side:e}=this;return(0,n.isString)(t)?{vertical_align:c[e][t],align:g[e][t]}:{vertical_align:"center",align:(t<0?_:b)[e]}}get_label_angle_heuristic(t){return(0,n.isString)(t)?s[this.side][t]:-t}}i.Panel=z,z.__name__="Panel";class m extends o.ContentLayoutable{constructor(t,e,i=!1){super(),this.panel=t,this.get_size=e,this.rotate=i,this.panel.is_horizontal?this.set_sizing({width_policy:"max",height_policy:"fixed"}):this.set_sizing({width_policy:"fixed",height_policy:"max"})}_content_size(){const{width:t,height:e}=this.get_size();return!this.rotate||this.panel.is_horizontal?new a.Sizeable({width:t,height:e}):new a.Sizeable({width:e,height:t})}has_size_changed(){const{width:t,height:e}=this._content_size();return this.panel.is_horizontal?this.bbox.height!=e:this.bbox.width!=t}}i.SideLayout=m,m.__name__="SideLayout"},
+function _(h,t,i,e,w){e();const n=h(21),{min:d,max:s}=Math;class g{constructor(h={}){this.width=null!=h.width?h.width:0,this.height=null!=h.height?h.height:0}bounded_to({width:h,height:t}){return new g({width:this.width==1/0&&null!=h?h:this.width,height:this.height==1/0&&null!=t?t:this.height})}expanded_to({width:h,height:t}){return new g({width:h!=1/0?s(this.width,h):this.width,height:t!=1/0?s(this.height,t):this.height})}expand_to({width:h,height:t}){this.width=s(this.width,h),this.height=s(this.height,t)}narrowed_to({width:h,height:t}){return new g({width:d(this.width,h),height:d(this.height,t)})}narrow_to({width:h,height:t}){this.width=d(this.width,h),this.height=d(this.height,t)}grow_by({left:h,right:t,top:i,bottom:e}){const w=this.width+h+t,n=this.height+i+e;return new g({width:w,height:n})}shrink_by({left:h,right:t,top:i,bottom:e}){const w=s(this.width-h-t,0),n=s(this.height-i-e,0);return new g({width:w,height:n})}map(h,t){return new g({width:h(this.width),height:(null!=t?t:h)(this.height)})}}i.Sizeable=g,g.__name__="Sizeable",i.SizingPolicy=(0,n.Enum)("fixed","fit","min","max")},
+function _(i,t,h,e,n){e();const s=i(124),r=i(65),g=i(8),{min:l,max:a,round:_}=Math;class o{constructor(){this.absolute=!1,this._bbox=new r.BBox,this._inner_bbox=new r.BBox,this._dirty=!1,this._handlers=[]}*[Symbol.iterator](){}get bbox(){return this._bbox}get inner_bbox(){return this._inner_bbox}get sizing(){return this._sizing}set visible(i){this._sizing.visible=i,this._dirty=!0}set_sizing(i){var t,h,e,n,s;const r=null!==(t=i.width_policy)&&void 0!==t?t:"fit",g=i.width,l=i.min_width,a=i.max_width,_=null!==(h=i.height_policy)&&void 0!==h?h:"fit",o=i.height,d=i.min_height,u=i.max_height,c=i.aspect,w=null!==(e=i.margin)&&void 0!==e?e:{top:0,right:0,bottom:0,left:0},m=!1!==i.visible,x=null!==(n=i.halign)&&void 0!==n?n:"start",b=null!==(s=i.valign)&&void 0!==s?s:"start";this._sizing={width_policy:r,min_width:l,width:g,max_width:a,height_policy:_,min_height:d,height:o,max_height:u,aspect:c,margin:w,visible:m,halign:x,valign:b,size:{width:g,height:o}},this._init()}_init(){}_set_geometry(i,t){this._bbox=i,this._inner_bbox=t}set_geometry(i,t){const{fixup_geometry:h}=this;null!=h&&([i,t]=h(i,t)),this._set_geometry(i,null!=t?t:i);for(const i of this._handlers)i(this._bbox,this._inner_bbox)}on_resize(i){this._handlers.push(i)}is_width_expanding(){return"max"==this.sizing.width_policy}is_height_expanding(){return"max"==this.sizing.height_policy}apply_aspect(i,{width:t,height:h}){const{aspect:e}=this.sizing;if(null!=e){const{width_policy:n,height_policy:s}=this.sizing,r=(i,t)=>{const h={max:4,fit:3,min:2,fixed:1};return h[i]>h[t]};if("fixed"!=n&&"fixed"!=s)if(n==s){const n=t,s=_(t/e),r=_(h*e),g=h;Math.abs(i.width-n)+Math.abs(i.height-s)<=Math.abs(i.width-r)+Math.abs(i.height-g)?(t=n,h=s):(t=r,h=g)}else r(n,s)?h=_(t/e):t=_(h*e);else"fixed"==n?h=_(t/e):"fixed"==s&&(t=_(h*e))}return{width:t,height:h}}measure(i){if(!this.sizing.visible)return{width:0,height:0};const t=i=>"fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:i,h=i=>"fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:i,e=new s.Sizeable(i).shrink_by(this.sizing.margin).map(t,h),n=this._measure(e),r=this.clip_size(n,e),g=t(r.width),l=h(r.height),a=this.apply_aspect(e,{width:g,height:l});return Object.assign(Object.assign({},n),a)}compute(i={}){const t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),{width:h,height:e}=t,n=new r.BBox({left:0,top:0,width:h,height:e});let s;if(null!=t.inner){const{left:i,top:n,right:g,bottom:l}=t.inner;s=new r.BBox({left:i,top:n,right:h-g,bottom:e-l})}this.set_geometry(n,s)}get xview(){return this.bbox.xview}get yview(){return this.bbox.yview}clip_size(i,t){function h(i,t,h,e){return null==h?h=0:(0,g.isNumber)(h)||(h=Math.round(h.percent*t)),null==e?e=1/0:(0,g.isNumber)(e)||(e=Math.round(e.percent*t)),a(h,l(i,e))}return{width:h(i.width,t.width,this.sizing.min_width,this.sizing.max_width),height:h(i.height,t.height,this.sizing.min_height,this.sizing.max_height)}}has_size_changed(){const{_dirty:i}=this;return this._dirty=!1,i}}h.Layoutable=o,o.__name__="Layoutable";class d extends o{_measure(i){const{width_policy:t,height_policy:h}=this.sizing;return{width:(()=>{const{width:h}=this.sizing;if(i.width==1/0)return null!=h?h:0;switch(t){case"fixed":return null!=h?h:0;case"min":return null!=h?l(i.width,h):0;case"fit":return null!=h?l(i.width,h):i.width;case"max":return null!=h?a(i.width,h):i.width}})(),height:(()=>{const{height:t}=this.sizing;if(i.height==1/0)return null!=t?t:0;switch(h){case"fixed":return null!=t?t:0;case"min":return null!=t?l(i.height,t):0;case"fit":return null!=t?l(i.height,t):i.height;case"max":return null!=t?a(i.height,t):i.height}})()}}}h.LayoutItem=d,d.__name__="LayoutItem";class u extends o{_measure(i){const t=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(t);return{width:(()=>{switch(this.sizing.width_policy){case"fixed":return null!=this.sizing.width?this.sizing.width:t.width;case"min":return t.width;case"fit":return h.width;case"max":return Math.max(t.width,h.width)}})(),height:(()=>{switch(this.sizing.height_policy){case"fixed":return null!=this.sizing.height?this.sizing.height:t.height;case"min":return t.height;case"fit":return h.height;case"max":return Math.max(t.height,h.height)}})()}}}h.ContentLayoutable=u,u.__name__="ContentLayoutable"},
+function _(e,t,s,a,_){a();const r=e(62),n=e(61),g=e(58),i=e(63),c=e(67),h=e(65),l=e(13),o=e(11);class x{constructor(e,t,s,a,_={},r={},n={},g={}){this.in_x_scale=e,this.in_y_scale=t,this.x_range=s,this.y_range=a,this.extra_x_ranges=_,this.extra_y_ranges=r,this.extra_x_scales=n,this.extra_y_scales=g,this._bbox=new h.BBox,(0,o.assert)(null==e.source_range&&null==e.target_range),(0,o.assert)(null==t.source_range&&null==t.target_range),this._configure_scales()}get bbox(){return this._bbox}_get_ranges(e,t){return new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e})))}_get_scales(e,t,s,a){var _;const g=new Map((0,l.entries)(Object.assign(Object.assign({},t),{default:e}))),h=new Map;for(const[t,l]of s){if(l instanceof c.FactorRange!=e instanceof r.CategoricalScale)throw new Error(`Range ${l.type} is incompatible is Scale ${e.type}`);e instanceof n.LogScale&&l instanceof i.DataRange1d&&(l.scale_hint="log");const s=(null!==(_=g.get(t))&&void 0!==_?_:e).clone();s.setv({source_range:l,target_range:a}),h.set(t,s)}return h}_configure_frame_ranges(){const{bbox:e}=this;this._x_target=new g.Range1d({start:e.left,end:e.right}),this._y_target=new g.Range1d({start:e.bottom,end:e.top})}_configure_scales(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._x_scales=this._get_scales(this.in_x_scale,this.extra_x_scales,this._x_ranges,this._x_target),this._y_scales=this._get_scales(this.in_y_scale,this.extra_y_scales,this._y_ranges,this._y_target)}_update_scales(){this._configure_frame_ranges();for(const[,e]of this._x_scales)e.target_range=this._x_target;for(const[,e]of this._y_scales)e.target_range=this._y_target}set_geometry(e){this._bbox=e,this._update_scales()}get x_target(){return this._x_target}get y_target(){return this._y_target}get x_ranges(){return this._x_ranges}get y_ranges(){return this._y_ranges}get x_scales(){return this._x_scales}get y_scales(){return this._y_scales}get x_scale(){return this._x_scales.get("default")}get y_scale(){return this._y_scales.get("default")}get xscales(){return(0,l.to_object)(this.x_scales)}get yscales(){return(0,l.to_object)(this.y_scales)}}s.CartesianFrame=x,x.__name__="CartesianFrame"},
+function _(i,s,x,A,o){A(),o("Axis",i(128).Axis),o("CategoricalAxis",i(140).CategoricalAxis),o("ContinuousAxis",i(143).ContinuousAxis),o("DatetimeAxis",i(144).DatetimeAxis),o("LinearAxis",i(145).LinearAxis),o("LogAxis",i(162).LogAxis),o("MercatorAxis",i(165).MercatorAxis)},
+function _(t,e,i,s,a){s();const o=t(1);var l;const n=t(129),_=t(130),r=t(131),h=t(132),c=(0,o.__importStar)(t(48)),b=t(20),u=t(24),m=t(123),d=t(9),x=t(13),f=t(8),g=t(120),p=t(67),v=t(133),w=t(113),j=t(11),k=t(8),y=t(134),{abs:z}=Math;class M extends n.GuideRendererView{constructor(){super(...arguments),this._axis_label_view=null,this._major_label_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._init_axis_label(),await this._init_major_labels()}async _init_axis_label(){const{axis_label:t}=this.model;if(null!=t){const e=(0,k.isString)(t)?(0,y.parse_delimited_string)(t):t;this._axis_label_view=await(0,w.build_view)(e,{parent:this})}else this._axis_label_view=null}async _init_major_labels(){const{major_label_overrides:t}=this.model;for(const[e,i]of(0,x.entries)(t)){const t=(0,k.isString)(i)?(0,y.parse_delimited_string)(i):i;this._major_label_views.set(e,await(0,w.build_view)(t,{parent:this}))}}update_layout(){this.layout=new m.SideLayout(this.panel,(()=>this.get_size()),!0),this.layout.on_resize((()=>this._coordinates=void 0))}get_size(){const{visible:t,fixed_location:e}=this.model;if(t&&null==e&&this.is_renderable){const{extents:t}=this;return{width:0,height:Math.round(t.tick+t.tick_label+t.axis_label)}}return{width:0,height:0}}get is_renderable(){const[t,e]=this.ranges;return t.is_valid&&e.is_valid}_render(){var t;if(!this.is_renderable)return;const{tick_coords:e,extents:i}=this,s=this.layer.ctx;s.save(),this._draw_rule(s,i),this._draw_major_ticks(s,i,e),this._draw_minor_ticks(s,i,e),this._draw_major_labels(s,i,e),this._draw_axis_label(s,i,e),null===(t=this._paint)||void 0===t||t.call(this,s,i,e),s.restore()}connect_signals(){super.connect_signals();const{axis_label:t,major_label_overrides:e}=this.model.properties;this.on_change(t,(async()=>{var t;null===(t=this._axis_label_view)||void 0===t||t.remove(),await this._init_axis_label()})),this.on_change(e,(async()=>{for(const t of this._major_label_views.values())t.remove();await this._init_major_labels()})),this.connect(this.model.change,(()=>this.plot_view.request_layout()))}get needs_clip(){return null!=this.model.fixed_location}_draw_rule(t,e){if(!this.visuals.axis_line.doit)return;const[i,s]=this.rule_coords,[a,o]=this.coordinates.map_to_screen(i,s),[l,n]=this.normals,[_,r]=this.offsets;this.visuals.axis_line.set_value(t),t.beginPath();for(let e=0;e<a.length;e++){const i=Math.round(a[e]+l*_),s=Math.round(o[e]+n*r);t.lineTo(i,s)}t.stroke()}_draw_major_ticks(t,e,i){const s=this.model.major_tick_in,a=this.model.major_tick_out,o=this.visuals.major_tick_line;this._draw_ticks(t,i.major,s,a,o)}_draw_minor_ticks(t,e,i){const s=this.model.minor_tick_in,a=this.model.minor_tick_out,o=this.visuals.minor_tick_line;this._draw_ticks(t,i.minor,s,a,o)}_draw_major_labels(t,e,i){const s=i.major,a=this.compute_labels(s[this.dimension]),o=this.model.major_label_orientation,l=e.tick+this.model.major_label_standoff,n=this.visuals.major_label_text;this._draw_oriented_labels(t,a,s,o,this.panel.side,l,n)}_axis_label_extent(){if(null==this._axis_label_view)return 0;const t=this._axis_label_view.graphics();t.visuals=this.visuals.axis_label_text.values(),t.angle=this.panel.get_label_angle_heuristic("parallel"),(0,f.isNumber)(this.plot_view.base_font_size)&&(t.base_font_size=this.plot_view.base_font_size);const e=t.size(),i=0==this.dimension?e.height:e.width,s=this.model.axis_label_standoff;return i>0?s+i+3:0}_draw_axis_label(t,e,i){if(null==this._axis_label_view||null!=this.model.fixed_location)return;const[s,a]=(()=>{const{bbox:t}=this.layout;switch(this.panel.side){case"above":return[t.hcenter,t.bottom];case"below":return[t.hcenter,t.top];case"left":return[t.right,t.vcenter];case"right":return[t.left,t.vcenter]}})(),[o,l]=this.normals,n=e.tick+e.tick_label+this.model.axis_label_standoff,{vertical_align:_,align:r}=this.panel.get_label_text_heuristics("parallel"),h={sx:s+o*n,sy:a+l*n,x_anchor:r,y_anchor:_},c=this._axis_label_view.graphics();c.visuals=this.visuals.axis_label_text.values(),c.angle=this.panel.get_label_angle_heuristic("parallel"),this.plot_view.base_font_size&&(c.base_font_size=this.plot_view.base_font_size),c.position=h,c.align=r,c.paint(t)}_draw_ticks(t,e,i,s,a){if(!a.doit)return;const[o,l]=e,[n,_]=this.coordinates.map_to_screen(o,l),[r,h]=this.normals,[c,b]=this.offsets,[u,m]=[r*(c-i),h*(b-i)],[d,x]=[r*(c+s),h*(b+s)];a.set_value(t),t.beginPath();for(let e=0;e<n.length;e++){const i=Math.round(n[e]+d),s=Math.round(_[e]+x),a=Math.round(n[e]+u),o=Math.round(_[e]+m);t.moveTo(i,s),t.lineTo(a,o)}t.stroke()}_draw_oriented_labels(t,e,i,s,a,o,l){if(!l.doit||0==e.length)return;const[n,_]=i,[r,h]=this.coordinates.map_to_screen(n,_),[c,b]=this.offsets,[m,d]=this.normals,x=m*(c+o),f=d*(b+o),{vertical_align:p,align:v}=this.panel.get_label_text_heuristics(s),w=this.panel.get_label_angle_heuristic(s);e.visuals=l.values(),e.angle=w,e.base_font_size=this.plot_view.base_font_size;for(let t=0;t<e.length;t++){const i=e.items[t];i.position={sx:r[t]+x,sy:h[t]+f,x_anchor:v,y_anchor:p},i instanceof g.TextBox&&(i.align=v)}const j=e.length,k=u.Indices.all_set(j),{items:y}=e,z=y.map((t=>t.bbox())),M=(()=>{const[t]=this.ranges;return t.is_reversed?0==this.dimension?(t,e)=>z[t].left-z[e].right:(t,e)=>z[e].top-z[t].bottom:0==this.dimension?(t,e)=>z[e].left-z[t].right:(t,e)=>z[t].top-z[e].bottom})(),{major_label_policy:O}=this.model,T=O.filter(k,z,M),A=[...T.ones()];if(0!=A.length){const t=this.parent.canvas_view.bbox,e=e=>{const i=z[e];if(i.left<0){const t=-i.left,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sx:s.sx+t})}else if(i.right>t.width){const s=i.right-t.width,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sx:a.sx-s})}},i=e=>{const i=z[e];if(i.top<0){const t=-i.top,{position:s}=y[e];y[e].position=Object.assign(Object.assign({},s),{sy:s.sy+t})}else if(i.bottom>t.height){const s=i.bottom-t.height,{position:a}=y[e];y[e].position=Object.assign(Object.assign({},a),{sy:a.sy-s})}},s=A[0],a=A[A.length-1];0==this.dimension?(e(s),e(a)):(i(s),i(a))}for(const e of T){y[e].paint(t)}}_tick_extent(){return this.model.major_tick_out}_tick_label_extents(){const t=this.tick_coords.major,e=this.compute_labels(t[this.dimension]),i=this.model.major_label_orientation,s=this.model.major_label_standoff,a=this.visuals.major_label_text;return[this._oriented_labels_extent(e,i,s,a)]}get extents(){const t=this._tick_label_extents();return{tick:this._tick_extent(),tick_labels:t,tick_label:(0,d.sum)(t),axis_label:this._axis_label_extent()}}_oriented_labels_extent(t,e,i,s){if(0==t.length||!s.doit)return 0;const a=this.panel.get_label_angle_heuristic(e);t.visuals=s.values(),t.angle=a,t.base_font_size=this.plot_view.base_font_size;const o=t.max_size(),l=0==this.dimension?o.height:o.width;return l>0?i+l+3:0}get normals(){return this.panel.normals}get dimension(){return this.panel.dimension}compute_labels(t){const e=this.model.formatter.format_graphics(t,this),{_major_label_views:i}=this,s=new Set;for(let a=0;a<t.length;a++){const o=i.get(t[a].toString());null!=o&&(s.add(o),e[a]=o.graphics())}for(const t of this._major_label_views.values())s.has(t)||(t._has_finished=!0);return new g.GraphicsBoxes(e)}get offsets(){if(null!=this.model.fixed_location)return[0,0];const{frame:t}=this.plot_view;let[e,i]=[0,0];switch(this.panel.side){case"below":i=z(this.layout.bbox.top-t.bbox.bottom);break;case"above":i=z(this.layout.bbox.bottom-t.bbox.top);break;case"right":e=z(this.layout.bbox.left-t.bbox.right);break;case"left":e=z(this.layout.bbox.right-t.bbox.left)}return[e,i]}get ranges(){const t=this.dimension,e=(t+1)%2,{ranges:i}=this.coordinates;return[i[t],i[e]]}get computed_bounds(){const[t]=this.ranges,e=this.model.bounds,i=[t.min,t.max];if("auto"==e)return[t.min,t.max];{let t,s;const[a,o]=e,[l,n]=i,{min:_,max:r}=Math;return z(a-o)>z(l-n)?(t=r(_(a,o),l),s=_(r(a,o),n)):(t=_(a,o),s=r(a,o)),[t,s]}}get rule_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=[new Array(2),new Array(2)];return o[t][0]=Math.max(s,i.min),o[t][1]=Math.min(a,i.max),o[t][0]>o[t][1]&&(o[t][0]=o[t][1]=NaN),o[e][0]=this.loc,o[e][1]=this.loc,o}get tick_coords(){const t=this.dimension,e=(t+1)%2,[i]=this.ranges,[s,a]=this.computed_bounds,o=this.model.ticker.get_ticks(s,a,i,this.loc),l=o.major,n=o.minor,_=[[],[]],r=[[],[]],[h,c]=[i.min,i.max];for(let i=0;i<l.length;i++)l[i]<h||l[i]>c||(_[t].push(l[i]),_[e].push(this.loc));for(let i=0;i<n.length;i++)n[i]<h||n[i]>c||(r[t].push(n[i]),r[e].push(this.loc));return{major:_,minor:r}}get loc(){const{fixed_location:t}=this.model;if(null!=t){if((0,f.isNumber)(t))return t;const[,e]=this.ranges;if(e instanceof p.FactorRange)return e.synthetic(t);(0,j.unreachable)()}const[,e]=this.ranges;switch(this.panel.side){case"left":case"below":return e.start;case"right":case"above":return e.end}}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box})}remove(){var t;null===(t=this._axis_label_view)||void 0===t||t.remove();for(const t of this._major_label_views.values())t.remove();super.remove()}has_finished(){if(!super.has_finished())return!1;if(null!=this._axis_label_view&&!this._axis_label_view.has_finished())return!1;for(const t of this._major_label_views.values())if(!t.has_finished())return!1;return!0}}i.AxisView=M,M.__name__="AxisView";class O extends n.GuideRenderer{constructor(t){super(t)}}i.Axis=O,l=O,O.__name__="Axis",l.prototype.default_view=M,l.mixins([["axis_",c.Line],["major_tick_",c.Line],["minor_tick_",c.Line],["major_label_",c.Text],["axis_label_",c.Text]]),l.define((({Any:t,Int:e,Number:i,String:s,Ref:a,Dict:o,Tuple:l,Or:n,Nullable:c,Auto:u})=>({bounds:[n(l(i,i),u),"auto"],ticker:[a(_.Ticker)],formatter:[a(r.TickFormatter)],axis_label:[c(n(s,a(v.BaseText))),null],axis_label_standoff:[e,5],major_label_standoff:[e,5],major_label_orientation:[n(b.TickLabelOrientation,i),"horizontal"],major_label_overrides:[o(n(s,a(v.BaseText))),{}],major_label_policy:[a(h.LabelingPolicy),()=>new h.AllLabels],major_tick_in:[i,2],major_tick_out:[i,6],minor_tick_in:[i,0],minor_tick_out:[i,4],fixed_location:[c(n(i,t)),null]}))),l.override({axis_line_color:"black",major_tick_line_color:"black",minor_tick_line_color:"black",major_label_text_font_size:"11px",major_label_text_align:"center",major_label_text_baseline:"alphabetic",axis_label_text_font_size:"13px",axis_label_text_font_style:"italic"})},
+function _(e,r,d,n,i){var s;n();const _=e(41);class u extends _.RendererView{}d.GuideRendererView=u,u.__name__="GuideRendererView";class c extends _.Renderer{constructor(e){super(e)}}d.GuideRenderer=c,s=c,c.__name__="GuideRenderer",s.override({level:"guide"})},
+function _(c,e,n,s,o){s();const r=c(53);class t extends r.Model{constructor(c){super(c)}}n.Ticker=t,t.__name__="Ticker"},
+function _(t,o,r,e,c){e();const n=t(53),a=t(120);class m extends n.Model{constructor(t){super(t)}format_graphics(t,o){return this.doFormat(t,o).map((t=>new a.TextBox({text:t})))}compute(t,o){return this.doFormat([t],null!=o?o:{loc:0})[0]}v_compute(t,o){return this.doFormat(t,null!=o?o:{loc:0})}}r.TickFormatter=m,m.__name__="TickFormatter"},
+function _(e,n,s,t,i){var c,r;t();const l=e(53),o=e(13),a=e(34),u=e(8),d=e(24);class _ extends l.Model{constructor(e){super(e)}}s.LabelingPolicy=_,_.__name__="LabelingPolicy";class f extends _{constructor(e){super(e)}filter(e,n,s){return e}}s.AllLabels=f,f.__name__="AllLabels";class m extends _{constructor(e){super(e)}filter(e,n,s){const{min_distance:t}=this;let i=null;for(const n of e)null!=i&&s(i,n)<t?e.unset(n):i=n;return e}}s.NoOverlap=m,c=m,m.__name__="NoOverlap",c.define((({Number:e})=>({min_distance:[e,5]})));class b extends _{constructor(e){super(e)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}get func(){const e=(0,a.use_strict)(this.code);return new d.GeneratorFunction("indices","bboxes","distance",...this.names,e)}filter(e,n,s){const t=Object.create(null),i=this.func.call(t,e,n,s,...this.values);let c=i.next();if(c.done&&void 0!==c.value){const{value:n}=c;return n instanceof d.Indices?n:void 0===n?e:(0,u.isIterable)(n)?d.Indices.from_indices(e.size,n):d.Indices.all_unset(e.size)}{const n=[];do{n.push(c.value),c=i.next()}while(!c.done);return d.Indices.from_indices(e.size,n)}}}s.CustomLabelingPolicy=b,r=b,b.__name__="CustomLabelingPolicy",r.define((({Unknown:e,String:n,Dict:s})=>({args:[s(e),{}],code:[n,""]})))},
+function _(e,s,t,n,a){var _;n();const x=e(53),c=e(42);class i extends c.View{}t.BaseTextView=i,i.__name__="BaseTextView";class o extends x.Model{constructor(e){super(e)}}t.BaseText=o,_=o,o.__name__="BaseText",_.define((({String:e})=>({text:[e]})))},
+function _(n,e,t,i,r){i();const s=n(135),l=n(139),d=[{start:"$$",end:"$$",inline:!1},{start:"\\[",end:"\\]",inline:!1},{start:"\\(",end:"\\)",inline:!0}];t.parse_delimited_string=function(n){for(const e of d){const t=n.indexOf(e.start),i=t+e.start.length;if(0==t){const t=n.indexOf(e.end,i),r=t;if(t==n.length-e.end.length)return new s.TeX({text:n.slice(i,r),inline:e.inline});break}}return new l.PlainText({text:n})}},
+function _(t,e,s,i,n){var o,r,a;i();const h=t(8),_=t(136),l=t(22),c=t(120),d=t(121),u=t(122),g=t(65),p=t(133),x=t(137);class m extends p.BaseTextView{constructor(){super(...arguments),this._position={sx:0,sy:0},this.align="left",this._x_anchor="left",this._y_anchor="center",this._base_font_size=13,this.font_size_scale=1,this.svg_image=null}graphics(){return this}infer_text_height(){return"ascent_descent"}set base_font_size(t){null!=t&&(this._base_font_size=t)}get base_font_size(){return this._base_font_size}get has_image_loaded(){return null!=this.svg_image}_rect(){const{width:t,height:e}=this._size(),{x:s,y:i}=this._computed_position();return new g.BBox({x:s,y:i,width:t,height:e}).rect}set position(t){this._position=t}get position(){return this._position}get text(){return this.model.text}get provider(){return x.default_provider}async lazy_initialize(){await super.lazy_initialize(),"not_started"==this.provider.status&&await this.provider.fetch(),"not_started"!=this.provider.status&&"loading"!=this.provider.status||this.provider.ready.connect((()=>this.load_image())),"loaded"==this.provider.status&&await this.load_image()}connect_signals(){super.connect_signals(),this.on_change(this.model.properties.text,(()=>this.load_image()))}set visuals(t){const e=t.color,s=t.alpha,i=t.font_style;let n=t.font_size;const o=t.font,{font_size_scale:r,_base_font_size:a}=this,h=(0,d.parse_css_font_size)(n);if(null!=h){let{value:t,unit:e}=h;t*=r,"em"==e&&a&&(t*=a,e="px"),n=`${t}${e}`}const _=`${i} ${n} ${o}`;this.font=_,this.color=(0,l.color2css)(e,s)}_computed_position(){const{width:t,height:e}=this._size(),{sx:s,sy:i,x_anchor:n=this._x_anchor,y_anchor:o=this._y_anchor}=this.position;return{x:s-(()=>{if((0,h.isNumber)(n))return n*t;switch(n){case"left":return 0;case"center":return.5*t;case"right":return t}})(),y:i-(()=>{if((0,h.isNumber)(o))return o*e;switch(o){case"top":return 0;case"center":return.5*e;case"bottom":return e;case"baseline":return.5*e}})()}}size(){const{width:t,height:e}=this._size(),{angle:s}=this;if(s){const i=Math.cos(Math.abs(s)),n=Math.sin(Math.abs(s));return{width:Math.abs(t*i+e*n),height:Math.abs(t*n+e*i)}}return{width:t,height:e}}get_text_dimensions(){return{width:(0,c.text_width)(this.model.text,this.font),height:(0,d.font_metrics)(this.font).height}}get_image_dimensions(){var t,e,s,i;const n=parseFloat(null!==(e=null===(t=this.svg_element.getAttribute("height"))||void 0===t?void 0:t.replace(/([A-z])/g,""))&&void 0!==e?e:"0"),o=parseFloat(null!==(i=null===(s=this.svg_element.getAttribute("width"))||void 0===s?void 0:s.replace(/([A-z])/g,""))&&void 0!==i?i:"0");return{width:(0,d.font_metrics)(this.font).x_height*o,height:(0,d.font_metrics)(this.font).x_height*n}}_size(){return this.has_image_loaded?this.get_image_dimensions():this.get_text_dimensions()}bbox(){const{p0:t,p1:e,p2:s,p3:i}=this.rect(),n=Math.min(t.x,e.x,s.x,i.x),o=Math.min(t.y,e.y,s.y,i.y),r=Math.max(t.x,e.x,s.x,i.x),a=Math.max(t.y,e.y,s.y,i.y);return new g.BBox({left:n,right:r,top:o,bottom:a})}rect(){const t=this._rect(),{angle:e}=this;if(e){const{sx:s,sy:i}=this.position,n=new u.AffineTransform;return n.translate(s,i),n.rotate(e),n.translate(-s,-i),n.apply_rect(t)}return t}paint_rect(t){const{p0:e,p1:s,p2:i,p3:n}=this.rect();t.save(),t.strokeStyle="red",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e.x),o(e.y)),t.lineTo(o(s.x),o(s.y)),t.lineTo(o(i.x),o(i.y)),t.lineTo(o(n.x),o(n.y)),t.closePath(),t.stroke(),t.restore()}paint_bbox(t){const{x:e,y:s,width:i,height:n}=this.bbox();t.save(),t.strokeStyle="blue",t.lineWidth=1,t.beginPath();const{round:o}=Math;t.moveTo(o(e),o(s)),t.lineTo(o(e),o(s+n)),t.lineTo(o(e+i),o(s+n)),t.lineTo(o(e+i),o(s)),t.closePath(),t.stroke(),t.restore()}async load_image(){if(null==this.provider.MathJax)return null;const t=this._process_text(this.model.text);if(null==t)return this._has_finished=!0,null;const e=t.children[0];this.svg_element=e,e.setAttribute("font",this.font),e.setAttribute("stroke",this.color);const s=e.outerHTML,i=new Blob([s],{type:"image/svg+xml"}),n=URL.createObjectURL(i);try{this.svg_image=await(0,_.load_image)(n)}finally{URL.revokeObjectURL(n)}return this.parent.request_layout(),this.svg_image}paint(t){t.save();const{sx:e,sy:s}=this.position;this.angle&&(t.translate(e,s),t.rotate(this.angle),t.translate(-e,-s));const{x:i,y:n}=this._computed_position();if(null!=this.svg_image){const{width:e,height:s}=this.get_image_dimensions();t.drawImage(this.svg_image,i,n,e,s)}else t.fillStyle=this.color,t.font=this.font,t.textAlign="left",t.textBaseline="alphabetic",t.fillText(this.model.text,i,n+(0,d.font_metrics)(this.font).ascent);t.restore(),this._has_finished||"failed"!=this.provider.status&&!this.has_image_loaded||(this._has_finished=!0,this.parent.notify_finished_after_paint())}}s.MathTextView=m,m.__name__="MathTextView";class f extends p.BaseText{constructor(t){super(t)}}s.MathText=f,f.__name__="MathText";class v extends m{_process_text(t){}}s.AsciiView=v,v.__name__="AsciiView";class y extends f{constructor(t){super(t)}}s.Ascii=y,o=y,y.__name__="Ascii",o.prototype.default_view=v;class w extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.mathml2svg(t.trim())}}s.MathMLView=w,w.__name__="MathMLView";class b extends f{constructor(t){super(t)}}s.MathML=b,r=b,b.__name__="MathML",r.prototype.default_view=w;class M extends m{_process_text(t){var e;return null===(e=this.provider.MathJax)||void 0===e?void 0:e.tex2svg(t,void 0,this.model.macros)}}s.TeXView=M,M.__name__="TeXView";class T extends f{constructor(t){super(t)}}s.TeX=T,a=T,T.__name__="TeX",a.prototype.default_view=M,a.define((({Boolean:t,Number:e,String:s,Dict:i,Tuple:n,Or:o})=>({macros:[i(o(s,n(s,e))),{}],inline:[t,!1]})))},
+function _(i,e,t,s,o){s();const a=i(19);t.load_image=async function(i,e){return new n(i,e).promise};class n{constructor(i,e={}){this._image=new Image,this._finished=!1;const{attempts:t=1,timeout:s=1}=e;this.promise=new Promise(((o,n)=>{this._image.crossOrigin="anonymous";let r=0;this._image.onerror=()=>{if(++r==t){const s=`unable to load ${i} image after ${t} attempts`;if(a.logger.warn(s),null==this._image.crossOrigin)return void(null!=e.failed&&e.failed());a.logger.warn(`attempting to load ${i} without a cross origin policy`),this._image.crossOrigin=null,r=0}setTimeout((()=>this._image.src=i),s)},this._image.onload=()=>{this._finished=!0,null!=e.loaded&&e.loaded(this._image),o(this._image)},this._image.src=i}))}get finished(){return this._finished}get image(){if(this._finished)return this._image;throw new Error("not loaded yet")}}t.ImageLoader=n,n.__name__="ImageLoader"},
+function _(t,e,a,s,n){var r=this&&this.__createBinding||(Object.create?function(t,e,a,s){void 0===s&&(s=a),Object.defineProperty(t,s,{enumerable:!0,get:function(){return e[a]}})}:function(t,e,a,s){void 0===s&&(s=a),t[s]=e[a]}),i=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),d=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var a in t)"default"!==a&&Object.prototype.hasOwnProperty.call(t,a)&&r(e,t,a);return i(e,t),e};s();const o=t(15),u=t(138);class c{constructor(){this.ready=new o.Signal0(this,"ready"),this.status="not_started"}}a.MathJaxProvider=c,c.__name__="MathJaxProvider";class h extends c{get MathJax(){return null}async fetch(){this.status="failed"}}a.NoProvider=h,h.__name__="NoProvider";class l extends c{get MathJax(){return"undefined"!=typeof MathJax?MathJax:null}async fetch(){const t=document.createElement("script");t.src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js",t.onload=()=>{this.status="loaded",this.ready.emit()},t.onerror=()=>{this.status="failed"},this.status="loading",document.head.appendChild(t)}}a.CDNProvider=l,l.__name__="CDNProvider";class _ extends c{get MathJax(){return this._mathjax}async fetch(){this.status="loading";try{const e=await(0,u.load_module)(Promise.resolve().then((()=>d(t(519)))));this._mathjax=e,this.status="loaded",this.ready.emit()}catch(t){this.status="failed"}}}a.BundleProvider=_,_.__name__="BundleProvider",a.default_provider=new _},
+function _(n,r,o,t,c){t(),o.load_module=async function(n){try{return await n}catch(n){if((r=n)instanceof Error&&"code"in r&&"MODULE_NOT_FOUND"===n.code)return null;throw n}var r}},
+function _(e,t,i,n,s){var a;n();const x=e(133),_=e(120);class l extends x.BaseTextView{initialize(){super.initialize(),this._has_finished=!0}graphics(){return new _.TextBox({text:this.model.text})}}i.PlainTextView=l,l.__name__="PlainTextView";class r extends x.BaseText{constructor(e){super(e)}}i.PlainText=r,a=r,r.__name__="PlainText",a.prototype.default_view=l},
+function _(t,s,o,e,i){e();const r=t(1);var a;const l=t(128),_=t(141),n=t(142),p=(0,r.__importStar)(t(48)),c=t(20),h=t(120),m=t(8);class u extends l.AxisView{_paint(t,s,o){this._draw_group_separators(t,s,o)}_draw_group_separators(t,s,o){const[e]=this.ranges,[i,r]=this.computed_bounds;if(!e.tops||e.tops.length<2||!this.visuals.separator_line.doit)return;const a=this.dimension,l=(a+1)%2,_=[[],[]];let n=0;for(let t=0;t<e.tops.length-1;t++){let s,o;for(let i=n;i<e.factors.length;i++)if(e.factors[i][0]==e.tops[t+1]){[s,o]=[e.factors[i-1],e.factors[i]],n=i;break}const p=(e.synthetic(s)+e.synthetic(o))/2;p>i&&p<r&&(_[a].push(p),_[l].push(this.loc))}const p=this.extents.tick_label;this._draw_ticks(t,_,-3,p-6,this.visuals.separator_line)}_draw_major_labels(t,s,o){const e=this._get_factor_info();let i=s.tick+this.model.major_label_standoff;for(let o=0;o<e.length;o++){const[r,a,l,_]=e[o];this._draw_oriented_labels(t,r,a,l,this.panel.side,i,_),i+=s.tick_labels[o]}}_tick_label_extents(){const t=this._get_factor_info(),s=[];for(const[o,,e,i]of t){const t=this._oriented_labels_extent(o,e,this.model.major_label_standoff,i);s.push(t)}return s}_get_factor_info(){const[t]=this.ranges,[s,o]=this.computed_bounds,e=this.loc,i=this.model.ticker.get_ticks(s,o,t,e),r=this.tick_coords,a=[],l=t=>new h.GraphicsBoxes(t.map((t=>(0,m.isString)(t)?new h.TextBox({text:t}):t))),_=t=>l(this.model.formatter.doFormat(t,this));if(1==t.levels){const t=_(i.major);a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text])}else if(2==t.levels){const t=_(i.major.map((t=>t[1])));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}else if(3==t.levels){const t=_(i.major.map((t=>t[2]))),s=i.mids.map((t=>t[1]));a.push([t,r.major,this.model.major_label_orientation,this.visuals.major_label_text]),a.push([l(s),r.mids,this.model.subgroup_label_orientation,this.visuals.subgroup_text]),a.push([l(i.tops),r.tops,this.model.group_label_orientation,this.visuals.group_text])}return a}get tick_coords(){const t=this.dimension,s=(t+1)%2,[o]=this.ranges,[e,i]=this.computed_bounds,r=this.model.ticker.get_ticks(e,i,o,this.loc),a={major:[[],[]],mids:[[],[]],tops:[[],[]],minor:[[],[]]};return a.major[t]=r.major,a.major[s]=r.major.map((()=>this.loc)),3==o.levels&&(a.mids[t]=r.mids,a.mids[s]=r.mids.map((()=>this.loc))),o.levels>1&&(a.tops[t]=r.tops,a.tops[s]=r.tops.map((()=>this.loc))),a}}o.CategoricalAxisView=u,u.__name__="CategoricalAxisView";class d extends l.Axis{constructor(t){super(t)}}o.CategoricalAxis=d,a=d,d.__name__="CategoricalAxis",a.prototype.default_view=u,a.mixins([["separator_",p.Line],["group_",p.Text],["subgroup_",p.Text]]),a.define((({Number:t,Or:s})=>({group_label_orientation:[s(c.TickLabelOrientation,t),"parallel"],subgroup_label_orientation:[s(c.TickLabelOrientation,t),"parallel"]}))),a.override({ticker:()=>new _.CategoricalTicker,formatter:()=>new n.CategoricalTickFormatter,separator_line_color:"lightgrey",separator_line_width:2,group_text_font_style:"bold",group_text_font_size:"11px",group_text_color:"grey",subgroup_text_font_style:"bold",subgroup_text_font_size:"11px"})},
+function _(t,c,o,s,e){s();const r=t(130);class i extends r.Ticker{constructor(t){super(t)}get_ticks(t,c,o,s){var e,r;return{major:this._collect(o.factors,o,t,c),minor:[],tops:this._collect(null!==(e=o.tops)&&void 0!==e?e:[],o,t,c),mids:this._collect(null!==(r=o.mids)&&void 0!==r?r:[],o,t,c)}}_collect(t,c,o,s){const e=[];for(const r of t){const t=c.synthetic(r);t>o&&t<s&&e.push(r)}return e}}o.CategoricalTicker=i,i.__name__="CategoricalTicker"},
+function _(t,r,o,c,a){c();const e=t(131),n=t(9);class i extends e.TickFormatter{constructor(t){super(t)}doFormat(t,r){return(0,n.copy)(t)}}o.CategoricalTickFormatter=i,i.__name__="CategoricalTickFormatter"},
+function _(s,n,i,o,u){o();const e=s(128);class t extends e.AxisView{}i.ContinuousAxisView=t,t.__name__="ContinuousAxisView";class _ extends e.Axis{constructor(s){super(s)}}i.ContinuousAxis=_,_.__name__="ContinuousAxis"},
+function _(e,t,i,a,r){var s;a();const n=e(145),m=e(150),_=e(155);class c extends n.LinearAxisView{}i.DatetimeAxisView=c,c.__name__="DatetimeAxisView";class o extends n.LinearAxis{constructor(e){super(e)}}i.DatetimeAxis=o,s=o,o.__name__="DatetimeAxis",s.prototype.default_view=c,s.override({ticker:()=>new _.DatetimeTicker,formatter:()=>new m.DatetimeTickFormatter})},
+function _(e,i,s,n,r){var t;n();const a=e(143),o=e(146),c=e(147);class _ extends a.ContinuousAxisView{}s.LinearAxisView=_,_.__name__="LinearAxisView";class u extends a.ContinuousAxis{constructor(e){super(e)}}s.LinearAxis=u,t=u,u.__name__="LinearAxis",t.prototype.default_view=_,t.override({ticker:()=>new c.BasicTicker,formatter:()=>new o.BasicTickFormatter})},
+function _(i,t,e,n,o){var r;n();const s=i(131),c=i(34);function _(i){let t="";for(const e of i)t+="-"==e?"\u2212":e;return t}e.unicode_replace=_;class a extends s.TickFormatter{constructor(i){super(i),this.last_precision=3}get scientific_limit_low(){return 10**this.power_limit_low}get scientific_limit_high(){return 10**this.power_limit_high}_need_sci(i){if(!this.use_scientific)return!1;const{scientific_limit_high:t}=this,{scientific_limit_low:e}=this,n=i.length<2?0:Math.abs(i[1]-i[0])/1e4;for(const o of i){const i=Math.abs(o);if(!(i<=n)&&(i>=t||i<=e))return!0}return!1}_format_with_precision(i,t,e){return t?i.map((i=>_(i.toExponential(e)))):i.map((i=>_((0,c.to_fixed)(i,e))))}_auto_precision(i,t){const e=new Array(i.length),n=this.last_precision<=15;i:for(let o=this.last_precision;n?o<=15:o>=1;n?o++:o--){if(t){e[0]=i[0].toExponential(o);for(let t=1;t<i.length;t++)if(e[t]==e[t-1])continue i;this.last_precision=o;break}e[0]=(0,c.to_fixed)(i[0],o);for(let t=1;t<i.length;t++)if(e[t]=(0,c.to_fixed)(i[t],o),e[t]==e[t-1])continue i;this.last_precision=o;break}return this.last_precision}doFormat(i,t){if(0==i.length)return[];const e=this._need_sci(i),n="auto"==this.precision?this._auto_precision(i,e):this.precision;return this._format_with_precision(i,e,n)}}e.BasicTickFormatter=a,r=a,a.__name__="BasicTickFormatter",r.define((({Boolean:i,Int:t,Auto:e,Or:n})=>({precision:[n(t,e),"auto"],use_scientific:[i,!0],power_limit_high:[t,5],power_limit_low:[t,-3]})))},
+function _(c,e,s,i,n){i();const r=c(148);class t extends r.AdaptiveTicker{constructor(c){super(c)}}s.BasicTicker=t,t.__name__="BasicTicker"},
+function _(t,i,a,s,e){var n;s();const r=t(149),_=t(9),l=t(10);class h extends r.ContinuousTicker{constructor(t){super(t)}get_min_interval(){return this.min_interval}get_max_interval(){var t;return null!==(t=this.max_interval)&&void 0!==t?t:1/0}initialize(){super.initialize();const t=(0,_.nth)(this.mantissas,-1)/this.base,i=(0,_.nth)(this.mantissas,0)*this.base;this.extended_mantissas=[t,...this.mantissas,i],this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()}get_interval(t,i,a){const s=i-t,e=this.get_ideal_interval(t,i,a),n=Math.floor((0,l.log)(e/this.base_factor,this.base)),r=this.base**n*this.base_factor,h=this.extended_mantissas,m=h.map((t=>Math.abs(a-s/(t*r)))),v=h[(0,_.argmin)(m)]*r;return(0,l.clamp)(v,this.get_min_interval(),this.get_max_interval())}}a.AdaptiveTicker=h,n=h,h.__name__="AdaptiveTicker",n.define((({Number:t,Array:i,Nullable:a})=>({base:[t,10],mantissas:[i(t),[1,2,5]],min_interval:[t,0],max_interval:[a(t),null]})))},
+function _(t,n,i,s,e){var o;s();const r=t(130),c=t(9);class _ extends r.Ticker{constructor(t){super(t)}get_ticks(t,n,i,s){return this.get_ticks_no_defaults(t,n,s,this.desired_num_ticks)}get_ticks_no_defaults(t,n,i,s){const e=this.get_interval(t,n,s),o=Math.floor(t/e),r=Math.ceil(n/e);let _;_=isFinite(o)&&isFinite(r)?(0,c.range)(o,r+1):[];const u=_.map((t=>t*e)).filter((i=>t<=i&&i<=n)),a=this.num_minor_ticks,f=[];if(a>0&&u.length>0){const i=e/a,s=(0,c.range)(0,a).map((t=>t*i));for(const i of s.slice(1)){const s=u[0]-i;t<=s&&s<=n&&f.push(s)}for(const i of u)for(const e of s){const s=i+e;t<=s&&s<=n&&f.push(s)}}return{major:u,minor:f}}get_ideal_interval(t,n,i){return(n-t)/i}}i.ContinuousTicker=_,o=_,_.__name__="ContinuousTicker",o.define((({Int:t})=>({num_minor_ticks:[t,5],desired_num_ticks:[t,6]})))},
+function _(s,t,e,n,i){n();var r;const o=(0,s(1).__importDefault)(s(151)),a=s(131),c=s(19),u=s(152),m=s(9),h=s(8);function d(s){return(0,o.default)(s,"%Y %m %d %H %M %S").split(/\s+/).map((s=>parseInt(s,10)))}function l(s,t){if((0,h.isFunction)(t))return t(s);{const e=(0,u.sprintf)("$1%06d",function(s){return Math.round(s/1e3%1*1e6)}(s));return-1==(t=t.replace(/((^|[^%])(%%)*)%f/,e)).indexOf("%")?t:(0,o.default)(s,t)}}const f=["microseconds","milliseconds","seconds","minsec","minutes","hourmin","hours","days","months","years"];class _ extends a.TickFormatter{constructor(s){super(s),this.strip_leading_zeros=!0}initialize(){super.initialize(),this._update_width_formats()}_update_width_formats(){const s=+(0,o.default)(new Date),t=function(t){const e=t.map((t=>l(s,t).length)),n=(0,m.sort_by)((0,m.zip)(e,t),(([s])=>s));return(0,m.unzip)(n)};this._width_formats={microseconds:t(this.microseconds),milliseconds:t(this.milliseconds),seconds:t(this.seconds),minsec:t(this.minsec),minutes:t(this.minutes),hourmin:t(this.hourmin),hours:t(this.hours),days:t(this.days),months:t(this.months),years:t(this.years)}}_get_resolution_str(s,t){const e=1.1*s;switch(!1){case!(e<.001):return"microseconds";case!(e<1):return"milliseconds";case!(e<60):return t>=60?"minsec":"seconds";case!(e<3600):return t>=3600?"hourmin":"minutes";case!(e<86400):return"hours";case!(e<2678400):return"days";case!(e<31536e3):return"months";default:return"years"}}doFormat(s,t){if(0==s.length)return[];const e=Math.abs(s[s.length-1]-s[0])/1e3,n=e/(s.length-1),i=this._get_resolution_str(n,e),[,[r]]=this._width_formats[i],o=[],a=f.indexOf(i),u={};for(const s of f)u[s]=0;u.seconds=5,u.minsec=4,u.minutes=4,u.hourmin=3,u.hours=3;for(const t of s){let s,e;try{e=d(t),s=l(t,r)}catch(s){c.logger.warn(`unable to format tick for timestamp value ${t}`),c.logger.warn(` - ${s}`),o.push("ERR");continue}let n=!1,m=a;for(;0==e[u[f[m]]];){let r;if(m+=1,m==f.length)break;if(("minsec"==i||"hourmin"==i)&&!n){if("minsec"==i&&0==e[4]&&0!=e[5]||"hourmin"==i&&0==e[3]&&0!=e[4]){r=this._width_formats[f[a-1]][1][0],s=l(t,r);break}n=!0}r=this._width_formats[f[m]][1][0],s=l(t,r)}if(this.strip_leading_zeros){let t=s.replace(/^0+/g,"");t!=s&&isNaN(parseInt(t))&&(t=`0${t}`),o.push(t)}else o.push(s)}return o}}e.DatetimeTickFormatter=_,r=_,_.__name__="DatetimeTickFormatter",r.define((({String:s,Array:t})=>({microseconds:[t(s),["%fus"]],milliseconds:[t(s),["%3Nms","%S.%3Ns"]],seconds:[t(s),["%Ss"]],minsec:[t(s),[":%M:%S"]],minutes:[t(s),[":%M","%Mm"]],hourmin:[t(s),["%H:%M"]],hours:[t(s),["%Hh","%H:%M"]],days:[t(s),["%m/%d","%a%d"]],months:[t(s),["%m/%Y","%b %Y"]],years:[t(s),["%Y"]]})))},
+function _(e,t,n,r,o){!function(e){"object"==typeof t&&t.exports?t.exports=e():"function"==typeof define?define(e):this.tz=e()}((function(){function e(e,t,n){var r,o=t.day[1];do{r=new Date(Date.UTC(n,t.month,Math.abs(o++)))}while(t.day[0]<7&&r.getUTCDay()!=t.day[0]);return(r={clock:t.clock,sort:r.getTime(),rule:t,save:6e4*t.save,offset:e.offset})[r.clock]=r.sort+6e4*t.time,r.posix?r.wallclock=r[r.clock]+(e.offset+t.saved):r.posix=r[r.clock]-(e.offset+t.saved),r}function t(t,n,r){var o,a,u,i,l,s,c,f=t[t.zone],h=[],T=new Date(r).getUTCFullYear(),g=1;for(o=1,a=f.length;o<a&&!(f[o][n]<=r);o++);if((u=f[o]).rules){for(s=t[u.rules],c=T+1;c>=T-g;--c)for(o=0,a=s.length;o<a;o++)s[o].from<=c&&c<=s[o].to?h.push(e(u,s[o],c)):s[o].to<c&&1==g&&(g=c-s[o].to);for(h.sort((function(e,t){return e.sort-t.sort})),o=0,a=h.length;o<a;o++)r>=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return 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+function _(e,n,t,r,i){
+/*!
+     * numbro.js
+     * version : 1.6.2
+     * author : Företagsplatsen AB
+     * license : MIT
+     * http://www.foretagsplatsen.se
+     */
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Use `cultures` instead"),l},a.cultures=function(){return o},a.zeroFormat=function(e){c="string"==typeof e?e:null},a.defaultFormat=function(e){s="string"==typeof e?e:"0.0"},a.defaultCurrencyFormat=function(e){"string"==typeof e?e:"0$"},a.validate=function(e,n){var t,r,i,o,l,u,c,s;if("string"!=typeof e&&(e+="",console.warn&&console.warn("Numbro.js: Value is not string. It has been co-erced to: ",e)),(e=e.trim()).match(/^\d+$/))return!0;if(""===e)return!1;try{c=a.cultureData(n)}catch(e){c=a.cultureData(a.culture())}return i=c.currency.symbol,l=c.abbreviations,t=c.delimiters.decimal,r="."===c.delimiters.thousands?"\\.":c.delimiters.thousands,(null===(s=e.match(/^[^\d]+/))||(e=e.substr(1),s[0]===i))&&((null===(s=e.match(/[^\d]+$/))||(e=e.slice(0,-1),s[0]===l.thousand||s[0]===l.million||s[0]===l.billion||s[0]===l.trillion))&&(u=new RegExp(r+"{2}"),!e.match(/[^\d.,]/g)&&(!((o=e.split(t)).length>2)&&(o.length<2?!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/):!!o[0].match(/^\d+.*\d$/)&&!o[0].match(u)&&!!o[1].match(/^\d+$/)))))},n.exports={format:function(e,n,t,r){return null!=t&&t!==a.culture()&&a.setCulture(t),p(Number(e),null!=n?n:s,null==r?Math.round:r)}}},
+function _(e,n,t,r,i){!function(){"use strict";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\x25]+/,modulo:/^\x25{2}/,placeholder:/^\x25(?:([1-9]\d*)\$|\(([^)]+)\))?(\+)?(0|'[^$])?(-)?(\d+)?(?:\.(\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\d]*)/i,key_access:/^\.([a-z_][a-z_\d]*)/i,index_access:/^\[(\d+)\]/,sign:/^[+-]/};function n(e){return i(a(e),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}function i(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y="";for(s=0;s<g;s++)if("string"==typeof t[s])y+=t[s];else if("object"==typeof t[s]){if((o=t[s]).keys)for(i=r[d],a=0;a<o.keys.length;a++){if(null==i)throw new Error(n('[sprintf] Cannot access property "%s" of undefined value "%s"',o.keys[a],o.keys[a-1]));i=i[o.keys[a]]}else i=o.param_no?r[o.param_no]:r[d++];if(e.not_type.test(o.type)&&e.not_primitive.test(o.type)&&i instanceof Function&&(i=i()),e.numeric_arg.test(o.type)&&"number"!=typeof i&&isNaN(i))throw new TypeError(n("[sprintf] expecting number but found %T",i));switch(e.number.test(o.type)&&(u=i>=0),o.type){case"b":i=parseInt(i,10).toString(2);break;case"c":i=String.fromCharCode(parseInt(i,10));break;case"d":case"i":i=parseInt(i,10);break;case"j":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case"e":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case"f":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case"g":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case"o":i=(parseInt(i,10)>>>0).toString(8);break;case"s":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case"t":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case"T":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case"u":i=parseInt(i,10)>>>0;break;case"v":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case"x":i=(parseInt(i,10)>>>0).toString(16);break;case"X":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f="":(f=u?"+":"-",i=i.toString().replace(e.sign,"")),c=o.pad_char?"0"===o.pad_char?"0":o.pad_char.charAt(1):" ",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):"",y+=o.align?f+i+p:"0"===c?f+p+i:p+f+i)}return y}var s=Object.create(null);function a(n){if(s[n])return s[n];for(var t,r=n,i=[],a=0;r;){if(null!==(t=e.text.exec(r)))i.push(t[0]);else if(null!==(t=e.modulo.exec(r)))i.push("%");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError("[sprintf] unexpected placeholder");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");for(o.push(c[1]);""!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError("[sprintf] failed to parse named argument key");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error("[sprintf] mixing positional and named placeholders is not (yet) supported");i.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return s[n]=i}void 0!==t&&(t.sprintf=n,t.vsprintf=r),"undefined"!=typeof window&&(window.sprintf=n,window.vsprintf=r,"function"==typeof define&&define.amd&&define((function(){return{sprintf:n,vsprintf:r}})))}()},
+function _(e,n,i,a,s){var r;a();const t=e(9),c=e(148),m=e(156),_=e(157),k=e(160),o=e(161),T=e(159);class w extends m.CompositeTicker{constructor(e){super(e)}}i.DatetimeTicker=w,r=w,w.__name__="DatetimeTicker",r.override({num_minor_ticks:0,tickers:()=>[new c.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*T.ONE_MILLI,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:T.ONE_SECOND,max_interval:30*T.ONE_MINUTE,num_minor_ticks:0}),new c.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:T.ONE_HOUR,max_interval:12*T.ONE_HOUR,num_minor_ticks:0}),new _.DaysTicker({days:(0,t.range)(1,32)}),new _.DaysTicker({days:(0,t.range)(1,31,3)}),new _.DaysTicker({days:[1,8,15,22]}),new _.DaysTicker({days:[1,15]}),new k.MonthsTicker({months:(0,t.range)(0,12,1)}),new k.MonthsTicker({months:(0,t.range)(0,12,2)}),new k.MonthsTicker({months:(0,t.range)(0,12,4)}),new k.MonthsTicker({months:(0,t.range)(0,12,6)}),new o.YearsTicker({})]})},
+function _(t,e,i,r,s){var n;r();const _=t(149),a=t(9);class l extends _.ContinuousTicker{constructor(t){super(t)}get min_intervals(){return this.tickers.map((t=>t.get_min_interval()))}get max_intervals(){return this.tickers.map((t=>t.get_max_interval()))}get_min_interval(){return this.min_intervals[0]}get_max_interval(){return this.max_intervals[0]}get_best_ticker(t,e,i){const r=e-t,s=this.get_ideal_interval(t,e,i),n=[(0,a.sorted_index)(this.min_intervals,s)-1,(0,a.sorted_index)(this.max_intervals,s)],_=[this.min_intervals[n[0]],this.max_intervals[n[1]]].map((t=>Math.abs(i-r/t)));let l;if((0,a.is_empty)(_.filter((t=>!isNaN(t)))))l=this.tickers[0];else{const t=n[(0,a.argmin)(_)];l=this.tickers[t]}return l}get_interval(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)}get_ticks_no_defaults(t,e,i,r){return this.get_best_ticker(t,e,r).get_ticks_no_defaults(t,e,i,r)}}i.CompositeTicker=l,n=l,l.__name__="CompositeTicker",n.define((({Array:t,Ref:e})=>({tickers:[t(e(_.ContinuousTicker)),[]]})))},
+function _(t,e,n,s,o){var a;s();const i=t(158),r=t(159),c=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.days;t.length>1?this.interval=(t[1]-t[0])*r.ONE_DAY:this.interval=31*r.ONE_DAY}get_ticks_no_defaults(t,e,n,s){const o=function(t,e){const n=(0,r.last_month_no_later_than)(new Date(t)),s=(0,r.last_month_no_later_than)(new Date(e));s.setUTCMonth(s.getUTCMonth()+1);const o=[],a=n;for(;o.push((0,r.copy_date)(a)),a.setUTCMonth(a.getUTCMonth()+1),!(a>s););return o}(t,e),a=this.days,i=this.interval,_=(0,c.concat)(o.map((t=>((t,e)=>{const n=t.getUTCMonth(),s=[];for(const o of a){const a=(0,r.copy_date)(t);a.setUTCDate(o),new Date(a.getTime()+e/2).getUTCMonth()==n&&s.push(a)}return s})(t,i))));return{major:_.map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.DaysTicker=_,a=_,_.__name__="DaysTicker",a.define((({Int:t,Array:e})=>({days:[e(t),[]]}))),a.override({num_minor_ticks:0})},
+function _(e,n,t,r,i){var a;r();const l=e(149);class s extends l.ContinuousTicker{constructor(e){super(e)}get_interval(e,n,t){return this.interval}get_min_interval(){return this.interval}get_max_interval(){return this.interval}}t.SingleIntervalTicker=s,a=s,s.__name__="SingleIntervalTicker",a.define((({Number:e})=>({interval:[e]})))},
+function _(t,n,e,_,E){function N(t){return new Date(t.getTime())}function O(t){const n=N(t);return n.setUTCDate(1),n.setUTCHours(0),n.setUTCMinutes(0),n.setUTCSeconds(0),n.setUTCMilliseconds(0),n}_(),e.ONE_MILLI=1,e.ONE_SECOND=1e3,e.ONE_MINUTE=60*e.ONE_SECOND,e.ONE_HOUR=60*e.ONE_MINUTE,e.ONE_DAY=24*e.ONE_HOUR,e.ONE_MONTH=30*e.ONE_DAY,e.ONE_YEAR=365*e.ONE_DAY,e.copy_date=N,e.last_month_no_later_than=O,e.last_year_no_later_than=function(t){const n=O(t);return n.setUTCMonth(0),n}},
+function _(t,e,n,a,r){var s;a();const i=t(158),o=t(159),l=t(9);class _ extends i.SingleIntervalTicker{constructor(t){super(t)}initialize(){super.initialize();const t=this.months;t.length>1?this.interval=(t[1]-t[0])*o.ONE_MONTH:this.interval=12*o.ONE_MONTH}get_ticks_no_defaults(t,e,n,a){const r=function(t,e){const n=(0,o.last_year_no_later_than)(new Date(t)),a=(0,o.last_year_no_later_than)(new Date(e));a.setUTCFullYear(a.getUTCFullYear()+1);const r=[],s=n;for(;r.push((0,o.copy_date)(s)),s.setUTCFullYear(s.getUTCFullYear()+1),!(s>a););return r}(t,e),s=this.months;return{major:(0,l.concat)(r.map((t=>s.map((e=>{const n=(0,o.copy_date)(t);return n.setUTCMonth(e),n}))))).map((t=>t.getTime())).filter((n=>t<=n&&n<=e)),minor:[]}}}n.MonthsTicker=_,s=_,_.__name__="MonthsTicker",s.define((({Int:t,Array:e})=>({months:[e(t),[]]})))},
+function _(e,t,a,i,r){i();const n=e(147),_=e(158),s=e(159);class c extends _.SingleIntervalTicker{constructor(e){super(e)}initialize(){super.initialize(),this.interval=s.ONE_YEAR,this.basic_ticker=new n.BasicTicker({num_minor_ticks:0})}get_ticks_no_defaults(e,t,a,i){const r=(0,s.last_year_no_later_than)(new Date(e)).getUTCFullYear(),n=(0,s.last_year_no_later_than)(new Date(t)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,n,a,i).major.map((e=>Date.UTC(e,0,1))).filter((a=>e<=a&&a<=t)),minor:[]}}}a.YearsTicker=c,c.__name__="YearsTicker"},
+function _(e,o,i,s,t){var n;s();const r=e(143),_=e(163),c=e(164);class a extends r.ContinuousAxisView{}i.LogAxisView=a,a.__name__="LogAxisView";class u extends r.ContinuousAxis{constructor(e){super(e)}}i.LogAxis=u,n=u,u.__name__="LogAxis",n.prototype.default_view=a,n.override({ticker:()=>new c.LogTicker,formatter:()=>new _.LogTickFormatter})},
+function _(e,t,n,o,r){var i;o();const a=e(131),s=e(146),c=e(164),l=e(120),{abs:u,log:x,round:_}=Math;class p extends a.TickFormatter{constructor(e){super(e)}initialize(){super.initialize(),this.basic_formatter=new s.BasicTickFormatter}format_graphics(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.format_graphics(e,t):i.map((e=>{if(u(e)<this.min_exponent){const t=new l.TextBox({text:(0,s.unicode_replace)(`${r**e}`)}),n=new l.TextBox({text:""});return new l.BaseExpo(t,n)}{const t=new l.TextBox({text:(0,s.unicode_replace)(`${r}`)}),n=new l.TextBox({text:(0,s.unicode_replace)(`${e}`)});return new l.BaseExpo(t,n)}}))}_exponents(e,t){let n=null;const o=[];for(const r of e){const e=_(x(r)/x(t));if(n==e)return null;n=e,o.push(e)}return o}doFormat(e,t){var n,o;if(0==e.length)return[];const r=null!==(o=null===(n=this.ticker)||void 0===n?void 0:n.base)&&void 0!==o?o:10,i=this._exponents(e,r);return null==i?this.basic_formatter.doFormat(e,t):i.map((e=>u(e)<this.min_exponent?(0,s.unicode_replace)(`${r**e}`):(0,s.unicode_replace)(`${r}^${e}`)))}}n.LogTickFormatter=p,i=p,p.__name__="LogTickFormatter",i.define((({Int:e,Ref:t,Nullable:n})=>({ticker:[n(t(c.LogTicker)),null],min_exponent:[e,0]})))},
+function _(t,o,e,s,n){var r;s();const i=t(148),a=t(9);class c extends i.AdaptiveTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,e,s){const n=this.num_minor_ticks,r=[],i=this.base,c=Math.log(t)/Math.log(i),f=Math.log(o)/Math.log(i),l=f-c;let h;if(isFinite(l))if(l<2){const e=this.get_interval(t,o,s),i=Math.floor(t/e),c=Math.ceil(o/e);if(h=(0,a.range)(i,c+1).filter((t=>0!=t)).map((t=>t*e)).filter((e=>t<=e&&e<=o)),n>0&&h.length>0){const t=e/n,o=(0,a.range)(0,n).map((o=>o*t));for(const t of o.slice(1))r.push(h[0]-t);for(const t of h)for(const e of o)r.push(t+e)}}else{const t=Math.ceil(.999999*c),o=Math.floor(1.000001*f),e=Math.ceil((o-t)/9);if(h=(0,a.range)(t-1,o+1,e).map((t=>i**t)),n>0&&h.length>0){const t=i**e/n,o=(0,a.range)(1,n+1).map((o=>o*t));for(const t of o)r.push(h[0]/t);r.push(h[0]);for(const t of h)for(const e of o)r.push(t*e)}}else h=[];return{major:h.filter((e=>t<=e&&e<=o)),minor:r.filter((e=>t<=e&&e<=o))}}}e.LogTicker=c,r=c,c.__name__="LogTicker",r.override({mantissas:[1,5]})},
+function _(e,r,t,i,a){var o;i();const s=e(128),c=e(145),n=e(166),_=e(167);class x extends s.AxisView{}t.MercatorAxisView=x,x.__name__="MercatorAxisView";class d extends c.LinearAxis{constructor(e){super(e)}}t.MercatorAxis=d,o=d,d.__name__="MercatorAxis",o.prototype.default_view=x,o.override({ticker:()=>new _.MercatorTicker({dimension:"lat"}),formatter:()=>new n.MercatorTickFormatter({dimension:"lat"})})},
+function _(r,t,e,o,n){var i;o();const c=r(146),s=r(20),a=r(78);class l extends c.BasicTickFormatter{constructor(r){super(r)}doFormat(r,t){if(null==this.dimension)throw new Error("MercatorTickFormatter.dimension not configured");if(0==r.length)return[];const e=r.length,o=new Array(e);if("lon"==this.dimension)for(let n=0;n<e;n++){const[e]=a.wgs84_mercator.invert(r[n],t.loc);o[n]=e}else for(let n=0;n<e;n++){const[,e]=a.wgs84_mercator.invert(t.loc,r[n]);o[n]=e}return super.doFormat(o,t)}}e.MercatorTickFormatter=l,i=l,l.__name__="MercatorTickFormatter",i.define((({Nullable:r})=>({dimension:[r(s.LatLon),null]})))},
+function _(t,o,n,s,r){var e;s();const i=t(147),c=t(20),_=t(78);class a extends i.BasicTicker{constructor(t){super(t)}get_ticks_no_defaults(t,o,n,s){if(null==this.dimension)throw new Error(`${this}.dimension wasn't configured`);return[t,o]=(0,_.clip_mercator)(t,o,this.dimension),"lon"==this.dimension?this._get_ticks_lon(t,o,n,s):this._get_ticks_lat(t,o,n,s)}_get_ticks_lon(t,o,n,s){const[r]=_.wgs84_mercator.invert(t,n),[e,i]=_.wgs84_mercator.invert(o,n),c=super.get_ticks_no_defaults(r,e,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lon")){const[o]=_.wgs84_mercator.compute(t,i);m.push(o)}return{major:a,minor:m}}_get_ticks_lat(t,o,n,s){const[,r]=_.wgs84_mercator.invert(n,t),[e,i]=_.wgs84_mercator.invert(n,o),c=super.get_ticks_no_defaults(r,i,n,s),a=[];for(const t of c.major)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);a.push(o)}const m=[];for(const t of c.minor)if((0,_.in_bounds)(t,"lat")){const[,o]=_.wgs84_mercator.compute(e,t);m.push(o)}return{major:a,minor:m}}}n.MercatorTicker=a,e=a,a.__name__="MercatorTicker",e.define((({Nullable:t})=>({dimension:[t(c.LatLon),null]})))},
+function _(e,i,r,c,k){c(),k("AdaptiveTicker",e(148).AdaptiveTicker),k("BasicTicker",e(147).BasicTicker),k("CategoricalTicker",e(141).CategoricalTicker),k("CompositeTicker",e(156).CompositeTicker),k("ContinuousTicker",e(149).ContinuousTicker),k("DatetimeTicker",e(155).DatetimeTicker),k("DaysTicker",e(157).DaysTicker),k("FixedTicker",e(169).FixedTicker),k("LogTicker",e(164).LogTicker),k("MercatorTicker",e(167).MercatorTicker),k("MonthsTicker",e(160).MonthsTicker),k("SingleIntervalTicker",e(158).SingleIntervalTicker),k("Ticker",e(130).Ticker),k("YearsTicker",e(161).YearsTicker),k("BinnedTicker",e(170).BinnedTicker)},
+function _(r,t,e,i,n){var s;i();const _=r(149);class c extends _.ContinuousTicker{constructor(r){super(r)}get_ticks_no_defaults(r,t,e,i){return{major:this.ticks,minor:this.minor_ticks}}get_interval(r,t,e){return 0}get_min_interval(){return 0}get_max_interval(){return 0}}e.FixedTicker=c,s=c,c.__name__="FixedTicker",s.define((({Number:r,Array:t})=>({ticks:[t(r),[]],minor_ticks:[t(r),[]]})))},
+function _(e,n,t,r,i){var o;r();const a=e(130),s=e(171),c=e(12);class m extends a.Ticker{constructor(e){super(e)}get_ticks(e,n,t,r){const{binning:i}=this.mapper.metrics,o=Math.max(0,(0,c.left_edge_index)(e,i)),a=Math.min((0,c.left_edge_index)(n,i)+1,i.length-1),s=[];for(let e=o;e<=a;e++)s.push(i[e]);const{num_major_ticks:m}=this,_=[],h="auto"==m?s.length:m,l=Math.max(1,Math.floor(s.length/h));for(let e=0;e<s.length;e+=l)_.push(s[e]);return{major:_,minor:[]}}}t.BinnedTicker=m,o=m,m.__name__="BinnedTicker",o.define((({Number:e,Ref:n,Or:t,Auto:r})=>({mapper:[n(s.ScanningColorMapper)],num_major_ticks:[t(e,r),8]})))},
+function _(n,e,i,r,o){r();const t=n(172),a=n(12);class c extends t.ContinuousColorMapper{constructor(n){super(n)}cmap(n,e,i,r,o){if(n<o.binning[0])return i;if(n>o.binning[o.binning.length-1])return r;return e[(0,a.left_edge_index)(n,o.binning)]}}i.ScanningColorMapper=c,c.__name__="ScanningColorMapper"},
+function _(t,e,o,n,s){var l;n();const c=t(173),i=t(175),a=t(9),h=t(8);class r extends c.ColorMapper{constructor(t){super(t),this._scan_data=null}connect_signals(){super.connect_signals();const t=()=>{for(const[t]of this.domain)this.connect(t.view.change,(()=>this.update_data())),this.connect(t.data_source.selected.change,(()=>this.update_data()))};this.connect(this.properties.domain.change,(()=>t())),t()}update_data(){const{domain:t,palette:e}=this,o=[...this._collect(t)];this._scan_data=this.scan(o,e.length),this.metrics_change.emit(),this.change.emit()}get metrics(){return null==this._scan_data&&this.update_data(),this._scan_data}*_collect(t){for(const[e,o]of t)for(const t of(0,h.isArray)(o)?o:[o]){let o=e.data_source.get_column(t);o=e.view.indices.select(o);const n=e.view.masked,s=e.data_source.selected.indices;let l;if(null!=n&&s.length>0?l=(0,a.intersection)([...n],s):null!=n?l=[...n]:s.length>0&&(l=s),null!=l&&(o=(0,a.map)(l,(t=>o[t]))),o.length>0&&!(0,h.isNumber)(o[0]))for(const t of o)yield*t;else yield*o}}_v_compute(t,e,o,n){const{nan_color:s}=n;let{low_color:l,high_color:c}=n;null==l&&(l=o[0]),null==c&&(c=o[o.length-1]);const{domain:i}=this,h=(0,a.is_empty)(i)?t:[...this._collect(i)];this._scan_data=this.scan(h,o.length),this.metrics_change.emit();for(let n=0,i=t.length;n<i;n++){const i=t[n];isNaN(i)?e[n]=s:e[n]=this.cmap(i,o,l,c,this._scan_data)}}_colors(t){return Object.assign(Object.assign({},super._colors(t)),{low_color:null!=this.low_color?t(this.low_color):void 0,high_color:null!=this.high_color?t(this.high_color):void 0})}}o.ContinuousColorMapper=r,l=r,r.__name__="ContinuousColorMapper",l.define((({Number:t,String:e,Ref:o,Color:n,Or:s,Tuple:l,Array:c,Nullable:a})=>({high:[a(t),null],low:[a(t),null],high_color:[a(n),null],low_color:[a(n),null],domain:[c(l(o(i.GlyphRenderer),s(e,c(e)))),[]]})))},
+function _(e,r,t,n,o){var a;n();const c=e(174),i=e(15),_=e(24),l=e(22),s=e(27);function p(e){return(0,l.encode_rgba)((0,l.color2rgba)(e))}function u(e){const r=new Uint32Array(e.length);for(let t=0,n=e.length;t<n;t++)r[t]=p(e[t]);return r}t._convert_color=p,t._convert_palette=u;class h extends c.Mapper{constructor(e){super(e)}initialize(){super.initialize(),this.metrics_change=new i.Signal0(this,"metrics_change")}v_compute(e){const r=new Array(e.length);return this._v_compute(e,r,this.palette,this._colors((e=>e))),r}get rgba_mapper(){const e=this,r=u(this.palette),t=this._colors(p);return{v_compute(n){const o=new _.ColorArray(n.length);return e._v_compute(n,o,r,t),new Uint8ClampedArray((0,s.to_big_endian)(o).buffer)}}}_colors(e){return{nan_color:e(this.nan_color)}}}t.ColorMapper=h,a=h,h.__name__="ColorMapper",a.define((({Color:e,Array:r})=>({palette:[r(e)],nan_color:[e,"gray"]})))},
+function _(r,e,n,s,o){s();const p=r(56);class t extends p.Transform{constructor(r){super(r)}compute(r){throw new Error("mapping single values is not supported")}}n.Mapper=t,t.__name__="Mapper"},
+function _(e,t,i,s,l){var h;s();const n=e(176),o=e(177),a=e(186),c=e(187),_=e(189),r=e(179),d=e(70),p=e(190),g=e(24),u=e(12),y=e(13),m=e(113),v=e(67),f={fill:{},line:{}},w={fill:{fill_alpha:.3,fill_color:"grey"},line:{line_alpha:.3,line_color:"grey"}},b={fill:{fill_alpha:.2},line:{}},V={fill:{fill_alpha:.2},line:{}};class x extends n.DataRendererView{get glyph_view(){return this.glyph}async lazy_initialize(){var e;await super.lazy_initialize();const t=this.model.glyph;this.glyph=await this.build_glyph_view(t);const i="fill"in this.glyph.visuals,s="line"in this.glyph.visuals,l=Object.assign({},t.attributes);function h(e){const h=(0,y.clone)(l);return i&&(0,y.extend)(h,e.fill),s&&(0,y.extend)(h,e.line),new t.constructor(h)}function n(e,t){return t instanceof r.Glyph?t:h("auto"==t?e:{fill:{},line:{}})}delete l.id;let{selection_glyph:o,nonselection_glyph:a,hover_glyph:c,muted_glyph:_}=this.model;o=n(f,o),this.selection_glyph=await this.build_glyph_view(o),a=n(b,a),this.nonselection_glyph=await this.build_glyph_view(a),null!=c&&(this.hover_glyph=await this.build_glyph_view(c)),_=n(V,_),this.muted_glyph=await this.build_glyph_view(_);const d=n(w,"auto");this.decimated_glyph=await this.build_glyph_view(d),this.selection_glyph.set_base(this.glyph),this.nonselection_glyph.set_base(this.glyph),null===(e=this.hover_glyph)||void 0===e||e.set_base(this.glyph),this.muted_glyph.set_base(this.glyph),this.decimated_glyph.set_base(this.glyph),this.set_data()}async build_glyph_view(e){return(0,m.build_view)(e,{parent:this})}remove(){var e;this.glyph.remove(),this.selection_glyph.remove(),this.nonselection_glyph.remove(),null===(e=this.hover_glyph)||void 0===e||e.remove(),this.muted_glyph.remove(),this.decimated_glyph.remove(),super.remove()}connect_signals(){super.connect_signals();const e=()=>this.request_render(),t=()=>this.update_data();this.connect(this.model.change,e),this.connect(this.glyph.model.change,t),this.connect(this.selection_glyph.model.change,t),this.connect(this.nonselection_glyph.model.change,t),null!=this.hover_glyph&&this.connect(this.hover_glyph.model.change,t),this.connect(this.muted_glyph.model.change,t),this.connect(this.decimated_glyph.model.change,t),this.connect(this.model.data_source.change,t),this.connect(this.model.data_source.streaming,t),this.connect(this.model.data_source.patching,(e=>this.update_data(e))),this.connect(this.model.data_source.selected.change,e),this.connect(this.model.data_source._select,e),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,e),this.connect(this.model.properties.view.change,t),this.connect(this.model.view.properties.indices.change,t),this.connect(this.model.view.properties.masked.change,(()=>this.set_visuals())),this.connect(this.model.properties.visible.change,(()=>this.plot_view.invalidate_dataranges=!0));const{x_ranges:i,y_ranges:s}=this.plot_view.frame;for(const[,e]of i)e instanceof v.FactorRange&&this.connect(e.change,t);for(const[,e]of s)e instanceof v.FactorRange&&this.connect(e.change,t);const{transformchange:l,exprchange:h}=this.model.glyph;this.connect(l,t),this.connect(h,t)}_update_masked_indices(){const e=this.glyph.mask_data();return this.model.view.masked=e,e}update_data(e){this.set_data(e),this.request_render()}set_data(e){const t=this.model.data_source;this.all_indices=this.model.view.indices;const{all_indices:i}=this;this.glyph.set_data(t,i,e),this.set_visuals(),this._update_masked_indices();const{lod_factor:s}=this.plot_model,l=this.all_indices.count;this.decimated=new g.Indices(l);for(let e=0;e<l;e+=s)this.decimated.set(e);this.plot_view.invalidate_dataranges=!0}set_visuals(){var e;const t=this.model.data_source,{all_indices:i}=this;this.glyph.set_visuals(t,i),this.decimated_glyph.set_visuals(t,i),this.selection_glyph.set_visuals(t,i),this.nonselection_glyph.set_visuals(t,i),null===(e=this.hover_glyph)||void 0===e||e.set_visuals(t,i),this.muted_glyph.set_visuals(t,i)}get has_webgl(){return this.glyph.has_webgl}_render(){const e=this.has_webgl;this.glyph.map_data();const t=[...this.all_indices];let i=[...this._update_masked_indices()];const{ctx:s}=this.layer;s.save();const{selected:l}=this.model.data_source;let h;h=!l||l.is_empty()?[]:this.glyph instanceof o.LineView&&l.selected_glyph===this.glyph.model?this.model.view.convert_indices_from_subset(i):l.indices;const{inspected:n}=this.model.data_source,r=new Set((()=>!n||n.is_empty()?[]:n.selected_glyph?this.model.view.convert_indices_from_subset(i):n.indices.length>0?n.indices:Object.keys(n.multiline_indices).map((e=>parseInt(e))))()),d=(0,u.filter)(i,(e=>r.has(t[e]))),{lod_threshold:p}=this.plot_model;let g,y,m;if(null!=this.model.document&&this.model.document.interactive_duration()>0&&!e&&null!=p&&t.length>p?(i=[...this.decimated],g=this.decimated_glyph,y=this.decimated_glyph,m=this.selection_glyph):(g=this.model.muted?this.muted_glyph:this.glyph,y=this.nonselection_glyph,m=this.selection_glyph),null!=this.hover_glyph&&d.length){const e=new Set(i);for(const t of d)e.delete(t);i=[...e]}if(h.length){const e={};for(const t of h)e[t]=!0;const l=new Array,n=new Array;if(this.glyph instanceof o.LineView)for(const i of t)null!=e[i]?l.push(i):n.push(i);else for(const s of i)null!=e[t[s]]?l.push(s):n.push(s);y.render(s,n),m.render(s,l),null!=this.hover_glyph&&(this.glyph instanceof o.LineView?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):this.hover_glyph.render(s,d))}else if(this.glyph instanceof o.LineView)this.hover_glyph&&d.length?this.hover_glyph.render(s,this.model.view.convert_indices_from_subset(d)):g.render(s,t);else if(this.glyph instanceof a.PatchView||this.glyph instanceof c.HAreaView||this.glyph instanceof _.VAreaView)if(0==n.selected_glyphs.length||null==this.hover_glyph)g.render(s,t);else for(const e of n.selected_glyphs)e==this.glyph.model&&this.hover_glyph.render(s,t);else g.render(s,i),this.hover_glyph&&d.length&&this.hover_glyph.render(s,d);s.restore()}draw_legend(e,t,i,s,l,h,n,o){0!=this.glyph.data_size&&(null==o&&(o=this.model.get_reference_point(h,n)),this.glyph.draw_legend_for_index(e,{x0:t,x1:i,y0:s,y1:l},o))}hit_test(e){if(!this.model.visible)return null;const t=this.glyph.hit_test(e);return null==t?null:this.model.view.convert_selection_from_subset(t)}}i.GlyphRendererView=x,x.__name__="GlyphRendererView";class G extends n.DataRenderer{constructor(e){super(e)}initialize(){super.initialize(),this.view.source!=this.data_source&&(this.view.source=this.data_source,this.view.compute_indices())}get_reference_point(e,t){if(null!=e){const i=this.data_source.get_column(e);if(null!=i)for(const[e,s]of Object.entries(this.view.indices_map))if(i[parseInt(e)]==t)return s}return 0}get_selection_manager(){return this.data_source.selection_manager}}i.GlyphRenderer=G,h=G,G.__name__="GlyphRenderer",h.prototype.default_view=x,h.define((({Boolean:e,Auto:t,Or:i,Ref:s,Null:l,Nullable:h})=>({data_source:[s(d.ColumnarDataSource)],view:[s(p.CDSView),e=>new p.CDSView({source:e.data_source})],glyph:[s(r.Glyph)],hover_glyph:[h(s(r.Glyph)),null],nonselection_glyph:[i(s(r.Glyph),t,l),"auto"],selection_glyph:[i(s(r.Glyph),t,l),"auto"],muted_glyph:[i(s(r.Glyph),t,l),"auto"],muted:[e,!1]})))},
+function _(e,r,t,a,n){var s;a();const c=e(41);class _ extends c.RendererView{get xscale(){return this.coordinates.x_scale}get yscale(){return this.coordinates.y_scale}}t.DataRendererView=_,_.__name__="DataRendererView";class i extends c.Renderer{constructor(e){super(e)}get selection_manager(){return this.get_selection_manager()}}t.DataRenderer=i,s=i,i.__name__="DataRenderer",s.override({level:"glyph"})},
+function _(e,t,i,s,n){s();const l=e(1);var _;const r=e(178),o=e(184),a=(0,l.__importStar)(e(48)),h=(0,l.__importStar)(e(185)),c=e(72);class d extends r.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null==t?void 0:t.regl_wrapper.has_webgl){const{LineGL:i}=await Promise.resolve().then((()=>(0,l.__importStar)(e(426))));this.glglyph=new i(t.regl_wrapper,this)}}_render(e,t,i){const{sx:s,sy:n}=null!=i?i:this;let l=null;const _=e=>null!=l&&e-l!=1;let r=!0;e.beginPath();for(const i of t){const t=s[i],o=n[i];isFinite(t+o)?r||_(i)?(e.moveTo(t,o),r=!1):e.lineTo(t,o):r=!0,l=i}this.visuals.line.set_value(e),e.stroke()}_hit_point(e){const t=new c.Selection,i={x:e.sx,y:e.sy};let s=9999;const n=Math.max(2,this.line_width.value/2);for(let e=0,l=this.sx.length-1;e<l;e++){const l={x:this.sx[e],y:this.sy[e]},_={x:this.sx[e+1],y:this.sy[e+1]},r=h.dist_to_segment(i,l,_);r<n&&r<s&&(s=r,t.add_to_selected_glyphs(this.model),t.view=this,t.line_indices=[e])}return t}_hit_span(e){const{sx:t,sy:i}=e,s=new c.Selection;let n,l;"v"==e.direction?(n=this.renderer.yscale.invert(i),l=this._y):(n=this.renderer.xscale.invert(t),l=this._x);for(let e=0,t=l.length-1;e<t;e++)(l[e]<=n&&n<=l[e+1]||l[e+1]<=n&&n<=l[e])&&(s.add_to_selected_glyphs(this.model),s.view=this,s.line_indices.push(e));return s}get_interpolation_hit(e,t){const[i,s,n,l]=[this._x[e],this._y[e],this._x[e+1],this._y[e+1]];return(0,o.line_interpolation)(this.renderer,t,i,s,n,l)}draw_legend_for_index(e,t,i){(0,o.generic_line_scalar_legend)(this.visuals,e,t)}}i.LineView=d,d.__name__="LineView";class p extends r.XYGlyph{constructor(e){super(e)}}i.Line=p,_=p,p.__name__="Line",_.prototype.default_view=d,_.mixins(a.LineScalar)},
+function _(e,t,_,s,i){s();const n=e(1);var a;const o=e(78),c=(0,n.__importStar)(e(18)),p=e(179);class r extends p.GlyphView{_project_data(){o.inplace.project_xy(this._x,this._y)}_index_data(e){const{_x:t,_y:_,data_size:s}=this;for(let i=0;i<s;i++){const s=t[i],n=_[i];e.add_point(s,n)}}scenterxy(e){return[this.sx[e],this.sy[e]]}}_.XYGlyphView=r,r.__name__="XYGlyphView";class d extends p.Glyph{constructor(e){super(e)}}_.XYGlyph=d,a=d,d.__name__="XYGlyph",a.define((({})=>({x:[c.XCoordinateSpec,{field:"x"}],y:[c.YCoordinateSpec,{field:"y"}]})))},
+function _(e,t,s,i,n){i();const r=e(1),a=(0,r.__importStar)(e(18)),o=(0,r.__importStar)(e(65)),_=(0,r.__importStar)(e(45)),l=e(42),c=e(53),h=e(19),d=e(24),u=e(8),f=e(180),p=e(12),g=e(26),y=e(181),x=e(67),v=e(72),{abs:b,ceil:m}=Math;class w extends l.View{constructor(){super(...arguments),this._index=null,this._data_size=null,this._nohit_warned=new Set}get renderer(){return this.parent}get has_webgl(){return null!=this.glglyph}get index(){const{_index:e}=this;if(null!=e)return e;throw new Error(`${this}.index_data() wasn't called`)}get data_size(){const{_data_size:e}=this;if(null!=e)return e;throw new Error(`${this}.set_data() wasn't called`)}initialize(){super.initialize(),this.visuals=new _.Visuals(this)}request_render(){this.parent.request_render()}get canvas(){return this.renderer.parent.canvas_view}render(e,t,s){var i;null!=this.glglyph&&(this.renderer.needs_webgl_blit=this.glglyph.render(e,t,null!==(i=this.base)&&void 0!==i?i:this),this.renderer.needs_webgl_blit)||this._render(e,t,null!=s?s:this.base)}has_finished(){return!0}notify_finished(){this.renderer.notify_finished()}_bounds(e){return e}bounds(){return this._bounds(this.index.bbox)}log_bounds(){const{x0:e,x1:t}=this.index.bounds(o.positive_x()),{y0:s,y1:i}=this.index.bounds(o.positive_y());return this._bounds({x0:e,y0:s,x1:t,y1:i})}get_anchor_point(e,t,[s,i]){switch(e){case"center":case"center_center":{const[e,n]=this.scenterxy(t,s,i);return{x:e,y:n}}default:return null}}scenterx(e,t,s){return this.scenterxy(e,t,s)[0]}scentery(e,t,s){return this.scenterxy(e,t,s)[1]}sdist(e,t,s,i="edge",n=!1){const r=t.length,a=new d.ScreenArray(r),o=e.s_compute;if("center"==i)for(let e=0;e<r;e++){const i=t[e],n=s.get(e)/2,r=o(i-n),_=o(i+n);a[e]=b(_-r)}else for(let e=0;e<r;e++){const i=t[e],n=o(i),r=o(i+s.get(e));a[e]=b(r-n)}return n&&(0,p.inplace_map)(a,(e=>m(e))),a}draw_legend_for_index(e,t,s){}hit_test(e){switch(e.type){case"point":if(null!=this._hit_point)return this._hit_point(e);break;case"span":if(null!=this._hit_span)return this._hit_span(e);break;case"rect":if(null!=this._hit_rect)return this._hit_rect(e);break;case"poly":if(null!=this._hit_poly)return this._hit_poly(e)}return this._nohit_warned.has(e.type)||(h.logger.debug(`'${e.type}' selection not available for ${this.model.type}`),this._nohit_warned.add(e.type)),null}_hit_rect_against_index(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,[r,a]=this.renderer.coordinates.x_scale.r_invert(t,s),[o,_]=this.renderer.coordinates.y_scale.r_invert(i,n),l=[...this.index.indices({x0:r,x1:a,y0:o,y1:_})];return new v.Selection({indices:l})}_project_data(){}*_iter_visuals(){for(const e of this.visuals)for(const t of e)(t instanceof a.VectorSpec||t instanceof a.ScalarSpec)&&(yield t)}set_base(e){e!=this&&e instanceof this.constructor&&(this.base=e)}_configure(e,t){Object.defineProperty(this,(0,u.isString)(e)?e:e.attr,Object.assign({configurable:!0,enumerable:!0},t))}set_visuals(e,t){var s;for(const s of this._iter_visuals()){const{base:i}=this;if(null!=i){const e=i.model.properties[s.attr];if(null!=e&&(0,g.is_equal)(s.get_value(),e.get_value())){this._configure(s,{get:()=>i[`${s.attr}`]});continue}}const n=s.uniform(e).select(t);this._configure(s,{value:n})}for(const e of this.visuals)e.update();null===(s=this.glglyph)||void 0===s||s.set_visuals_changed()}set_data(e,t,s){var i;const{x_source:n,y_source:r}=this.renderer.coordinates,o=new Set(this._iter_visuals());this._data_size=t.count;for(const s of this.model)if((s instanceof a.VectorSpec||s instanceof a.ScalarSpec)&&!o.has(s))if(s instanceof a.BaseCoordinateSpec){const i=s.array(e);let o=t.select(i);const _="x"==s.dimension?n:r;if(_ instanceof x.FactorRange)if(s instanceof a.CoordinateSpec)o=_.v_synthetic(o);else if(s instanceof a.CoordinateSeqSpec)for(let e=0;e<o.length;e++)o[e]=_.v_synthetic(o[e]);let l;l=s instanceof a.CoordinateSeqSpec?f.RaggedArray.from(o,Float64Array):o,this._configure(`_${s.attr}`,{value:l})}else{const i=s.uniform(e).select(t);if(this._configure(s,{value:i}),s instanceof a.DistanceSpec){const e=i.is_Scalar()?i.value:(0,p.max)(i.array);this._configure(`max_${s.attr}`,{value:e})}}this.renderer.plot_view.model.use_map&&this._project_data(),this._set_data(null!=s?s:null),null===(i=this.glglyph)||void 0===i||i.set_data_changed(),this.index_data()}_set_data(e){}get _index_size(){return this.data_size}index_data(){const e=new y.SpatialIndex(this._index_size);this._index_data(e),e.finish(),this._index=e}mask_data(){return null==this._mask_data?d.Indices.all_set(this.data_size):this._mask_data()}map_data(){var e;const t=this,{x_scale:s,y_scale:i}=this.renderer.coordinates;for(const e of this.model)if(e instanceof a.BaseCoordinateSpec){const n="x"==e.dimension?s:i;let r=t[`_${e.attr}`];if(r instanceof f.RaggedArray){const e=n.v_compute(r.array);r=new f.RaggedArray(r.offsets,e)}else r=n.v_compute(r);this[`s${e.attr}`]=r}this._map_data(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_map_data(){}}s.GlyphView=w,w.__name__="GlyphView";class S extends c.Model{constructor(e){super(e)}}s.Glyph=S,S.__name__="Glyph"},
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+function _(i,t,n,e,s){e();const d=(0,i(1).__importDefault)(i(182)),o=i(24),x=i(65);function h(i,t){let n=0,e=t.length-1;for(;n<e;){const s=n+e>>1;t[s]>i?e=s:n=s+1}return t[n]}class r extends d.default{get boxes(){return this._boxes}search_indices(i,t,n,e){if(this._pos!==this._boxes.length)throw new Error("Data not yet indexed - call index.finish().");let s=this._boxes.length-4;const d=[],x=new o.Indices(this.numItems);for(;void 0!==s;){const o=Math.min(s+4*this.nodeSize,h(s,this._levelBounds));for(let h=s;h<o;h+=4){const o=0|this._indices[h>>2],r=this._boxes[h+0],l=this._boxes[h+1],a=this._boxes[h+2],_=this._boxes[h+3];n<r||(e<l||i>a||t>_||(s<4*this.numItems?x.set(o):d.push(o)))}s=d.pop()}return x}}r.__name__="_FlatBush";class l{constructor(i){this.index=null,i>0&&(this.index=new r(i))}add_rect(i,t,n,e){var s;isFinite(i+t+n+e)?null===(s=this.index)||void 0===s||s.add(i,t,n,e):this.add_empty()}add_point(i,t){var n;isFinite(i+t)?null===(n=this.index)||void 0===n||n.add(i,t,i,t):this.add_empty()}add_empty(){var i;null===(i=this.index)||void 0===i||i.add(1/0,1/0,-1/0,-1/0)}finish(){var i;null===(i=this.index)||void 0===i||i.finish()}_normalize(i){let{x0:t,y0:n,x1:e,y1:s}=i;return t>e&&([t,e]=[e,t]),n>s&&([n,s]=[s,n]),{x0:t,y0:n,x1:e,y1:s}}get bbox(){if(null==this.index)return(0,x.empty)();{const{minX:i,minY:t,maxX:n,maxY:e}=this.index;return{x0:i,y0:t,x1:n,y1:e}}}indices(i){if(null==this.index)return new o.Indices(0);{const{x0:t,y0:n,x1:e,y1:s}=this._normalize(i);return this.index.search_indices(t,n,e,s)}}bounds(i){const t=(0,x.empty)();if(null==this.index)return t;const{boxes:n}=this.index;for(const e of this.indices(i)){const s=n[4*e+0],d=n[4*e+1],o=n[4*e+2],x=n[4*e+3];s>=i.x0&&s<t.x0&&(t.x0=s),o<=i.x1&&o>t.x1&&(t.x1=o),d>=i.y0&&d<t.y0&&(t.y0=d),x<=i.y1&&x>t.y1&&(t.y1=x)}return t}}n.SpatialIndex=l,l.__name__="SpatialIndex"},
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+function _(e,n,a,t,i){t();const l=(0,e(1).__importStar)(e(185));function r(e,n,{x0:a,x1:t,y0:i,y1:l},r){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n,r),n.restore()}function c(e,n,{x0:a,x1:t,y0:i,y1:l},r){var c,o;const _=.1*Math.abs(t-a),s=.1*Math.abs(l-i),y=a+_,p=t-_,g=i+s,h=l-s;n.beginPath(),n.rect(y,g,p-y,h-g),e.fill.apply(n,r),null===(c=e.hatch)||void 0===c||c.apply(n,r),null===(o=e.line)||void 0===o||o.apply(n,r)}a.generic_line_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){n.save(),n.beginPath(),n.moveTo(a,(i+l)/2),n.lineTo(t,(i+l)/2),e.line.apply(n),n.restore()},a.generic_line_vector_legend=r,a.generic_line_legend=r,a.generic_area_scalar_legend=function(e,n,{x0:a,x1:t,y0:i,y1:l}){var r,c;const o=.1*Math.abs(t-a),_=.1*Math.abs(l-i),s=a+o,y=t-o,p=i+_,g=l-_;n.beginPath(),n.rect(s,p,y-s,g-p),e.fill.apply(n),null===(r=e.hatch)||void 0===r||r.apply(n),null===(c=e.line)||void 0===c||c.apply(n)},a.generic_area_vector_legend=c,a.generic_area_legend=c,a.line_interpolation=function(e,n,a,t,i,r){const{sx:c,sy:o}=n;let _,s,y,p;"point"==n.type?([y,p]=e.yscale.r_invert(o-1,o+1),[_,s]=e.xscale.r_invert(c-1,c+1)):"v"==n.direction?([y,p]=e.yscale.r_invert(o,o),[_,s]=[Math.min(a-1,i-1),Math.max(a+1,i+1)]):([_,s]=e.xscale.r_invert(c,c),[y,p]=[Math.min(t-1,r-1),Math.max(t+1,r+1)]);const{x:g,y:h}=l.check_2_segments_intersect(_,y,s,p,a,t,i,r);return[g,h]}},
+function _(t,n,e,i,r){function s(t,n){return(t.x-n.x)**2+(t.y-n.y)**2}function o(t,n,e){const i=s(n,e);if(0==i)return s(t,n);const r=((t.x-n.x)*(e.x-n.x)+(t.y-n.y)*(e.y-n.y))/i;if(r<0)return s(t,n);if(r>1)return s(t,e);return s(t,{x:n.x+r*(e.x-n.x),y:n.y+r*(e.y-n.y)})}i(),e.point_in_poly=function(t,n,e,i){let r=!1,s=e[e.length-1],o=i[i.length-1];for(let u=0;u<e.length;u++){const c=e[u],_=i[u];o<n!=_<n&&s+(n-o)/(_-o)*(c-s)<t&&(r=!r),s=c,o=_}return r},e.point_in_ellipse=function(t,n,e,i,r,s,o){return((Math.cos(e)/r)**2+(Math.sin(e)/i)**2)*(t-s)**2+2*Math.cos(e)*Math.sin(e)*((1/r)**2-(1/i)**2)*(t-s)*(n-o)+((Math.cos(e)/i)**2+(Math.sin(e)/r)**2)*(n-o)**2<=1},e.dist_2_pts=s,e.dist_to_segment_squared=o,e.dist_to_segment=function(t,n,e){return Math.sqrt(o(t,n,e))},e.check_2_segments_intersect=function(t,n,e,i,r,s,o,u){const c=(u-s)*(e-t)-(o-r)*(i-n);if(0==c)return{hit:!1,x:null,y:null};{let _=n-s,h=t-r;const l=(e-t)*_-(i-n)*h;_=((o-r)*_-(u-s)*h)/c,h=l/c;return{hit:_>0&&_<1&&h>0&&h<1,x:t+_*(e-t),y:n+_*(i-n)}}}},
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+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x1[n],h=this._x2[n],r=this._y[n];t.add_rect(s(i,h),r,e(i,h),r)}}_render(t,s,e){const{sx1:i,sx2:n,sy:h}=null!=e?e:this;t.beginPath();for(let s=0,e=i.length;s<e;s++)t.lineTo(i[s],h[s]);for(let s=n.length-1;s>=0;s--)t.lineTo(n[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}_hit_point(t){const s=this.sy.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx1[i],this.sx1[i+1],this.sx2[i+1],this.sx2[i]],n=[this.sy[i],this.sy[i+1],this.sy[i+1],this.sy[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}scenterxy(t){return[(this.sx1[t]+this.sx2[t])/2,this.sy[t]]}_map_data(){this.sx1=this.renderer.xscale.v_compute(this._x1),this.sx2=this.renderer.xscale.v_compute(this._x2),this.sy=this.renderer.yscale.v_compute(this._y)}}e.HAreaView=c,c.__name__="HAreaView";class x extends a.Area{constructor(t){super(t)}}e.HArea=x,r=x,x.__name__="HArea",r.prototype.default_view=c,r.define((({})=>({x1:[o.XCoordinateSpec,{field:"x1"}],x2:[o.XCoordinateSpec,{field:"x2"}],y:[o.YCoordinateSpec,{field:"y"}]})))},
+function _(e,a,r,_,s){_();const n=e(1);var c;const i=e(179),l=e(184),t=(0,n.__importStar)(e(48));class o extends i.GlyphView{draw_legend_for_index(e,a,r){(0,l.generic_area_scalar_legend)(this.visuals,e,a)}}r.AreaView=o,o.__name__="AreaView";class d extends i.Glyph{constructor(e){super(e)}}r.Area=d,c=d,d.__name__="Area",c.mixins([t.FillScalar,t.HatchScalar])},
+function _(t,s,e,i,n){i();const h=t(1);var r;const a=t(188),_=(0,h.__importStar)(t(185)),o=(0,h.__importStar)(t(18)),l=t(72);class c extends a.AreaView{_index_data(t){const{min:s,max:e}=Math,{data_size:i}=this;for(let n=0;n<i;n++){const i=this._x[n],h=this._y1[n],r=this._y2[n];t.add_rect(i,s(h,r),i,e(h,r))}}_render(t,s,e){const{sx:i,sy1:n,sy2:h}=null!=e?e:this;t.beginPath();for(let s=0,e=n.length;s<e;s++)t.lineTo(i[s],n[s]);for(let s=h.length-1;s>=0;s--)t.lineTo(i[s],h[s]);t.closePath(),this.visuals.fill.apply(t),this.visuals.hatch.apply(t)}scenterxy(t){return[this.sx[t],(this.sy1[t]+this.sy2[t])/2]}_hit_point(t){const s=this.sx.length,e=new l.Selection;for(let i=0,n=s-1;i<n;i++){const s=[this.sx[i],this.sx[i+1],this.sx[i+1],this.sx[i]],n=[this.sy1[i],this.sy1[i+1],this.sy2[i+1],this.sy2[i]];if(_.point_in_poly(t.sx,t.sy,s,n)){e.add_to_selected_glyphs(this.model),e.view=this,e.line_indices=[i];break}}return e}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sy1=this.renderer.yscale.v_compute(this._y1),this.sy2=this.renderer.yscale.v_compute(this._y2)}}e.VAreaView=c,c.__name__="VAreaView";class y extends a.Area{constructor(t){super(t)}}e.VArea=y,r=y,y.__name__="VArea",r.prototype.default_view=c,r.define((({})=>({x:[o.XCoordinateSpec,{field:"x"}],y1:[o.YCoordinateSpec,{field:"y1"}],y2:[o.YCoordinateSpec,{field:"y2"}]})))},
+function _(e,i,s,t,n){var c;t();const o=e(53),r=e(24),u=e(191),_=e(70);class a extends o.Model{constructor(e){super(e)}initialize(){super.initialize(),this.compute_indices()}connect_signals(){super.connect_signals(),this.connect(this.properties.filters.change,(()=>this.compute_indices()));const e=()=>{const e=()=>this.compute_indices();null!=this.source&&(this.connect(this.source.change,e),this.source instanceof _.ColumnarDataSource&&(this.connect(this.source.streaming,e),this.connect(this.source.patching,e)))};let i=null!=this.source;i?e():this.connect(this.properties.source.change,(()=>{i||(e(),i=!0)}))}compute_indices(){var e;const{source:i}=this;if(null==i)return;const s=null!==(e=i.get_length())&&void 0!==e?e:1,t=r.Indices.all_set(s);for(const e of this.filters)t.intersect(e.compute_indices(i));this.indices=t,this._indices=[...t],this.indices_map_to_subset()}indices_map_to_subset(){this.indices_map={};for(let e=0;e<this._indices.length;e++)this.indices_map[this._indices[e]]=e}convert_selection_from_subset(e){return e.map((e=>this._indices[e]))}convert_selection_to_subset(e){return e.map((e=>this.indices_map[e]))}convert_indices_from_subset(e){return e.map((e=>this._indices[e]))}}s.CDSView=a,c=a,a.__name__="CDSView",c.define((({Array:e,Ref:i})=>({filters:[e(i(u.Filter)),[]],source:[i(_.ColumnarDataSource)]}))),c.internal((({Int:e,Dict:i,Ref:s,Nullable:t})=>({indices:[s(r.Indices)],indices_map:[i(e),{}],masked:[t(s(r.Indices)),null]})))},
+function _(e,t,n,s,c){s();const o=e(53);class r extends o.Model{constructor(e){super(e)}}n.Filter=r,r.__name__="Filter"},
+function _(t,r,a,e,c){e(),c("BasicTickFormatter",t(146).BasicTickFormatter),c("CategoricalTickFormatter",t(142).CategoricalTickFormatter),c("DatetimeTickFormatter",t(150).DatetimeTickFormatter),c("FuncTickFormatter",t(193).FuncTickFormatter),c("LogTickFormatter",t(163).LogTickFormatter),c("MercatorTickFormatter",t(166).MercatorTickFormatter),c("NumeralTickFormatter",t(194).NumeralTickFormatter),c("PrintfTickFormatter",t(195).PrintfTickFormatter),c("TickFormatter",t(131).TickFormatter)},
+function _(t,e,n,s,r){var c;s();const i=t(131),a=t(13),u=t(34);class o extends i.TickFormatter{constructor(t){super(t)}get names(){return(0,a.keys)(this.args)}get values(){return(0,a.values)(this.args)}_make_func(){const t=(0,u.use_strict)(this.code);return new Function("tick","index","ticks",...this.names,t)}doFormat(t,e){const n=this._make_func().bind({});return t.map(((t,e,s)=>`${n(t,e,s,...this.values)}`))}}n.FuncTickFormatter=o,c=o,o.__name__="FuncTickFormatter",c.define((({Unknown:t,String:e,Dict:n})=>({args:[n(t),{}],code:[e,""]})))},
+function _(r,n,t,o,e){o();var a;const u=(0,r(1).__importStar)(r(153)),c=r(131),i=r(20);class s extends c.TickFormatter{constructor(r){super(r)}get _rounding_fn(){switch(this.rounding){case"round":case"nearest":return Math.round;case"floor":case"rounddown":return Math.floor;case"ceil":case"roundup":return Math.ceil}}doFormat(r,n){const{format:t,language:o,_rounding_fn:e}=this;return r.map((r=>u.format(r,t,o,e)))}}t.NumeralTickFormatter=s,a=s,s.__name__="NumeralTickFormatter",a.define((({String:r})=>({format:[r,"0,0"],language:[r,"en"],rounding:[i.RoundingFunction,"round"]})))},
+function _(t,r,n,o,a){var e;o();const i=t(131),s=t(152);class c extends i.TickFormatter{constructor(t){super(t)}doFormat(t,r){return t.map((t=>(0,s.sprintf)(this.format,t)))}}n.PrintfTickFormatter=c,e=c,c.__name__="PrintfTickFormatter",e.define((({String:t})=>({format:[t,"%s"]})))},
+function _(r,o,a,p,e){p(),e("CategoricalColorMapper",r(197).CategoricalColorMapper),e("CategoricalMarkerMapper",r(199).CategoricalMarkerMapper),e("CategoricalPatternMapper",r(200).CategoricalPatternMapper),e("ContinuousColorMapper",r(172).ContinuousColorMapper),e("ColorMapper",r(173).ColorMapper),e("LinearColorMapper",r(201).LinearColorMapper),e("LogColorMapper",r(202).LogColorMapper),e("ScanningColorMapper",r(171).ScanningColorMapper),e("EqHistColorMapper",r(203).EqHistColorMapper)},
+function _(t,o,r,a,e){var c;a();const s=t(198),l=t(173),n=t(67);class _ extends l.ColorMapper{constructor(t){super(t)}_v_compute(t,o,r,{nan_color:a}){(0,s.cat_v_compute)(t,this.factors,r,o,this.start,this.end,a)}}r.CategoricalColorMapper=_,c=_,_.__name__="CategoricalColorMapper",c.define((({Number:t,Nullable:o})=>({factors:[n.FactorSeq],start:[t,0],end:[o(t),null]})))},
+function _(n,t,e,l,i){l();const c=n(12),u=n(8);function f(n,t){if(n.length!=t.length)return!1;for(let e=0,l=n.length;e<l;e++)if(n[e]!==t[e])return!1;return!0}e._cat_equals=f,e.cat_v_compute=function(n,t,e,l,i,o,r){const _=n.length;for(let g=0;g<_;g++){let _,s,h=n[g];(0,u.isString)(h)?_=(0,c.index_of)(t,h):(null!=i?h=null!=o?h.slice(i,o):h.slice(i):null!=o&&(h=h.slice(0,o)),_=1==h.length?(0,c.index_of)(t,h[0]):(0,c.find_index)(t,(n=>f(n,h)))),s=_<0||_>=e.length?r:e[_],l[g]=s}}},
+function _(e,r,a,t,s){var c;t();const l=e(198),n=e(67),u=e(174),o=e(20);class p extends u.Mapper{constructor(e){super(e)}v_compute(e){const r=new Array(e.length);return(0,l.cat_v_compute)(e,this.factors,this.markers,r,this.start,this.end,this.default_value),r}}a.CategoricalMarkerMapper=p,c=p,p.__name__="CategoricalMarkerMapper",c.define((({Number:e,Array:r,Nullable:a})=>({factors:[n.FactorSeq],markers:[r(o.MarkerType)],start:[e,0],end:[a(e),null],default_value:[o.MarkerType,"circle"]})))},
+function _(t,e,a,r,n){var s;r();const c=t(198),l=t(67),p=t(174),u=t(20);class o extends p.Mapper{constructor(t){super(t)}v_compute(t){const e=new Array(t.length);return(0,c.cat_v_compute)(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e}}a.CategoricalPatternMapper=o,s=o,o.__name__="CategoricalPatternMapper",s.define((({Number:t,Array:e,Nullable:a})=>({factors:[l.FactorSeq],patterns:[e(u.HatchPatternType)],start:[t,0],end:[a(t),null],default_value:[u.HatchPatternType," "]})))},
+function _(n,r,o,t,a){t();const e=n(172),i=n(12);class s extends e.ContinuousColorMapper{constructor(n){super(n)}scan(n,r){const o=null!=this.low?this.low:(0,i.min)(n),t=null!=this.high?this.high:(0,i.max)(n);return{max:t,min:o,norm_factor:1/(t-o),normed_interval:1/r}}cmap(n,r,o,t,a){const e=r.length-1;if(n==a.max)return r[e];const i=(n-a.min)*a.norm_factor,s=Math.floor(i/a.normed_interval);return s<0?o:s>e?t:r[s]}}o.LinearColorMapper=s,s.__name__="LinearColorMapper"},
+function _(o,t,n,r,l){r();const a=o(172),s=o(12);class e extends a.ContinuousColorMapper{constructor(o){super(o)}scan(o,t){const n=null!=this.low?this.low:(0,s.min)(o),r=null!=this.high?this.high:(0,s.max)(o);return{max:r,min:n,scale:t/(Math.log(r)-Math.log(n))}}cmap(o,t,n,r,l){const a=t.length-1;if(o>l.max)return r;if(o==l.max)return t[a];if(o<l.min)return n;const s=Math.log(o)-Math.log(l.min);let e=Math.floor(s*l.scale);return e>a&&(e=a),t[e]}}n.LogColorMapper=e,e.__name__="LogColorMapper"},
+function _(e,n,s,t,l){var i;t();const r=e(171),o=e(12),c=e(9);class a extends r.ScanningColorMapper{constructor(e){super(e)}scan(e,n){let s=null!=this.low?this.low:(0,o.min)(e);const t=null!=this.high?this.high:(0,o.max)(e),l=this.bins,i=(0,c.linspace)(s,t,l+1),r=(0,o.bin_counts)(e,i);let a=0;for(let e=0;e<l;e++)0!=r[e]&&a++;const h=new Array(a+1),_=new Array(a+1);for(let e=0,n=1;e<l;e++)0!=r[e]&&(h[n]=r[e],_[n]=(i[e]+i[e+1])/2,n++);h[0]=0,_[0]=2*_[1]-_[a];const p=(0,c.cumsum)(h),u=p[1],m=p[a]-u;for(let e=1;e<=a;e++)p[e]=(p[e]-u)/m;p[0]=-1;let f=0;if(this.rescale_discrete_levels){const e=-.5/98,n=e*a+(1.5-2*e);n>1&&(f=1-n)}const d=(0,c.linspace)(f,1,n+1),g=(0,o.interpolate)(d,p,_);return this.rescale_discrete_levels?s=g[0]:g[0]=s,g[g.length-1]=t,{min:s,max:t,binning:g}}}s.EqHistColorMapper=a,i=a,a.__name__="EqHistColorMapper",i.define((({Boolean:e,Int:n})=>({bins:[n,65536],rescale_discrete_levels:[e,!1]})))},
+function _(a,e,l,c,n){c(),n("CategoricalScale",a(62).CategoricalScale),n("ContinuousScale",a(60).ContinuousScale),n("LinearScale",a(59).LinearScale),n("LinearInterpolationScale",a(205).LinearInterpolationScale),n("LogScale",a(61).LogScale),n("Scale",a(55).Scale)},
+function _(e,r,n,t,a){var i;t();const s=e(55),o=e(59),c=e(12);class _ extends s.Scale{constructor(e){super(e)}connect_signals(){super.connect_signals();const{source_range:e,target_range:r}=this.properties;this.on_change([e,r],(()=>{this.linear_scale=new o.LinearScale({source_range:this.source_range,target_range:this.target_range})}))}get s_compute(){throw new Error("not implemented")}get s_invert(){throw new Error("not implemented")}compute(e){return e}v_compute(e){const{binning:r}=this,{start:n,end:t}=this.source_range,a=n,i=t,s=r.length,o=(t-n)/(s-1),_=new Float64Array(s);for(let e=0;e<s;e++)_[e]=n+e*o;const l=(0,c.map)(e,(e=>{if(e<a)return a;if(e>i)return i;const n=(0,c.left_edge_index)(e,r);if(-1==n)return a;if(n>=s-1)return i;const t=r[n],o=(e-t)/(r[n+1]-t),l=_[n];return l+o*(_[n+1]-l)}));return this.linear_scale.v_compute(l)}invert(e){return e}v_invert(e){return new Float64Array(e)}}n.LinearInterpolationScale=_,i=_,_.__name__="LinearInterpolationScale",i.internal((({Arrayable:e,Ref:r})=>({binning:[e],linear_scale:[r(o.LinearScale),e=>new o.LinearScale({source_range:e.source_range,target_range:e.target_range})]})))},
+function _(a,n,e,g,R){g(),R("DataRange",a(64).DataRange),R("DataRange1d",a(63).DataRange1d),R("FactorRange",a(67).FactorRange),R("Range",a(57).Range),R("Range1d",a(58).Range1d)},
+function _(a,o,i,t,e){t();var n=a(124);e("Sizeable",n.Sizeable),e("SizingPolicy",n.SizingPolicy);var c=a(125);e("Layoutable",c.Layoutable),e("LayoutItem",c.LayoutItem);var r=a(208);e("HStack",r.HStack),e("VStack",r.VStack);var l=a(209);e("Grid",l.Grid),e("Row",l.Row),e("Column",l.Column);var S=a(210);e("ContentBox",S.ContentBox),e("VariadicBox",S.VariadicBox)},
+function _(t,e,h,i,r){i();const n=t(125),o=t(65);class s extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}}h.Stack=s,s.__name__="Stack";class c extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e+=i.width,h=Math.max(h,i.height)}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.top:0;let i=this.absolute?t.left:0;const{height:r}=t;for(const t of this.children){const{width:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({left:i,width:e,top:h,height:r})),i+=e}}}h.HStack=c,c.__name__="HStack";class a extends s{_measure(t){let e=0,h=0;for(const t of this.children){const i=t.measure({width:0,height:0});e=Math.max(e,i.width),h+=i.height}return{width:e,height:h}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t.left:0;let i=this.absolute?t.top:0;const{width:r}=t;for(const t of this.children){const{height:e}=t.measure({width:0,height:0});t.set_geometry(new o.BBox({top:i,height:e,left:h,width:r})),i+=e}}}h.VStack=a,a.__name__="VStack";class l extends n.Layoutable{constructor(){super(...arguments),this.children=[]}*[Symbol.iterator](){yield*this.children}_measure(t){const{width_policy:e,height_policy:h}=this.sizing,{min:i,max:r}=Math;let n=0,o=0;for(const e of this.children){const{width:h,height:i}=e.measure(t);n=r(n,h),o=r(o,i)}return{width:(()=>{const{width:h}=this.sizing;if(t.width==1/0)return"fixed"==e&&null!=h?h:n;switch(e){case"fixed":return null!=h?h:n;case"min":return n;case"fit":return null!=h?i(t.width,h):t.width;case"max":return null!=h?r(t.width,h):t.width}})(),height:(()=>{const{height:e}=this.sizing;if(t.height==1/0)return"fixed"==h&&null!=e?e:o;switch(h){case"fixed":return null!=e?e:o;case"min":return o;case"fit":return null!=e?i(t.height,e):t.height;case"max":return null!=e?r(t.height,e):t.height}})()}}_set_geometry(t,e){super._set_geometry(t,e);const h=this.absolute?t:t.relative(),{left:i,right:r,top:n,bottom:s}=h,c=Math.round(h.vcenter),a=Math.round(h.hcenter);for(const e of this.children){const{margin:h,halign:l,valign:d}=e.sizing,{width:u,height:g,inner:_}=e.measure(t),w=(()=>{switch(`${d}_${l}`){case"start_start":return new o.BBox({left:i+h.left,top:n+h.top,width:u,height:g});case"start_center":return new o.BBox({hcenter:a,top:n+h.top,width:u,height:g});case"start_end":return new o.BBox({right:r-h.right,top:n+h.top,width:u,height:g});case"center_start":return new o.BBox({left:i+h.left,vcenter:c,width:u,height:g});case"center_center":return new o.BBox({hcenter:a,vcenter:c,width:u,height:g});case"center_end":return new o.BBox({right:r-h.right,vcenter:c,width:u,height:g});case"end_start":return new o.BBox({left:i+h.left,bottom:s-h.bottom,width:u,height:g});case"end_center":return new o.BBox({hcenter:a,bottom:s-h.bottom,width:u,height:g});case"end_end":return new o.BBox({right:r-h.right,bottom:s-h.bottom,width:u,height:g})}})(),m=null==_?w:new o.BBox({left:w.left+_.left,top:w.top+_.top,right:w.right-_.right,bottom:w.bottom-_.bottom});e.set_geometry(w,m)}}}h.NodeLayout=l,l.__name__="NodeLayout"},
+function _(t,i,s,e,o){e();const n=t(124),l=t(125),r=t(8),h=t(65),c=t(9),{max:a,round:g}=Math;class p{constructor(t){this.def=t,this._map=new Map}get(t){let i=this._map.get(t);return void 0===i&&(i=this.def(),this._map.set(t,i)),i}apply(t,i){const s=this.get(t);this._map.set(t,i(s))}}p.__name__="DefaultMap";class f{constructor(){this._items=[],this._nrows=0,this._ncols=0}get nrows(){return this._nrows}get ncols(){return this._ncols}add(t,i){const{r1:s,c1:e}=t;this._nrows=a(this._nrows,s+1),this._ncols=a(this._ncols,e+1),this._items.push({span:t,data:i})}at(t,i){return this._items.filter((({span:s})=>s.r0<=t&&t<=s.r1&&s.c0<=i&&i<=s.c1)).map((({data:t})=>t))}row(t){return this._items.filter((({span:i})=>i.r0<=t&&t<=i.r1)).map((({data:t})=>t))}col(t){return this._items.filter((({span:i})=>i.c0<=t&&t<=i.c1)).map((({data:t})=>t))}foreach(t){for(const{span:i,data:s}of this._items)t(i,s)}map(t){const i=new f;for(const{span:s,data:e}of this._items)i.add(s,t(s,e));return i}}f.__name__="Container";class _ extends l.Layoutable{constructor(t=[]){super(),this.items=t,this.rows="auto",this.cols="auto",this.spacing=0}*[Symbol.iterator](){for(const{layout:t}of this.items)yield t}is_width_expanding(){if(super.is_width_expanding())return!0;if("fixed"==this.sizing.width_policy)return!1;const{cols:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}is_height_expanding(){if(super.is_height_expanding())return!0;if("fixed"==this.sizing.height_policy)return!1;const{rows:t}=this._state;return(0,c.some)(t,(t=>"max"==t.policy))}_init(){var t,i,s,e;super._init();const o=new f;for(const{layout:t,row:i,col:s,row_span:e,col_span:n}of this.items)if(t.sizing.visible){const l=i,r=s,h=i+(null!=e?e:1)-1,c=s+(null!=n?n:1)-1;o.add({r0:l,c0:r,r1:h,c1:c},t)}const{nrows:n,ncols:l}=o,h=new Array(n);for(let s=0;s<n;s++){const e=(()=>{var t;const i=(0,r.isPlainObject)(this.rows)?null!==(t=this.rows[s])&&void 0!==t?t:this.rows["*"]:this.rows;return null==i?{policy:"auto"}:(0,r.isNumber)(i)?{policy:"fixed",height:i}:(0,r.isString)(i)?{policy:i}:i})(),n=null!==(t=e.align)&&void 0!==t?t:"auto";if("fixed"==e.policy)h[s]={policy:"fixed",height:e.height,align:n};else if("min"==e.policy)h[s]={policy:"min",align:n};else if("fit"==e.policy||"max"==e.policy)h[s]={policy:e.policy,flex:null!==(i=e.flex)&&void 0!==i?i:1,align:n};else{if("auto"!=e.policy)throw new Error("unrechable");(0,c.some)(o.row(s),(t=>t.is_height_expanding()))?h[s]={policy:"max",flex:1,align:n}:h[s]={policy:"min",align:n}}}const a=new Array(l);for(let t=0;t<l;t++){const i=(()=>{var i;const s=(0,r.isPlainObject)(this.cols)?null!==(i=this.cols[t])&&void 0!==i?i:this.cols["*"]:this.cols;return null==s?{policy:"auto"}:(0,r.isNumber)(s)?{policy:"fixed",width:s}:(0,r.isString)(s)?{policy:s}:s})(),n=null!==(s=i.align)&&void 0!==s?s:"auto";if("fixed"==i.policy)a[t]={policy:"fixed",width:i.width,align:n};else if("min"==i.policy)a[t]={policy:"min",align:n};else if("fit"==i.policy||"max"==i.policy)a[t]={policy:i.policy,flex:null!==(e=i.flex)&&void 0!==e?e:1,align:n};else{if("auto"!=i.policy)throw new Error("unrechable");(0,c.some)(o.col(t),(t=>t.is_width_expanding()))?a[t]={policy:"max",flex:1,align:n}:a[t]={policy:"min",align:n}}}const[g,p]=(0,r.isNumber)(this.spacing)?[this.spacing,this.spacing]:this.spacing;this._state={items:o,nrows:n,ncols:l,rows:h,cols:a,rspacing:g,cspacing:p}}_measure_totals(t,i){const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state;return{height:(0,c.sum)(t)+(s-1)*o,width:(0,c.sum)(i)+(e-1)*n}}_measure_cells(t){const{items:i,nrows:s,ncols:e,rows:o,cols:l,rspacing:r,cspacing:h}=this._state,c=new Array(s);for(let t=0;t<s;t++){const i=o[t];c[t]="fixed"==i.policy?i.height:0}const p=new Array(e);for(let t=0;t<e;t++){const i=l[t];p[t]="fixed"==i.policy?i.width:0}const _=new f;i.foreach(((i,s)=>{const{r0:e,c0:f,r1:d,c1:u}=i,w=(d-e)*r,m=(u-f)*h;let y=0;for(let i=e;i<=d;i++)y+=t(i,f).height;y+=w;let x=0;for(let i=f;i<=u;i++)x+=t(e,i).width;x+=m;const b=s.measure({width:x,height:y});_.add(i,{layout:s,size_hint:b});const z=new n.Sizeable(b).grow_by(s.sizing.margin);z.height-=w,z.width-=m;const v=[];for(let t=e;t<=d;t++){const i=o[t];"fixed"==i.policy?z.height-=i.height:v.push(t)}if(z.height>0){const t=g(z.height/v.length);for(const i of v)c[i]=a(c[i],t)}const j=[];for(let t=f;t<=u;t++){const i=l[t];"fixed"==i.policy?z.width-=i.width:j.push(t)}if(z.width>0){const t=g(z.width/j.length);for(const i of j)p[i]=a(p[i],t)}}));return{size:this._measure_totals(c,p),row_heights:c,col_widths:p,size_hints:_}}_measure_grid(t){const{nrows:i,ncols:s,rows:e,cols:o,rspacing:n,cspacing:l}=this._state,r=this._measure_cells(((t,i)=>{const s=e[t],n=o[i];return{width:"fixed"==n.policy?n.width:1/0,height:"fixed"==s.policy?s.height:1/0}}));let h;h="fixed"==this.sizing.height_policy&&null!=this.sizing.height?this.sizing.height:t.height!=1/0&&this.is_height_expanding()?t.height:r.size.height;let c,p=0;for(let t=0;t<i;t++){const i=e[t];"fit"==i.policy||"max"==i.policy?p+=i.flex:h-=r.row_heights[t]}if(h-=(i-1)*n,0!=p&&h>0)for(let t=0;t<i;t++){const i=e[t];if("fit"==i.policy||"max"==i.policy){const s=g(h*(i.flex/p));h-=s,r.row_heights[t]=s,p-=i.flex}}else if(h<0){let t=0;for(let s=0;s<i;s++){"fixed"!=e[s].policy&&t++}let s=-h;for(let o=0;o<i;o++){if("fixed"!=e[o].policy){const i=r.row_heights[o],e=g(s/t);r.row_heights[o]=a(i-e,0),s-=e>i?i:e,t--}}}c="fixed"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:r.size.width;let f=0;for(let t=0;t<s;t++){const i=o[t];"fit"==i.policy||"max"==i.policy?f+=i.flex:c-=r.col_widths[t]}if(c-=(s-1)*l,0!=f&&c>0)for(let t=0;t<s;t++){const i=o[t];if("fit"==i.policy||"max"==i.policy){const s=g(c*(i.flex/f));c-=s,r.col_widths[t]=s,f-=i.flex}}else if(c<0){let t=0;for(let i=0;i<s;i++){"fixed"!=o[i].policy&&t++}let i=-c;for(let e=0;e<s;e++){if("fixed"!=o[e].policy){const s=r.col_widths[e],o=g(i/t);r.col_widths[e]=a(s-o,0),i-=o>s?s:o,t--}}}const{row_heights:_,col_widths:d,size_hints:u}=this._measure_cells(((t,i)=>({width:r.col_widths[i],height:r.row_heights[t]})));return{size:this._measure_totals(_,d),row_heights:_,col_widths:d,size_hints:u}}_measure(t){const{size:i}=this._measure_grid(t);return i}_set_geometry(t,i){super._set_geometry(t,i);const{nrows:s,ncols:e,rspacing:o,cspacing:n}=this._state,{row_heights:l,col_widths:r,size_hints:c}=this._measure_grid(t),f=this._state.rows.map(((t,i)=>Object.assign(Object.assign({},t),{top:0,height:l[i],get bottom(){return this.top+this.height}}))),_=this._state.cols.map(((t,i)=>Object.assign(Object.assign({},t),{left:0,width:r[i],get right(){return this.left+this.width}}))),d=c.map(((t,i)=>Object.assign(Object.assign({},i),{outer:new h.BBox,inner:new h.BBox})));for(let i=0,e=this.absolute?t.top:0;i<s;i++){const t=f[i];t.top=e,e+=t.height+o}for(let i=0,s=this.absolute?t.left:0;i<e;i++){const t=_[i];t.left=s,s+=t.width+n}d.foreach((({r0:t,c0:i,r1:s,c1:e},l)=>{const{layout:r,size_hint:c}=l,{sizing:a}=r,{width:p,height:d}=c,u=function(t,i){let s=(i-t)*n;for(let e=t;e<=i;e++)s+=_[e].width;return s}(i,e),w=function(t,i){let s=(i-t)*o;for(let e=t;e<=i;e++)s+=f[e].height;return s}(t,s),m=i==e&&"auto"!=_[i].align?_[i].align:a.halign,y=t==s&&"auto"!=f[t].align?f[t].align:a.valign;let x=_[i].left;"start"==m?x+=a.margin.left:"center"==m?x+=g((u-p)/2):"end"==m&&(x+=u-a.margin.right-p);let b=f[t].top;"start"==y?b+=a.margin.top:"center"==y?b+=g((w-d)/2):"end"==y&&(b+=w-a.margin.bottom-d),l.outer=new h.BBox({left:x,top:b,width:p,height:d})}));const u=f.map((()=>({start:new p((()=>0)),end:new p((()=>0))}))),w=_.map((()=>({start:new p((()=>0)),end:new p((()=>0))})));d.foreach((({r0:t,c0:i,r1:s,c1:e},{size_hint:o,outer:n})=>{const{inner:l}=o;null!=l&&(u[t].start.apply(n.top,(t=>a(t,l.top))),u[s].end.apply(f[s].bottom-n.bottom,(t=>a(t,l.bottom))),w[i].start.apply(n.left,(t=>a(t,l.left))),w[e].end.apply(_[e].right-n.right,(t=>a(t,l.right))))})),d.foreach((({r0:t,c0:i,r1:s,c1:e},o)=>{const{size_hint:n,outer:l}=o,r=t=>{const i=this.absolute?l:l.relative(),s=i.left+t.left,e=i.top+t.top,o=i.right-t.right,n=i.bottom-t.bottom;return new h.BBox({left:s,top:e,right:o,bottom:n})};if(null!=n.inner){let h=r(n.inner);if(!1!==n.align){const o=u[t].start.get(l.top),n=u[s].end.get(f[s].bottom-l.bottom),c=w[i].start.get(l.left),a=w[e].end.get(_[e].right-l.right);try{h=r({top:o,bottom:n,left:c,right:a})}catch(t){}}o.inner=h}else o.inner=l})),d.foreach(((t,{layout:i,outer:s,inner:e})=>{i.set_geometry(s,e)}))}}s.Grid=_,_.__name__="Grid";class d extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:0,col:i}))),this.rows="fit"}}s.Row=d,d.__name__="Row";class u extends _{constructor(t){super(),this.items=t.map(((t,i)=>({layout:t,row:i,col:0}))),this.cols="fit"}}s.Column=u,u.__name__="Column"},
+function _(e,t,s,n,i){n();const a=e(125),c=e(124),o=e(43);class r extends a.ContentLayoutable{constructor(e){super(),this.content_size=(0,o.unsized)(e,(()=>new c.Sizeable((0,o.size)(e))))}_content_size(){return this.content_size}}s.ContentBox=r,r.__name__="ContentBox";class _ extends a.Layoutable{constructor(e){super(),this.el=e}_measure(e){const t=new c.Sizeable(e).bounded_to(this.sizing.size);return(0,o.sized)(this.el,t,(()=>{const e=new c.Sizeable((0,o.content_size)(this.el)),{border:t,padding:s}=(0,o.extents)(this.el);return e.grow_by(t).grow_by(s).map(Math.ceil)}))}}s.VariadicBox=_,_.__name__="VariadicBox";class h extends _{constructor(e){super(e),this._cache=new Map}_measure(e){const{width:t,height:s}=e,n=`${t},${s}`;let i=this._cache.get(n);return null==i&&(i=super._measure(e),this._cache.set(n,i)),i}invalidate_cache(){this._cache.clear()}}s.CachedVariadicBox=h,h.__name__="CachedVariadicBox"},
+function _(t,e,i,h,o){h();const s=t(124),r=t(125),n=t(65);class g extends r.Layoutable{constructor(){super(...arguments),this.min_border={left:0,top:0,right:0,bottom:0},this.padding={left:0,top:0,right:0,bottom:0}}*[Symbol.iterator](){yield this.top_panel,yield this.bottom_panel,yield this.left_panel,yield this.right_panel,yield this.center_panel}_measure(t){t=new s.Sizeable({width:"fixed"==this.sizing.width_policy||t.width==1/0?this.sizing.width:t.width,height:"fixed"==this.sizing.height_policy||t.height==1/0?this.sizing.height:t.height});const e=this.left_panel.measure({width:0,height:t.height}),i=Math.max(e.width,this.min_border.left)+this.padding.left,h=this.right_panel.measure({width:0,height:t.height}),o=Math.max(h.width,this.min_border.right)+this.padding.right,r=this.top_panel.measure({width:t.width,height:0}),n=Math.max(r.height,this.min_border.top)+this.padding.top,g=this.bottom_panel.measure({width:t.width,height:0}),a=Math.max(g.height,this.min_border.bottom)+this.padding.bottom,d=new s.Sizeable(t).shrink_by({left:i,right:o,top:n,bottom:a}),l=this.center_panel.measure(d);return{width:i+l.width+o,height:n+l.height+a,inner:{left:i,right:o,top:n,bottom:a},align:(()=>{const{width_policy:t,height_policy:e}=this.center_panel.sizing;return"fixed"!=t&&"fixed"!=e})()}}_set_geometry(t,e){super._set_geometry(t,e),this.center_panel.set_geometry(e);const i=this.left_panel.measure({width:0,height:t.height}),h=this.right_panel.measure({width:0,height:t.height}),o=this.top_panel.measure({width:t.width,height:0}),s=this.bottom_panel.measure({width:t.width,height:0}),{left:r,top:g,right:a,bottom:d}=e;this.top_panel.set_geometry(new n.BBox({left:r,right:a,bottom:g,height:o.height})),this.bottom_panel.set_geometry(new n.BBox({left:r,right:a,top:d,height:s.height})),this.left_panel.set_geometry(new n.BBox({top:g,bottom:d,right:r,width:i.width})),this.right_panel.set_geometry(new n.BBox({top:g,bottom:d,left:a,width:h.width}))}}i.BorderLayout=g,g.__name__="BorderLayout"},
+function _(t,e,i,s,l){s();const n=t(1);var o;const a=t(119),_=t(10),d=t(20),h=t(120),r=t(123),u=(0,n.__importStar)(t(48));class c extends a.TextAnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new r.SideLayout(t,(()=>this.get_size()),!1):void 0}_get_size(){const{text:t}=this.model,e=new h.TextBox({text:t}),{angle:i,angle_units:s}=this.model;e.angle=(0,_.resolve_angle)(i,s),e.visuals=this.visuals.text.values();const{width:l,height:n}=e.size();return{width:l,height:n}}_render(){const{angle:t,angle_units:e}=this.model,i=(0,_.resolve_angle)(t,e),s=null!=this.layout?this.layout:this.plot_view.frame,l=this.coordinates.x_scale,n=this.coordinates.y_scale;let o="data"==this.model.x_units?l.compute(this.model.x):s.bbox.xview.compute(this.model.x),a="data"==this.model.y_units?n.compute(this.model.y):s.bbox.yview.compute(this.model.y);o+=this.model.x_offset,a-=this.model.y_offset;("canvas"==this.model.render_mode?this._canvas_text.bind(this):this._css_text.bind(this))(this.layer.ctx,this.model.text,o,a,i)}}i.LabelView=c,c.__name__="LabelView";class x extends a.TextAnnotation{constructor(t){super(t)}}i.Label=x,o=x,x.__name__="Label",o.prototype.default_view=c,o.mixins([u.Text,["border_",u.Line],["background_",u.Fill]]),o.define((({Number:t,String:e,Angle:i})=>({x:[t],x_units:[d.SpatialUnits,"data"],y:[t],y_units:[d.SpatialUnits,"data"],text:[e,""],angle:[i,0],angle_units:[d.AngleUnits,"rad"],x_offset:[t,0],y_offset:[t,0]}))),o.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,s,i,l){i();const o=t(1);var a;const r=t(69),n=(0,o.__importStar)(t(48)),d=t(20),_=t(43),c=t(120),h=(0,o.__importStar)(t(18)),u=t(11);class v extends r.DataAnnotationView{set_data(t){var e;if(super.set_data(t),null===(e=this.els)||void 0===e||e.forEach((t=>(0,_.remove)(t))),"css"==this.model.render_mode){const t=this.els=[...this.text].map((()=>(0,_.div)({style:{display:"none"}})));for(const e of t)this.plot_view.canvas_view.add_overlay(e)}else delete this.els}remove(){var t;null===(t=this.els)||void 0===t||t.forEach((t=>(0,_.remove)(t))),super.remove()}_rerender(){"css"==this.model.render_mode?this.render():this.request_render()}map_data(){const{x_scale:t,y_scale:e}=this.coordinates,s=null!=this.layout?this.layout:this.plot_view.frame;this.sx="data"==this.model.x_units?t.v_compute(this._x):s.bbox.xview.v_compute(this._x),this.sy="data"==this.model.y_units?e.v_compute(this._y):s.bbox.yview.v_compute(this._y)}paint(){const t="canvas"==this.model.render_mode?this._v_canvas_text.bind(this):this._v_css_text.bind(this),{ctx:e}=this.layer;for(let s=0,i=this.text.length;s<i;s++){const i=this.x_offset.get(s),l=this.y_offset.get(s),o=this.sx[s]+i,a=this.sy[s]-l,r=this.angle.get(s);t(e,s,this.text.get(s),o,a,r)}}_v_canvas_text(t,e,s,i,l,o){const a=new c.TextBox({text:s});a.angle=o,a.position={sx:i,sy:l},a.visuals=this.visuals.text.values(e);const{background_fill:r,border_line:n}=this.visuals;if(r.doit||n.doit){const{p0:s,p1:i,p2:l,p3:o}=a.rect();t.beginPath(),t.moveTo(s.x,s.y),t.lineTo(i.x,i.y),t.lineTo(l.x,l.y),t.lineTo(o.x,o.y),t.closePath(),this.visuals.background_fill.apply(t,e),this.visuals.border_line.apply(t,e)}this.visuals.text.doit&&a.paint(t)}_v_css_text(t,e,s,i,l,o){(0,u.assert)(null!=this.els);const a=this.els[e];a.textContent=s,this.visuals.text.set_vectorize(t,e),a.style.position="absolute",a.style.left=`${i}px`,a.style.top=`${l}px`,a.style.color=t.fillStyle,a.style.font=t.font,a.style.lineHeight="normal",a.style.whiteSpace="pre";const[r,n]=(()=>{switch(this.visuals.text.text_align.get(e)){case"left":return["left","0%"];case"center":return["center","-50%"];case"right":return["right","-100%"]}})(),[d,c]=(()=>{switch(this.visuals.text.text_baseline.get(e)){case"top":return["top","0%"];case"middle":return["center","-50%"];case"bottom":return["bottom","-100%"];default:return["center","-50%"]}})();let h=`translate(${n}, ${c})`;o&&(h+=`rotate(${o}rad)`),a.style.transformOrigin=`${r} ${d}`,a.style.transform=h,this.layout,this.visuals.background_fill.doit&&(this.visuals.background_fill.set_vectorize(t,e),a.style.backgroundColor=t.fillStyle),this.visuals.border_line.doit&&(this.visuals.border_line.set_vectorize(t,e),a.style.borderStyle=t.lineDash.length<2?"solid":"dashed",a.style.borderWidth=`${t.lineWidth}px`,a.style.borderColor=t.strokeStyle),(0,_.display)(a)}}s.LabelSetView=v,v.__name__="LabelSetView";class x extends r.DataAnnotation{constructor(t){super(t)}}s.LabelSet=x,a=x,x.__name__="LabelSet",a.prototype.default_view=v,a.mixins([n.TextVector,["border_",n.LineVector],["background_",n.FillVector]]),a.define((()=>({x:[h.XCoordinateSpec,{field:"x"}],y:[h.YCoordinateSpec,{field:"y"}],x_units:[d.SpatialUnits,"data"],y_units:[d.SpatialUnits,"data"],text:[h.StringSpec,{field:"text"}],angle:[h.AngleSpec,0],x_offset:[h.NumberSpec,{value:0}],y_offset:[h.NumberSpec,{value:0}],render_mode:[d.RenderMode,"canvas"]}))),a.override({background_fill_color:null,border_line_color:null})},
+function _(t,e,i,l,s){l();const n=t(1);var o;const h=t(40),a=t(215),_=t(20),r=(0,n.__importStar)(t(48)),d=t(15),c=t(123),g=t(121),m=t(65),b=t(9),f=t(8),u=t(11);class x extends h.AnnotationView{update_layout(){const{panel:t}=this;this.layout=null!=t?new c.SideLayout(t,(()=>this.get_size())):void 0}cursor(t,e){return"none"==this.model.click_policy?null:"pointer"}get legend_padding(){return null!=this.model.border_line_color?this.model.padding:0}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.item_change,(()=>this.request_render()))}compute_legend_bbox(){const t=this.model.get_legend_names(),{glyph_height:e,glyph_width:i}=this.model,{label_height:l,label_width:s}=this.model;this.max_label_height=(0,b.max)([(0,g.font_metrics)(this.visuals.label_text.font_value()).height,l,e]);const{ctx:n}=this.layer;n.save(),this.visuals.label_text.set_value(n),this.text_widths=new Map;for(const e of t)this.text_widths.set(e,(0,b.max)([n.measureText(e).width,s]));this.visuals.title_text.set_value(n),this.title_height=this.model.title?(0,g.font_metrics)(this.visuals.title_text.font_value()).height+this.model.title_standoff:0,this.title_width=this.model.title?n.measureText(this.model.title).width:0,n.restore();const o=Math.max((0,b.max)([...this.text_widths.values()]),0),h=this.model.margin,{legend_padding:a}=this,_=this.model.spacing,{label_standoff:r}=this.model;let d,c;if("vertical"==this.model.orientation)d=t.length*this.max_label_height+Math.max(t.length-1,0)*_+2*a+this.title_height,c=(0,b.max)([o+i+r+2*a,this.title_width+2*a]);else{let e=2*a+Math.max(t.length-1,0)*_;for(const[,t]of this.text_widths)e+=(0,b.max)([t,s])+i+r;c=(0,b.max)([this.title_width+2*a,e]),d=this.max_label_height+this.title_height+2*a}const x=null!=this.layout?this.layout:this.plot_view.frame,[p,w]=x.bbox.ranges,{location:v}=this.model;let y,k;if((0,f.isString)(v))switch(v){case"top_left":y=p.start+h,k=w.start+h;break;case"top":case"top_center":y=(p.end+p.start)/2-c/2,k=w.start+h;break;case"top_right":y=p.end-h-c,k=w.start+h;break;case"bottom_right":y=p.end-h-c,k=w.end-h-d;break;case"bottom":case"bottom_center":y=(p.end+p.start)/2-c/2,k=w.end-h-d;break;case"bottom_left":y=p.start+h,k=w.end-h-d;break;case"left":case"center_left":y=p.start+h,k=(w.end+w.start)/2-d/2;break;case"center":case"center_center":y=(p.end+p.start)/2-c/2,k=(w.end+w.start)/2-d/2;break;case"right":case"center_right":y=p.end-h-c,k=(w.end+w.start)/2-d/2}else if((0,f.isArray)(v)&&2==v.length){const[t,e]=v;y=x.bbox.xview.compute(t),k=x.bbox.yview.compute(e)-d}else(0,u.unreachable)();return new m.BBox({left:y,top:k,width:c,height:d})}interactive_bbox(){return this.compute_legend_bbox()}interactive_hit(t,e){return this.interactive_bbox().contains(t,e)}on_hit(t,e){let i;const{glyph_width:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=i=s;const a=this.compute_legend_bbox(),_="vertical"==this.model.orientation;for(const r of this.model.items){const d=r.get_labels_list_from_label_prop();for(const c of d){const d=a.x+h,g=a.y+i+this.title_height;let b,f;[b,f]=_?[a.width-2*s,this.max_label_height]:[this.text_widths.get(c)+l+o,this.max_label_height];if(new m.BBox({left:d,top:g,width:b,height:f}).contains(t,e)){switch(this.model.click_policy){case"hide":for(const t of r.renderers)t.visible=!t.visible;break;case"mute":for(const t of r.renderers)t.muted=!t.muted}return!0}_?i+=this.max_label_height+n:h+=this.text_widths.get(c)+l+o+n}}return!1}_render(){if(0==this.model.items.length)return;if(!(0,b.some)(this.model.items,(t=>t.visible)))return;for(const t of this.model.items)t.legend=this.model;const{ctx:t}=this.layer,e=this.compute_legend_bbox();t.save(),this._draw_legend_box(t,e),this._draw_legend_items(t,e),this._draw_title(t,e),t.restore()}_draw_legend_box(t,e){t.beginPath(),t.rect(e.x,e.y,e.width,e.height),this.visuals.background_fill.apply(t),this.visuals.border_line.apply(t)}_draw_legend_items(t,e){const{glyph_width:i,glyph_height:l}=this.model,{legend_padding:s}=this,n=this.model.spacing,{label_standoff:o}=this.model;let h=s,a=s;const _="vertical"==this.model.orientation;for(const r of this.model.items){if(!r.visible)continue;const d=r.get_labels_list_from_label_prop(),c=r.get_field_from_label_prop();if(0==d.length)continue;const g=(()=>{switch(this.model.click_policy){case"none":return!0;case"hide":return(0,b.every)(r.renderers,(t=>t.visible));case"mute":return(0,b.every)(r.renderers,(t=>!t.muted))}})();for(const m of d){const d=e.x+h,b=e.y+a+this.title_height,f=d+i,u=b+l;_?a+=this.max_label_height+n:h+=this.text_widths.get(m)+i+o+n,this.visuals.label_text.set_value(t),t.fillText(m,f+o,b+this.max_label_height/2);for(const e of r.renderers){const i=this.plot_view.renderer_view(e);null==i||i.draw_legend(t,d,f,b,u,c,m,r.index)}if(!g){let l,n;[l,n]=_?[e.width-2*s,this.max_label_height]:[this.text_widths.get(m)+i+o,this.max_label_height],t.beginPath(),t.rect(d,b,l,n),this.visuals.inactive_fill.set_value(t),t.fill()}}}}_draw_title(t,e){const{title:i}=this.model;i&&this.visuals.title_text.doit&&(t.save(),t.translate(e.x0,e.y0+this.title_height),this.visuals.title_text.set_value(t),t.fillText(i,this.legend_padding,this.legend_padding-this.model.title_standoff),t.restore())}_get_size(){const{width:t,height:e}=this.compute_legend_bbox();return{width:t+2*this.model.margin,height:e+2*this.model.margin}}}i.LegendView=x,x.__name__="LegendView";class p extends h.Annotation{constructor(t){super(t)}initialize(){super.initialize(),this.item_change=new d.Signal0(this,"item_change")}get_legend_names(){const t=[];for(const e of this.items){const i=e.get_labels_list_from_label_prop();t.push(...i)}return t}}i.Legend=p,o=p,p.__name__="Legend",o.prototype.default_view=x,o.mixins([["label_",r.Text],["title_",r.Text],["inactive_",r.Fill],["border_",r.Line],["background_",r.Fill]]),o.define((({Number:t,String:e,Array:i,Tuple:l,Or:s,Ref:n,Nullable:o})=>({orientation:[_.Orientation,"vertical"],location:[s(_.LegendLocation,l(t,t)),"top_right"],title:[o(e),null],title_standoff:[t,5],label_standoff:[t,5],glyph_height:[t,20],glyph_width:[t,20],label_height:[t,20],label_width:[t,20],margin:[t,10],padding:[t,10],spacing:[t,3],items:[i(n(a.LegendItem)),[]],click_policy:[_.LegendClickPolicy,"none"]}))),o.override({border_line_color:"#e5e5e5",border_line_alpha:.5,border_line_width:1,background_fill_color:"#ffffff",background_fill_alpha:.95,inactive_fill_color:"white",inactive_fill_alpha:.7,label_text_font_size:"13px",label_text_baseline:"middle",title_text_font_size:"13px",title_text_font_style:"italic"})},
+function _(e,r,l,n,t){n();const i=e(1);var s;const o=e(53),a=e(175),_=e(70),u=e(216),d=(0,i.__importStar)(e(18)),c=e(19),f=e(9);class h extends o.Model{constructor(e){super(e)}_check_data_sources_on_renderers(){if(null!=this.get_field_from_label_prop()){if(this.renderers.length<1)return!1;const e=this.renderers[0].data_source;if(null!=e)for(const r of this.renderers)if(r.data_source!=e)return!1}return!0}_check_field_label_on_data_source(){const e=this.get_field_from_label_prop();if(null!=e){if(this.renderers.length<1)return!1;const r=this.renderers[0].data_source;if(null!=r&&!(0,f.includes)(r.columns(),e))return!1}return!0}initialize(){super.initialize(),this.legend=null,this.connect(this.change,(()=>{var e;return null===(e=this.legend)||void 0===e?void 0:e.item_change.emit()}));this._check_data_sources_on_renderers()||c.logger.error("Non matching data sources on legend item renderers");this._check_field_label_on_data_source()||c.logger.error(`Bad column name on label: ${this.label}`)}get_field_from_label_prop(){const{label:e}=this;return(0,u.isField)(e)?e.field:null}get_labels_list_from_label_prop(){if(!this.visible)return[];if((0,u.isValue)(this.label)){const{value:e}=this.label;return null!=e?[e]:[]}const e=this.get_field_from_label_prop();if(null!=e){let r;if(!this.renderers[0]||null==this.renderers[0].data_source)return["No source found"];if(r=this.renderers[0].data_source,r instanceof _.ColumnarDataSource){const l=r.get_column(e);return null!=l?(0,f.uniq)(Array.from(l)):["Invalid field"]}}return[]}}l.LegendItem=h,s=h,h.__name__="LegendItem",s.define((({Boolean:e,Int:r,Array:l,Ref:n,Nullable:t})=>({label:[d.NullStringSpec,null],renderers:[l(n(a.GlyphRenderer)),[]],index:[t(r),null],visible:[e,!0]})))},
+function _(i,n,e,t,u){t();const c=i(8);e.isValue=function(i){return(0,c.isPlainObject)(i)&&"value"in i},e.isField=function(i){return(0,c.isPlainObject)(i)&&"field"in i},e.isExpr=function(i){return(0,c.isPlainObject)(i)&&"expr"in i}},
+function _(t,n,e,s,i){s();const o=t(1);var a;const l=t(40),c=(0,o.__importStar)(t(48)),r=t(20);class _ extends l.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{xs:t,ys:n}=this.model;if(t.length!=n.length)return;const e=t.length;if(e<3)return;const{frame:s}=this.plot_view,{ctx:i}=this.layer,o=this.coordinates.x_scale,a=this.coordinates.y_scale,{screen:l}=this.model;function c(t,n,e,s){return l?t:"data"==n?e.v_compute(t):s.v_compute(t)}const r=c(t,this.model.xs_units,o,s.bbox.xview),_=c(n,this.model.ys_units,a,s.bbox.yview);i.beginPath();for(let t=0;t<e;t++)i.lineTo(r[t],_[t]);i.closePath(),this.visuals.fill.apply(i),this.visuals.hatch.apply(i),this.visuals.line.apply(i)}}e.PolyAnnotationView=_,_.__name__="PolyAnnotationView";class h extends l.Annotation{constructor(t){super(t)}update({xs:t,ys:n}){this.setv({xs:t,ys:n,screen:!0},{check_eq:!1})}}e.PolyAnnotation=h,a=h,h.__name__="PolyAnnotation",a.prototype.default_view=_,a.mixins([c.Line,c.Fill,c.Hatch]),a.define((({Number:t,Array:n})=>({xs:[n(t),[]],xs_units:[r.SpatialUnits,"data"],ys:[n(t),[]],ys_units:[r.SpatialUnits,"data"]}))),a.internal((({Boolean:t})=>({screen:[t,!1]}))),a.override({fill_color:"#fff9ba",fill_alpha:.4,line_color:"#cccccc",line_alpha:.3})},
+function _(e,t,n,o,i){o();const s=e(1);var l;const r=e(40),c=(0,s.__importStar)(e(48));class a extends r.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_render(){const{gradient:e,y_intercept:t}=this.model;if(null==e||null==t)return;const{frame:n}=this.plot_view,o=this.coordinates.x_scale,i=this.coordinates.y_scale;let s,l,r,c;if(0==e)s=i.compute(t),l=s,r=n.bbox.left,c=r+n.bbox.width;else{s=n.bbox.top,l=s+n.bbox.height;const a=(i.invert(s)-t)/e,_=(i.invert(l)-t)/e;r=o.compute(a),c=o.compute(_)}const{ctx:a}=this.layer;a.save(),a.beginPath(),this.visuals.line.set_value(a),a.moveTo(r,s),a.lineTo(c,l),a.stroke(),a.restore()}}n.SlopeView=a,a.__name__="SlopeView";class _ extends r.Annotation{constructor(e){super(e)}}n.Slope=_,l=_,_.__name__="Slope",l.prototype.default_view=a,l.mixins(c.Line),l.define((({Number:e,Nullable:t})=>({gradient:[t(e),null],y_intercept:[t(e),null]}))),l.override({line_color:"black"})},
+function _(e,t,i,o,n){o();const s=e(1);var l;const a=e(40),r=(0,s.__importStar)(e(48)),c=e(20);class d extends a.AnnotationView{connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.plot_view.request_paint(this)))}_render(){const{location:e}=this.model;if(null==e)return;const{frame:t}=this.plot_view,i=this.coordinates.x_scale,o=this.coordinates.y_scale,n=(t,i)=>"data"==this.model.location_units?t.compute(e):this.model.for_hover?e:i.compute(e);let s,l,a,r;"width"==this.model.dimension?(a=n(o,t.bbox.yview),l=t.bbox.left,r=t.bbox.width,s=this.model.line_width):(a=t.bbox.top,l=n(i,t.bbox.xview),r=this.model.line_width,s=t.bbox.height);const{ctx:c}=this.layer;c.save(),c.beginPath(),this.visuals.line.set_value(c),c.moveTo(l,a),"width"==this.model.dimension?c.lineTo(l+r,a):c.lineTo(l,a+s),c.stroke(),c.restore()}}i.SpanView=d,d.__name__="SpanView";class _ extends a.Annotation{constructor(e){super(e)}}i.Span=_,l=_,_.__name__="Span",l.prototype.default_view=d,l.mixins(r.Line),l.define((({Number:e,Nullable:t})=>({render_mode:[c.RenderMode,"canvas"],location:[t(e),null],location_units:[c.SpatialUnits,"data"],dimension:[c.Dimension,"width"]}))),l.internal((({Boolean:e})=>({for_hover:[e,!1]}))),l.override({line_color:"black"})},
+function _(i,e,t,o,l){var s;o();const a=i(40),_=i(221),n=i(113),r=i(43),h=i(123),b=i(65);class v extends a.AnnotationView{constructor(){super(...arguments),this._invalidate_toolbar=!0,this._previous_bbox=new b.BBox}update_layout(){this.layout=new h.SideLayout(this.panel,(()=>this.get_size()),!0)}initialize(){super.initialize(),this.el=(0,r.div)(),this.plot_view.canvas_view.add_event(this.el)}async lazy_initialize(){await super.lazy_initialize(),this._toolbar_view=await(0,n.build_view)(this.model.toolbar,{parent:this}),this.plot_view.visibility_callbacks.push((i=>this._toolbar_view.set_visibility(i)))}remove(){this._toolbar_view.remove(),(0,r.remove)(this.el),super.remove()}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{bbox:i}=this.layout;this._previous_bbox.equals(i)||((0,r.position)(this.el,i),this._previous_bbox=i,this._invalidate_toolbar=!0),this._invalidate_toolbar&&(this.el.style.position="absolute",this.el.style.overflow="hidden",(0,r.empty)(this.el),this.el.appendChild(this._toolbar_view.el),this._toolbar_view.layout.bbox=i,this._toolbar_view.render(),this._invalidate_toolbar=!1),(0,r.display)(this.el)}_get_size(){const{tools:i,logo:e}=this.model.toolbar;return{width:30*i.length+(null!=e?25:0)+15,height:30}}}t.ToolbarPanelView=v,v.__name__="ToolbarPanelView";class d extends a.Annotation{constructor(i){super(i)}}t.ToolbarPanel=d,s=d,d.__name__="ToolbarPanel",s.prototype.default_view=v,s.define((({Ref:i})=>({toolbar:[i(_.Toolbar)]})))},
+function _(t,e,s,i,o){var c;i();const n=t(8),a=t(9),l=t(13),r=t(222),_=t(223),u=t(232),p=t(233);function v(t){switch(t){case"tap":return"active_tap";case"pan":return"active_drag";case"pinch":case"scroll":return"active_scroll";case"multi":return"active_multi"}return null}function h(t){return"tap"==t||"pan"==t}s.Drag=r.Tool,s.Inspection=r.Tool,s.Scroll=r.Tool,s.Tap=r.Tool;class f extends p.ToolbarBase{constructor(t){super(t)}connect_signals(){super.connect_signals();const{tools:t,active_drag:e,active_inspect:s,active_scroll:i,active_tap:o,active_multi:c}=this.properties;this.on_change([t,e,s,i,o,c],(()=>this._init_tools()))}_init_tools(){if(super._init_tools(),"auto"==this.active_inspect);else if(this.active_inspect instanceof u.InspectTool){let t=!1;for(const e of this.inspectors)e!=this.active_inspect?e.active=!1:t=!0;t||(this.active_inspect=null)}else if((0,n.isArray)(this.active_inspect)){const t=(0,a.intersection)(this.active_inspect,this.inspectors);t.length!=this.active_inspect.length&&(this.active_inspect=t);for(const t of this.inspectors)(0,a.includes)(this.active_inspect,t)||(t.active=!1)}else if(null==this.active_inspect)for(const t of this.inspectors)t.active=!1;const t=t=>{t.active?this._active_change(t):t.active=!0};for(const t of(0,l.values)(this.gestures)){t.tools=(0,a.sort_by)(t.tools,(t=>t.default_order));for(const e of t.tools)this.connect(e.properties.active.change,(()=>this._active_change(e)))}for(const[e,s]of(0,l.entries)(this.gestures)){const i=v(e);if(i){const o=this[i];"auto"==o?0!=s.tools.length&&h(e)&&t(s.tools[0]):null!=o&&((0,a.includes)(this.tools,o)?t(o):this[i]=null)}}}}s.Toolbar=f,c=f,f.__name__="Toolbar",c.prototype.default_view=p.ToolbarBaseView,c.define((({Or:t,Ref:e,Auto:i,Null:o})=>({active_drag:[t(e(s.Drag),i,o),"auto"],active_inspect:[t(e(s.Inspection),i,o),"auto"],active_scroll:[t(e(s.Scroll),i,o),"auto"],active_tap:[t(e(s.Tap),i,o),"auto"],active_multi:[t(e(_.GestureTool),i,o),"auto"]})))},
+function _(t,e,n,o,s){var i;o();const a=t(42),r=t(9),l=t(53);class c extends a.View{get plot_view(){return this.parent}get plot_model(){return this.parent.model}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>{this.model.active?this.activate():this.deactivate()}))}activate(){}deactivate(){}}n.ToolView=c,c.__name__="ToolView";class _ extends l.Model{constructor(t){super(t)}get synthetic_renderers(){return[]}_get_dim_limits([t,e],[n,o],s,i){const a=s.bbox.h_range;let l;"width"==i||"both"==i?(l=[(0,r.min)([t,n]),(0,r.max)([t,n])],l=[(0,r.max)([l[0],a.start]),(0,r.min)([l[1],a.end])]):l=[a.start,a.end];const c=s.bbox.v_range;let _;return"height"==i||"both"==i?(_=[(0,r.min)([e,o]),(0,r.max)([e,o])],_=[(0,r.max)([_[0],c.start]),(0,r.min)([_[1],c.end])]):_=[c.start,c.end],[l,_]}static register_alias(t,e){this.prototype._known_aliases.set(t,e)}static from_string(t){const e=this.prototype._known_aliases.get(t);if(null!=e)return e();{const e=[...this.prototype._known_aliases.keys()];throw new Error(`unexpected tool name '${t}', possible tools are ${e.join(", ")}`)}}}n.Tool=_,i=_,_.__name__="Tool",i.prototype._known_aliases=new Map,i.define((({String:t,Nullable:e})=>({description:[e(t),null]}))),i.internal((({Boolean:t})=>({active:[t,!1]})))},
+function _(e,o,t,s,n){s();const u=e(224),_=e(231);class l extends u.ButtonToolView{}t.GestureToolView=l,l.__name__="GestureToolView";class i extends u.ButtonTool{constructor(e){super(e),this.button_view=_.OnOffButtonView}}t.GestureTool=i,i.__name__="GestureTool"},
+function _(t,e,o,s,i){s();const n=t(1);var l;const r=(0,n.__importDefault)(t(225)),a=t(226),u=t(222),h=t(43),_=t(34),d=t(8),c=t(9),m=(0,n.__importStar)(t(227)),p=m,v=(0,n.__importDefault)(t(228)),f=(0,n.__importDefault)(t(229)),g=t(230);class b extends a.DOMView{initialize(){super.initialize();const t=this.model.menu;if(null!=t){const e=this.parent.model.toolbar_location,o="left"==e||"above"==e,s=this.parent.model.horizontal?"vertical":"horizontal";this._menu=new g.ContextMenu(o?(0,c.reversed)(t):t,{orientation:s,prevent_hide:t=>t.target==this.el})}this._hammer=new r.default(this.el,{touchAction:"auto",inputClass:r.default.TouchMouseInput}),this.connect(this.model.change,(()=>this.render())),this._hammer.on("tap",(t=>{var e;(null===(e=this._menu)||void 0===e?void 0:e.is_open)?this._menu.hide():t.target==this.el&&this._clicked()})),this._hammer.on("press",(()=>this._pressed())),this.el.addEventListener("keydown",(t=>{t.keyCode==h.Keys.Enter&&this._clicked()}))}remove(){var t;this._hammer.destroy(),null===(t=this._menu)||void 0===t||t.remove(),super.remove()}styles(){return[...super.styles(),m.default,v.default,f.default]}css_classes(){return super.css_classes().concat(p.toolbar_button)}render(){(0,h.empty)(this.el);const t=this.model.computed_icon;(0,d.isString)(t)&&((0,_.startsWith)(t,"data:image")?this.el.style.backgroundImage=`url("${t}")`:this.el.classList.add(t)),this.el.title=this.model.tooltip,this.el.tabIndex=0,null!=this._menu&&this.root.el.appendChild(this._menu.el)}_pressed(){var t;const e=(()=>{switch(this.parent.model.toolbar_location){case"right":return{left_of:this.el};case"left":return{right_of:this.el};case"above":return{below:this.el};case"below":return{above:this.el}}})();null===(t=this._menu)||void 0===t||t.toggle(e)}}o.ButtonToolButtonView=b,b.__name__="ButtonToolButtonView";class w extends u.ToolView{}o.ButtonToolView=w,w.__name__="ButtonToolView";class y extends u.Tool{constructor(t){super(t)}_get_dim_tooltip(t){const{description:e,tool_name:o}=this;return null!=e?e:"both"==t?o:`${o} (${"width"==t?"x":"y"}-axis)`}get tooltip(){var t;return null!==(t=this.description)&&void 0!==t?t:this.tool_name}get computed_icon(){return this.icon}get menu(){return null}}o.ButtonTool=y,l=y,y.__name__="ButtonTool",l.internal((({Boolean:t})=>({disabled:[t,!1]})))},
+function _(t,e,i,n,r){
+/*! Hammer.JS - v2.0.7 - 2016-04-22
+     * http://hammerjs.github.io/
+     *
+     * Copyright (c) 2016 Jorik Tangelder;
+     * Licensed under the MIT license */
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t=[];return f(this.manager.recognizers,(function(e){y(e.options.enable,[e])&&(t=t.concat(e.getTouchAction()))})),function(t){if(C(t,It))return It;var e=C(t,At),i=C(t,_t);if(e&&i)return It;if(e||i)return e?At:_t;if(C(t,Et))return Et;return yt}(t.join(" "))},preventDefaults:function(t){var e=t.srcEvent,i=t.offsetDirection;if(this.manager.session.prevented)e.preventDefault();else{var n=this.actions,r=C(n,It)&&!Ct.none,s=C(n,_t)&&!Ct["pan-y"],o=C(n,At)&&!Ct["pan-x"];if(r){var a=1===t.pointers.length,h=t.distance<2,u=t.deltaTime<250;if(a&&h&&u)return}if(!o||!s)return r||s&&6&i||o&&i&Y?this.preventSrc(e):void 0}},preventSrc:function(t){this.manager.session.prevented=!0,t.preventDefault()}};var bt=32;function Pt(t){this.options=s({},this.defaults,t||{}),this.id=w++,this.manager=null,this.options.enable=E(this.options.enable,!0),this.state=1,this.simultaneous={},this.requireFail=[]}function Dt(t){return 16&t?"cancel":8&t?"end":4&t?"move":2&t?"start":""}function xt(t){return 16==t?"down":8==t?"up":2==t?"left":4==t?"right":""}function wt(t,e){var i=e.manager;return i?i.get(t):t}function Ot(){Pt.apply(this,arguments)}function Rt(){Ot.apply(this,arguments),this.pX=null,this.pY=null}function Mt(){Ot.apply(this,arguments)}function zt(){Pt.apply(this,arguments),this._timer=null,this._input=null}function Nt(){Ot.apply(this,arguments)}function Xt(){Ot.apply(this,arguments)}function Yt(){Pt.apply(this,arguments),this.pTime=!1,this.pCenter=!1,this._timer=null,this._input=null,this.count=0}function Ft(t,e){return(e=e||{}).recognizers=E(e.recognizers,Ft.defaults.preset),new Wt(t,e)}Pt.prototype={defaults:{},set:function(t){return s(this.options,t),this.manager&&this.manager.touchAction.update(),this},recognizeWith:function(t){if(p(t,"recognizeWith",this))return this;var e=this.simultaneous;return e[(t=wt(t,this)).id]||(e[t.id]=t,t.recognizeWith(this)),this},dropRecognizeWith:function(t){return p(t,"dropRecognizeWith",this)||(t=wt(t,this),delete this.simultaneous[t.id]),this},requireFailure:function(t){if(p(t,"requireFailure",this))return this;var e=this.requireFail;return-1===b(e,t=wt(t,this))&&(e.push(t),t.requireFailure(this)),this},dropRequireFailure:function(t){if(p(t,"dropRequireFailure",this))return this;t=wt(t,this);var e=b(this.requireFail,t);return e>-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i<8&&n(e.options.event+Dt(i)),n(e.options.event),t.additionalEvent&&n(t.additionalEvent),i>=8&&n(e.options.event+Dt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=bt},canEmit:function(){for(var t=0;t<this.requireFail.length;){if(!(33&this.requireFail[t].state))return!1;t++}return!0},recognize:function(t){var e=s({},t);if(!y(this.options.enable,[this,e]))return this.reset(),void(this.state=bt);56&this.state&&(this.state=1),this.state=this.process(e),30&this.state&&this.tryEmit(e)},process:function(t){},getTouchAction:function(){},reset:function(){}},g(Ot,Pt,{defaults:{pointers:1},attrTest:function(t){var e=this.options.pointers;return 0===e||t.pointers.length===e},process:function(t){var e=this.state,i=t.eventType,n=6&e,r=this.attrTest(t);return n&&(8&i||!r)?16|e:n||r?4&i?8|e:2&e?4|e:2:bt}}),g(Rt,Ot,{defaults:{event:"pan",threshold:10,pointers:1,direction:30},getTouchAction:function(){var t=this.options.direction,e=[];return 6&t&&e.push(_t),t&Y&&e.push(At),e},directionTest:function(t){var e=this.options,i=!0,n=t.distance,r=t.direction,s=t.deltaX,o=t.deltaY;return r&e.direction||(6&e.direction?(r=0===s?1:s<0?2:4,i=s!=this.pX,n=Math.abs(t.deltaX)):(r=0===o?1:o<0?8:16,i=o!=this.pY,n=Math.abs(t.deltaY))),t.direction=r,i&&n>e.threshold&&r&e.direction},attrTest:function(t){return Ot.prototype.attrTest.call(this,t)&&(2&this.state||!(2&this.state)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=xt(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),g(Mt,Ot,{defaults:{event:"pinch",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||2&this.state)},emit:function(t){if(1!==t.scale){var e=t.scale<1?"in":"out";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),g(zt,Pt,{defaults:{event:"press",pointers:1,time:251,threshold:9},getTouchAction:function(){return[yt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime>e.time;if(this._input=t,!n||!i||12&t.eventType&&!r)this.reset();else if(1&t.eventType)this.reset(),this._timer=l((function(){this.state=8,this.tryEmit()}),e.time,this);else if(4&t.eventType)return 8;return bt},reset:function(){clearTimeout(this._timer)},emit:function(t){8===this.state&&(t&&4&t.eventType?this.manager.emit(this.options.event+"up",t):(this._input.timeStamp=c(),this.manager.emit(this.options.event,this._input)))}}),g(Nt,Ot,{defaults:{event:"rotate",threshold:0,pointers:2},getTouchAction:function(){return[It]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||2&this.state)}}),g(Xt,Ot,{defaults:{event:"swipe",threshold:10,velocity:.3,direction:30,pointers:1},getTouchAction:function(){return Rt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return 30&i?e=t.overallVelocity:6&i?e=t.overallVelocityX:i&Y&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&u(e)>this.options.velocity&&4&t.eventType},emit:function(t){var e=xt(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),g(Yt,Pt,{defaults:{event:"tap",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Et]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance<e.threshold,r=t.deltaTime<e.time;if(this.reset(),1&t.eventType&&0===this.count)return this.failTimeout();if(n&&r&&i){if(4!=t.eventType)return this.failTimeout();var s=!this.pTime||t.timeStamp-this.pTime<e.interval,o=!this.pCenter||j(this.pCenter,t.center)<e.posThreshold;if(this.pTime=t.timeStamp,this.pCenter=t.center,o&&s?this.count+=1:this.count=1,this._input=t,0===this.count%e.taps)return this.hasRequireFailures()?(this._timer=l((function(){this.state=8,this.tryEmit()}),e.interval,this),2):8}return bt},failTimeout:function(){return this._timer=l((function(){this.state=bt}),this.options.interval,this),bt},reset:function(){clearTimeout(this._timer)},emit:function(){8==this.state&&(this._input.tapCount=this.count,this.manager.emit(this.options.event,this._input))}}),Ft.VERSION="2.0.7",Ft.defaults={domEvents:!1,touchAction:Tt,enable:!0,inputTarget:null,inputClass:null,preset:[[Nt,{enable:!1}],[Mt,{enable:!1},["rotate"]],[Xt,{direction:6}],[Rt,{direction:6},["swipe"]],[Yt],[Yt,{event:"doubletap",taps:2},["tap"]],[zt]],cssProps:{userSelect:"none",touchSelect:"none",touchCallout:"none",contentZooming:"none",userDrag:"none",tapHighlightColor:"rgba(0,0,0,0)"}};function Wt(t,e){var i;this.options=s({},Ft.defaults,e||{}),this.options.inputTarget=this.options.inputTarget||t,this.handlers={},this.session={},this.recognizers=[],this.oldCssProps={},this.element=t,this.input=new((i=this).options.inputClass||(M?it:z?ct:R?pt:J))(i,k),this.touchAction=new St(this,this.options.touchAction),qt(this,!0),f(this.options.recognizers,(function(t){var e=this.add(new t[0](t[1]));t[2]&&e.recognizeWith(t[2]),t[3]&&e.requireFailure(t[3])}),this)}function qt(t,e){var i,n=t.element;n.style&&(f(t.options.cssProps,(function(r,s){i=x(n.style,s),e?(t.oldCssProps[i]=n.style[i],n.style[i]=r):n.style[i]=t.oldCssProps[i]||""})),e||(t.oldCssProps={}))}Wt.prototype={set:function(t){return s(this.options,t),t.touchAction&&this.touchAction.update(),t.inputTarget&&(this.input.destroy(),this.input.target=t.inputTarget,this.input.init()),this},stop:function(t){this.session.stopped=t?2:1},recognize:function(t){var e=this.session;if(!e.stopped){var i;this.touchAction.preventDefaults(t);var n=this.recognizers,r=e.curRecognizer;(!r||r&&8&r.state)&&(r=e.curRecognizer=null);for(var s=0;s<n.length;)i=n[s],2===e.stopped||r&&i!=r&&!i.canRecognizeWith(r)?i.reset():i.recognize(t),!r&&14&i.state&&(r=e.curRecognizer=i),s++}},get:function(t){if(t instanceof Pt)return t;for(var e=this.recognizers,i=0;i<e.length;i++)if(e[i].options.event==t)return e[i];return null},add:function(t){if(p(t,"add",this))return this;var e=this.get(t.options.event);return e&&this.remove(e),this.recognizers.push(t),t.manager=this,this.touchAction.update(),t},remove:function(t){if(p(t,"remove",this))return this;if(t=this.get(t)){var e=this.recognizers,i=b(e,t);-1!==i&&(e.splice(i,1),this.touchAction.update())}return this},on:function(t,e){if(t!==r&&e!==r){var i=this.handlers;return f(S(t),(function(t){i[t]=i[t]||[],i[t].push(e)})),this}},off:function(t,e){if(t!==r){var i=this.handlers;return f(S(t),(function(t){e?i[t]&&i[t].splice(b(i[t],e),1):delete i[t]})),this}},emit:function(t,e){this.options.domEvents&&function(t,e){var n=i.createEvent("Event");n.initEvent(t,!0,!0),n.gesture=e,e.target.dispatchEvent(n)}(t,e);var n=this.handlers[t]&&this.handlers[t].slice();if(n&&n.length){e.type=t,e.preventDefault=function(){e.srcEvent.preventDefault()};for(var r=0;r<n.length;)n[r](e),r++}},destroy:function(){this.element&&qt(this,!1),this.handlers={},this.session={},this.input.destroy(),this.element=null}},s(Ft,{INPUT_START:1,INPUT_MOVE:2,INPUT_END:4,INPUT_CANCEL:8,STATE_POSSIBLE:1,STATE_BEGAN:2,STATE_CHANGED:4,STATE_ENDED:8,STATE_RECOGNIZED:8,STATE_CANCELLED:16,STATE_FAILED:bt,DIRECTION_NONE:1,DIRECTION_LEFT:2,DIRECTION_RIGHT:4,DIRECTION_UP:8,DIRECTION_DOWN:16,DIRECTION_HORIZONTAL:6,DIRECTION_VERTICAL:Y,DIRECTION_ALL:30,Manager:Wt,Input:q,TouchAction:St,TouchInput:ct,MouseInput:J,PointerEventInput:it,TouchMouseInput:pt,SingleTouchInput:ot,Recognizer:Pt,AttrRecognizer:Ot,Tap:Yt,Pan:Rt,Swipe:Xt,Pinch:Mt,Rotate:Nt,Press:zt,on:I,off:A,each:f,merge:m,extend:d,assign:s,inherit:g,bindFn:T,prefixed:x}),(void 0!==t?t:"undefined"!=typeof self?self:{}).Hammer=Ft,"function"==typeof define&&define.amd?define((function(){return Ft})):void 0!==e&&e.exports?e.exports=Ft:t.Hammer=Ft}(window,document)},
+function _(e,s,i,t,n){t();const r=e(42),a=e(43);class _ extends r.View{initialize(){super.initialize(),this.el=this._createElement()}remove(){(0,a.remove)(this.el),super.remove()}css_classes(){return[]}render(){}renderTo(e){e.appendChild(this.el),this.render(),this._has_finished=!0,this.notify_finished()}_createElement(){return(0,a.createElement)(this.constructor.tag_name,{class:this.css_classes()})}}i.DOMView=_,_.__name__="DOMView",_.tag_name="div"},
+function _(o,t,b,r,e){r(),b.root="bk-root",b.toolbar_hidden="bk-toolbar-hidden",b.toolbar="bk-toolbar",b.logo="bk-logo",b.above="bk-above",b.below="bk-below",b.left="bk-left",b.right="bk-right",b.toolbar_button="bk-toolbar-button",b.tool_overflow="bk-tool-overflow",b.active="bk-active",b.divider="bk-divider",b.horizontal="bk-horizontal",b.vertical="bk-vertical",b.default='.bk-root .bk-toolbar-hidden{visibility:hidden;opacity:0;transition:visibility 0.3s linear, opacity 0.3s linear;}.bk-root .bk-toolbar{display:flex;flex-wrap:nowrap;align-items:center;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-toolbar .bk-logo{flex-shrink:0;}.bk-root .bk-toolbar.bk-above,.bk-root .bk-toolbar.bk-below{flex-direction:row;justify-content:flex-end;}.bk-root .bk-toolbar.bk-above .bk-logo,.bk-root .bk-toolbar.bk-below .bk-logo{order:1;margin-left:5px;margin-right:0px;}.bk-root .bk-toolbar.bk-left,.bk-root .bk-toolbar.bk-right{flex-direction:column;justify-content:flex-start;}.bk-root .bk-toolbar.bk-left .bk-logo,.bk-root .bk-toolbar.bk-right .bk-logo{order:0;margin-bottom:5px;margin-top:0px;}.bk-root .bk-toolbar-button{width:30px;height:30px;cursor:pointer;background-size:60% 60%;background-origin:border-box;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-toolbar-button:hover,.bk-root .bk-tool-overflow:hover{background-color:rgba(192, 192, 192, 0.15);}.bk-root .bk-toolbar-button:focus,.bk-root .bk-tool-overflow:focus,.bk-root .bk-toolbar-button:focus-visible,.bk-root .bk-tool-overflow:focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-toolbar-button::-moz-focus-inner,.bk-root .bk-tool-overflow::-moz-focus-inner{border:0;}.bk-root .bk-above .bk-toolbar-button{border-bottom:2px solid transparent;}.bk-root .bk-above .bk-toolbar-button.bk-active{border-bottom-color:#26aae1;}.bk-root .bk-below .bk-toolbar-button{border-top:2px solid transparent;}.bk-root .bk-below .bk-toolbar-button.bk-active{border-top-color:#26aae1;}.bk-root .bk-right .bk-toolbar-button{border-left:2px solid transparent;}.bk-root .bk-right .bk-toolbar-button.bk-active{border-left-color:#26aae1;}.bk-root .bk-left .bk-toolbar-button{border-right:2px solid transparent;}.bk-root .bk-left .bk-toolbar-button.bk-active{border-right-color:#26aae1;}.bk-root .bk-divider{content:" ";display:inline-block;background-color:lightgray;}.bk-root .bk-above .bk-divider,.bk-root .bk-below .bk-divider{height:10px;width:1px;}.bk-root .bk-left .bk-divider,.bk-root .bk-right .bk-divider{height:1px;width:10px;}.bk-root .bk-tool-overflow{color:gray;display:flex;align-items:center;}.bk-root .bk-above .bk-tool-overflow,.bk-root .bk-below .bk-tool-overflow,.bk-root .bk-horizontal .bk-tool-overflow{width:15px;height:30px;flex-direction:row;}.bk-root .bk-left .bk-tool-overflow,.bk-root .bk-right .bk-tool-overflow,.bk-root .bk-vertical .bk-tool-overflow{width:30px;height:15px;flex-direction:column;}'},
+function _(A,g,o,C,l){C(),o.root="bk-root",o.tool_icon_copy_to_clipboard="bk-tool-icon-copy-to-clipboard",o.tool_icon_replace_mode="bk-tool-icon-replace-mode",o.tool_icon_append_mode="bk-tool-icon-append-mode",o.tool_icon_intersect_mode="bk-tool-icon-intersect-mode",o.tool_icon_subtract_mode="bk-tool-icon-subtract-mode",o.tool_icon_clear_selection="bk-tool-icon-clear-selection",o.tool_icon_box_select="bk-tool-icon-box-select",o.tool_icon_box_zoom="bk-tool-icon-box-zoom",o.tool_icon_zoom_in="bk-tool-icon-zoom-in",o.tool_icon_zoom_out="bk-tool-icon-zoom-out",o.tool_icon_help="bk-tool-icon-help",o.tool_icon_hover="bk-tool-icon-hover",o.tool_icon_crosshair="bk-tool-icon-crosshair",o.tool_icon_lasso_select="bk-tool-icon-lasso-select",o.tool_icon_pan="bk-tool-icon-pan",o.tool_icon_xpan="bk-tool-icon-xpan",o.tool_icon_ypan="bk-tool-icon-ypan",o.tool_icon_range="bk-tool-icon-range",o.tool_icon_polygon_select="bk-tool-icon-polygon-select",o.tool_icon_redo="bk-tool-icon-redo",o.tool_icon_reset="bk-tool-icon-reset",o.tool_icon_save="bk-tool-icon-save",o.tool_icon_tap_select="bk-tool-icon-tap-select",o.tool_icon_undo="bk-tool-icon-undo",o.tool_icon_wheel_pan="bk-tool-icon-wheel-pan",o.tool_icon_wheel_zoom="bk-tool-icon-wheel-zoom",o.tool_icon_box_edit="bk-tool-icon-box-edit",o.tool_icon_freehand_draw="bk-tool-icon-freehand-draw",o.tool_icon_poly_draw="bk-tool-icon-poly-draw",o.tool_icon_point_draw="bk-tool-icon-point-draw",o.tool_icon_poly_edit="bk-tool-icon-poly-edit",o.tool_icon_line_edit="bk-tool-icon-line-edit",o.default='.bk-root 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+function _(o,t,e,r,b){r(),e.root="bk-root",e.menu_icon="bk-menu-icon",e.context_menu="bk-context-menu",e.horizontal="bk-horizontal",e.vertical="bk-vertical",e.divider="bk-divider",e.active="bk-active",e.menu="bk-menu",e.above="bk-above",e.below="bk-below",e.caret="bk-caret",e.down="bk-down",e.up="bk-up",e.left="bk-left",e.right="bk-right",e.default=".bk-root .bk-menu-icon{width:28px;height:28px;background-size:60%;background-color:transparent;background-repeat:no-repeat;background-position:center center;}.bk-root .bk-context-menu{position:absolute;display:inline-flex;flex-wrap:nowrap;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;width:auto;height:auto;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-context-menu.bk-horizontal{flex-direction:row;}.bk-root .bk-context-menu.bk-vertical{flex-direction:column;}.bk-root .bk-context-menu > .bk-divider{cursor:default;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-context-menu.bk-horizontal > .bk-divider{width:1px;margin:5px 0;}.bk-root .bk-context-menu.bk-vertical > .bk-divider{height:1px;margin:0 5px;}.bk-root .bk-context-menu > :not(.bk-divider){border:1px solid transparent;}.bk-root .bk-context-menu > :not(.bk-divider).bk-active{border-color:#26aae1;}.bk-root .bk-context-menu > :not(.bk-divider):hover{background-color:#f9f9f9;}.bk-root .bk-context-menu > :not(.bk-divider):focus,.bk-root .bk-context-menu > :not(.bk-divider):focus-visible{outline:1px dotted #26aae1;outline-offset:-1px;}.bk-root .bk-context-menu > :not(.bk-divider)::-moz-focus-inner{border:0;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):first-child{border-top-left-radius:4px;border-bottom-left-radius:4px;}.bk-root .bk-context-menu.bk-horizontal > :not(.bk-divider):last-child{border-top-right-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):first-child{border-top-left-radius:4px;border-top-right-radius:4px;}.bk-root .bk-context-menu.bk-vertical > :not(.bk-divider):last-child{border-bottom-left-radius:4px;border-bottom-right-radius:4px;}.bk-root .bk-menu{position:absolute;left:0;width:100%;z-index:100;cursor:pointer;font-size:12px;background-color:#fff;border:1px solid #ccc;border-radius:4px;box-shadow:0 6px 12px rgba(0, 0, 0, 0.175);}.bk-root .bk-menu.bk-above{bottom:100%;}.bk-root .bk-menu.bk-below{top:100%;}.bk-root .bk-menu > .bk-divider{height:1px;margin:7.5px 0;overflow:hidden;background-color:#e5e5e5;}.bk-root .bk-menu > :not(.bk-divider){padding:6px 12px;}.bk-root .bk-menu > :not(.bk-divider):hover,.bk-root .bk-menu > :not(.bk-divider).bk-active{background-color:#e6e6e6;}.bk-root .bk-caret{display:inline-block;vertical-align:middle;width:0;height:0;margin:0 5px;}.bk-root .bk-caret.bk-down{border-top:4px solid;}.bk-root .bk-caret.bk-up{border-bottom:4px solid;}.bk-root .bk-caret.bk-down,.bk-root .bk-caret.bk-up{border-right:4px solid transparent;border-left:4px solid transparent;}.bk-root .bk-caret.bk-left{border-right:4px solid;}.bk-root .bk-caret.bk-right{border-left:4px solid;}.bk-root .bk-caret.bk-left,.bk-root .bk-caret.bk-right{border-top:4px solid transparent;border-bottom:4px solid transparent;}"},
+function _(t,e,i,n,o){n();const s=t(1),l=t(43),h=t(9),r=(0,s.__importStar)(t(229));class d{constructor(t,e={}){var i,n;this.items=t,this.el=(0,l.div)(),this._open=!1,this._item_click=t=>{var e;null===(e=t.handler)||void 0===e||e.call(t),this.hide()},this._on_mousedown=t=>{var e;const{target:i}=t;i instanceof Node&&this.el.contains(i)||(null===(e=this.prevent_hide)||void 0===e?void 0:e.call(this,t))||this.hide()},this._on_keydown=t=>{t.keyCode==l.Keys.Esc&&this.hide()},this._on_blur=()=>{this.hide()},this.orientation=null!==(i=e.orientation)&&void 0!==i?i:"vertical",this.reversed=null!==(n=e.reversed)&&void 0!==n&&n,this.prevent_hide=e.prevent_hide,(0,l.undisplay)(this.el)}get is_open(){return this._open}get can_open(){return 0!=this.items.length}remove(){(0,l.remove)(this.el),this._unlisten()}_listen(){document.addEventListener("mousedown",this._on_mousedown),document.addEventListener("keydown",this._on_keydown),window.addEventListener("blur",this._on_blur)}_unlisten(){document.removeEventListener("mousedown",this._on_mousedown),document.removeEventListener("keydown",this._on_keydown),window.removeEventListener("blur",this._on_blur)}_position(t){const e=this.el.parentElement;if(null!=e){const i=(()=>{if("left_of"in t){const{left:e,top:i}=t.left_of.getBoundingClientRect();return{right:e,top:i}}if("right_of"in t){const{top:e,right:i}=t.right_of.getBoundingClientRect();return{left:i,top:e}}if("below"in t){const{left:e,bottom:i}=t.below.getBoundingClientRect();return{left:e,top:i}}if("above"in t){const{left:e,top:i}=t.above.getBoundingClientRect();return{left:e,bottom:i}}return t})(),n=e.getBoundingClientRect();this.el.style.left=null!=i.left?i.left-n.left+"px":"",this.el.style.top=null!=i.top?i.top-n.top+"px":"",this.el.style.right=null!=i.right?n.right-i.right+"px":"",this.el.style.bottom=null!=i.bottom?n.bottom-i.bottom+"px":""}}render(){var t;(0,l.empty)(this.el,!0),(0,l.classes)(this.el).add("bk-context-menu",`bk-${this.orientation}`);const e=this.reversed?(0,h.reversed)(this.items):this.items;for(const i of e){let e;if(null==i)e=(0,l.div)({class:r.divider});else{if(null!=i.if&&!i.if())continue;if(null!=i.content)e=i.content;else{const n=null!=i.icon?(0,l.div)({class:["bk-menu-icon",i.icon]}):null,o=[(null===(t=i.active)||void 0===t?void 0:t.call(i))?"bk-active":null,i.class];e=(0,l.div)({class:o,title:i.tooltip,tabIndex:0},n,i.label,i.content),e.addEventListener("click",(()=>{this._item_click(i)})),e.addEventListener("keydown",(t=>{t.keyCode==l.Keys.Enter&&this._item_click(i)}))}}this.el.appendChild(e)}}show(t){if(0!=this.items.length&&!this._open){if(this.render(),0==this.el.children.length)return;this._position(null!=t?t:{left:0,top:0}),(0,l.display)(this.el),this._listen(),this._open=!0}}hide(){this._open&&(this._open=!1,this._unlisten(),(0,l.undisplay)(this.el))}toggle(t){this._open?this.hide():this.show(t)}}i.ContextMenu=d,d.__name__="ContextMenu"},
+function _(t,e,i,n,o){n();const s=t(1),c=t(224),l=(0,s.__importStar)(t(227)),a=t(43);class _ extends c.ButtonToolButtonView{render(){super.render(),(0,a.classes)(this.el).toggle(l.active,this.model.active)}_clicked(){const{active:t}=this.model;this.model.active=!t}}i.OnOffButtonView=_,_.__name__="OnOffButtonView"},
+function _(e,o,t,n,s){var c;n();const l=e(224),_=e(231);class i extends l.ButtonToolView{}t.InspectToolView=i,i.__name__="InspectToolView";class a extends l.ButtonTool{constructor(e){super(e),this.event_type="move"}}t.InspectTool=a,c=a,a.__name__="InspectTool",c.prototype.button_view=_.OnOffButtonView,c.define((({Boolean:e})=>({toggleable:[e,!0]}))),c.override({active:!0})},
+function _(t,o,e,l,i){l();const s=t(1);var n,a;const r=t(19),c=t(43),h=t(113),_=t(226),u=t(20),v=t(9),d=t(234),p=t(13),b=t(8),g=t(235),f=t(65),m=t(53),w=t(222),y=t(223),T=t(238),z=t(239),x=t(232),B=t(230),C=(0,s.__importStar)(t(227)),k=C,L=(0,s.__importStar)(t(240)),M=L;class S extends m.Model{constructor(t){super(t)}get visible(){var t;return!this.autohide||null!==(t=this._visible)&&void 0!==t&&t}}e.ToolbarViewModel=S,n=S,S.__name__="ToolbarViewModel",n.define((({Boolean:t})=>({autohide:[t,!1]}))),n.internal((({Boolean:t,Nullable:o})=>({_visible:[o(t),null]})));class $ extends _.DOMView{constructor(){super(...arguments),this.layout={bbox:new f.BBox}}initialize(){super.initialize(),this._tool_button_views=new Map,this._toolbar_view_model=new S({autohide:this.model.autohide});const{toolbar_location:t}=this.model,o="left"==t||"above"==t,e=this.model.horizontal?"vertical":"horizontal";this._overflow_menu=new B.ContextMenu([],{orientation:e,reversed:o})}async lazy_initialize(){await super.lazy_initialize(),await this._build_tool_button_views()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tools.change,(async()=>{await this._build_tool_button_views(),this.render()})),this.connect(this.model.properties.autohide.change,(()=>{this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change()})),this.connect(this._toolbar_view_model.properties._visible.change,(()=>this._on_visible_change()))}styles(){return[...super.styles(),C.default,L.default]}remove(){(0,h.remove_views)(this._tool_button_views),super.remove()}async _build_tool_button_views(){const t=null!=this.model._proxied_tools?this.model._proxied_tools:this.model.tools;await(0,h.build_views)(this._tool_button_views,t,{parent:this},(t=>t.button_view))}set_visibility(t){t!=this._toolbar_view_model._visible&&(this._toolbar_view_model._visible=t)}_on_visible_change(){const{visible:t}=this._toolbar_view_model;(0,c.classes)(this.el).toggle(k.toolbar_hidden,!t)}render(){(0,c.empty)(this.el),this.el.classList.add(k.toolbar),this.el.classList.add(k[this.model.toolbar_location]),this._toolbar_view_model.autohide=this.model.autohide,this._on_visible_change();const{horizontal:t}=this.model;let o=0;if(null!=this.model.logo){const e="grey"===this.model.logo?M.grey:null,l=(0,c.a)({href:"https://bokeh.org/",target:"_blank",class:[M.logo,M.logo_small,e]});this.el.appendChild(l);const{width:i,height:s}=l.getBoundingClientRect();o+=t?i:s}for(const[,t]of this._tool_button_views)t.render();const e=[],l=t=>this._tool_button_views.get(t).el,{gestures:i}=this.model;for(const t of(0,p.values)(i))e.push(t.tools.map(l));e.push(this.model.actions.map(l)),e.push(this.model.inspectors.filter((t=>t.toggleable)).map(l));const s=e.filter((t=>0!=t.length)),n=()=>(0,c.div)({class:k.divider}),{bbox:a}=this.layout;let r=!1;this.root.el.appendChild(this._overflow_menu.el);const h=(0,c.div)({class:k.tool_overflow,tabIndex:0},t?"\u22ee":"\u22ef"),_=()=>{const t=(()=>{switch(this.model.toolbar_location){case"right":return{left_of:h};case"left":return{right_of:h};case"above":return{below:h};case"below":return{above:h}}})();this._overflow_menu.toggle(t)};h.addEventListener("click",(()=>{_()})),h.addEventListener("keydown",(t=>{t.keyCode==c.Keys.Enter&&_()}));for(const e of(0,d.join)(s,n))if(r)this._overflow_menu.items.push({content:e,class:t?k.right:k.above});else{this.el.appendChild(e);const{width:l,height:i}=e.getBoundingClientRect();if(o+=t?l:i,r=t?o>a.width-15:o>a.height-15,r){this.el.removeChild(e),this.el.appendChild(h);const{items:t}=this._overflow_menu;t.splice(0,t.length),t.push({content:e})}}}update_layout(){}update_position(){}after_layout(){this._has_finished=!0}export(t,o=!0){const e="png"==t?"canvas":"svg",l=new g.CanvasLayer(e,o);return l.resize(0,0),l}}function V(){return{pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}}}e.ToolbarBaseView=$,$.__name__="ToolbarBaseView";class A extends m.Model{constructor(t){super(t)}initialize(){super.initialize(),this._init_tools()}_init_tools(){const t=function(t,o){if(t.length!=o.length)return!0;const e=new Set(o.map((t=>t.id)));return(0,v.some)(t,(t=>!e.has(t.id)))},o=this.tools.filter((t=>t instanceof x.InspectTool));t(this.inspectors,o)&&(this.inspectors=o);const e=this.tools.filter((t=>t instanceof z.HelpTool));t(this.help,e)&&(this.help=e);const l=this.tools.filter((t=>t instanceof T.ActionTool));t(this.actions,l)&&(this.actions=l);const i=(t,o)=>{t in this.gestures||r.logger.warn(`Toolbar: unknown event type '${t}' for tool: ${o}`)},s={pan:{tools:[],active:null},scroll:{tools:[],active:null},pinch:{tools:[],active:null},tap:{tools:[],active:null},doubletap:{tools:[],active:null},press:{tools:[],active:null},pressup:{tools:[],active:null},rotate:{tools:[],active:null},move:{tools:[],active:null},multi:{tools:[],active:null}};for(const t of this.tools)if(t instanceof y.GestureTool&&t.event_type)if((0,b.isString)(t.event_type))s[t.event_type].tools.push(t),i(t.event_type,t);else{s.multi.tools.push(t);for(const o of t.event_type)i(o,t)}for(const o of Object.keys(s)){const e=this.gestures[o];t(e.tools,s[o].tools)&&(e.tools=s[o].tools),e.active&&(0,v.every)(e.tools,(t=>t.id!=e.active.id))&&(e.active=null)}}get horizontal(){return"above"===this.toolbar_location||"below"===this.toolbar_location}get vertical(){return"left"===this.toolbar_location||"right"===this.toolbar_location}_active_change(t){const{event_type:o}=t;if(null==o)return;const e=(0,b.isString)(o)?[o]:o;for(const o of e)if(t.active){const e=this.gestures[o].active;null!=e&&t!=e&&(r.logger.debug(`Toolbar: deactivating tool: ${e} for event type '${o}'`),e.active=!1),this.gestures[o].active=t,r.logger.debug(`Toolbar: activating tool: ${t} for event type '${o}'`)}else this.gestures[o].active=null}}e.ToolbarBase=A,a=A,A.__name__="ToolbarBase",a.prototype.default_view=$,a.define((({Boolean:t,Array:o,Ref:e,Nullable:l})=>({tools:[o(e(w.Tool)),[]],logo:[l(u.Logo),"normal"],autohide:[t,!1]}))),a.internal((({Array:t,Struct:o,Ref:e,Nullable:l})=>{const i=o({tools:t(e(y.GestureTool)),active:l(e(w.Tool))});return{gestures:[o({pan:i,scroll:i,pinch:i,tap:i,doubletap:i,press:i,pressup:i,rotate:i,move:i,multi:i}),V],actions:[t(e(T.ActionTool)),[]],inspectors:[t(e(x.InspectTool)),[]],help:[t(e(z.HelpTool)),[]],toolbar_location:[u.Location,"right"]}}))},
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+function _(t,e,s,i,n){i();const o=t(236),a=t(65),r=t(43);function h(t){!function(t){void 0===t.lineDash&&Object.defineProperty(t,"lineDash",{get:()=>t.getLineDash(),set:e=>t.setLineDash(e)})}(t),function(t){t.setImageSmoothingEnabled=e=>{t.imageSmoothingEnabled=e,t.mozImageSmoothingEnabled=e,t.oImageSmoothingEnabled=e,t.webkitImageSmoothingEnabled=e,t.msImageSmoothingEnabled=e},t.getImageSmoothingEnabled=()=>{const e=t.imageSmoothingEnabled;return null==e||e}}(t),function(t){t.ellipse||(t.ellipse=function(e,s,i,n,o,a,r,h=!1){const l=.551784;t.translate(e,s),t.rotate(o);let c=i,g=n;h&&(c=-i,g=-n),t.moveTo(-c,0),t.bezierCurveTo(-c,g*l,-c*l,g,0,g),t.bezierCurveTo(c*l,g,c,g*l,c,0),t.bezierCurveTo(c,-g*l,c*l,-g,0,-g),t.bezierCurveTo(-c*l,-g,-c,-g*l,-c,0),t.rotate(-o),t.translate(-e,-s)})}(t)}const l={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class c{constructor(t,e){switch(this.backend=t,this.hidpi=e,this.pixel_ratio=1,this.bbox=new a.BBox,t){case"webgl":case"canvas":{this._el=this._canvas=(0,r.canvas)({style:l});const t=this.canvas.getContext("2d");if(null==t)throw new Error("unable to obtain 2D rendering context");this._ctx=t,e&&(this.pixel_ratio=devicePixelRatio);break}case"svg":{const t=new o.SVGRenderingContext2D;this._ctx=t,this._canvas=t.get_svg(),this._el=(0,r.div)({style:l},this._canvas);break}}this._ctx.layer=this,h(this._ctx)}get canvas(){return this._canvas}get ctx(){return this._ctx}get el(){return this._el}resize(t,e){this.bbox=new a.BBox({left:0,top:0,width:t,height:e});const s=this._ctx instanceof o.SVGRenderingContext2D?this._ctx:this.canvas;s.width=t*this.pixel_ratio,s.height=e*this.pixel_ratio}undo_transform(t){const{ctx:e}=this;if(void 0===e.getTransform)t(e);else{const s=e.getTransform();e.setTransform(this._base_transform);try{t(e)}finally{e.setTransform(s)}}}prepare(){const{ctx:t,hidpi:e,pixel_ratio:s}=this;t.save(),e&&(t.scale(s,s),t.translate(.5,.5)),void 0!==t.getTransform&&(this._base_transform=t.getTransform()),this.clear()}clear(){const{x:t,y:e,width:s,height:i}=this.bbox;this.ctx.clearRect(t,e,s,i)}finish(){this.ctx.restore()}to_blob(){const{_canvas:t}=this;if(t instanceof HTMLCanvasElement)return null!=t.msToBlob?Promise.resolve(t.msToBlob()):new Promise(((e,s)=>{t.toBlob((t=>null!=t?e(t):s()),"image/png")}));{const t=this._ctx.get_serialized_svg(!0),e=new Blob([t],{type:"image/svg+xml"});return Promise.resolve(e)}}}s.CanvasLayer=c,c.__name__="CanvasLayer"},
+function _(t,e,i,s,r){s();const n=t(122),a=t(8),o=t(237),l=t(10),h=t(43);function _(t){var e;const i={left:"start",right:"end",center:"middle",start:"start",end:"end"};return null!==(e=i[t])&&void 0!==e?e:i.start}function c(t){var e;const i={alphabetic:"alphabetic",hanging:"hanging",top:"text-before-edge",bottom:"text-after-edge",middle:"central"};return null!==(e=i[t])&&void 0!==e?e:i.alphabetic}const p=function(t,e){const i=new Map,s=t.split(",");e=null!=e?e:10;for(let t=0;t<s.length;t+=2){const r=`&${s[t+1]};`,n=parseInt(s[t],e);i.set(r,`&#${n};`)}return 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HTMLImageElement||t instanceof SVGImageElement){const e=this.__createElement("image");if(e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`),a||o||l!==t.width||h!==t.height){const e=this.__document.createElement("canvas");e.width=r,e.height=n;e.getContext("2d").drawImage(t,a,o,l,h,0,0,r,n),t=e}this._apply_transform(e,c);const i=t instanceof HTMLCanvasElement?t.toDataURL():t.getAttribute("src");if(e.setAttribute("href",i),null!=this._clip_path){const t=this.__createElement("g");t.setAttribute("clip-path",this._clip_path),t.appendChild(e),_.appendChild(t)}else _.appendChild(e)}else if(t instanceof HTMLCanvasElement){const e=this.__createElement("image");e.setAttribute("width",`${r}`),e.setAttribute("height",`${n}`),e.setAttribute("preserveAspectRatio","none"),1!=this.globalAlpha&&e.setAttribute("opacity",`${this.globalAlpha}`);const 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if(t instanceof f){for(const e of[...t.__root.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}else{if(!(t instanceof SVGSVGElement))throw new Error("unsupported");for(const e of[...t.childNodes])e instanceof SVGDefsElement||i.appendChild(e.cloneNode(!0));this.__defs.appendChild(i)}return new m(i,this)}getLineDash(){const{lineDash:t}=this;return(0,a.isString)(t)?t.split(",").map((t=>parseInt(t))):null==t?[]:t}setLineDash(t){t&&t.length>0?this.lineDash=t.join(","):this.lineDash=null}_to_number(t){return(0,a.isNumber)(t)?t:t.baseVal.value}getTransform(){return this._transform.to_DOMMatrix()}setTransform(...t){let e;e=(0,a.isNumber)(t[0])?new DOMMatrix(t):t[0]instanceof DOMMatrix?t[0]:new DOMMatrix(Object.values(!t[0])),this._transform=n.AffineTransform.from_DOMMatrix(e)}resetTransform(){this._transform=new n.AffineTransform}isPointInPath(...t){throw new Error("not implemented")}isPointInStroke(...t){throw new Error("not implemented")}createImageData(...t){throw new Error("not implemented")}getImageData(t,e,i,s){throw new Error("not implemented")}putImageData(...t){throw new Error("not implemented")}drawFocusIfNeeded(...t){throw new Error("not implemented")}scrollPathIntoView(...t){throw new Error("not implemented")}}i.SVGRenderingContext2D=f,f.__name__="SVGRenderingContext2D",f.__random=o.random},
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+function _(o,t,n,i,e){i();const s=o(224),c=o(15);class l extends s.ButtonToolButtonView{_clicked(){this.model.do.emit(void 0)}}n.ActionToolButtonView=l,l.__name__="ActionToolButtonView";class _ extends s.ButtonToolView{connect_signals(){super.connect_signals(),this.connect(this.model.do,(o=>this.doit(o)))}}n.ActionToolView=_,_.__name__="ActionToolView";class d extends s.ButtonTool{constructor(o){super(o),this.button_view=l,this.do=new c.Signal(this,"do")}}n.ActionTool=d,d.__name__="ActionTool"},
+function _(o,e,t,l,i){var s;l();const n=o(238),r=o(228);class c extends n.ActionToolView{doit(){window.open(this.model.redirect)}}t.HelpToolView=c,c.__name__="HelpToolView";class _ extends n.ActionTool{constructor(o){super(o),this.tool_name="Help",this.icon=r.tool_icon_help}}t.HelpTool=_,s=_,_.__name__="HelpTool",s.prototype.default_view=c,s.define((({String:o})=>({redirect:[o,"https://docs.bokeh.org/en/latest/docs/user_guide/tools.html"]}))),s.override({description:"Click the question mark to learn more about Bokeh plot tools."}),s.register_alias("help",(()=>new _))},
+function _(o,l,g,A,r){A(),g.root="bk-root",g.logo="bk-logo",g.grey="bk-grey",g.logo_small="bk-logo-small",g.logo_notebook="bk-logo-notebook",g.default=".bk-root .bk-logo{margin:5px;position:relative;display:block;background-repeat:no-repeat;}.bk-root .bk-logo.bk-grey{filter:url(\"data:image/svg+xml;utf8,<svg xmlns='http://www.w3.org/2000/svg'><filter id='grayscale'><feColorMatrix type='matrix' values='0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0.3333 0.3333 0.3333 0 0 0 0 0 1 0'/></filter></svg>#grayscale\");filter:gray;-webkit-filter:grayscale(100%);}.bk-root .bk-logo-small{width:20px;height:20px;background-image:url(data:image/png;base64,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);}.bk-root .bk-logo-notebook{display:inline-block;vertical-align:middle;margin-right:5px;}"},
+function _(e,t,s,i,l){i();const o=e(1);var n;const a=e(40),h=e(20),r=e(43),c=(0,o.__importStar)(e(242)),d=c;class p extends a.AnnotationView{initialize(){super.initialize(),this.el=(0,r.div)({class:d.tooltip}),(0,r.undisplay)(this.el),this.plot_view.canvas_view.add_overlay(this.el)}remove(){(0,r.remove)(this.el),super.remove()}connect_signals(){super.connect_signals(),this.connect(this.model.properties.content.change,(()=>this.render())),this.connect(this.model.properties.position.change,(()=>this._reposition()))}styles(){return[...super.styles(),c.default]}render(){this.model.visible||(0,r.undisplay)(this.el),super.render()}_render(){const{content:e}=this.model;null!=e?((0,r.empty)(this.el),(0,r.classes)(this.el).toggle("bk-tooltip-custom",this.model.custom),this.el.appendChild(e),this.model.show_arrow&&this.el.classList.add(d.tooltip_arrow)):(0,r.undisplay)(this.el)}_reposition(){const{position:e}=this.model;if(null==e)return void(0,r.undisplay)(this.el);const[t,s]=e,i=(()=>{const e=this.parent.layout.bbox.relative(),{attachment:i}=this.model;switch(i){case"horizontal":return t<e.hcenter?"right":"left";case"vertical":return s<e.vcenter?"below":"above";default:return i}})();let l;this.el.classList.remove(d.right),this.el.classList.remove(d.left),this.el.classList.remove(d.above),this.el.classList.remove(d.below),(0,r.display)(this.el);let o=null,n=null;switch(i){case"right":this.el.classList.add(d.left),o=t+(this.el.offsetWidth-this.el.clientWidth)+10,l=s-this.el.offsetHeight/2;break;case"left":this.el.classList.add(d.right),n=this.plot_view.layout.bbox.width-t+10,l=s-this.el.offsetHeight/2;break;case"below":this.el.classList.add(d.above),l=s+(this.el.offsetHeight-this.el.clientHeight)+10,o=Math.round(t-this.el.offsetWidth/2);break;case"above":this.el.classList.add(d.below),l=s-this.el.offsetHeight-10,o=Math.round(t-this.el.offsetWidth/2)}this.el.style.top=`${l}px`,this.el.style.left=null!=o?`${o}px`:"auto",this.el.style.right=null!=n?`${n}px`:"auto"}}s.TooltipView=p,p.__name__="TooltipView";class u extends a.Annotation{constructor(e){super(e)}clear(){this.position=null}}s.Tooltip=u,n=u,u.__name__="Tooltip",n.prototype.default_view=p,n.define((({Boolean:e})=>({attachment:[h.TooltipAttachment,"horizontal"],inner_only:[e,!0],show_arrow:[e,!0]}))),n.internal((({Boolean:e,Number:t,Tuple:s,Ref:i,Nullable:l})=>({position:[l(s(t,t)),null],content:[i(HTMLElement),()=>(0,r.div)()],custom:[e]}))),n.override({level:"overlay"})},
+function _(o,t,r,e,l){e(),r.root="bk-root",r.tooltip="bk-tooltip",r.left="bk-left",r.tooltip_arrow="bk-tooltip-arrow",r.right="bk-right",r.above="bk-above",r.below="bk-below",r.tooltip_row_label="bk-tooltip-row-label",r.tooltip_row_value="bk-tooltip-row-value",r.tooltip_color_block="bk-tooltip-color-block",r.default='.bk-root{}.bk-root .bk-tooltip{font-weight:300;font-size:12px;position:absolute;padding:5px;border:1px solid #e5e5e5;color:#2f2f2f;background-color:white;pointer-events:none;opacity:0.95;z-index:100;}.bk-root .bk-tooltip > div:not(:first-child){margin-top:5px;border-top:#e5e5e5 1px dashed;}.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-left::before{left:-10px;border-right-width:10px;border-right-color:#909599;}.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after{position:absolute;margin:-7px 0 0 0;top:50%;width:0;height:0;border-style:solid;border-width:7px 0 7px 0;border-color:transparent;content:" ";display:block;right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-right::after{right:-10px;border-left-width:10px;border-left-color:#909599;}.bk-root .bk-tooltip.bk-above::before{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;top:-10px;border-bottom-width:10px;border-bottom-color:#909599;}.bk-root .bk-tooltip.bk-below::after{position:absolute;margin:0 0 0 -7px;left:50%;width:0;height:0;border-style:solid;border-width:0 7px 0 7px;border-color:transparent;content:" ";display:block;bottom:-10px;border-top-width:10px;border-top-color:#909599;}.bk-root .bk-tooltip-row-label{text-align:right;color:#26aae1;}.bk-root .bk-tooltip-row-value{color:default;}.bk-root .bk-tooltip-color-block{width:12px;height:12px;margin-left:5px;margin-right:5px;outline:#dddddd solid 1px;display:inline-block;}'},
+function _(e,t,s,i,r){var a;i();const l=e(115),_=e(112),h=e(113),o=e(48);class n extends l.UpperLowerView{async lazy_initialize(){await super.lazy_initialize();const{lower_head:e,upper_head:t}=this.model;null!=e&&(this.lower_head=await(0,h.build_view)(e,{parent:this})),null!=t&&(this.upper_head=await(0,h.build_view)(t,{parent:this}))}set_data(e){var t,s;super.set_data(e),null===(t=this.lower_head)||void 0===t||t.set_data(e),null===(s=this.upper_head)||void 0===s||s.set_data(e)}paint(e){if(this.visuals.line.doit)for(let t=0,s=this._lower_sx.length;t<s;t++)this.visuals.line.set_vectorize(e,t),e.beginPath(),e.moveTo(this._lower_sx[t],this._lower_sy[t]),e.lineTo(this._upper_sx[t],this._upper_sy[t]),e.stroke();const t="height"==this.model.dimension?0:Math.PI/2;if(null!=this.lower_head)for(let s=0,i=this._lower_sx.length;s<i;s++)e.save(),e.translate(this._lower_sx[s],this._lower_sy[s]),e.rotate(t+Math.PI),this.lower_head.render(e,s),e.restore();if(null!=this.upper_head)for(let s=0,i=this._upper_sx.length;s<i;s++)e.save(),e.translate(this._upper_sx[s],this._upper_sy[s]),e.rotate(t),this.upper_head.render(e,s),e.restore()}}s.WhiskerView=n,n.__name__="WhiskerView";class d extends l.UpperLower{constructor(e){super(e)}}s.Whisker=d,a=d,d.__name__="Whisker",a.prototype.default_view=n,a.mixins(o.LineVector),a.define((({Ref:e,Nullable:t})=>({lower_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})],upper_head:[t(e(_.ArrowHead)),()=>new _.TeeHead({size:10})]}))),a.override({level:"underlay"})},
+function _(n,o,t,u,e){u(),e("CustomJS",n(245).CustomJS),e("OpenURL",n(247).OpenURL)},
+function _(t,e,s,n,c){var a;n();const r=t(246),u=t(13),o=t(34);class i extends r.Callback{constructor(t){super(t)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const t=(0,o.use_strict)(this.code);return new Function(...this.names,"cb_obj","cb_data",t)}execute(t,e={}){return this.func.apply(t,this.values.concat(t,e))}}s.CustomJS=i,a=i,i.__name__="CustomJS",a.define((({Unknown:t,String:e,Dict:s})=>({args:[s(t),{}],code:[e,""]})))},
+function _(c,a,l,n,s){n();const e=c(53);class o extends e.Model{constructor(c){super(c)}}l.Callback=o,o.__name__="Callback"},
+function _(e,t,n,o,i){var s;o();const c=e(246),r=e(152),a=e(8);class d extends c.Callback{constructor(e){super(e)}navigate(e){this.same_tab?window.location.href=e:window.open(e)}execute(e,{source:t}){const n=e=>{const n=(0,r.replace_placeholders)(this.url,t,e,void 0,void 0,encodeURI);if(!(0,a.isString)(n))throw new Error("HTML output is not supported in this context");this.navigate(n)},{selected:o}=t;for(const e of o.indices)n(e);for(const e of o.line_indices)n(e)}}n.OpenURL=d,s=d,d.__name__="OpenURL",s.define((({Boolean:e,String:t})=>({url:[t,"http://"],same_tab:[e,!1]})))},
+function _(a,n,i,e,r){e(),r("Canvas",a(249).Canvas),r("CartesianFrame",a(126).CartesianFrame),r("CoordinateMapping",a(54).CoordinateMapping)},
+function _(e,t,i,s,a){var l,r=this&&this.__createBinding||(Object.create?function(e,t,i,s){void 0===s&&(s=i),Object.defineProperty(e,s,{enumerable:!0,get:function(){return t[i]}})}:function(e,t,i,s){void 0===s&&(s=i),e[s]=t[i]}),n=this&&this.__setModuleDefault||(Object.create?function(e,t){Object.defineProperty(e,"default",{enumerable:!0,value:t})}:function(e,t){e.default=t}),o=this&&this.__importStar||function(e){if(e&&e.__esModule)return e;var t={};if(null!=e)for(var i in e)"default"!==i&&Object.prototype.hasOwnProperty.call(e,i)&&r(t,e,i);return n(t,e),t};s();const h=e(14),c=e(28),u=e(226),_=e(19),d=e(43),p=e(20),b=e(13),v=e(250),g=e(65),w=e(138),y=e(235);const f=(()=>{let t;return async()=>void 0!==t?t:t=await async function(){const t=document.createElement("canvas"),i=t.getContext("webgl",{premultipliedAlpha:!0});if(null!=i){const s=await(0,w.load_module)(Promise.resolve().then((()=>o(e(410)))));if(null!=s){const e=s.get_regl(i);if(e.has_webgl)return{canvas:t,regl_wrapper:e};_.logger.trace("WebGL is supported, but not the required extensions")}else _.logger.trace("WebGL is supported, but bokehjs(.min).js bundle is not available")}else _.logger.trace("WebGL is not supported");return null}()})(),m={position:"absolute",top:"0",left:"0",width:"100%",height:"100%"};class x extends u.DOMView{constructor(){super(...arguments),this.bbox=new g.BBox,this.webgl=null}initialize(){super.initialize(),this.underlays_el=(0,d.div)({style:m}),this.primary=this.create_layer(),this.overlays=this.create_layer(),this.overlays_el=(0,d.div)({style:m}),this.events_el=(0,d.div)({class:"bk-canvas-events",style:m});const e=[this.underlays_el,this.primary.el,this.overlays.el,this.overlays_el,this.events_el];(0,b.extend)(this.el.style,m),(0,d.append)(this.el,...e),this.ui_event_bus=new v.UIEventBus(this)}async lazy_initialize(){if(await super.lazy_initialize(),"webgl"==this.model.output_backend&&(this.webgl=await f(),c.settings.force_webgl&&null==this.webgl))throw new Error("webgl is not available")}remove(){this.ui_event_bus.destroy(),super.remove()}add_underlay(e){this.underlays_el.appendChild(e)}add_overlay(e){this.overlays_el.appendChild(e)}add_event(e){this.events_el.appendChild(e)}get pixel_ratio(){return this.primary.pixel_ratio}resize(e,t){this.bbox=new g.BBox({left:0,top:0,width:e,height:t}),this.primary.resize(e,t),this.overlays.resize(e,t)}prepare_webgl(e){const{webgl:t}=this;if(null!=t){const{width:i,height:s}=this.bbox;t.canvas.width=this.pixel_ratio*i,t.canvas.height=this.pixel_ratio*s;const[a,l,r,n]=e,{xview:o,yview:h}=this.bbox,c=o.compute(a),u=h.compute(l+n),_=this.pixel_ratio;t.regl_wrapper.set_scissor(_*c,_*u,_*r,_*n),this._clear_webgl()}}blit_webgl(e){const{webgl:t}=this;if(null!=t){if(_.logger.debug("Blitting WebGL canvas"),e.restore(),e.drawImage(t.canvas,0,0),e.save(),this.model.hidpi){const t=this.pixel_ratio;e.scale(t,t),e.translate(.5,.5)}this._clear_webgl()}}_clear_webgl(){const{webgl:e}=this;if(null!=e){const{regl_wrapper:t,canvas:i}=e;t.clear(i.width,i.height)}}compose(){const e=this.create_layer(),{width:t,height:i}=this.bbox;return e.resize(t,i),e.ctx.drawImage(this.primary.canvas,0,0),e.ctx.drawImage(this.overlays.canvas,0,0),e}create_layer(){const{output_backend:e,hidpi:t}=this.model;return new y.CanvasLayer(e,t)}to_blob(){return this.compose().to_blob()}}i.CanvasView=x,x.__name__="CanvasView";class z extends h.HasProps{constructor(e){super(e)}}i.Canvas=z,l=z,z.__name__="Canvas",l.prototype.default_view=x,l.internal((({Boolean:e})=>({hidpi:[e,!0],output_backend:[p.OutputBackend,"canvas"]})))},
+function _(t,e,s,n,i){n();const r=t(1),a=(0,r.__importDefault)(t(225)),_=t(15),h=t(19),o=t(43),l=(0,r.__importStar)(t(251)),c=t(252),p=t(9),u=t(8),v=t(27),d=t(230);class g{constructor(t){this.canvas_view=t,this.pan_start=new _.Signal(this,"pan:start"),this.pan=new _.Signal(this,"pan"),this.pan_end=new _.Signal(this,"pan:end"),this.pinch_start=new _.Signal(this,"pinch:start"),this.pinch=new _.Signal(this,"pinch"),this.pinch_end=new _.Signal(this,"pinch:end"),this.rotate_start=new _.Signal(this,"rotate:start"),this.rotate=new _.Signal(this,"rotate"),this.rotate_end=new _.Signal(this,"rotate:end"),this.tap=new _.Signal(this,"tap"),this.doubletap=new _.Signal(this,"doubletap"),this.press=new _.Signal(this,"press"),this.pressup=new _.Signal(this,"pressup"),this.move_enter=new _.Signal(this,"move:enter"),this.move=new _.Signal(this,"move"),this.move_exit=new _.Signal(this,"move:exit"),this.scroll=new _.Signal(this,"scroll"),this.keydown=new _.Signal(this,"keydown"),this.keyup=new _.Signal(this,"keyup"),this.hammer=new a.default(this.hit_area,{touchAction:"auto",inputClass:a.default.TouchMouseInput}),this._prev_move=null,this._curr_pan=null,this._curr_pinch=null,this._curr_rotate=null,this._configure_hammerjs(),this.hit_area.addEventListener("mousemove",(t=>this._mouse_move(t))),this.hit_area.addEventListener("mouseenter",(t=>this._mouse_enter(t))),this.hit_area.addEventListener("mouseleave",(t=>this._mouse_exit(t))),this.hit_area.addEventListener("contextmenu",(t=>this._context_menu(t))),this.hit_area.addEventListener("wheel",(t=>this._mouse_wheel(t))),document.addEventListener("keydown",this),document.addEventListener("keyup",this),this.menu=new d.ContextMenu([],{prevent_hide:t=>2==t.button&&t.target==this.hit_area}),this.hit_area.appendChild(this.menu.el)}get hit_area(){return this.canvas_view.events_el}destroy(){this.menu.remove(),this.hammer.destroy(),document.removeEventListener("keydown",this),document.removeEventListener("keyup",this)}handleEvent(t){"keydown"==t.type?this._key_down(t):"keyup"==t.type&&this._key_up(t)}_configure_hammerjs(){this.hammer.get("doubletap").recognizeWith("tap"),this.hammer.get("tap").requireFailure("doubletap"),this.hammer.get("doubletap").dropRequireFailure("tap"),this.hammer.on("doubletap",(t=>this._doubletap(t))),this.hammer.on("tap",(t=>this._tap(t))),this.hammer.on("press",(t=>this._press(t))),this.hammer.on("pressup",(t=>this._pressup(t))),this.hammer.get("pan").set({direction:a.default.DIRECTION_ALL}),this.hammer.on("panstart",(t=>this._pan_start(t))),this.hammer.on("pan",(t=>this._pan(t))),this.hammer.on("panend",(t=>this._pan_end(t))),this.hammer.get("pinch").set({enable:!0}),this.hammer.on("pinchstart",(t=>this._pinch_start(t))),this.hammer.on("pinch",(t=>this._pinch(t))),this.hammer.on("pinchend",(t=>this._pinch_end(t))),this.hammer.get("rotate").set({enable:!0}),this.hammer.on("rotatestart",(t=>this._rotate_start(t))),this.hammer.on("rotate",(t=>this._rotate(t))),this.hammer.on("rotateend",(t=>this._rotate_end(t)))}register_tool(t){const e=t.model.event_type;null!=e&&((0,u.isString)(e)?this._register_tool(t,e):e.forEach(((e,s)=>this._register_tool(t,e,s<1))))}_register_tool(t,e,s=!0){const n=t,{id:i}=n.model,r=t=>e=>{e.id==i&&t(e.e)},a=t=>e=>{t(e.e)};switch(e){case"pan":null!=n._pan_start&&n.connect(this.pan_start,r(n._pan_start.bind(n))),null!=n._pan&&n.connect(this.pan,r(n._pan.bind(n))),null!=n._pan_end&&n.connect(this.pan_end,r(n._pan_end.bind(n)));break;case"pinch":null!=n._pinch_start&&n.connect(this.pinch_start,r(n._pinch_start.bind(n))),null!=n._pinch&&n.connect(this.pinch,r(n._pinch.bind(n))),null!=n._pinch_end&&n.connect(this.pinch_end,r(n._pinch_end.bind(n)));break;case"rotate":null!=n._rotate_start&&n.connect(this.rotate_start,r(n._rotate_start.bind(n))),null!=n._rotate&&n.connect(this.rotate,r(n._rotate.bind(n))),null!=n._rotate_end&&n.connect(this.rotate_end,r(n._rotate_end.bind(n)));break;case"move":null!=n._move_enter&&n.connect(this.move_enter,r(n._move_enter.bind(n))),null!=n._move&&n.connect(this.move,r(n._move.bind(n))),null!=n._move_exit&&n.connect(this.move_exit,r(n._move_exit.bind(n)));break;case"tap":null!=n._tap&&n.connect(this.tap,r(n._tap.bind(n))),null!=n._doubletap&&n.connect(this.doubletap,r(n._doubletap.bind(n)));break;case"press":null!=n._press&&n.connect(this.press,r(n._press.bind(n))),null!=n._pressup&&n.connect(this.pressup,r(n._pressup.bind(n)));break;case"scroll":null!=n._scroll&&n.connect(this.scroll,r(n._scroll.bind(n)));break;default:throw new Error(`unsupported event_type: ${e}`)}s&&(null!=n._keydown&&n.connect(this.keydown,a(n._keydown.bind(n))),null!=n._keyup&&n.connect(this.keyup,a(n._keyup.bind(n))),v.is_mobile&&null!=n._scroll&&"pinch"==e&&(h.logger.debug("Registering scroll on touch screen"),n.connect(this.scroll,r(n._scroll.bind(n)))))}_hit_test_renderers(t,e,s){var n;const i=t.get_renderer_views();for(const t of(0,p.reversed)(i))if(null===(n=t.interactive_hit)||void 0===n?void 0:n.call(t,e,s))return t;return null}set_cursor(t="default"){this.hit_area.style.cursor=t}_hit_test_frame(t,e,s){return t.frame.bbox.contains(e,s)}_hit_test_canvas(t,e,s){return t.layout.bbox.contains(e,s)}_hit_test_plot(t,e){for(const s of this.canvas_view.plot_views)if(s.layout.bbox.relative().contains(t,e))return s;return null}_trigger(t,e,s){var n;const{sx:i,sy:r}=e,a=this._hit_test_plot(i,r),_=t=>{const[s,n]=[i,r];return Object.assign(Object.assign({},e),{sx:s,sy:n})};if("panstart"==e.type||"pan"==e.type||"panend"==e.type){let n;if("panstart"==e.type&&null!=a?(this._curr_pan={plot_view:a},n=a):"pan"==e.type&&null!=this._curr_pan?n=this._curr_pan.plot_view:"panend"==e.type&&null!=this._curr_pan?(n=this._curr_pan.plot_view,this._curr_pan=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("pinchstart"==e.type||"pinch"==e.type||"pinchend"==e.type){let n;if("pinchstart"==e.type&&null!=a?(this._curr_pinch={plot_view:a},n=a):"pinch"==e.type&&null!=this._curr_pinch?n=this._curr_pinch.plot_view:"pinchend"==e.type&&null!=this._curr_pinch?(n=this._curr_pinch.plot_view,this._curr_pinch=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("rotatestart"==e.type||"rotate"==e.type||"rotateend"==e.type){let n;if("rotatestart"==e.type&&null!=a?(this._curr_rotate={plot_view:a},n=a):"rotate"==e.type&&null!=this._curr_rotate?n=this._curr_rotate.plot_view:"rotateend"==e.type&&null!=this._curr_rotate?(n=this._curr_rotate.plot_view,this._curr_rotate=null):n=null,null!=n){const e=_();this.__trigger(n,t,e,s)}}else if("mouseenter"==e.type||"mousemove"==e.type||"mouseleave"==e.type){const h=null===(n=this._prev_move)||void 0===n?void 0:n.plot_view;if(null!=h&&("mouseleave"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(h,this.move_exit,{type:"mouseleave",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&("mouseenter"==e.type||h!=a)){const{sx:t,sy:e}=_();this.__trigger(a,this.move_enter,{type:"mouseenter",sx:t,sy:e,shiftKey:!1,ctrlKey:!1},s)}if(null!=a&&"mousemove"==e.type){const e=_();this.__trigger(a,t,e,s)}this._prev_move={sx:i,sy:r,plot_view:a}}else if(null!=a){const e=_();this.__trigger(a,t,e,s)}}__trigger(t,e,s,n){var i,r,a;const _=t.model.toolbar.gestures,h=e.name.split(":")[0],o=this._hit_test_renderers(t,s.sx,s.sy),l=this._hit_test_canvas(t,s.sx,s.sy);switch(h){case"move":{const n=_.move.active;null!=n&&this.trigger(e,s,n.id);const r=t.model.toolbar.inspectors.filter((t=>t.active));let a="default";null!=o?(a=null!==(i=o.cursor(s.sx,s.sy))&&void 0!==i?i:a,(0,p.is_empty)(r)||(e=this.move_exit)):this._hit_test_frame(t,s.sx,s.sy)&&((0,p.is_empty)(r)||(a="crosshair")),this.set_cursor(a),t.set_toolbar_visibility(l),r.map((t=>this.trigger(e,s,t.id)));break}case"tap":{const{target:i}=n;if(null!=i&&i!=this.hit_area)return;if(null===(r=null==o?void 0:o.on_hit)||void 0===r||r.call(o,s.sx,s.sy),this._hit_test_frame(t,s.sx,s.sy)){const t=_.tap.active;null!=t&&this.trigger(e,s,t.id)}break}case"doubletap":if(this._hit_test_frame(t,s.sx,s.sy)){const t=null!==(a=_.doubletap.active)&&void 0!==a?a:_.tap.active;null!=t&&this.trigger(e,s,t.id)}break;case"scroll":{const t=_[v.is_mobile?"pinch":"scroll"].active;null!=t&&(n.preventDefault(),n.stopPropagation(),this.trigger(e,s,t.id));break}case"pan":{const t=_.pan.active;null!=t&&(n.preventDefault(),this.trigger(e,s,t.id));break}default:{const t=_[h].active;null!=t&&this.trigger(e,s,t.id)}}this._trigger_bokeh_event(t,s)}trigger(t,e,s=null){t.emit({id:s,e})}_trigger_bokeh_event(t,e){const s=(()=>{const{sx:s,sy:n}=e,i=t.frame.x_scale.invert(s),r=t.frame.y_scale.invert(n);switch(e.type){case"wheel":return new l.MouseWheel(s,n,i,r,e.delta);case"mousemove":return new l.MouseMove(s,n,i,r);case"mouseenter":return new l.MouseEnter(s,n,i,r);case"mouseleave":return new l.MouseLeave(s,n,i,r);case"tap":return new l.Tap(s,n,i,r);case"doubletap":return new l.DoubleTap(s,n,i,r);case"press":return new l.Press(s,n,i,r);case"pressup":return new l.PressUp(s,n,i,r);case"pan":return new l.Pan(s,n,i,r,e.deltaX,e.deltaY);case"panstart":return new l.PanStart(s,n,i,r);case"panend":return new l.PanEnd(s,n,i,r);case"pinch":return new l.Pinch(s,n,i,r,e.scale);case"pinchstart":return new l.PinchStart(s,n,i,r);case"pinchend":return new l.PinchEnd(s,n,i,r);case"rotate":return new l.Rotate(s,n,i,r,e.rotation);case"rotatestart":return new l.RotateStart(s,n,i,r);case"rotateend":return new l.RotateEnd(s,n,i,r);default:return}})();null!=s&&t.model.trigger_event(s)}_get_sxy(t){const{pageX:e,pageY:s}=function(t){return"undefined"!=typeof TouchEvent&&t instanceof TouchEvent}(t)?(0!=t.touches.length?t.touches:t.changedTouches)[0]:t,{left:n,top:i}=(0,o.offset)(this.hit_area);return{sx:e-n,sy:s-i}}_pan_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{deltaX:t.deltaX,deltaY:t.deltaY,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_pinch_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{scale:t.scale,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_rotate_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{rotation:t.rotation,shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_tap_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t.srcEvent)),{shiftKey:t.srcEvent.shiftKey,ctrlKey:t.srcEvent.ctrlKey})}_move_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_scroll_event(t){return Object.assign(Object.assign({type:t.type},this._get_sxy(t)),{delta:(0,c.getDeltaY)(t),shiftKey:t.shiftKey,ctrlKey:t.ctrlKey})}_key_event(t){return{type:t.type,keyCode:t.keyCode}}_pan_start(t){const e=this._pan_event(t);e.sx-=t.deltaX,e.sy-=t.deltaY,this._trigger(this.pan_start,e,t.srcEvent)}_pan(t){this._trigger(this.pan,this._pan_event(t),t.srcEvent)}_pan_end(t){this._trigger(this.pan_end,this._pan_event(t),t.srcEvent)}_pinch_start(t){this._trigger(this.pinch_start,this._pinch_event(t),t.srcEvent)}_pinch(t){this._trigger(this.pinch,this._pinch_event(t),t.srcEvent)}_pinch_end(t){this._trigger(this.pinch_end,this._pinch_event(t),t.srcEvent)}_rotate_start(t){this._trigger(this.rotate_start,this._rotate_event(t),t.srcEvent)}_rotate(t){this._trigger(this.rotate,this._rotate_event(t),t.srcEvent)}_rotate_end(t){this._trigger(this.rotate_end,this._rotate_event(t),t.srcEvent)}_tap(t){this._trigger(this.tap,this._tap_event(t),t.srcEvent)}_doubletap(t){this._trigger(this.doubletap,this._tap_event(t),t.srcEvent)}_press(t){this._trigger(this.press,this._tap_event(t),t.srcEvent)}_pressup(t){this._trigger(this.pressup,this._tap_event(t),t.srcEvent)}_mouse_enter(t){this._trigger(this.move_enter,this._move_event(t),t)}_mouse_move(t){this._trigger(this.move,this._move_event(t),t)}_mouse_exit(t){this._trigger(this.move_exit,this._move_event(t),t)}_mouse_wheel(t){this._trigger(this.scroll,this._scroll_event(t),t)}_context_menu(t){!this.menu.is_open&&this.menu.can_open&&t.preventDefault();const{sx:e,sy:s}=this._get_sxy(t);this.menu.toggle({left:e,top:s})}_key_down(t){this.trigger(this.keydown,this._key_event(t))}_key_up(t){this.trigger(this.keyup,this._key_event(t))}}s.UIEventBus=g,g.__name__="UIEventBus"},
+function _(e,t,s,n,_){n();var a=this&&this.__decorate||function(e,t,s,n){var _,a=arguments.length,o=a<3?t:null===n?n=Object.getOwnPropertyDescriptor(t,s):n;if("object"==typeof Reflect&&"function"==typeof Reflect.decorate)o=Reflect.decorate(e,t,s,n);else for(var r=e.length-1;r>=0;r--)(_=e[r])&&(o=(a<3?_(o):a>3?_(t,s,o):_(t,s))||o);return a>3&&o&&Object.defineProperty(t,s,o),o};function o(e){return function(t){t.prototype.event_name=e}}class r{to_json(){const{event_name:e}=this;return{event_name:e,event_values:this._to_json()}}}s.BokehEvent=r,r.__name__="BokehEvent";class c extends r{constructor(){super(...arguments),this.origin=null}_to_json(){return{model:this.origin}}}s.ModelEvent=c,c.__name__="ModelEvent";let l=class extends r{_to_json(){return{}}};s.DocumentReady=l,l.__name__="DocumentReady",s.DocumentReady=l=a([o("document_ready")],l);let i=class extends c{};s.ButtonClick=i,i.__name__="ButtonClick",s.ButtonClick=i=a([o("button_click")],i);let u=class extends c{constructor(e){super(),this.item=e}_to_json(){const{item:e}=this;return Object.assign(Object.assign({},super._to_json()),{item:e})}};s.MenuItemClick=u,u.__name__="MenuItemClick",s.MenuItemClick=u=a([o("menu_item_click")],u);class d extends c{}s.UIEvent=d,d.__name__="UIEvent";let m=class extends d{};s.LODStart=m,m.__name__="LODStart",s.LODStart=m=a([o("lodstart")],m);let h=class extends d{};s.LODEnd=h,h.__name__="LODEnd",s.LODEnd=h=a([o("lodend")],h);let p=class extends d{constructor(e,t,s,n){super(),this.x0=e,this.x1=t,this.y0=s,this.y1=n}_to_json(){const{x0:e,x1:t,y0:s,y1:n}=this;return Object.assign(Object.assign({},super._to_json()),{x0:e,x1:t,y0:s,y1:n})}};s.RangesUpdate=p,p.__name__="RangesUpdate",s.RangesUpdate=p=a([o("rangesupdate")],p);let x=class extends d{constructor(e,t){super(),this.geometry=e,this.final=t}_to_json(){const{geometry:e,final:t}=this;return Object.assign(Object.assign({},super._to_json()),{geometry:e,final:t})}};s.SelectionGeometry=x,x.__name__="SelectionGeometry",s.SelectionGeometry=x=a([o("selectiongeometry")],x);let j=class extends d{};s.Reset=j,j.__name__="Reset",s.Reset=j=a([o("reset")],j);class y extends d{constructor(e,t,s,n){super(),this.sx=e,this.sy=t,this.x=s,this.y=n}_to_json(){const{sx:e,sy:t,x:s,y:n}=this;return Object.assign(Object.assign({},super._to_json()),{sx:e,sy:t,x:s,y:n})}}s.PointEvent=y,y.__name__="PointEvent";let g=class extends y{constructor(e,t,s,n,_,a){super(e,t,s,n),this.delta_x=_,this.delta_y=a}_to_json(){const{delta_x:e,delta_y:t}=this;return Object.assign(Object.assign({},super._to_json()),{delta_x:e,delta_y:t})}};s.Pan=g,g.__name__="Pan",s.Pan=g=a([o("pan")],g);let P=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.scale=_}_to_json(){const{scale:e}=this;return Object.assign(Object.assign({},super._to_json()),{scale:e})}};s.Pinch=P,P.__name__="Pinch",s.Pinch=P=a([o("pinch")],P);let O=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.rotation=_}_to_json(){const{rotation:e}=this;return Object.assign(Object.assign({},super._to_json()),{rotation:e})}};s.Rotate=O,O.__name__="Rotate",s.Rotate=O=a([o("rotate")],O);let b=class extends y{constructor(e,t,s,n,_){super(e,t,s,n),this.delta=_}_to_json(){const{delta:e}=this;return Object.assign(Object.assign({},super._to_json()),{delta:e})}};s.MouseWheel=b,b.__name__="MouseWheel",s.MouseWheel=b=a([o("wheel")],b);let v=class extends y{};s.MouseMove=v,v.__name__="MouseMove",s.MouseMove=v=a([o("mousemove")],v);let E=class extends y{};s.MouseEnter=E,E.__name__="MouseEnter",s.MouseEnter=E=a([o("mouseenter")],E);let R=class extends y{};s.MouseLeave=R,R.__name__="MouseLeave",s.MouseLeave=R=a([o("mouseleave")],R);let M=class extends y{};s.Tap=M,M.__name__="Tap",s.Tap=M=a([o("tap")],M);let f=class extends y{};s.DoubleTap=f,f.__name__="DoubleTap",s.DoubleTap=f=a([o("doubletap")],f);let S=class extends y{};s.Press=S,S.__name__="Press",s.Press=S=a([o("press")],S);let D=class extends y{};s.PressUp=D,D.__name__="PressUp",s.PressUp=D=a([o("pressup")],D);let k=class extends y{};s.PanStart=k,k.__name__="PanStart",s.PanStart=k=a([o("panstart")],k);let L=class extends y{};s.PanEnd=L,L.__name__="PanEnd",s.PanEnd=L=a([o("panend")],L);let U=class extends y{};s.PinchStart=U,U.__name__="PinchStart",s.PinchStart=U=a([o("pinchstart")],U);let C=class extends y{};s.PinchEnd=C,C.__name__="PinchEnd",s.PinchEnd=C=a([o("pinchend")],C);let T=class extends y{};s.RotateStart=T,T.__name__="RotateStart",s.RotateStart=T=a([o("rotatestart")],T);let B=class extends y{};s.RotateEnd=B,B.__name__="RotateEnd",s.RotateEnd=B=a([o("rotateend")],B)},
+function _(t,e,n,l,o){
+/*!
+     * jQuery Mousewheel 3.1.13
+     *
+     * Copyright jQuery Foundation and other contributors
+     * Released under the MIT license
+     * http://jquery.org/license
+     */
+function u(t){const e=getComputedStyle(t).fontSize;return null!=e?parseInt(e,10):null}l(),n.getDeltaY=function(t){let e=-t.deltaY;if(t.target instanceof HTMLElement)switch(t.deltaMode){case t.DOM_DELTA_LINE:e*=(n=t.target,null!==(a=null!==(o=u(null!==(l=n.offsetParent)&&void 0!==l?l:document.body))&&void 0!==o?o:u(n))&&void 0!==a?a:16);break;case t.DOM_DELTA_PAGE:e*=function(t){return t.clientHeight}(t.target)}var n,l,o,a;return e}},
+function _(m,o,n,r,a){r(),a("Expression",m(254).Expression),a("CustomJSExpr",m(255).CustomJSExpr),a("Stack",m(256).Stack),a("CumSum",m(257).CumSum),a("ScalarExpression",m(254).ScalarExpression),a("Minimum",m(258).Minimum),a("Maximum",m(259).Maximum);var s=m(260);a("XComponent",s.XComponent),a("YComponent",s.YComponent),a("PolarTransform",m(261).PolarTransform)},
+function _(e,t,s,i,r){i();const n=e(53);class _ extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}v_compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._v_compute(e),this._result.set(e,t)),t}}s.Expression=_,_.__name__="Expression";class o extends n.Model{constructor(e){super(e)}initialize(){super.initialize(),this._result=new Map}compute(e){let t=this._result.get(e);return(void 0===t||e.changed_for(this))&&(t=this._compute(e),this._result.set(e,t)),t}}s.ScalarExpression=o,o.__name__="ScalarExpression"},
+function _(e,s,t,n,r){var a;n();const o=e(14),c=e(254),i=e(24),u=e(9),l=e(13),h=e(34),g=e(8);class p extends c.Expression{constructor(e){super(e)}connect_signals(){super.connect_signals();for(const e of(0,l.values)(this.args))e instanceof o.HasProps&&e.change.connect((()=>{this._result.clear(),this.change.emit()}))}get names(){return(0,l.keys)(this.args)}get values(){return(0,l.values)(this.args)}get func(){const e=(0,h.use_strict)(this.code);return new i.GeneratorFunction(...this.names,e)}_v_compute(e){const s=this.func.apply(e,this.values);let t=s.next();if(t.done&&void 0!==t.value){const{value:s}=t;return(0,g.isArray)(s)||(0,g.isTypedArray)(s)?s:(0,g.isIterable)(s)?[...s]:(0,u.repeat)(s,e.length)}{const e=[];do{e.push(t.value),t=s.next()}while(!t.done);return e}}}t.CustomJSExpr=p,a=p,p.__name__="CustomJSExpr",a.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(t,n,e,o,r){var s;o();const a=t(254);class c extends a.Expression{constructor(t){super(t)}_v_compute(t){var n;const e=null!==(n=t.get_length())&&void 0!==n?n:0,o=new Float64Array(e);for(const n of this.fields){const r=t.data[n];if(null!=r){const t=Math.min(e,r.length);for(let n=0;n<t;n++)o[n]+=r[n]}}return o}}e.Stack=c,s=c,c.__name__="Stack",s.define((({String:t,Array:n})=>({fields:[n(t),[]]})))},
+function _(e,n,t,o,r){var i;o();const l=e(254);class u extends l.Expression{constructor(e){super(e)}_v_compute(e){var n;const t=new Float64Array(null!==(n=e.get_length())&&void 0!==n?n:0),o=e.data[this.field],r=this.include_zero?1:0;t[0]=this.include_zero?0:o[0];for(let e=1;e<t.length;e++)t[e]=t[e-1]+o[e-r];return t}}t.CumSum=u,i=u,u.__name__="CumSum",i.define((({Boolean:e,String:n})=>({field:[n],include_zero:[e,!1]})))},
+function _(i,n,l,t,e){var a;t();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var n,l;const t=null!==(n=i.data[this.field])&&void 0!==n?n:[];return Math.min(null!==(l=this.initial)&&void 0!==l?l:1/0,(0,r.min)(t))}}l.Minimum=s,a=s,s.__name__="Minimum",a.define((({Number:i,String:n,Nullable:l})=>({field:[n],initial:[l(i),null]})))},
+function _(i,a,n,l,t){var e;l();const u=i(254),r=i(9);class s extends u.ScalarExpression{constructor(i){super(i)}_compute(i){var a,n;const l=null!==(a=i.data[this.field])&&void 0!==a?a:[];return Math.max(null!==(n=this.initial)&&void 0!==n?n:-1/0,(0,r.max)(l))}}n.Maximum=s,e=s,s.__name__="Maximum",e.define((({Number:i,String:a,Nullable:n})=>({field:[a],initial:[n(i),null]})))},
+function _(n,e,t,o,r){var s;o();const _=n(254);class m extends _.Expression{constructor(n){super(n)}get x(){return new c({transform:this})}get y(){return new u({transform:this})}}t.CoordinateTransform=m,m.__name__="CoordinateTransform";class a extends _.Expression{constructor(n){super(n)}}t.XYComponent=a,s=a,a.__name__="XYComponent",s.define((({Ref:n})=>({transform:[n(m)]})));class c extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).x}}t.XComponent=c,c.__name__="XComponent";class u extends a{constructor(n){super(n)}_v_compute(n){return this.transform.v_compute(n).y}}t.YComponent=u,u.__name__="YComponent"},
+function _(r,t,n,e,o){e();const i=r(1);var a;const s=r(260),c=r(20),l=(0,i.__importStar)(r(18));class d extends s.CoordinateTransform{constructor(r){super(r)}_v_compute(r){const t=this.properties.radius.uniform(r),n=this.properties.angle.uniform(r),e="anticlock"==this.direction?-1:1,o=Math.min(t.length,n.length),i=new Float64Array(o),a=new Float64Array(o);for(let r=0;r<o;r++){const o=t.get(r),s=n.get(r)*e;i[r]=o*Math.cos(s),a[r]=o*Math.sin(s)}return{x:i,y:a}}}n.PolarTransform=d,a=d,d.__name__="PolarTransform",a.define((({})=>({radius:[l.DistanceSpec,{field:"radius"}],angle:[l.AngleSpec,{field:"angle"}],direction:[c.Direction,"anticlock"]})))},
+function _(e,t,l,r,i){r(),i("BooleanFilter",e(263).BooleanFilter),i("CustomJSFilter",e(264).CustomJSFilter),i("Filter",e(191).Filter),i("GroupFilter",e(265).GroupFilter),i("IndexFilter",e(266).IndexFilter)},
+function _(e,n,l,o,s){var t;o();const a=e(191),r=e(24);class c extends a.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{booleans:l}=this;return null==l?r.Indices.all_set(n):r.Indices.from_booleans(n,l)}}l.BooleanFilter=c,t=c,c.__name__="BooleanFilter",t.define((({Boolean:e,Array:n,Nullable:l})=>({booleans:[l(n(e)),null]})))},
+function _(e,n,r,s,t){var i;s();const o=e(191),c=e(24),u=e(13),a=e(8),l=e(34);class f extends o.Filter{constructor(e){super(e)}get names(){return(0,u.keys)(this.args)}get values(){return(0,u.values)(this.args)}get func(){const e=(0,l.use_strict)(this.code);return new Function(...this.names,"source",e)}compute_indices(e){const n=e.length,r=this.func(...this.values,e);if(null==r)return c.Indices.all_set(n);if((0,a.isArrayOf)(r,a.isInteger))return c.Indices.from_indices(n,r);if((0,a.isArrayOf)(r,a.isBoolean))return c.Indices.from_booleans(n,r);throw new Error(`expect an array of integers or booleans, or null, got ${r}`)}}r.CustomJSFilter=f,i=f,f.__name__="CustomJSFilter",i.define((({Unknown:e,String:n,Dict:r})=>({args:[r(e),{}],code:[n,""]})))},
+function _(n,e,t,o,r){var u;o();const s=n(191),c=n(24),i=n(19);class l extends s.Filter{constructor(n){super(n)}compute_indices(n){const e=n.get_column(this.column_name);if(null==e)return i.logger.warn(`${this}: groupby column '${this.column_name}' not found in the data source`),new c.Indices(n.length,1);{const t=new c.Indices(n.length);for(let n=0;n<t.size;n++)e[n]===this.group&&t.set(n);return t}}}t.GroupFilter=l,u=l,l.__name__="GroupFilter",u.define((({String:n})=>({column_name:[n],group:[n]})))},
+function _(e,n,i,s,t){var l;s();const c=e(191),r=e(24);class d extends c.Filter{constructor(e){super(e)}compute_indices(e){const n=e.length,{indices:i}=this;return null==i?r.Indices.all_set(n):r.Indices.from_indices(n,i)}}i.IndexFilter=d,l=d,d.__name__="IndexFilter",l.define((({Int:e,Array:n,Nullable:i})=>({indices:[i(n(e)),null]})))},
+function _(e,a,l,i,t){i(),t("AnnularWedge",e(268).AnnularWedge),t("Annulus",e(269).Annulus),t("Arc",e(270).Arc),t("Bezier",e(271).Bezier),t("Circle",e(272).Circle),t("Ellipse",e(273).Ellipse),t("EllipseOval",e(274).EllipseOval),t("Glyph",e(179).Glyph),t("HArea",e(187).HArea),t("HBar",e(276).HBar),t("HexTile",e(278).HexTile),t("Image",e(279).Image),t("ImageRGBA",e(281).ImageRGBA),t("ImageURL",e(282).ImageURL),t("Line",e(177).Line),t("MultiLine",e(283).MultiLine),t("MultiPolygons",e(284).MultiPolygons),t("Oval",e(285).Oval),t("Patch",e(186).Patch),t("Patches",e(286).Patches),t("Quad",e(287).Quad),t("Quadratic",e(288).Quadratic),t("Ray",e(289).Ray),t("Rect",e(290).Rect),t("Scatter",e(291).Scatter),t("Segment",e(294).Segment),t("Spline",e(295).Spline),t("Step",e(297).Step),t("Text",e(298).Text),t("VArea",e(189).VArea),t("VBar",e(299).VBar),t("Wedge",e(300).Wedge)},
+function _(e,s,t,i,r){i();const n=e(1);var a;const _=e(178),o=e(184),d=e(48),u=e(24),h=e(20),c=(0,n.__importStar)(e(18)),l=e(10),g=e(72),p=e(12);class x extends _.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,u.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,u.to_screen)(this.outer_radius),this.max_souter_radius=(0,p.max)(this.souter_radius)}_render(e,s,t){const{sx:i,sy:r,start_angle:n,end_angle:a,sinner_radius:_,souter_radius:o}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],u=r[t],h=_[t],c=o[t],l=n.get(t),g=a.get(t);if(!isFinite(s+u+h+c+l+g))continue;const p=g-l;e.translate(s,u),e.rotate(l),e.beginPath(),e.moveTo(c,0),e.arc(0,0,c,0,p,d),e.rotate(p),e.lineTo(h,0),e.arc(0,0,h,0,-p,!d),e.closePath(),e.rotate(-p-l),e.translate(-s,-u),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t)}}_hit_point(e){const{sx:s,sy:t}=e,i=this.renderer.xscale.invert(s),r=this.renderer.yscale.invert(t),n=s-this.max_souter_radius,a=s+this.max_souter_radius,[_,o]=this.renderer.xscale.r_invert(n,a),d=t-this.max_souter_radius,u=t+this.max_souter_radius,[h,c]=this.renderer.yscale.r_invert(d,u),p=[];for(const e of this.index.indices({x0:_,x1:o,y0:h,y1:c})){const s=this.souter_radius[e]**2,t=this.sinner_radius[e]**2,[n,a]=this.renderer.xscale.r_compute(i,this._x[e]),[_,o]=this.renderer.yscale.r_compute(r,this._y[e]),d=(n-a)**2+(_-o)**2;d<=s&&d>=t&&p.push(e)}const x="anticlock"==this.model.direction,m=[];for(const e of p){const i=Math.atan2(t-this.sy[e],s-this.sx[e]);(0,l.angle_between)(-i,-this.start_angle.get(e),-this.end_angle.get(e),x)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,o.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=(this.sinner_radius[e]+this.souter_radius[e])/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.AnnularWedgeView=x,x.__name__="AnnularWedgeView";class m extends _.XYGlyph{constructor(e){super(e)}}t.AnnularWedge=m,a=m,m.__name__="AnnularWedge",a.prototype.default_view=x,a.mixins([d.LineVector,d.FillVector,d.HatchVector]),a.define((({})=>({direction:[h.Direction,"anticlock"],inner_radius:[c.DistanceSpec,{field:"inner_radius"}],outer_radius:[c.DistanceSpec,{field:"outer_radius"}],start_angle:[c.AngleSpec,{field:"start_angle"}],end_angle:[c.AngleSpec,{field:"end_angle"}]})))},
+function _(s,e,i,r,t){r();const n=s(1);var a;const u=s(178),o=s(24),_=s(48),d=(0,n.__importStar)(s(18)),h=s(27),c=s(72);class l extends u.XYGlyphView{_map_data(){"data"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this.inner_radius):this.sinner_radius=(0,o.to_screen)(this.inner_radius),"data"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this.outer_radius):this.souter_radius=(0,o.to_screen)(this.outer_radius)}_render(s,e,i){const{sx:r,sy:t,sinner_radius:n,souter_radius:a}=null!=i?i:this;for(const i of e){const e=r[i],u=t[i],o=n[i],_=a[i];if(isFinite(e+u+o+_)){if(s.beginPath(),h.is_ie)for(const i of[!1,!0])s.moveTo(e,u),s.arc(e,u,o,0,Math.PI,i),s.moveTo(e+_,u),s.arc(e,u,_,Math.PI,0,!i);else s.arc(e,u,o,0,2*Math.PI,!0),s.moveTo(e+_,u),s.arc(e,u,_,2*Math.PI,0,!1);this.visuals.fill.apply(s,i),this.visuals.hatch.apply(s,i),this.visuals.line.apply(s,i)}}}_hit_point(s){const{sx:e,sy:i}=s,r=this.renderer.xscale.invert(e),t=this.renderer.yscale.invert(i);let n,a,u,o;if("data"==this.model.properties.outer_radius.units)n=r-this.max_outer_radius,u=r+this.max_outer_radius,a=t-this.max_outer_radius,o=t+this.max_outer_radius;else{const s=e-this.max_outer_radius,r=e+this.max_outer_radius;[n,u]=this.renderer.xscale.r_invert(s,r);const t=i-this.max_outer_radius,_=i+this.max_outer_radius;[a,o]=this.renderer.yscale.r_invert(t,_)}const _=[];for(const s of this.index.indices({x0:n,x1:u,y0:a,y1:o})){const e=this.souter_radius[s]**2,i=this.sinner_radius[s]**2,[n,a]=this.renderer.xscale.r_compute(r,this._x[s]),[u,o]=this.renderer.yscale.r_compute(t,this._y[s]),d=(n-a)**2+(u-o)**2;d<=e&&d>=i&&_.push(s)}return new c.Selection({indices:_})}draw_legend_for_index(s,{x0:e,y0:i,x1:r,y1:t},n){const a=n+1,u=new Array(a);u[n]=(e+r)/2;const o=new Array(a);o[n]=(i+t)/2;const _=.5*Math.min(Math.abs(r-e),Math.abs(t-i)),d=new Array(a);d[n]=.4*_;const h=new Array(a);h[n]=.8*_,this._render(s,[n],{sx:u,sy:o,sinner_radius:d,souter_radius:h})}}i.AnnulusView=l,l.__name__="AnnulusView";class x extends u.XYGlyph{constructor(s){super(s)}}i.Annulus=x,a=x,x.__name__="Annulus",a.prototype.default_view=l,a.mixins([_.LineVector,_.FillVector,_.HatchVector]),a.define((({})=>({inner_radius:[d.DistanceSpec,{field:"inner_radius"}],outer_radius:[d.DistanceSpec,{field:"outer_radius"}]})))},
+function _(e,i,s,t,n){t();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),_=e(24),o=e(20),u=(0,r.__importStar)(e(18));class h extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,_.to_screen)(this.radius)}_render(e,i,s){if(this.visuals.line.doit){const{sx:t,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=s?s:this,d="anticlock"==this.model.direction;for(const s of i){const i=t[s],l=n[s],_=r[s],o=a.get(s),u=c.get(s);isFinite(i+l+_+o+u)&&(e.beginPath(),e.arc(i,l,_,o,u,d),this.visuals.line.set_vectorize(e,s),e.stroke())}}}draw_legend_for_index(e,i,s){(0,d.generic_line_vector_legend)(this.visuals,e,i,s)}}s.ArcView=h,h.__name__="ArcView";class g extends c.XYGlyph{constructor(e){super(e)}}s.Arc=g,a=g,g.__name__="Arc",a.prototype.default_view=h,a.mixins(l.LineVector),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[u.DistanceSpec,{field:"radius"}],start_angle:[u.AngleSpec,{field:"start_angle"}],end_angle:[u.AngleSpec,{field:"end_angle"}]})))},
+function _(e,t,i,n,s){n();const o=e(1);var c;const r=e(48),a=e(179),_=e(184),d=e(78),l=(0,o.__importStar)(e(18));function x(e,t,i,n,s,o,c,r){const a=[],_=[[],[]];for(let _=0;_<=2;_++){let d,l,x;if(0===_?(l=6*e-12*i+6*s,d=-3*e+9*i-9*s+3*c,x=3*i-3*e):(l=6*t-12*n+6*o,d=-3*t+9*n-9*o+3*r,x=3*n-3*t),Math.abs(d)<1e-12){if(Math.abs(l)<1e-12)continue;const e=-x/l;0<e&&e<1&&a.push(e);continue}const y=l*l-4*x*d,h=Math.sqrt(y);if(y<0)continue;const p=(-l+h)/(2*d);0<p&&p<1&&a.push(p);const f=(-l-h)/(2*d);0<f&&f<1&&a.push(f)}let d=a.length;const l=d;for(;d--;){const l=a[d],x=1-l,y=x*x*x*e+3*x*x*l*i+3*x*l*l*s+l*l*l*c;_[0][d]=y;const h=x*x*x*t+3*x*x*l*n+3*x*l*l*o+l*l*l*r;_[1][d]=h}return _[0][l]=e,_[1][l]=t,_[0][l+1]=c,_[1][l+1]=r,[Math.min(..._[0]),Math.max(..._[1]),Math.max(..._[0]),Math.min(..._[1])]}class y extends a.GlyphView{_project_data(){d.inplace.project_xy(this._x0,this._y0),d.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{data_size:t,_x0:i,_y0:n,_x1:s,_y1:o,_cx0:c,_cy0:r,_cx1:a,_cy1:_}=this;for(let d=0;d<t;d++){const t=i[d],l=n[d],y=s[d],h=o[d],p=c[d],f=r[d],u=a[d],m=_[d];if(isFinite(t+y+l+h+p+f+u+m)){const[i,n,s,o]=x(t,l,y,h,p,f,u,m);e.add_rect(i,n,s,o)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:o,sy1:c,scx0:r,scy0:a,scx1:_,scy1:d}=null!=i?i:this;for(const i of t){const t=n[i],l=s[i],x=o[i],y=c[i],h=r[i],p=a[i],f=_[i],u=d[i];isFinite(t+l+x+y+h+p+f+u)&&(e.beginPath(),e.moveTo(t,l),e.bezierCurveTo(h,p,f,u,x,y),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,_.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.BezierView=y,y.__name__="BezierView";class h extends a.Glyph{constructor(e){super(e)}}i.Bezier=h,c=h,h.__name__="Bezier",c.prototype.default_view=y,c.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx0:[l.XCoordinateSpec,{field:"cx0"}],cy0:[l.YCoordinateSpec,{field:"cy0"}],cx1:[l.XCoordinateSpec,{field:"cx1"}],cy1:[l.YCoordinateSpec,{field:"cy1"}]}))),c.mixins(r.LineVector)},
+function _(s,i,e,t,r){t();const a=s(1);var n;const h=s(178),d=s(48),l=s(24),_=s(20),c=(0,a.__importStar)(s(185)),u=(0,a.__importStar)(s(18)),o=s(9),x=s(12),m=s(72);class p extends h.XYGlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:i}=this.renderer.plot_view.canvas_view;if(null!=i&&i.regl_wrapper.has_webgl){const{CircleGL:e}=await Promise.resolve().then((()=>(0,a.__importStar)(s(423))));this.glglyph=new e(i.regl_wrapper,this)}}get use_radius(){return!(this.radius.is_Scalar()&&isNaN(this.radius.value))}_set_data(s){super._set_data(s);const i=(()=>{if(this.use_radius)return 2*this.max_radius;{const{size:s}=this;return s.is_Scalar()?s.value:(0,x.max)(s.array)}})();this._configure("max_size",{value:i})}_map_data(){if(this.use_radius)if("data"==this.model.properties.radius.units)switch(this.model.radius_dimension){case"x":this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius);break;case"y":this.sradius=this.sdist(this.renderer.yscale,this._y,this.radius);break;case"max":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.max(s,i[e])));break}case"min":{const s=this.sdist(this.renderer.xscale,this._x,this.radius),i=this.sdist(this.renderer.yscale,this._y,this.radius);this.sradius=(0,x.map)(s,((s,e)=>Math.min(s,i[e])));break}}else this.sradius=(0,l.to_screen)(this.radius);else{const s=l.ScreenArray.from(this.size);this.sradius=(0,x.map)(s,(s=>s/2))}}_mask_data(){const{frame:s}=this.renderer.plot_view,i=s.x_target,e=s.y_target;let t,r;return this.use_radius&&"data"==this.model.properties.radius.units?(t=i.map((s=>this.renderer.xscale.invert(s))).widen(this.max_radius),r=e.map((s=>this.renderer.yscale.invert(s))).widen(this.max_radius)):(t=i.widen(this.max_size).map((s=>this.renderer.xscale.invert(s))),r=e.widen(this.max_size).map((s=>this.renderer.yscale.invert(s)))),this.index.indices({x0:t.start,x1:t.end,y0:r.start,y1:r.end})}_render(s,i,e){const{sx:t,sy:r,sradius:a}=null!=e?e:this;for(const e of i){const i=t[e],n=r[e],h=a[e];isFinite(i+n+h)&&(s.beginPath(),s.arc(i,n,h,0,2*Math.PI,!1),this.visuals.fill.apply(s,e),this.visuals.hatch.apply(s,e),this.visuals.line.apply(s,e))}}_hit_point(s){const{sx:i,sy:e}=s,t=this.renderer.xscale.invert(i),r=this.renderer.yscale.invert(e),{hit_dilation:a}=this.model;let n,h,d,l;if(this.use_radius&&"data"==this.model.properties.radius.units)n=t-this.max_radius*a,h=t+this.max_radius*a,d=r-this.max_radius*a,l=r+this.max_radius*a;else{const s=i-this.max_size*a,t=i+this.max_size*a;[n,h]=this.renderer.xscale.r_invert(s,t);const r=e-this.max_size*a,_=e+this.max_size*a;[d,l]=this.renderer.yscale.r_invert(r,_)}const _=this.index.indices({x0:n,x1:h,y0:d,y1:l}),c=[];if(this.use_radius&&"data"==this.model.properties.radius.units)for(const s of _){const i=(this.sradius[s]*a)**2,[e,n]=this.renderer.xscale.r_compute(t,this._x[s]),[h,d]=this.renderer.yscale.r_compute(r,this._y[s]);(e-n)**2+(h-d)**2<=i&&c.push(s)}else for(const s of _){const t=(this.sradius[s]*a)**2;(this.sx[s]-i)**2+(this.sy[s]-e)**2<=t&&c.push(s)}return new m.Selection({indices:c})}_hit_span(s){const{sx:i,sy:e}=s,t=this.bounds();let r,a,n,h;if("h"==s.direction){let s,e;if(n=t.y0,h=t.y1,this.use_radius&&"data"==this.model.properties.radius.units)s=i-this.max_radius,e=i+this.max_radius,[r,a]=this.renderer.xscale.r_invert(s,e);else{const t=this.max_size/2;s=i-t,e=i+t,[r,a]=this.renderer.xscale.r_invert(s,e)}}else{let s,i;if(r=t.x0,a=t.x1,this.use_radius&&"data"==this.model.properties.radius.units)s=e-this.max_radius,i=e+this.max_radius,[n,h]=this.renderer.yscale.r_invert(s,i);else{const t=this.max_size/2;s=e-t,i=e+t,[n,h]=this.renderer.yscale.r_invert(s,i)}}const d=[...this.index.indices({x0:r,x1:a,y0:n,y1:h})];return new m.Selection({indices:d})}_hit_rect(s){const{sx0:i,sx1:e,sy0:t,sy1:r}=s,[a,n]=this.renderer.xscale.r_invert(i,e),[h,d]=this.renderer.yscale.r_invert(t,r),l=[...this.index.indices({x0:a,x1:n,y0:h,y1:d})];return new m.Selection({indices:l})}_hit_poly(s){const{sx:i,sy:e}=s,t=(0,o.range)(0,this.sx.length),r=[];for(let s=0,a=t.length;s<a;s++){const a=t[s];c.point_in_poly(this.sx[s],this.sy[s],i,e)&&r.push(a)}return new m.Selection({indices:r})}draw_legend_for_index(s,{x0:i,y0:e,x1:t,y1:r},a){const n=a+1,h=new Array(n);h[a]=(i+t)/2;const d=new Array(n);d[a]=(e+r)/2;const l=new Array(n);l[a]=.2*Math.min(Math.abs(t-i),Math.abs(r-e)),this._render(s,[a],{sx:h,sy:d,sradius:l})}}e.CircleView=p,p.__name__="CircleView";class y extends h.XYGlyph{constructor(s){super(s)}}e.Circle=y,n=y,y.__name__="Circle",n.prototype.default_view=p,n.mixins([d.LineVector,d.FillVector,d.HatchVector]),n.define((({Number:s})=>({angle:[u.AngleSpec,0],size:[u.ScreenSizeSpec,{value:4}],radius:[u.NullDistanceSpec,null],radius_dimension:[_.RadiusDimension,"x"],hit_dilation:[s,1]})))},
+function _(e,l,s,i,_){var p;i();const t=e(274);class a extends t.EllipseOvalView{}s.EllipseView=a,a.__name__="EllipseView";class n extends t.EllipseOval{constructor(e){super(e)}}s.Ellipse=n,p=n,n.__name__="Ellipse",p.prototype.default_view=a},
+function _(t,s,e,i,h){i();const n=t(1),r=t(275),a=(0,n.__importStar)(t(185)),l=t(24),_=t(72),o=(0,n.__importStar)(t(18));class d extends r.CenterRotatableView{_map_data(){"data"==this.model.properties.width.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"):this.sw=(0,l.to_screen)(this.width),"data"==this.model.properties.height.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"):this.sh=(0,l.to_screen)(this.height)}_render(t,s,e){const{sx:i,sy:h,sw:n,sh:r,angle:a}=null!=e?e:this;for(const e of s){const s=i[e],l=h[e],_=n[e],o=r[e],d=a.get(e);isFinite(s+l+_+o+d)&&(t.beginPath(),t.ellipse(s,l,_/2,o/2,d,0,2*Math.PI),this.visuals.fill.apply(t,e),this.visuals.hatch.apply(t,e),this.visuals.line.apply(t,e))}}_hit_point(t){let s,e,i,h,n,r,l,o,d;const{sx:c,sy:p}=t,w=this.renderer.xscale.invert(c),x=this.renderer.yscale.invert(p);"data"==this.model.properties.width.units?(s=w-this.max_width,e=w+this.max_width):(r=c-this.max_width,l=c+this.max_width,[s,e]=this.renderer.xscale.r_invert(r,l)),"data"==this.model.properties.height.units?(i=x-this.max_height,h=x+this.max_height):(o=p-this.max_height,d=p+this.max_height,[i,h]=this.renderer.yscale.r_invert(o,d));const m=this.index.indices({x0:s,x1:e,y0:i,y1:h}),y=[];for(const t of m)n=a.point_in_ellipse(c,p,this.angle.get(t),this.sh[t]/2,this.sw[t]/2,this.sx[t],this.sy[t]),n&&y.push(t);return new _.Selection({indices:y})}draw_legend_for_index(t,{x0:s,y0:e,x1:i,y1:h},n){const r=n+1,a=new Array(r);a[n]=(s+i)/2;const l=new Array(r);l[n]=(e+h)/2;const _=this.sw[n]/this.sh[n],d=.8*Math.min(Math.abs(i-s),Math.abs(h-e)),c=new Array(r),p=new Array(r);_>1?(c[n]=d,p[n]=d/_):(c[n]=d*_,p[n]=d);const w=new o.UniformScalar(0,r);this._render(t,[n],{sx:a,sy:l,sw:c,sh:p,angle:w})}}e.EllipseOvalView=d,d.__name__="EllipseOvalView";class c extends r.CenterRotatable{constructor(t){super(t)}}e.EllipseOval=c,c.__name__="EllipseOval"},
+function _(e,t,i,a,n){a();const s=e(1);var r;const h=e(178),o=e(48),_=(0,s.__importStar)(e(18));class c extends h.XYGlyphView{get max_w2(){return"data"==this.model.properties.width.units?this.max_width/2:0}get max_h2(){return"data"==this.model.properties.height.units?this.max_height/2:0}_bounds({x0:e,x1:t,y0:i,y1:a}){const{max_w2:n,max_h2:s}=this;return{x0:e-n,x1:t+n,y0:i-s,y1:a+s}}}i.CenterRotatableView=c,c.__name__="CenterRotatableView";class l extends h.XYGlyph{constructor(e){super(e)}}i.CenterRotatable=l,r=l,l.__name__="CenterRotatable",r.mixins([o.LineVector,o.FillVector,o.HatchVector]),r.define((({})=>({angle:[_.AngleSpec,0],width:[_.DistanceSpec,{field:"width"}],height:[_.DistanceSpec,{field:"height"}]})))},
+function _(t,e,s,i,r){i();const h=t(1);var a;const n=t(277),_=t(24),o=(0,h.__importStar)(t(18));class l extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[(this.sleft[t]+this.sright[t])/2,this.sy[t]]}_lrtb(t){const e=this._left[t],s=this._right[t],i=this._y[t],r=this.height.get(t)/2;return[Math.min(e,s),Math.max(e,s),i+r,i-r]}_map_data(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this.height,"center"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);const t=this.sy.length;this.stop=new _.ScreenArray(t),this.sbottom=new _.ScreenArray(t);for(let e=0;e<t;e++)this.stop[e]=this.sy[e]-this.sh[e]/2,this.sbottom[e]=this.sy[e]+this.sh[e]/2;this._clamp_viewport()}}s.HBarView=l,l.__name__="HBarView";class c extends n.Box{constructor(t){super(t)}}s.HBar=c,a=c,c.__name__="HBar",a.prototype.default_view=l,a.define((({})=>({left:[o.XCoordinateSpec,{value:0}],y:[o.YCoordinateSpec,{field:"y"}],height:[o.NumberSpec,{value:1}],right:[o.XCoordinateSpec,{field:"right"}]})))},
+function _(t,e,s,r,i){var n;r();const a=t(48),h=t(179),o=t(184),c=t(72);class _ extends h.GlyphView{get_anchor_point(t,e,s){const r=Math.min(this.sleft[e],this.sright[e]),i=Math.max(this.sright[e],this.sleft[e]),n=Math.min(this.stop[e],this.sbottom[e]),a=Math.max(this.sbottom[e],this.stop[e]);switch(t){case"top_left":return{x:r,y:n};case"top":case"top_center":return{x:(r+i)/2,y:n};case"top_right":return{x:i,y:n};case"bottom_left":return{x:r,y:a};case"bottom":case"bottom_center":return{x:(r+i)/2,y:a};case"bottom_right":return{x:i,y:a};case"left":case"center_left":return{x:r,y:(n+a)/2};case"center":case"center_center":return{x:(r+i)/2,y:(n+a)/2};case"right":case"center_right":return{x:i,y:(n+a)/2}}}_index_data(t){const{min:e,max:s}=Math,{data_size:r}=this;for(let i=0;i<r;i++){const[r,n,a,h]=this._lrtb(i);t.add_rect(e(r,n),e(a,h),s(n,r),s(a,h))}}_render(t,e,s){const{sleft:r,sright:i,stop:n,sbottom:a}=null!=s?s:this;for(const s of e){const e=r[s],h=n[s],o=i[s],c=a[s];isFinite(e+h+o+c)&&(t.beginPath(),t.rect(e,h,o-e,c-h),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s))}}_clamp_viewport(){const t=this.renderer.plot_view.frame.bbox.h_range,e=this.renderer.plot_view.frame.bbox.v_range,s=this.stop.length;for(let r=0;r<s;r++)this.stop[r]=Math.max(this.stop[r],e.start),this.sbottom[r]=Math.min(this.sbottom[r],e.end),this.sleft[r]=Math.max(this.sleft[r],t.start),this.sright[r]=Math.min(this.sright[r],t.end)}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){const{sx:e,sy:s}=t,r=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),n=[...this.index.indices({x0:r,y0:i,x1:r,y1:i})];return new c.Selection({indices:n})}_hit_span(t){const{sx:e,sy:s}=t;let r;if("v"==t.direction){const t=this.renderer.yscale.invert(s),e=this.renderer.plot_view.frame.bbox.h_range,[i,n]=this.renderer.xscale.r_invert(e.start,e.end);r=[...this.index.indices({x0:i,y0:t,x1:n,y1:t})]}else{const t=this.renderer.xscale.invert(e),s=this.renderer.plot_view.frame.bbox.v_range,[i,n]=this.renderer.yscale.r_invert(s.start,s.end);r=[...this.index.indices({x0:t,y0:i,x1:t,y1:n})]}return new c.Selection({indices:r})}draw_legend_for_index(t,e,s){(0,o.generic_area_vector_legend)(this.visuals,t,e,s)}}s.BoxView=_,_.__name__="BoxView";class l extends h.Glyph{constructor(t){super(t)}}s.Box=l,n=l,l.__name__="Box",n.mixins([a.LineVector,a.FillVector,a.HatchVector])},
+function _(e,t,s,i,r){i();const n=e(1);var a;const l=e(179),o=(0,n.__importStar)(e(185)),c=(0,n.__importStar)(e(18)),h=e(48),_=e(20),d=e(78),p=e(184),x=e(72);class y extends l.GlyphView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{HexTileGL:s}=await Promise.resolve().then((()=>(0,n.__importStar)(e(425))));this.glglyph=new s(t.regl_wrapper,this)}}scenterxy(e){return[this.sx[e],this.sy[e]]}_set_data(){const{orientation:e,size:t,aspect_scale:s}=this.model,{q:i,r}=this,n=this.q.length;this._x=new Float64Array(n),this._y=new Float64Array(n);const{_x:a,_y:l}=this,o=Math.sqrt(3);if("pointytop"==e)for(let e=0;e<n;e++){const n=i.get(e),c=r.get(e)/2;a[e]=t*o*(n+c)/s,l[e]=-3*t*c}else for(let e=0;e<n;e++){const n=i.get(e)/2,c=r.get(e);a[e]=3*t*n,l[e]=-t*o*(c+n)*s}}_project_data(){d.inplace.project_xy(this._x,this._y)}_index_data(e){let t=this.model.size,s=Math.sqrt(3)*t/2;"flattop"==this.model.orientation?([s,t]=[t,s],t*=this.model.aspect_scale):s/=this.model.aspect_scale;const{data_size:i}=this;for(let r=0;r<i;r++){const i=this._x[r],n=this._y[r];e.add_rect(i-s,n-t,i+s,n+t)}}map_data(){var e;[this.sx,this.sy]=this.renderer.coordinates.map_to_screen(this._x,this._y),[this.svx,this.svy]=this._get_unscaled_vertices(),null===(e=this.glglyph)||void 0===e||e.set_data_changed()}_get_unscaled_vertices(){const e=this.model.size,t=this.model.aspect_scale;if("pointytop"==this.model.orientation){const s=this.renderer.yscale,i=this.renderer.xscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))/t,a=r/2;return[[0,-n,-n,0,n,n],[r,a,-a,-r,-a,a]]}{const s=this.renderer.xscale,i=this.renderer.yscale,r=Math.abs(s.compute(0)-s.compute(e)),n=Math.sqrt(3)/2*Math.abs(i.compute(0)-i.compute(e))*t,a=r/2;return[[r,a,-a,-r,-a,a],[0,-n,-n,0,n,n]]}}_render(e,t,s){const{sx:i,sy:r,svx:n,svy:a,scale:l}=null!=s?s:this;for(const s of t){const t=i[s],o=r[s],c=l.get(s);if(isFinite(t+o+c)){e.translate(t,o),e.beginPath();for(let t=0;t<6;t++)e.lineTo(n[t]*c,a[t]*c);e.closePath(),e.translate(-t,-o),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),r=this.renderer.yscale.invert(s),n=this.index.indices({x0:i,y0:r,x1:i,y1:r}),a=[];for(const e of n)o.point_in_poly(t-this.sx[e],s-this.sy[e],this.svx,this.svy)&&a.push(e);return new x.Selection({indices:a})}_hit_span(e){const{sx:t,sy:s}=e;let i;if("v"==e.direction){const e=this.renderer.yscale.invert(s),t=this.renderer.plot_view.frame.bbox.h_range,[r,n]=this.renderer.xscale.r_invert(t.start,t.end);i=[...this.index.indices({x0:r,y0:e,x1:n,y1:e})]}else{const e=this.renderer.xscale.invert(t),s=this.renderer.plot_view.frame.bbox.v_range,[r,n]=this.renderer.yscale.r_invert(s.start,s.end);i=[...this.index.indices({x0:e,y0:r,x1:e,y1:n})]}return new x.Selection({indices:i})}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:r}=e,[n,a]=this.renderer.xscale.r_invert(t,s),[l,o]=this.renderer.yscale.r_invert(i,r),c=[...this.index.indices({x0:n,x1:a,y0:l,y1:o})];return new x.Selection({indices:c})}draw_legend_for_index(e,t,s){(0,p.generic_area_vector_legend)(this.visuals,e,t,s)}}s.HexTileView=y,y.__name__="HexTileView";class u extends l.Glyph{constructor(e){super(e)}}s.HexTile=u,a=u,u.__name__="HexTile",a.prototype.default_view=y,a.mixins([h.LineVector,h.FillVector,h.HatchVector]),a.define((({Number:e})=>({r:[c.NumberSpec,{field:"r"}],q:[c.NumberSpec,{field:"q"}],scale:[c.NumberSpec,1],size:[e,1],aspect_scale:[e,1],orientation:[_.HexTileOrientation,"pointytop"]}))),a.override({line_color:null})},
+function _(e,a,t,_,r){var n;_();const s=e(280),o=e(173),i=e(201);class p extends s.ImageBaseView{connect_signals(){super.connect_signals(),this.connect(this.model.color_mapper.change,(()=>this._update_image()))}_update_image(){null!=this.image_data&&(this._set_data(null),this.renderer.request_render())}_flat_img_to_buf8(e){return this.model.color_mapper.rgba_mapper.v_compute(e)}}t.ImageView=p,p.__name__="ImageView";class m extends s.ImageBase{constructor(e){super(e)}}t.Image=m,n=m,m.__name__="Image",n.prototype.default_view=p,n.define((({Ref:e})=>({color_mapper:[e(o.ColorMapper),()=>new i.LinearColorMapper({palette:["#000000","#252525","#525252","#737373","#969696","#bdbdbd","#d9d9d9","#f0f0f0","#ffffff"]})]})))},
+function _(e,t,i,s,a){s();const h=e(1);var n;const r=e(178),_=e(24),d=(0,h.__importStar)(e(18)),l=e(72),g=e(9),o=e(29),c=e(11);class m extends r.XYGlyphView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_render(e,t,i){const{image_data:s,sx:a,sy:h,sw:n,sh:r,global_alpha:_}=null!=i?i:this,d=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1);const l=_.is_Scalar();l&&(e.globalAlpha=_.value);for(const i of t){const t=s[i],_=a[i],d=h[i],g=n[i],o=r[i],c=this.global_alpha.get(i);if(null==t||!isFinite(_+d+g+o+c))continue;l||(e.globalAlpha=c);const m=d;e.translate(0,m),e.scale(1,-1),e.translate(0,-m),e.drawImage(t,0|_,0|d,g,o),e.translate(0,m),e.scale(1,-1),e.translate(0,-m)}e.setImageSmoothingEnabled(d)}_set_data(e){this._set_width_heigh_data();for(let t=0,i=this.image.length;t<i;t++){if(null!=e&&e.indexOf(t)<0)continue;const i=this.image.get(t);let s;(0,o.is_NDArray)(i)?((0,c.assert)(2==i.dimension,"expected a 2D array"),s=i,this._height[t]=i.shape[0],this._width[t]=i.shape[1]):(s=(0,g.concat)(i),this._height[t]=i.length,this._width[t]=i[0].length);const a=this._flat_img_to_buf8(s);this._set_image_data_from_buffer(t,a)}}_index_data(e){const{data_size:t}=this;for(let i=0;i<t;i++){const[t,s,a,h]=this._lrtb(i);e.add_rect(t,h,s,a)}}_lrtb(e){const t=this.dw.get(e),i=this.dh.get(e),s=this.renderer.xscale.source_range,a=this._x[e],h=s.is_reversed?a-t:a+t,n=this.renderer.yscale.source_range,r=this._y[e],_=n.is_reversed?r-i:r+i,[d,l]=a<h?[a,h]:[h,a],[g,o]=r<_?[r,_]:[_,r];return[d,l,o,g]}_set_width_heigh_data(){null!=this.image_data&&this.image_data.length==this.image.length||(this.image_data=new Array(this.image.length)),null!=this._width&&this._width.length==this.image.length||(this._width=new Uint32Array(this.image.length)),null!=this._height&&this._height.length==this.image.length||(this._height=new Uint32Array(this.image.length))}_get_or_create_canvas(e){const t=this.image_data[e];if(null!=t&&t.width==this._width[e]&&t.height==this._height[e])return t;{const t=document.createElement("canvas");return t.width=this._width[e],t.height=this._height[e],t}}_set_image_data_from_buffer(e,t){const i=this._get_or_create_canvas(e),s=i.getContext("2d"),a=s.getImageData(0,0,this._width[e],this._height[e]);a.data.set(t),s.putImageData(a,0,0),this.image_data[e]=i}_map_data(){"data"==this.model.properties.dw.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.dw,"edge",this.model.dilate):this.sw=(0,_.to_screen)(this.dw),"data"==this.model.properties.dh.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.dh,"edge",this.model.dilate):this.sh=(0,_.to_screen)(this.dh)}_image_index(e,t,i){const[s,a,h,n]=this._lrtb(e),r=this._width[e],_=this._height[e],d=(a-s)/r,l=(h-n)/_;let g=Math.floor((t-s)/d),o=Math.floor((i-n)/l);return this.renderer.xscale.source_range.is_reversed&&(g=r-g-1),this.renderer.yscale.source_range.is_reversed&&(o=_-o-1),{index:e,dim1:g,dim2:o,flat_index:o*r+g}}_hit_point(e){const{sx:t,sy:i}=e,s=this.renderer.xscale.invert(t),a=this.renderer.yscale.invert(i),h=this.index.indices({x0:s,x1:s,y0:a,y1:a}),n=new l.Selection;for(const e of h)t!=1/0&&i!=1/0&&n.image_indices.push(this._image_index(e,s,a));return n}}i.ImageBaseView=m,m.__name__="ImageBaseView";class u extends r.XYGlyph{constructor(e){super(e)}}i.ImageBase=u,n=u,u.__name__="ImageBase",n.define((({Boolean:e})=>({image:[d.NDArraySpec,{field:"image"}],dw:[d.DistanceSpec,{field:"dw"}],dh:[d.DistanceSpec,{field:"dh"}],global_alpha:[d.NumberSpec,{value:1}],dilate:[e,!1]})))},
+function _(e,a,t,r,_){var n;r();const s=e(280),m=e(8);class i extends s.ImageBaseView{_flat_img_to_buf8(e){let a;return a=(0,m.isArray)(e)?new Uint32Array(e):e,new Uint8ClampedArray(a.buffer)}}t.ImageRGBAView=i,i.__name__="ImageRGBAView";class g extends s.ImageBase{constructor(e){super(e)}}t.ImageRGBA=g,n=g,g.__name__="ImageRGBA",n.prototype.default_view=i},
+function _(e,t,s,r,a){r();const i=e(1);var n;const o=e(178),c=e(24),_=e(20),h=(0,i.__importStar)(e(18)),l=e(12),d=e(136);class m extends o.XYGlyphView{constructor(){super(...arguments),this._images_rendered=!1,this._set_data_iteration=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.global_alpha.change,(()=>this.renderer.request_render()))}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++)e.add_empty()}_set_data(){this._set_data_iteration++;const e=this.url.length;this.image=new Array(e);const{retry_attempts:t,retry_timeout:s}=this.model,{_set_data_iteration:r}=this;for(let a=0;a<e;a++){const e=this.url.get(a);e&&new d.ImageLoader(e,{loaded:e=>{this._set_data_iteration==r&&(this.image[a]=e,this.renderer.request_render())},attempts:t+1,timeout:s})}const a="data"==this.model.properties.w.units,i="data"==this.model.properties.h.units,n=this._x.length,o=new c.ScreenArray(a?2*n:n),_=new c.ScreenArray(i?2*n:n),{anchor:h}=this.model;function m(e,t){switch(h){case"top_left":case"bottom_left":case"left":case"center_left":return[e,e+t];case"top":case"top_center":case"bottom":case"bottom_center":case"center":case"center_center":return[e-t/2,e+t/2];case"top_right":case"bottom_right":case"right":case"center_right":return[e-t,e]}}function g(e,t){switch(h){case"top_left":case"top":case"top_center":case"top_right":return[e,e-t];case"bottom_left":case"bottom":case"bottom_center":case"bottom_right":return[e+t,e];case"left":case"center_left":case"center":case"center_center":case"right":case"center_right":return[e+t/2,e-t/2]}}if(a)for(let e=0;e<n;e++)[o[e],o[n+e]]=m(this._x[e],this.w.get(e));else o.set(this._x,0);if(i)for(let e=0;e<n;e++)[_[e],_[n+e]]=g(this._y[e],this.h.get(e));else _.set(this._y,0);const[u,p]=(0,l.minmax)(o),[f,b]=(0,l.minmax)(_);this._bounds_rect={x0:u,x1:p,y0:f,y1:b}}has_finished(){return super.has_finished()&&1==this._images_rendered}_map_data(){"data"==this.model.properties.w.units?this.sw=this.sdist(this.renderer.xscale,this._x,this.w,"edge",this.model.dilate):this.sw=(0,c.to_screen)(this.w),"data"==this.model.properties.h.units?this.sh=this.sdist(this.renderer.yscale,this._y,this.h,"edge",this.model.dilate):this.sh=(0,c.to_screen)(this.h)}_render(e,t,s){const{image:r,sx:a,sy:i,sw:n,sh:o,angle:c,global_alpha:_}=null!=s?s:this,{frame:h}=this.renderer.plot_view;e.beginPath(),e.rect(h.bbox.left+1,h.bbox.top+1,h.bbox.width-2,h.bbox.height-2),e.clip();let l=!0;for(const s of t){if(!isFinite(a[s]+i[s]+c.get(s)+_.get(s)))continue;const t=r[s];null!=t?this._render_image(e,s,t,a,i,n,o,c,_):l=!1}l&&!this._images_rendered&&(this._images_rendered=!0,this.notify_finished())}_final_sx_sy(e,t,s,r,a){switch(e){case"top_left":return[t,s];case"top":case"top_center":return[t-r/2,s];case"top_right":return[t-r,s];case"right":case"center_right":return[t-r,s-a/2];case"bottom_right":return[t-r,s-a];case"bottom":case"bottom_center":return[t-r/2,s-a];case"bottom_left":return[t,s-a];case"left":case"center_left":return[t,s-a/2];case"center":case"center_center":return[t-r/2,s-a/2]}}_render_image(e,t,s,r,a,i,n,o,c){isFinite(i[t])||(i[t]=s.width),isFinite(n[t])||(n[t]=s.height);const _=i[t],h=n[t],{anchor:l}=this.model,[d,m]=this._final_sx_sy(l,r[t],a[t],_,h),g=o.get(t),u=c.get(t);e.save(),e.globalAlpha=u;const p=_/2,f=h/2;g?(e.translate(d,m),e.translate(p,f),e.rotate(g),e.translate(-p,-f),e.drawImage(s,0,0,_,h),e.translate(p,f),e.rotate(-g),e.translate(-p,-f),e.translate(-d,-m)):e.drawImage(s,d,m,_,h),e.restore()}bounds(){return this._bounds_rect}}s.ImageURLView=m,m.__name__="ImageURLView";class g extends o.XYGlyph{constructor(e){super(e)}}s.ImageURL=g,n=g,g.__name__="ImageURL",n.prototype.default_view=m,n.define((({Boolean:e,Int:t})=>({url:[h.StringSpec,{field:"url"}],anchor:[_.Anchor,"top_left"],global_alpha:[h.NumberSpec,{value:1}],angle:[h.AngleSpec,0],w:[h.NullDistanceSpec,null],h:[h.NullDistanceSpec,null],dilate:[e,!1],retry_attempts:[t,0],retry_timeout:[t,0]})))},
+function _(e,t,s,i,n){i();const o=e(1);var r;const l=e(78),_=e(48),c=(0,o.__importStar)(e(185)),h=(0,o.__importStar)(e(18)),a=e(12),d=e(13),x=e(179),y=e(184),g=e(72);class p extends x.GlyphView{_project_data(){l.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,o,r,l]=(0,a.minmax2)(t,i);e.add_rect(n,r,o,l)}}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),o=n.get(s),r=Math.min(t.length,o.length);let l=!0;e.beginPath();for(let s=0;s<r;s++){const i=t[s],n=o[s];isFinite(i+n)?l?(e.moveTo(i,n),l=!1):e.lineTo(i,n):l=!0}this.visuals.line.set_vectorize(e,s),e.stroke()}}_hit_point(e){const t={x:e.sx,y:e.sy};let s=9999;const i=new Map;for(let e=0,n=this.sxs.length;e<n;e++){const n=Math.max(2,this.line_width.get(e)/2),o=this.sxs.get(e),r=this.sys.get(e);let l=null;for(let e=0,i=o.length-1;e<i;e++){const i={x:o[e],y:r[e]},_={x:o[e+1],y:r[e+1]},h=c.dist_to_segment(t,i,_);h<n&&h<s&&(s=h,l=[e])}null!=l&&i.set(e,l)}return new g.Selection({indices:[...i.keys()],multiline_indices:(0,d.to_object)(i)})}_hit_span(e){const{sx:t,sy:s}=e;let i,n;"v"==e.direction?(i=this.renderer.yscale.invert(s),n=this._ys):(i=this.renderer.xscale.invert(t),n=this._xs);const o=new Map;for(let e=0,t=n.length;e<t;e++){const t=n.get(e),s=[];for(let e=0,n=t.length-1;e<n;e++)t[e]<=i&&i<=t[e+1]&&s.push(e);s.length>0&&o.set(e,s)}return new g.Selection({indices:[...o.keys()],multiline_indices:(0,d.to_object)(o)})}get_interpolation_hit(e,t,s){const i=this._xs.get(e),n=this._ys.get(e),o=i[t],r=n[t],l=i[t+1],_=n[t+1];return(0,y.line_interpolation)(this.renderer,s,o,r,l,_)}draw_legend_for_index(e,t,s){(0,y.generic_line_vector_legend)(this.visuals,e,t,s)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}s.MultiLineView=p,p.__name__="MultiLineView";class u extends x.Glyph{constructor(e){super(e)}}s.MultiLine=u,r=u,u.__name__="MultiLine",r.prototype.default_view=p,r.define((({})=>({xs:[h.XCoordinateSeqSpec,{field:"xs"}],ys:[h.YCoordinateSeqSpec,{field:"ys"}]}))),r.mixins(_.LineVector)},
+function _(t,e,s,n,i){n();const o=t(1);var r;const l=t(181),h=t(179),a=t(184),_=t(12),c=t(12),d=t(48),x=(0,o.__importStar)(t(185)),y=(0,o.__importStar)(t(18)),f=t(72),g=t(11);class p extends h.GlyphView{_project_data(){}_index_data(t){const{min:e,max:s}=Math,{data_size:n}=this;for(let i=0;i<n;i++){const n=this._xs[i],o=this._ys[i];if(0==n.length||0==o.length){t.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let t=0,i=n.length;t<i;t++){const i=n[t][0],c=o[t][0];if(0!=i.length&&0!=c.length){const[t,n]=(0,_.minmax)(i),[o,d]=(0,_.minmax)(c);r=e(r,t),l=s(l,n),h=e(h,o),a=s(a,d)}}t.add_rect(r,h,l,a)}this._hole_index=this._index_hole_data()}_index_hole_data(){const{min:t,max:e}=Math,{data_size:s}=this,n=new l.SpatialIndex(s);for(let i=0;i<s;i++){const s=this._xs[i],o=this._ys[i];if(0==s.length||0==o.length){n.add_empty();continue}let r=1/0,l=-1/0,h=1/0,a=-1/0;for(let n=0,i=s.length;n<i;n++){const i=s[n],c=o[n];if(i.length>1&&c.length>1)for(let s=1,n=i.length;s<n;s++){const[n,o]=(0,_.minmax)(i[s]),[d,x]=(0,_.minmax)(c[s]);r=t(r,n),l=e(l,o),h=t(h,d),a=e(a,x)}}n.add_rect(r,h,l,a)}return n.finish(),n}_mask_data(){const{x_range:t,y_range:e}=this.renderer.plot_view.frame;return this.index.indices({x0:t.min,x1:t.max,y0:e.min,y1:e.max})}_render(t,e,s){if(this.visuals.fill.doit||this.visuals.line.doit){const{sxs:n,sys:i}=null!=s?s:this;for(const s of e){t.beginPath();const e=n[s],o=i[s],r=Math.min(e.length,o.length);for(let s=0;s<r;s++){const n=e[s],i=o[s],r=Math.min(n.length,i.length);for(let e=0;e<r;e++){const s=n[e],o=i[e],r=Math.min(s.length,o.length);for(let e=0;e<r;e++){const n=s[e],i=o[e];0==e?t.moveTo(n,i):t.lineTo(n,i)}t.closePath()}}this.visuals.fill.apply(t,s,"evenodd"),this.visuals.hatch.apply(t,s,"evenodd"),this.visuals.line.apply(t,s)}}}_hit_rect(t){const{sx0:e,sx1:s,sy0:n,sy1:i}=t,o=[e,s,s,e],r=[n,n,i,i],[l,h]=this.renderer.xscale.r_invert(e,s),[a,_]=this.renderer.yscale.r_invert(n,i),c=this.index.indices({x0:l,x1:h,y0:a,y1:_}),d=[];for(const t of c){const e=this.sxs[t],s=this.sys[t];let n=!0;for(let t=0,i=e.length;t<i;t++){for(let i=0,l=e[t][0].length;i<l;i++){const l=e[t][0][i],h=s[t][0][i];if(!x.point_in_poly(l,h,o,r)){n=!1;break}}if(!n)break}n&&d.push(t)}return new f.Selection({indices:d})}_hit_point(t){const{sx:e,sy:s}=t,n=this.renderer.xscale.invert(e),i=this.renderer.yscale.invert(s),o=this.index.indices({x0:n,y0:i,x1:n,y1:i}),r=this._hole_index.indices({x0:n,y0:i,x1:n,y1:i}),l=[];for(const t of o){const n=this.sxs[t],i=this.sys[t];for(let o=0,h=n.length;o<h;o++){const h=n[o].length;if(x.point_in_poly(e,s,n[o][0],i[o][0]))if(1==h)l.push(t);else if(r.get(t)){if(h>1){let r=!1;for(let t=1;t<h;t++){const l=n[o][t],h=i[o][t];if(x.point_in_poly(e,s,l,h)){r=!0;break}}r||l.push(t)}}else l.push(t)}}return new f.Selection({indices:l})}_get_snap_coord(t){return(0,c.sum)(t)/t.length}scenterxy(t,e,s){if(1==this.sxs[t].length){return[this._get_snap_coord(this.sxs[t][0][0]),this._get_snap_coord(this.sys[t][0][0])]}{const n=this.sxs[t],i=this.sys[t];for(let t=0,o=n.length;t<o;t++)if(x.point_in_poly(e,s,n[t][0],i[t][0])){return[this._get_snap_coord(n[t][0]),this._get_snap_coord(i[t][0])]}}(0,g.unreachable)()}map_data(){const t=this._xs.length;this.sxs=new Array(t),this.sys=new Array(t);for(let e=0;e<t;e++){const t=this._xs[e].length;this.sxs[e]=new Array(t),this.sys[e]=new Array(t);for(let s=0;s<t;s++){const t=this._xs[e][s].length;this.sxs[e][s]=new Array(t),this.sys[e][s]=new Array(t);for(let n=0;n<t;n++){const[t,i]=this.renderer.coordinates.map_to_screen(this._xs[e][s][n],this._ys[e][s][n]);this.sxs[e][s][n]=t,this.sys[e][s][n]=i}}}}draw_legend_for_index(t,e,s){(0,a.generic_area_vector_legend)(this.visuals,t,e,s)}}s.MultiPolygonsView=p,p.__name__="MultiPolygonsView";class m extends h.Glyph{constructor(t){super(t)}}s.MultiPolygons=m,r=m,m.__name__="MultiPolygons",r.prototype.default_view=p,r.define((({})=>({xs:[y.XCoordinateSeqSeqSeqSpec,{field:"xs"}],ys:[y.YCoordinateSeqSeqSeqSpec,{field:"ys"}]}))),r.mixins([d.LineVector,d.FillVector,d.HatchVector])},
+function _(a,e,l,s,_){var t;s();const i=a(274),n=a(12);class p extends i.EllipseOvalView{_map_data(){super._map_data(),(0,n.mul)(this.sw,.75)}}l.OvalView=p,p.__name__="OvalView";class v extends i.EllipseOval{constructor(a){super(a)}}l.Oval=v,t=v,v.__name__="Oval",t.prototype.default_view=p},
+function _(e,t,s,i,n){i();const r=e(1);var a;const o=e(179),c=e(184),_=e(12),h=e(48),l=(0,r.__importStar)(e(185)),d=(0,r.__importStar)(e(18)),y=e(72),p=e(11),x=e(78);class f extends o.GlyphView{_project_data(){x.inplace.project_xy(this._xs.array,this._ys.array)}_index_data(e){const{data_size:t}=this;for(let s=0;s<t;s++){const t=this._xs.get(s),i=this._ys.get(s),[n,r,a,o]=(0,_.minmax2)(t,i);e.add_rect(n,a,r,o)}}_mask_data(){const{x_range:e,y_range:t}=this.renderer.plot_view.frame;return this.index.indices({x0:e.min,x1:e.max,y0:t.min,y1:t.max})}_render(e,t,s){const{sxs:i,sys:n}=null!=s?s:this;for(const s of t){const t=i.get(s),r=n.get(s);let a=!0;e.beginPath();const o=Math.min(t.length,r.length);for(let s=0;s<o;s++){const i=t[s],n=r[s];isFinite(i+n)?a?(e.moveTo(i,n),a=!1):e.lineTo(i,n):(e.closePath(),a=!0)}e.closePath(),this.visuals.fill.apply(e,s),this.visuals.hatch.apply(e,s),this.visuals.line.apply(e,s)}}_hit_rect(e){const{sx0:t,sx1:s,sy0:i,sy1:n}=e,r=[t,s,s,t],a=[i,i,n,n],[o,c]=this.renderer.xscale.r_invert(t,s),[_,h]=this.renderer.yscale.r_invert(i,n),d=this.index.indices({x0:o,x1:c,y0:_,y1:h}),p=[];for(const e of d){const t=this.sxs.get(e),s=this.sys.get(e);let i=!0;for(let e=0,n=t.length;e<n;e++){const n=t[e],o=s[e];if(!l.point_in_poly(n,o,r,a)){i=!1;break}}i&&p.push(e)}return new y.Selection({indices:p})}_hit_point(e){const{sx:t,sy:s}=e,i=this.renderer.xscale.invert(t),n=this.renderer.yscale.invert(s),r=this.index.indices({x0:i,y0:n,x1:i,y1:n}),a=[];for(const e of r){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;for(let o=0,c=0;;c++){if(isNaN(i[c])||c==r){const r=i.subarray(o,c),_=n.subarray(o,c);if(l.point_in_poly(t,s,r,_)){a.push(e);break}o=c+1}if(c==r)break}}return new y.Selection({indices:a})}_get_snap_coord(e){return(0,_.sum)(e)/e.length}scenterxy(e,t,s){const i=this.sxs.get(e),n=this.sys.get(e),r=i.length;let a=!1;for(let e=0,o=0;;o++){const c=isNaN(i[o]);if(a=a||c,o==r&&!a){return[this._get_snap_coord(i),this._get_snap_coord(n)]}if(c||o==r){const r=i.subarray(e,o),a=n.subarray(e,o);if(l.point_in_poly(t,s,r,a)){return[this._get_snap_coord(r),this._get_snap_coord(a)]}e=o+1}if(o==r)break}(0,p.unreachable)()}draw_legend_for_index(e,t,s){(0,c.generic_area_vector_legend)(this.visuals,e,t,s)}}s.PatchesView=f,f.__name__="PatchesView";class g extends o.Glyph{constructor(e){super(e)}}s.Patches=g,a=g,g.__name__="Patches",a.prototype.default_view=f,a.define((({})=>({xs:[d.XCoordinateSeqSpec,{field:"xs"}],ys:[d.YCoordinateSeqSpec,{field:"ys"}]}))),a.mixins([h.LineVector,h.FillVector,h.HatchVector])},
+function _(t,e,i,o,r){o();const s=t(1);var a;const n=t(277),l=(0,s.__importStar)(t(18));class _ extends n.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:i}=await Promise.resolve().then((()=>(0,s.__importStar)(t(427))));this.glglyph=new i(e.regl_wrapper,this)}}scenterxy(t){return[this.sleft[t]/2+this.sright[t]/2,this.stop[t]/2+this.sbottom[t]/2]}_lrtb(t){return[this._left[t],this._right[t],this._top[t],this._bottom[t]]}}i.QuadView=_,_.__name__="QuadView";class p extends n.Box{constructor(t){super(t)}}i.Quad=p,a=p,p.__name__="Quad",a.prototype.default_view=_,a.define((({})=>({right:[l.XCoordinateSpec,{field:"right"}],bottom:[l.YCoordinateSpec,{field:"bottom"}],left:[l.XCoordinateSpec,{field:"left"}],top:[l.YCoordinateSpec,{field:"top"}]})))},
+function _(e,t,i,n,s){n();const c=e(1);var o;const r=e(48),a=e(78),_=e(179),d=e(184),l=(0,c.__importStar)(e(18));function x(e,t,i){if(t==(e+i)/2)return[e,i];{const n=(e-t)/(e-2*t+i),s=e*(1-n)**2+2*t*(1-n)*n+i*n**2;return[Math.min(e,i,s),Math.max(e,i,s)]}}class y extends _.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{_x0:t,_x1:i,_y0:n,_y1:s,_cx:c,_cy:o,data_size:r}=this;for(let a=0;a<r;a++){const r=t[a],_=i[a],d=n[a],l=s[a],y=c[a],p=o[a];if(isFinite(r+_+d+l+y+p)){const[t,i]=x(r,y,_),[n,s]=x(d,p,l);e.add_rect(t,n,i,s)}else e.add_empty()}}_render(e,t,i){if(this.visuals.line.doit){const{sx0:n,sy0:s,sx1:c,sy1:o,scx:r,scy:a}=null!=i?i:this;for(const i of t){const t=n[i],_=s[i],d=c[i],l=o[i],x=r[i],y=a[i];isFinite(t+_+d+l+x+y)&&(e.beginPath(),e.moveTo(t,_),e.quadraticCurveTo(x,y,d,l),this.visuals.line.set_vectorize(e,i),e.stroke())}}}draw_legend_for_index(e,t,i){(0,d.generic_line_vector_legend)(this.visuals,e,t,i)}scenterxy(){throw new Error(`${this}.scenterxy() is not implemented`)}}i.QuadraticView=y,y.__name__="QuadraticView";class p extends _.Glyph{constructor(e){super(e)}}i.Quadratic=p,o=p,p.__name__="Quadratic",o.prototype.default_view=y,o.define((({})=>({x0:[l.XCoordinateSpec,{field:"x0"}],y0:[l.YCoordinateSpec,{field:"y0"}],x1:[l.XCoordinateSpec,{field:"x1"}],y1:[l.YCoordinateSpec,{field:"y1"}],cx:[l.XCoordinateSpec,{field:"cx"}],cy:[l.YCoordinateSpec,{field:"cy"}]}))),o.mixins(r.LineVector)},
+function _(e,t,s,i,n){i();const l=e(1);var a;const r=e(178),o=e(184),h=e(48),_=e(24),c=(0,l.__importStar)(e(18));class g extends r.XYGlyphView{_map_data(){"data"==this.model.properties.length.units?this.slength=this.sdist(this.renderer.xscale,this._x,this.length):this.slength=(0,_.to_screen)(this.length);const{width:e,height:t}=this.renderer.plot_view.frame.bbox,s=2*(e+t),{slength:i}=this;for(let e=0,t=i.length;e<t;e++)0==i[e]&&(i[e]=s)}_render(e,t,s){const{sx:i,sy:n,slength:l,angle:a}=null!=s?s:this;if(this.visuals.line.doit)for(const s of t){const t=i[s],r=n[s],o=a.get(s),h=l[s];isFinite(t+r+o+h)&&(e.translate(t,r),e.rotate(o),e.beginPath(),e.moveTo(0,0),e.lineTo(h,0),this.visuals.line.set_vectorize(e,s),e.stroke(),e.rotate(-o),e.translate(-t,-r))}}draw_legend_for_index(e,t,s){(0,o.generic_line_vector_legend)(this.visuals,e,t,s)}}s.RayView=g,g.__name__="RayView";class d extends r.XYGlyph{constructor(e){super(e)}}s.Ray=d,a=d,d.__name__="Ray",a.prototype.default_view=g,a.mixins(h.LineVector),a.define((({})=>({length:[c.DistanceSpec,0],angle:[c.AngleSpec,0]})))},
+function _(t,e,s,i,r){var n,h=this&&this.__createBinding||(Object.create?function(t,e,s,i){void 0===i&&(i=s),Object.defineProperty(t,i,{enumerable:!0,get:function(){return e[s]}})}:function(t,e,s,i){void 0===i&&(i=s),t[i]=e[s]}),a=this&&this.__setModuleDefault||(Object.create?function(t,e){Object.defineProperty(t,"default",{enumerable:!0,value:e})}:function(t,e){t.default=e}),l=this&&this.__importStar||function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var s in t)"default"!==s&&Object.prototype.hasOwnProperty.call(t,s)&&h(e,t,s);return a(e,t),e};i();const o=t(275),c=t(184),_=t(24),d=t(12),f=t(72);class y extends o.CenterRotatableView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null==e?void 0:e.regl_wrapper.has_webgl){const{RectGL:s}=await Promise.resolve().then((()=>l(t(429))));this.glglyph=new s(e.regl_wrapper,this)}}_map_data(){if("data"==this.model.properties.width.units)[this.sw,this.sx0]=this._map_dist_corner_for_data_side_length(this._x,this.width,this.renderer.xscale);else{this.sw=(0,_.to_screen)(this.width);const t=this.sx.length;this.sx0=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sx0[e]=this.sx[e]-this.sw[e]/2}if("data"==this.model.properties.height.units)[this.sh,this.sy1]=this._map_dist_corner_for_data_side_length(this._y,this.height,this.renderer.yscale);else{this.sh=(0,_.to_screen)(this.height);const t=this.sy.length;this.sy1=new _.ScreenArray(t);for(let e=0;e<t;e++)this.sy1[e]=this.sy[e]-this.sh[e]/2}const t=this.sw.length;this.ssemi_diag=new _.ScreenArray(t);for(let e=0;e<t;e++)this.ssemi_diag[e]=Math.sqrt(this.sw[e]/2*this.sw[e]/2+this.sh[e]/2*this.sh[e]/2)}_render(t,e,s){const{sx:i,sy:r,sx0:n,sy1:h,sw:a,sh:l,angle:o}=null!=s?s:this;for(const s of e){const e=i[s],c=r[s],_=n[s],d=h[s],f=a[s],y=l[s],u=o.get(s);isFinite(e+c+_+d+f+y+u)&&(0!=f&&0!=y&&(t.beginPath(),u?(t.translate(e,c),t.rotate(u),t.rect(-f/2,-y/2,f,y),t.rotate(-u),t.translate(-e,-c)):t.rect(_,d,f,y),this.visuals.fill.apply(t,s),this.visuals.hatch.apply(t,s),this.visuals.line.apply(t,s)))}}_hit_rect(t){return this._hit_rect_against_index(t)}_hit_point(t){let{sx:e,sy:s}=t;const i=this.renderer.xscale.invert(e),r=this.renderer.yscale.invert(s),n=this.sx0.length,h=new _.ScreenArray(n);for(let t=0;t<n;t++)h[t]=this.sx0[t]+this.sw[t]/2;const a=new _.ScreenArray(n);for(let t=0;t<n;t++)a[t]=this.sy1[t]+this.sh[t]/2;const l=(0,d.max)(this._ddist(0,h,this.ssemi_diag)),o=(0,d.max)(this._ddist(1,a,this.ssemi_diag)),c=i-l,y=i+l,u=r-o,w=r+o;let g,p;const x=[];for(const t of this.index.indices({x0:c,x1:y,y0:u,y1:w})){const i=this.angle.get(t);if(i){const r=Math.sin(-i),n=Math.cos(-i),h=n*(e-this.sx[t])-r*(s-this.sy[t])+this.sx[t],a=r*(e-this.sx[t])+n*(s-this.sy[t])+this.sy[t];e=h,s=a,g=Math.abs(this.sx[t]-e)<=this.sw[t]/2,p=Math.abs(this.sy[t]-s)<=this.sh[t]/2}else{const i=e-this.sx0[t],r=s-this.sy1[t];g=0<=i&&i<=this.sw[t],p=0<=r&&r<=this.sh[t]}g&&p&&x.push(t)}return new f.Selection({indices:x})}_map_dist_corner_for_data_side_length(t,e,s){const i=t.length,r=new Float64Array(i),n=new Float64Array(i);for(let s=0;s<i;s++){const i=t[s],h=e.get(s)/2;r[s]=i-h,n[s]=i+h}const h=s.v_compute(r),a=s.v_compute(n),l=this.sdist(s,r,e,"edge",this.model.dilate);let o=h;for(let t=0;t<i;t++){const e=h[t],s=a[t];if(!isNaN(e+s)&&e!=s){o=e<s?h:a;break}}return[l,o]}_ddist(t,e,s){const i=(0,_.infer_type)(e,s),r=0==t?this.renderer.xscale:this.renderer.yscale,n=e,h=n.length,a=new i(h);for(let t=0;t<h;t++)a[t]=n[t]+s[t];const l=r.v_invert(n),o=r.v_invert(a),c=l.length,d=new i(c);for(let t=0;t<c;t++)d[t]=Math.abs(o[t]-l[t]);return d}draw_legend_for_index(t,e,s){(0,c.generic_area_vector_legend)(this.visuals,t,e,s)}}s.RectView=y,y.__name__="RectView";class u extends o.CenterRotatable{constructor(t){super(t)}}s.Rect=u,n=u,u.__name__="Rect",n.prototype.default_view=y,n.define((({Boolean:t})=>({dilate:[t,!1]})))},
+function _(e,t,r,a,s){a();const i=e(1);var n;const l=e(292),_=e(293),c=(0,i.__importStar)(e(18));class o extends l.MarkerView{async lazy_initialize(){await super.lazy_initialize();const{webgl:t}=this.renderer.plot_view.canvas_view;if(null!=t&&t.regl_wrapper.has_webgl){const{MultiMarkerGL:r}=await Promise.resolve().then((()=>(0,i.__importStar)(e(428))));this.glglyph=new r(t.regl_wrapper,this)}}_render(e,t,r){const{sx:a,sy:s,size:i,angle:n,marker:l}=null!=r?r:this;for(const r of t){const t=a[r],c=s[r],o=i.get(r),g=n.get(r),w=l.get(r);if(!isFinite(t+c+o+g)||null==w)continue;const p=o/2;e.beginPath(),e.translate(t,c),g&&e.rotate(g),_.marker_funcs[w](e,r,p,this.visuals),g&&e.rotate(-g),e.translate(-t,-c)}}draw_legend_for_index(e,{x0:t,x1:r,y0:a,y1:s},i){const n=i+1,l=this.marker.get(i),_=Object.assign(Object.assign({},this._get_legend_args({x0:t,x1:r,y0:a,y1:s},i)),{marker:new c.UniformScalar(l,n)});this._render(e,[i],_)}}r.ScatterView=o,o.__name__="ScatterView";class g extends l.Marker{constructor(e){super(e)}}r.Scatter=g,n=g,g.__name__="Scatter",n.prototype.default_view=o,n.define((()=>({marker:[c.MarkerSpec,{value:"circle"}]})))},
+function _(e,t,s,n,i){n();const r=e(1);var a;const c=e(178),o=e(48),_=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),l=e(9),x=e(72);class d extends c.XYGlyphView{_render(e,t,s){const{sx:n,sy:i,size:r,angle:a}=null!=s?s:this;for(const s of t){const t=n[s],c=i[s],o=r.get(s),_=a.get(s);if(!isFinite(t+c+o+_))continue;const h=o/2;e.beginPath(),e.translate(t,c),_&&e.rotate(_),this._render_one(e,s,h,this.visuals),_&&e.rotate(-_),e.translate(-t,-c)}}_mask_data(){const{x_target:e,y_target:t}=this.renderer.plot_view.frame,s=e.widen(this.max_size).map((e=>this.renderer.xscale.invert(e))),n=t.widen(this.max_size).map((e=>this.renderer.yscale.invert(e)));return this.index.indices({x0:s.start,x1:s.end,y0:n.start,y1:n.end})}_hit_point(e){const{sx:t,sy:s}=e,{max_size:n}=this,{hit_dilation:i}=this.model,r=t-n*i,a=t+n*i,[c,o]=this.renderer.xscale.r_invert(r,a),_=s-n*i,h=s+n*i,[l,d]=this.renderer.yscale.r_invert(_,h),y=this.index.indices({x0:c,x1:o,y0:l,y1:d}),g=[];for(const e of y){const n=this.size.get(e)/2*i;Math.abs(this.sx[e]-t)<=n&&Math.abs(this.sy[e]-s)<=n&&g.push(e)}return new x.Selection({indices:g})}_hit_span(e){const{sx:t,sy:s}=e,n=this.bounds(),i=this.max_size/2;let r,a,c,o;if("h"==e.direction){c=n.y0,o=n.y1;const e=t-i,s=t+i;[r,a]=this.renderer.xscale.r_invert(e,s)}else{r=n.x0,a=n.x1;const e=s-i,t=s+i;[c,o]=this.renderer.yscale.r_invert(e,t)}const _=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_rect(e){const{sx0:t,sx1:s,sy0:n,sy1:i}=e,[r,a]=this.renderer.xscale.r_invert(t,s),[c,o]=this.renderer.yscale.r_invert(n,i),_=[...this.index.indices({x0:r,x1:a,y0:c,y1:o})];return new x.Selection({indices:_})}_hit_poly(e){const{sx:t,sy:s}=e,n=(0,l.range)(0,this.sx.length),i=[];for(let e=0,r=n.length;e<r;e++){const r=n[e];_.point_in_poly(this.sx[e],this.sy[e],t,s)&&i.push(r)}return new x.Selection({indices:i})}_get_legend_args({x0:e,x1:t,y0:s,y1:n},i){const r=i+1,a=new Array(r),c=new Array(r);a[i]=(e+t)/2,c[i]=(s+n)/2;const o=.4*Math.min(Math.abs(t-e),Math.abs(n-s));return{sx:a,sy:c,size:new h.UniformScalar(o,r),angle:new h.UniformScalar(0,r)}}draw_legend_for_index(e,{x0:t,x1:s,y0:n,y1:i},r){const a=this._get_legend_args({x0:t,x1:s,y0:n,y1:i},r);this._render(e,[r],a)}}s.MarkerView=d,d.__name__="MarkerView";class y extends c.XYGlyph{constructor(e){super(e)}}s.Marker=y,a=y,y.__name__="Marker",a.mixins([o.LineVector,o.FillVector,o.HatchVector]),a.define((({Number:e})=>({size:[h.ScreenSizeSpec,{value:4}],angle:[h.AngleSpec,0],hit_dilation:[e,1]})))},
+function _(l,o,n,t,i){t();const e=Math.sqrt(3),a=Math.sqrt(5),c=(a+1)/4,p=Math.sqrt((5-a)/8),r=(a-1)/4,h=Math.sqrt((5+a)/8);function u(l,o){l.rotate(Math.PI/4),s(l,o),l.rotate(-Math.PI/4)}function f(l,o){const n=o*e,t=n/3;l.moveTo(-n/2,-t),l.lineTo(0,0),l.lineTo(n/2,-t),l.lineTo(0,0),l.lineTo(0,o)}function s(l,o){l.moveTo(0,o),l.lineTo(0,-o),l.moveTo(-o,0),l.lineTo(o,0)}function T(l,o){l.moveTo(0,o),l.lineTo(o/1.5,0),l.lineTo(0,-o),l.lineTo(-o/1.5,0),l.closePath()}function y(l,o){const n=o*e,t=n/3;l.moveTo(-o,t),l.lineTo(o,t),l.lineTo(0,t-n),l.closePath()}function v(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function d(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function _(l,o,n,t){!function(l,o){l.beginPath(),l.arc(0,0,o/4,0,2*Math.PI,!1),l.closePath()}(l,n),t.line.set_vectorize(l,o),l.fillStyle=l.strokeStyle,l.fill()}function P(l,o,n,t){!function(l,o){const n=o/2,t=e*n;l.moveTo(o,0),l.lineTo(n,-t),l.lineTo(-n,-t),l.lineTo(-o,0),l.lineTo(-n,t),l.lineTo(n,t),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function m(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function q(l,o,n,t){!function(l,o){const n=Math.sqrt(5-2*a)*o;l.moveTo(0,-o),l.lineTo(n*r,n*h-o),l.lineTo(n*(1+r),n*h-o),l.lineTo(n*(1+r-c),n*(h+p)-o),l.lineTo(n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(0,2*n*h-o),l.lineTo(-n*(1+2*r-c),n*(2*h+p)-o),l.lineTo(-n*(1+r-c),n*(h+p)-o),l.lineTo(-n*(1+r),n*h-o),l.lineTo(-n*r,n*h-o),l.closePath()}(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}function M(l,o,n,t){y(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)}n.marker_funcs={asterisk:function(l,o,n,t){s(l,n),u(l,n),t.line.apply(l,o)},circle:v,circle_cross:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},circle_dot:function(l,o,n,t){v(l,o,n,t),_(l,o,n,t)},circle_y:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),f(l,n),l.stroke())},circle_x:function(l,o,n,t){l.arc(0,0,n,0,2*Math.PI,!1),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),u(l,n),l.stroke())},cross:function(l,o,n,t){s(l,n),t.line.apply(l,o)},diamond:d,diamond_dot:function(l,o,n,t){d(l,o,n,t),_(l,o,n,t)},diamond_cross:function(l,o,n,t){T(l,n),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(0,n),l.lineTo(0,-n),l.moveTo(-n/1.5,0),l.lineTo(n/1.5,0),l.stroke())},dot:_,hex:P,hex_dot:function(l,o,n,t){P(l,o,n,t),_(l,o,n,t)},inverted_triangle:function(l,o,n,t){l.rotate(Math.PI),y(l,n),l.rotate(-Math.PI),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},plus:function(l,o,n,t){const i=3*n/8,e=[i,i,n,n,i,i,-i,-i,-n,-n,-i,-i],a=[n,i,i,-i,-i,-n,-n,-i,-i,i,i,n];l.beginPath();for(let o=0;o<12;o++)l.lineTo(e[o],a[o]);l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square:m,square_cross:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),s(l,n),l.stroke())},square_dot:function(l,o,n,t){m(l,o,n,t),_(l,o,n,t)},square_pin:function(l,o,n,t){const i=3*n/8;l.moveTo(-n,-n),l.quadraticCurveTo(0,-i,n,-n),l.quadraticCurveTo(i,0,n,n),l.quadraticCurveTo(0,i,-n,n),l.quadraticCurveTo(-i,0,-n,-n),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},square_x:function(l,o,n,t){const i=2*n;l.rect(-n,-n,i,i),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.doit&&(t.line.set_vectorize(l,o),l.moveTo(-n,n),l.lineTo(n,-n),l.moveTo(-n,-n),l.lineTo(n,n),l.stroke())},star:q,star_dot:function(l,o,n,t){q(l,o,n,t),_(l,o,n,t)},triangle:M,triangle_dot:function(l,o,n,t){M(l,o,n,t),_(l,o,n,t)},triangle_pin:function(l,o,n,t){const i=n*e,a=i/3,c=3*a/8;l.moveTo(-n,a),l.quadraticCurveTo(0,c,n,a),l.quadraticCurveTo(e*c/2,c/2,0,a-i),l.quadraticCurveTo(-e*c/2,c/2,-n,a),l.closePath(),t.fill.apply(l,o),t.hatch.apply(l,o),t.line.apply(l,o)},dash:function(l,o,n,t){!function(l,o){l.moveTo(-o,0),l.lineTo(o,0)}(l,n),t.line.apply(l,o)},x:function(l,o,n,t){u(l,n),t.line.apply(l,o)},y:function(l,o,n,t){f(l,n),t.line.apply(l,o)}}},
+function _(e,t,s,i,n){i();const r=e(1);var o;const _=(0,r.__importStar)(e(185)),h=(0,r.__importStar)(e(18)),c=e(48),a=e(78),d=e(179),x=e(184),l=e(72);class y extends d.GlyphView{_project_data(){a.inplace.project_xy(this._x0,this._y0),a.inplace.project_xy(this._x1,this._y1)}_index_data(e){const{min:t,max:s}=Math,{_x0:i,_x1:n,_y0:r,_y1:o,data_size:_}=this;for(let h=0;h<_;h++){const _=i[h],c=n[h],a=r[h],d=o[h];e.add_rect(t(_,c),t(a,d),s(_,c),s(a,d))}}_render(e,t,s){if(this.visuals.line.doit){const{sx0:i,sy0:n,sx1:r,sy1:o}=null!=s?s:this;for(const s of t){const t=i[s],_=n[s],h=r[s],c=o[s];isFinite(t+_+h+c)&&(e.beginPath(),e.moveTo(t,_),e.lineTo(h,c),this.visuals.line.set_vectorize(e,s),e.stroke())}}}_hit_point(e){const{sx:t,sy:s}=e,i={x:t,y:s},[n,r]=this.renderer.xscale.r_invert(t-2,t+2),[o,h]=this.renderer.yscale.r_invert(s-2,s+2),c=this.index.indices({x0:n,y0:o,x1:r,y1:h}),a=[];for(const e of c){const t=Math.max(2,this.line_width.get(e)/2)**2,s={x:this.sx0[e],y:this.sy0[e]},n={x:this.sx1[e],y:this.sy1[e]};_.dist_to_segment_squared(i,s,n)<t&&a.push(e)}return new l.Selection({indices:a})}_hit_span(e){const[t,s]=this.renderer.plot_view.frame.bbox.ranges,{sx:i,sy:n}=e;let r,o,_;"v"==e.direction?(_=this.renderer.yscale.invert(n),[r,o]=[this._y0,this._y1]):(_=this.renderer.xscale.invert(i),[r,o]=[this._x0,this._x1]);const h=[],[c,a]=this.renderer.xscale.r_invert(t.start,t.end),[d,x]=this.renderer.yscale.r_invert(s.start,s.end),y=this.index.indices({x0:c,y0:d,x1:a,y1:x});for(const t of y){(r[t]<=_&&_<=o[t]||o[t]<=_&&_<=r[t])&&h.push(t);const s=1.5+this.line_width.get(t)/2;r[t]==o[t]&&("h"==e.direction?Math.abs(this.sx0[t]-i)<=s&&h.push(t):Math.abs(this.sy0[t]-n)<=s&&h.push(t))}return new l.Selection({indices:h})}scenterxy(e){return[this.sx0[e]/2+this.sx1[e]/2,this.sy0[e]/2+this.sy1[e]/2]}draw_legend_for_index(e,t,s){(0,x.generic_line_vector_legend)(this.visuals,e,t,s)}}s.SegmentView=y,y.__name__="SegmentView";class p extends d.Glyph{constructor(e){super(e)}}s.Segment=p,o=p,p.__name__="Segment",o.prototype.default_view=y,o.define((({})=>({x0:[h.XCoordinateSpec,{field:"x0"}],y0:[h.YCoordinateSpec,{field:"y0"}],x1:[h.XCoordinateSpec,{field:"x1"}],y1:[h.YCoordinateSpec,{field:"y1"}]}))),o.mixins(c.LineVector)},
+function _(t,e,s,i,n){i();const o=t(1);var _;const l=t(178),a=(0,o.__importStar)(t(48)),c=t(296);class r extends l.XYGlyphView{_set_data(){const{tension:t,closed:e}=this.model;[this._xt,this._yt]=(0,c.catmullrom_spline)(this._x,this._y,20,t,e)}_map_data(){const{x_scale:t,y_scale:e}=this.renderer.coordinates;this.sxt=t.v_compute(this._xt),this.syt=e.v_compute(this._yt)}_render(t,e,s){const{sxt:i,syt:n}=null!=s?s:this;let o=!0;t.beginPath();const _=i.length;for(let e=0;e<_;e++){const s=i[e],_=n[e];isFinite(s+_)?o?(t.moveTo(s,_),o=!1):t.lineTo(s,_):o=!0}this.visuals.line.set_value(t),t.stroke()}}s.SplineView=r,r.__name__="SplineView";class h extends l.XYGlyph{constructor(t){super(t)}}s.Spline=h,_=h,h.__name__="Spline",_.prototype.default_view=r,_.mixins(a.LineScalar),_.define((({Boolean:t,Number:e})=>({tension:[e,.5],closed:[t,!1]})))},
+function _(n,t,e,o,s){o();const c=n(24),l=n(11);e.catmullrom_spline=function(n,t,e=10,o=.5,s=!1){(0,l.assert)(n.length==t.length);const r=n.length,f=s?r+1:r,w=(0,c.infer_type)(n,t),i=new w(f+2),u=new w(f+2);i.set(n,1),u.set(t,1),s?(i[0]=n[r-1],u[0]=t[r-1],i[f]=n[0],u[f]=t[0],i[f+1]=n[1],u[f+1]=t[1]):(i[0]=n[0],u[0]=t[0],i[f+1]=n[r-1],u[f+1]=t[r-1]);const g=new w(4*(e+1));for(let n=0,t=0;n<=e;n++){const o=n/e,s=o**2,c=o*s;g[t++]=2*c-3*s+1,g[t++]=-2*c+3*s,g[t++]=c-2*s+o,g[t++]=c-s}const h=new w((f-1)*(e+1)),_=new w((f-1)*(e+1));for(let n=1,t=0;n<f;n++){const s=(i[n+1]-i[n-1])*o,c=(u[n+1]-u[n-1])*o,l=(i[n+2]-i[n])*o,r=(u[n+2]-u[n])*o;for(let o=0;o<=4*e;t++){const e=g[o++],f=g[o++],w=g[o++],a=g[o++];h[t]=e*i[n]+f*i[n+1]+w*s+a*l,_[t]=e*u[n]+f*u[n+1]+w*c+a*r}}return[h,_]}},
+function _(e,t,n,s,i){s();const o=e(1);var l;const a=e(178),r=e(184),c=(0,o.__importStar)(e(48)),_=e(20),d=e(11);class f extends a.XYGlyphView{_render(e,t,n){const{sx:s,sy:i}=null!=n?n:this;let o=!1,l=null;this.visuals.line.set_value(e);const a=t.length;if(!(a<2)){e.beginPath(),e.moveTo(s[0],i[0]);for(const n of t){let t,a,r,c;switch(this.model.mode){case"before":[t,r]=[s[n-1],i[n]],[a,c]=[s[n],i[n]];break;case"after":[t,r]=[s[n],i[n-1]],[a,c]=[s[n],i[n]];break;case"center":{const e=(s[n-1]+s[n])/2;[t,r]=[e,i[n-1]],[a,c]=[e,i[n]];break}default:(0,d.unreachable)()}if(o){if(!isFinite(s[n]+i[n])){e.stroke(),e.beginPath(),o=!1,l=n;continue}null!=l&&n-l>1&&(e.stroke(),o=!1)}o?(e.lineTo(t,r),e.lineTo(a,c)):(e.beginPath(),e.moveTo(s[n],i[n]),o=!0),l=n}e.lineTo(s[a-1],i[a-1]),e.stroke()}}draw_legend_for_index(e,t,n){(0,r.generic_line_scalar_legend)(this.visuals,e,t)}}n.StepView=f,f.__name__="StepView";class u extends a.XYGlyph{constructor(e){super(e)}}n.Step=u,l=u,u.__name__="Step",l.prototype.default_view=f,l.mixins(c.LineScalar),l.define((()=>({mode:[_.StepMode,"before"]})))},
+function _(t,e,s,i,n){i();const o=t(1);var _;const h=t(178),l=t(48),r=(0,o.__importStar)(t(185)),a=(0,o.__importStar)(t(18)),c=t(121),x=t(11),u=t(72);class f extends h.XYGlyphView{_rotate_point(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]}_text_bounds(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]}_render(t,e,s){const{sx:i,sy:n,x_offset:o,y_offset:_,angle:h,text:l}=null!=s?s:this;this._sys=[],this._sxs=[];for(const s of e){const e=this._sxs[s]=[],r=this._sys[s]=[],a=i[s],x=n[s],u=o.get(s),f=_.get(s),p=h.get(s),g=l.get(s);if(isFinite(a+x+u+f+p)&&null!=g&&this.visuals.text.doit){const i=`${g}`;t.save(),t.translate(a+u,x+f),t.rotate(p),this.visuals.text.set_vectorize(t,s);const n=this.visuals.text.font_value(s),{height:o}=(0,c.font_metrics)(n),_=this.text_line_height.get(s)*o;if(-1==i.indexOf("\n")){t.fillText(i,0,0);const s=a+u,n=x+f,o=t.measureText(i).width,[h,l]=this._text_bounds(s,n,o,_);e.push(h),r.push(l)}else{const n=i.split("\n"),o=_*n.length,h=this.text_baseline.get(s);let l;switch(h){case"top":l=0;break;case"middle":l=-o/2+_/2;break;case"bottom":l=-o+_;break;default:l=0,console.warn(`'${h}' baseline not supported with multi line text`)}for(const s of n){t.fillText(s,0,l);const i=a+u,n=l+x+f,o=t.measureText(s).width,[h,c]=this._text_bounds(i,n,o,_);e.push(h),r.push(c),l+=_}}t.restore()}}}_hit_point(t){const{sx:e,sy:s}=t,i=[];for(let t=0;t<this._sxs.length;t++){const n=this._sxs[t],o=this._sys[t],_=n.length;for(let h=0,l=_;h<l;h++){const[l,a]=this._rotate_point(e,s,n[_-1][0],o[_-1][0],-this.angle.get(t));r.point_in_poly(l,a,n[h],o[h])&&i.push(t)}}return new u.Selection({indices:i})}scenterxy(t){const e=this._sxs[t],s=this._sys[t];(0,x.assert)(0!=e.length&&0!=s.length);const i=e[0][0],n=s[0][0],o=(e[0][2]+i)/2,_=(s[0][2]+n)/2,[h,l]=this._rotate_point(o,_,i,n,this.angle.get(t));return[h,l]}}s.TextView=f,f.__name__="TextView";class p extends h.XYGlyph{constructor(t){super(t)}}s.Text=p,_=p,p.__name__="Text",_.prototype.default_view=f,_.mixins(l.TextVector),_.define((({})=>({text:[a.NullStringSpec,{field:"text"}],angle:[a.AngleSpec,0],x_offset:[a.NumberSpec,0],y_offset:[a.NumberSpec,0]})))},
+function _(t,e,s,i,r){i();const h=t(1);var o;const a=t(277),n=t(24),_=(0,h.__importStar)(t(18));class l extends a.BoxView{async lazy_initialize(){await super.lazy_initialize();const{webgl:e}=this.renderer.plot_view.canvas_view;if(null!=e&&e.regl_wrapper.has_webgl){const{LRTBGL:s}=await Promise.resolve().then((()=>(0,h.__importStar)(t(427))));this.glglyph=new s(e.regl_wrapper,this)}}scenterxy(t){return[this.sx[t],(this.stop[t]+this.sbottom[t])/2]}_lrtb(t){const e=this.width.get(t)/2,s=this._x[t],i=this._top[t],r=this._bottom[t];return[s-e,s+e,Math.max(i,r),Math.min(i,r)]}_map_data(){this.sx=this.renderer.xscale.v_compute(this._x),this.sw=this.sdist(this.renderer.xscale,this._x,this.width,"center"),this.stop=this.renderer.yscale.v_compute(this._top),this.sbottom=this.renderer.yscale.v_compute(this._bottom);const t=this.sx.length;this.sleft=new n.ScreenArray(t),this.sright=new n.ScreenArray(t);for(let e=0;e<t;e++)this.sleft[e]=this.sx[e]-this.sw[e]/2,this.sright[e]=this.sx[e]+this.sw[e]/2;this._clamp_viewport()}}s.VBarView=l,l.__name__="VBarView";class c extends a.Box{constructor(t){super(t)}}s.VBar=c,o=c,c.__name__="VBar",o.prototype.default_view=l,o.define((({})=>({x:[_.XCoordinateSpec,{field:"x"}],bottom:[_.YCoordinateSpec,{value:0}],width:[_.NumberSpec,{value:1}],top:[_.YCoordinateSpec,{field:"top"}]})))},
+function _(e,s,t,i,n){i();const r=e(1);var a;const c=e(178),d=e(184),l=e(48),h=e(24),o=e(20),_=(0,r.__importStar)(e(18)),u=e(10),g=e(72),x=e(12);class p extends c.XYGlyphView{_map_data(){"data"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this.radius):this.sradius=(0,h.to_screen)(this.radius),this.max_sradius=(0,x.max)(this.sradius)}_render(e,s,t){const{sx:i,sy:n,sradius:r,start_angle:a,end_angle:c}=null!=t?t:this,d="anticlock"==this.model.direction;for(const t of s){const s=i[t],l=n[t],h=r[t],o=a.get(t),_=c.get(t);isFinite(s+l+h+o+_)&&(e.beginPath(),e.arc(s,l,h,o,_,d),e.lineTo(s,l),e.closePath(),this.visuals.fill.apply(e,t),this.visuals.hatch.apply(e,t),this.visuals.line.apply(e,t))}}_hit_point(e){let s,t,i,n,r;const{sx:a,sy:c}=e,d=this.renderer.xscale.invert(a),l=this.renderer.yscale.invert(c);t=a-this.max_sradius,i=a+this.max_sradius;const[h,o]=this.renderer.xscale.r_invert(t,i);n=c-this.max_sradius,r=c+this.max_sradius;const[_,x]=this.renderer.yscale.r_invert(n,r),p=[];for(const e of this.index.indices({x0:h,x1:o,y0:_,y1:x})){const a=this.sradius[e]**2;[t,i]=this.renderer.xscale.r_compute(d,this._x[e]),[n,r]=this.renderer.yscale.r_compute(l,this._y[e]),s=(t-i)**2+(n-r)**2,s<=a&&p.push(e)}const y="anticlock"==this.model.direction,m=[];for(const e of p){const s=Math.atan2(c-this.sy[e],a-this.sx[e]);(0,u.angle_between)(-s,-this.start_angle.get(e),-this.end_angle.get(e),y)&&m.push(e)}return new g.Selection({indices:m})}draw_legend_for_index(e,s,t){(0,d.generic_area_vector_legend)(this.visuals,e,s,t)}scenterxy(e){const s=this.sradius[e]/2,t=(this.start_angle.get(e)+this.end_angle.get(e))/2;return[this.sx[e]+s*Math.cos(t),this.sy[e]+s*Math.sin(t)]}}t.WedgeView=p,p.__name__="WedgeView";class y extends c.XYGlyph{constructor(e){super(e)}}t.Wedge=y,a=y,y.__name__="Wedge",a.prototype.default_view=p,a.mixins([l.LineVector,l.FillVector,l.HatchVector]),a.define((({})=>({direction:[o.Direction,"anticlock"],radius:[_.DistanceSpec,{field:"radius"}],start_angle:[_.AngleSpec,{field:"start_angle"}],end_angle:[_.AngleSpec,{field:"end_angle"}]})))},
+function _(t,_,r,o,a){o();const e=t(1);(0,e.__exportStar)(t(302),r),(0,e.__exportStar)(t(303),r),(0,e.__exportStar)(t(304),r)},
+function _(e,t,d,n,s){n();const o=e(53),r=e(12),_=e(9),i=e(72);class c extends o.Model{constructor(e){super(e)}_hit_test(e,t,d){if(!t.model.visible)return null;const n=d.glyph.hit_test(e);return null==n?null:d.model.view.convert_selection_from_subset(n)}}d.GraphHitTestPolicy=c,c.__name__="GraphHitTestPolicy";class a extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;return s.update(e,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{edge_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.edge_view.model);return r.update(e,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!r.is_empty()}}d.EdgesOnly=a,a.__name__="EdgesOnly";class l extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;return s.update(e,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const{node_renderer:o}=d.model,r=o.get_selection_manager().get_or_create_inspector(d.node_view.model);return r.update(e,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!r.is_empty()}}d.NodesOnly=l,l.__name__="NodesOnly";class u extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.node_view)}get_linked_edges(e,t,d){let n=[];"selection"==d?n=e.selected.indices.map((t=>e.data.index[t])):"inspection"==d&&(n=e.inspected.indices.map((t=>e.data.index[t])));const s=[];for(let e=0;e<t.data.start.length;e++)((0,_.contains)(n,t.data.start[e])||(0,_.contains)(n,t.data.end[e]))&&s.push(e);const o=new i.Selection;for(const e of s)o.multiline_indices[e]=[0];return o.indices=s,o}do_selection(e,t,d,n){if(null==e)return!1;const s=t.node_renderer.data_source.selected;s.update(e,d,n);const o=t.edge_renderer.data_source.selected,r=this.get_linked_edges(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.node_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model);o.update(e,n,s),d.node_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model),_=this.get_linked_edges(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.edge_view.model.data_source.setv({inspected:r},{silent:!0}),d.node_view.model.data_source.inspect.emit([d.node_view.model,{geometry:t}]),!o.is_empty()}}d.NodesAndLinkedEdges=u,u.__name__="NodesAndLinkedEdges";class m extends c{constructor(e){super(e)}hit_test(e,t){return this._hit_test(e,t,t.edge_view)}get_linked_nodes(e,t,d){let n=[];"selection"==d?n=t.selected.indices:"inspection"==d&&(n=t.inspected.indices);const s=[];for(const e of n)s.push(t.data.start[e]),s.push(t.data.end[e]);const o=(0,_.uniq)(s).map((t=>(0,r.indexOf)(e.data.index,t)));return new i.Selection({indices:o})}do_selection(e,t,d,n){if(null==e)return!1;const s=t.edge_renderer.data_source.selected;s.update(e,d,n);const o=t.node_renderer.data_source.selected,r=this.get_linked_nodes(t.node_renderer.data_source,t.edge_renderer.data_source,"selection");return o.update(r,d,n),t.edge_renderer.data_source._select.emit(),!s.is_empty()}do_inspection(e,t,d,n,s){if(null==e)return!1;const o=d.edge_view.model.data_source.selection_manager.get_or_create_inspector(d.edge_view.model);o.update(e,n,s),d.edge_view.model.data_source.setv({inspected:o},{silent:!0});const r=d.node_view.model.data_source.selection_manager.get_or_create_inspector(d.node_view.model),_=this.get_linked_nodes(d.node_view.model.data_source,d.edge_view.model.data_source,"inspection");return r.update(_,n,s),d.node_view.model.data_source.setv({inspected:r},{silent:!0}),d.edge_view.model.data_source.inspect.emit([d.edge_view.model,{geometry:t}]),!o.is_empty()}}d.EdgesAndLinkedNodes=m,m.__name__="EdgesAndLinkedNodes"},
+function _(e,o,t,r,n){var s;r();const a=e(53),d=e(260);class _ extends a.Model{constructor(e){super(e)}get node_coordinates(){return new u({layout:this})}get edge_coordinates(){return new i({layout:this})}}t.LayoutProvider=_,_.__name__="LayoutProvider";class c extends d.CoordinateTransform{constructor(e){super(e)}}t.GraphCoordinates=c,s=c,c.__name__="GraphCoordinates",s.define((({Ref:e})=>({layout:[e(_)]})));class u extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_node_coordinates(e);return{x:o,y:t}}}t.NodeCoordinates=u,u.__name__="NodeCoordinates";class i extends c{constructor(e){super(e)}_v_compute(e){const[o,t]=this.layout.get_edge_coordinates(e);return{x:o,y:t}}}t.EdgeCoordinates=i,i.__name__="EdgeCoordinates"},
+function _(t,a,l,e,n){var o;e();const r=t(303);class u extends r.LayoutProvider{constructor(t){super(t)}get_node_coordinates(t){var a;const l=null!==(a=t.data.index)&&void 0!==a?a:[],e=l.length,n=new Float64Array(e),o=new Float64Array(e);for(let t=0;t<e;t++){const a=this.graph_layout[l[t]],[e,r]=null!=a?a:[NaN,NaN];n[t]=e,o[t]=r}return[n,o]}get_edge_coordinates(t){var a,l;const e=null!==(a=t.data.start)&&void 0!==a?a:[],n=null!==(l=t.data.end)&&void 0!==l?l:[],o=Math.min(e.length,n.length),r=[],u=[],s=null!=t.data.xs&&null!=t.data.ys;for(let a=0;a<o;a++){const l=null!=this.graph_layout[e[a]]&&null!=this.graph_layout[n[a]];if(s&&l)r.push(t.data.xs[a]),u.push(t.data.ys[a]);else{let t,o;l?(t=this.graph_layout[e[a]],o=this.graph_layout[n[a]]):(t=[NaN,NaN],o=[NaN,NaN]),r.push([t[0],o[0]]),u.push([t[1],o[1]])}}return[r,u]}}l.StaticLayoutProvider=u,o=u,u.__name__="StaticLayoutProvider",o.define((({Number:t,Tuple:a,Dict:l})=>({graph_layout:[l(a(t,t)),{}]})))},
+function _(i,d,n,r,G){r(),G("Grid",i(306).Grid)},
+function _(i,e,n,s,t){s();const r=i(1);var o;const d=i(127),_=i(129),a=i(130),l=(0,r.__importStar)(i(48)),h=i(8);class c extends _.GuideRendererView{_render(){const i=this.layer.ctx;i.save(),this._draw_regions(i),this._draw_minor_grids(i),this._draw_grids(i),i.restore()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render()))}_draw_regions(i){if(!this.visuals.band_fill.doit&&!this.visuals.band_hatch.doit)return;const[e,n]=this.grid_coords("major",!1);for(let s=0;s<e.length-1;s++){if(s%2!=1)continue;const[t,r]=this.coordinates.map_to_screen(e[s],n[s]),[o,d]=this.coordinates.map_to_screen(e[s+1],n[s+1]);i.beginPath(),i.rect(t[0],r[0],o[1]-t[0],d[1]-r[0]),this.visuals.band_fill.apply(i),this.visuals.band_hatch.apply(i)}}_draw_grids(i){if(!this.visuals.grid_line.doit)return;const[e,n]=this.grid_coords("major");this._draw_grid_helper(i,this.visuals.grid_line,e,n)}_draw_minor_grids(i){if(!this.visuals.minor_grid_line.doit)return;const[e,n]=this.grid_coords("minor");this._draw_grid_helper(i,this.visuals.minor_grid_line,e,n)}_draw_grid_helper(i,e,n,s){e.set_value(i),i.beginPath();for(let e=0;e<n.length;e++){const[t,r]=this.coordinates.map_to_screen(n[e],s[e]);i.moveTo(Math.round(t[0]),Math.round(r[0]));for(let e=1;e<t.length;e++)i.lineTo(Math.round(t[e]),Math.round(r[e]))}i.stroke()}ranges(){const i=this.model.dimension,e=(i+1)%2,{ranges:n}=this.coordinates;return[n[i],n[e]]}computed_bounds(){const[i]=this.ranges(),e=this.model.bounds,n=[i.min,i.max];let s,t;if((0,h.isArray)(e))s=Math.min(e[0],e[1]),t=Math.max(e[0],e[1]),s<n[0]&&(s=n[0]),t>n[1]&&(t=n[1]);else{[s,t]=n;for(const i of this.plot_view.axis_views)i.dimension==this.model.dimension&&i.model.x_range_name==this.model.x_range_name&&i.model.y_range_name==this.model.y_range_name&&([s,t]=i.computed_bounds)}return[s,t]}grid_coords(i,e=!0){const n=this.model.dimension,s=(n+1)%2,[t,r]=this.ranges();let[o,d]=this.computed_bounds();[o,d]=[Math.min(o,d),Math.max(o,d)];const _=[[],[]],a=this.model.get_ticker();if(null==a)return _;const l=a.get_ticks(o,d,t,r.min)[i],h=t.min,c=t.max,u=r.min,m=r.max;e||(l[0]!=h&&l.splice(0,0,h),l[l.length-1]!=c&&l.push(c));for(let i=0;i<l.length;i++){if((l[i]==h||l[i]==c)&&e)continue;const t=[],r=[],o=2;for(let e=0;e<o;e++){const n=u+(m-u)/(o-1)*e;t.push(l[i]),r.push(n)}_[n].push(t),_[s].push(r)}return _}}n.GridView=c,c.__name__="GridView";class u extends _.GuideRenderer{constructor(i){super(i)}get_ticker(){return null!=this.ticker?this.ticker:null!=this.axis?this.axis.ticker:null}}n.Grid=u,o=u,u.__name__="Grid",o.prototype.default_view=c,o.mixins([["grid_",l.Line],["minor_grid_",l.Line],["band_",l.Fill],["band_",l.Hatch]]),o.define((({Number:i,Auto:e,Enum:n,Ref:s,Tuple:t,Or:r,Nullable:o})=>({bounds:[r(t(i,i),e),"auto"],dimension:[n(0,1),0],axis:[o(s(d.Axis)),null],ticker:[o(s(a.Ticker)),null]}))),o.override({level:"underlay",band_fill_color:null,band_fill_alpha:0,grid_line_color:"#e5e5e5",minor_grid_line_color:null})},
+function _(o,a,x,B,e){B(),e("Box",o(308).Box),e("Column",o(310).Column),e("GridBox",o(311).GridBox),e("HTMLBox",o(312).HTMLBox),e("LayoutDOM",o(309).LayoutDOM),e("Panel",o(313).Panel),e("Row",o(314).Row),e("Spacer",o(315).Spacer),e("Tabs",o(316).Tabs),e("WidgetBox",o(319).WidgetBox)},
+function _(e,n,s,t,c){var i;t();const o=e(309);class r extends o.LayoutDOMView{connect_signals(){super.connect_signals(),this.connect(this.model.properties.children.change,(()=>this.rebuild()))}get child_models(){return this.model.children}}s.BoxView=r,r.__name__="BoxView";class a extends o.LayoutDOM{constructor(e){super(e)}}s.Box=a,i=a,a.__name__="Box",i.define((({Number:e,Array:n,Ref:s})=>({children:[n(s(o.LayoutDOM)),[]],spacing:[e,0]})))},
+function _(t,i,e,s,o){var l;s();const n=t(53),h=t(20),a=t(43),r=t(19),_=t(8),c=t(22),u=t(121),d=t(113),p=t(226),m=t(207),g=t(44),w=t(235);class f extends p.DOMView{constructor(){super(...arguments),this._offset_parent=null,this._viewport={}}get is_layout_root(){return this.is_root||!(this.parent instanceof f)}get base_font_size(){const t=getComputedStyle(this.el).fontSize,i=(0,u.parse_css_font_size)(t);if(null!=i){const{value:t,unit:e}=i;if("px"==e)return t}return null}initialize(){super.initialize(),this.el.style.position=this.is_layout_root?"relative":"absolute",this._child_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await this.build_child_views()}remove(){for(const t of this.child_views)t.remove();this._child_views.clear(),super.remove()}connect_signals(){super.connect_signals(),this.is_layout_root&&(this._on_resize=()=>this.resize_layout(),window.addEventListener("resize",this._on_resize),this._parent_observer=setInterval((()=>{const t=this.el.offsetParent;this._offset_parent!=t&&(this._offset_parent=t,null!=t&&(this.compute_viewport(),this.invalidate_layout()))}),250));const t=this.model.properties;this.on_change([t.width,t.height,t.min_width,t.min_height,t.max_width,t.max_height,t.margin,t.width_policy,t.height_policy,t.sizing_mode,t.aspect_ratio,t.visible],(()=>this.invalidate_layout())),this.on_change([t.background,t.css_classes],(()=>this.invalidate_render()))}disconnect_signals(){null!=this._parent_observer&&clearTimeout(this._parent_observer),null!=this._on_resize&&window.removeEventListener("resize",this._on_resize),super.disconnect_signals()}css_classes(){return super.css_classes().concat(this.model.css_classes)}get child_views(){return this.child_models.map((t=>this._child_views.get(t)))}async build_child_views(){await(0,d.build_views)(this._child_views,this.child_models,{parent:this})}render(){super.render(),(0,a.empty)(this.el);const{background:t}=this.model;this.el.style.backgroundColor=null!=t?(0,c.color2css)(t):"",(0,a.classes)(this.el).clear().add(...this.css_classes());for(const t of this.child_views)this.el.appendChild(t.el),t.render()}update_layout(){for(const t of this.child_views)t.update_layout();this._update_layout()}update_position(){this.el.style.display=this.model.visible?"block":"none";const t=this.is_layout_root?this.layout.sizing.margin:void 0;(0,a.position)(this.el,this.layout.bbox,t);for(const t of this.child_views)t.update_position()}after_layout(){for(const t of this.child_views)t.after_layout();this._has_finished=!0}compute_viewport(){this._viewport=this._viewport_size()}renderTo(t){t.appendChild(this.el),this._offset_parent=this.el.offsetParent,this.compute_viewport(),this.build(),this.notify_finished()}build(){if(!this.is_layout_root)throw new Error(`${this.toString()} is not a root layout`);return this.render(),this.update_layout(),this.compute_layout(),this}async rebuild(){await this.build_child_views(),this.invalidate_render()}compute_layout(){const t=Date.now();this.layout.compute(this._viewport),this.update_position(),this.after_layout(),r.logger.debug(`layout computed in ${Date.now()-t} ms`)}resize_layout(){this.root.compute_viewport(),this.root.compute_layout()}invalidate_layout(){this.root.update_layout(),this.root.compute_layout()}invalidate_render(){this.render(),this.invalidate_layout()}has_finished(){if(!super.has_finished())return!1;for(const t of this.child_views)if(!t.has_finished())return!1;return!0}_width_policy(){return null!=this.model.width?"fixed":"fit"}_height_policy(){return null!=this.model.height?"fixed":"fit"}box_sizing(){let{width_policy:t,height_policy:i,aspect_ratio:e}=this.model;"auto"==t&&(t=this._width_policy()),"auto"==i&&(i=this._height_policy());const{sizing_mode:s}=this.model;if(null!=s)if("fixed"==s)t=i="fixed";else if("stretch_both"==s)t=i="max";else if("stretch_width"==s)t="max";else if("stretch_height"==s)i="max";else switch(null==e&&(e="auto"),s){case"scale_width":t="max",i="min";break;case"scale_height":t="min",i="max";break;case"scale_both":t="max",i="max"}const o={width_policy:t,height_policy:i},{min_width:l,min_height:n}=this.model;null!=l&&(o.min_width=l),null!=n&&(o.min_height=n);const{width:h,height:a}=this.model;null!=h&&(o.width=h),null!=a&&(o.height=a);const{max_width:r,max_height:c}=this.model;null!=r&&(o.max_width=r),null!=c&&(o.max_height=c),"auto"==e&&null!=h&&null!=a?o.aspect=h/a:(0,_.isNumber)(e)&&(o.aspect=e);const{margin:u}=this.model;if(null!=u)if((0,_.isNumber)(u))o.margin={top:u,right:u,bottom:u,left:u};else if(2==u.length){const[t,i]=u;o.margin={top:t,right:i,bottom:t,left:i}}else{const[t,i,e,s]=u;o.margin={top:t,right:i,bottom:e,left:s}}o.visible=this.model.visible;const{align:d}=this.model;return(0,_.isArray)(d)?[o.halign,o.valign]=d:o.halign=o.valign=d,o}_viewport_size(){return(0,a.undisplayed)(this.el,(()=>{let t=this.el;for(;t=t.parentElement;){if(t.classList.contains(g.root))continue;if(t==document.body){const{margin:{left:t,right:i,top:e,bottom:s}}=(0,a.extents)(document.body);return{width:Math.ceil(document.documentElement.clientWidth-t-i),height:Math.ceil(document.documentElement.clientHeight-e-s)}}const{padding:{left:i,right:e,top:s,bottom:o}}=(0,a.extents)(t),{width:l,height:n}=t.getBoundingClientRect(),h=Math.ceil(l-i-e),r=Math.ceil(n-s-o);if(h>0||r>0)return{width:h>0?h:void 0,height:r>0?r:void 0}}return{}}))}export(t,i=!0){const e="png"==t?"canvas":"svg",s=new w.CanvasLayer(e,i),{width:o,height:l}=this.layout.bbox;s.resize(o,l);for(const e of this.child_views){const o=e.export(t,i),{x:l,y:n}=e.layout.bbox;s.ctx.drawImage(o.canvas,l,n)}return s}serializable_state(){return Object.assign(Object.assign({},super.serializable_state()),{bbox:this.layout.bbox.box,children:this.child_views.map((t=>t.serializable_state()))})}}e.LayoutDOMView=f,f.__name__="LayoutDOMView";class y extends n.Model{constructor(t){super(t)}}e.LayoutDOM=y,l=y,y.__name__="LayoutDOM",l.define((t=>{const{Boolean:i,Number:e,String:s,Auto:o,Color:l,Array:n,Tuple:a,Or:r,Null:_,Nullable:c}=t,u=a(e,e),d=a(e,e,e,e);return{width:[c(e),null],height:[c(e),null],min_width:[c(e),null],min_height:[c(e),null],max_width:[c(e),null],max_height:[c(e),null],margin:[c(r(e,u,d)),[0,0,0,0]],width_policy:[r(m.SizingPolicy,o),"auto"],height_policy:[r(m.SizingPolicy,o),"auto"],aspect_ratio:[r(e,o,_),null],sizing_mode:[c(h.SizingMode),null],visible:[i,!0],disabled:[i,!1],align:[r(h.Align,a(h.Align,h.Align)),"start"],background:[c(l),null],css_classes:[n(s),[]]}}))},
+function _(o,s,t,i,e){var n;i();const a=o(308),l=o(209);class u extends a.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Column(o),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())}}t.ColumnView=u,u.__name__="ColumnView";class _ extends a.Box{constructor(o){super(o)}}t.Column=_,n=_,_.__name__="Column",n.prototype.default_view=u,n.define((({Any:o})=>({rows:[o,"auto"]})))},
+function _(s,o,t,i,e){var n;i();const l=s(309),a=s(209);class r extends l.LayoutDOMView{connect_signals(){super.connect_signals();const{children:s,rows:o,cols:t,spacing:i}=this.model.properties;this.on_change([s,o,t,i],(()=>this.rebuild()))}get child_models(){return this.model.children.map((([s])=>s))}_update_layout(){this.layout=new a.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(const[s,o,t,i,e]of this.model.children){const n=this._child_views.get(s);this.layout.items.push({layout:n.layout,row:o,col:t,row_span:i,col_span:e})}this.layout.set_sizing(this.box_sizing())}}t.GridBoxView=r,r.__name__="GridBoxView";class c extends l.LayoutDOM{constructor(s){super(s)}}t.GridBox=c,n=c,c.__name__="GridBox",n.prototype.default_view=r,n.define((({Any:s,Int:o,Number:t,Tuple:i,Array:e,Ref:n,Or:a,Opt:r})=>({children:[e(i(n(l.LayoutDOM),o,o,r(o),r(o))),[]],rows:[s,"auto"],cols:[s,"auto"],spacing:[a(t,i(t,t)),0]})))},
+function _(t,e,o,s,n){s();const _=t(309),i=t(207);class a extends _.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new i.ContentBox(this.el),this.layout.set_sizing(this.box_sizing())}}o.HTMLBoxView=a,a.__name__="HTMLBoxView";class u extends _.LayoutDOM{constructor(t){super(t)}}o.HTMLBox=u,u.__name__="HTMLBox"},
+function _(e,n,l,a,o){var t;a();const s=e(53),c=e(309);class d extends s.Model{constructor(e){super(e)}}l.Panel=d,t=d,d.__name__="Panel",t.define((({Boolean:e,String:n,Ref:l})=>({title:[n,""],child:[l(c.LayoutDOM)],closable:[e,!1],disabled:[e,!1]})))},
+function _(o,s,t,i,e){var a;i();const n=o(308),l=o(209);class _ extends n.BoxView{_update_layout(){const o=this.child_views.map((o=>o.layout));this.layout=new l.Row(o),this.layout.cols=this.model.cols,this.layout.spacing=[0,this.model.spacing],this.layout.set_sizing(this.box_sizing())}}t.RowView=_,_.__name__="RowView";class c extends n.Box{constructor(o){super(o)}}t.Row=c,a=c,c.__name__="Row",a.prototype.default_view=_,a.define((({Any:o})=>({cols:[o,"auto"]})))},
+function _(e,t,a,s,_){var o;s();const i=e(309),n=e(207);class u extends i.LayoutDOMView{get child_models(){return[]}_update_layout(){this.layout=new n.LayoutItem,this.layout.set_sizing(this.box_sizing())}}a.SpacerView=u,u.__name__="SpacerView";class c extends i.LayoutDOM{constructor(e){super(e)}}a.Spacer=c,o=c,c.__name__="Spacer",o.prototype.default_view=u},
+function _(e,t,s,i,l){i();const h=e(1);var a;const o=e(207),d=e(43),r=e(9),c=e(10),n=e(20),_=e(309),p=e(313),b=(0,h.__importStar)(e(317)),m=b,u=(0,h.__importStar)(e(318)),g=u,v=(0,h.__importStar)(e(229)),w=v;class f extends _.LayoutDOMView{constructor(){super(...arguments),this._scroll_index=0}connect_signals(){super.connect_signals(),this.connect(this.model.properties.tabs.change,(()=>this.rebuild())),this.connect(this.model.properties.active.change,(()=>this.on_active_change()))}styles(){return[...super.styles(),u.default,v.default,b.default]}get child_models(){return this.model.tabs.map((e=>e.child))}_update_layout(){const e=this.model.tabs_location,t="above"==e||"below"==e,{scroll_el:s,headers_el:i}=this;this.header=new class extends o.ContentBox{_measure(e){const l=(0,d.size)(s),h=(0,d.children)(i).slice(0,3).map((e=>(0,d.size)(e))),{width:a,height:o}=super._measure(e);if(t){const t=l.width+(0,r.sum)(h.map((e=>e.width)));return{width:e.width!=1/0?e.width:t,height:o}}{const t=l.height+(0,r.sum)(h.map((e=>e.height)));return{width:a,height:e.height!=1/0?e.height:t}}}}(this.header_el),t?this.header.set_sizing({width_policy:"fit",height_policy:"fixed"}):this.header.set_sizing({width_policy:"fixed",height_policy:"fit"});let l=1,h=1;switch(e){case"above":l-=1;break;case"below":l+=1;break;case"left":h-=1;break;case"right":h+=1}const a={layout:this.header,row:l,col:h},c=this.child_views.map((e=>({layout:e.layout,row:1,col:1})));this.layout=new o.Grid([a,...c]),this.layout.set_sizing(this.box_sizing())}update_position(){super.update_position(),this.header_el.style.position="absolute",(0,d.position)(this.header_el,this.header.bbox);const e=this.model.tabs_location,t="above"==e||"below"==e,s=(0,d.size)(this.scroll_el),i=(0,d.scroll_size)(this.headers_el);if(t){const{width:e}=this.header.bbox;i.width>e?(this.wrapper_el.style.maxWidth=e-s.width+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxWidth="",(0,d.undisplay)(this.scroll_el))}else{const{height:e}=this.header.bbox;i.height>e?(this.wrapper_el.style.maxHeight=e-s.height+"px",(0,d.display)(this.scroll_el),this.do_scroll(this.model.active)):(this.wrapper_el.style.maxHeight="",(0,d.undisplay)(this.scroll_el))}const{child_views:l}=this;for(const e of l)(0,d.hide)(e.el);const h=l[this.model.active];null!=h&&(0,d.show)(h.el)}render(){super.render();const{active:e}=this.model,t=this.model.tabs.map(((t,s)=>{const i=(0,d.div)({class:[m.tab,s==e?m.active:null]},t.title);if(i.addEventListener("click",(e=>{this.model.disabled||e.target==e.currentTarget&&this.change_active(s)})),t.closable){const e=(0,d.div)({class:m.close});e.addEventListener("click",(e=>{if(e.target==e.currentTarget){this.model.tabs=(0,r.remove_at)(this.model.tabs,s);const e=this.model.tabs.length;this.model.active>e-1&&(this.model.active=e-1)}})),i.appendChild(e)}return(this.model.disabled||t.disabled)&&i.classList.add(m.disabled),i}));this.headers_el=(0,d.div)({class:[m.headers]},t),this.wrapper_el=(0,d.div)({class:m.headers_wrapper},this.headers_el),this.left_el=(0,d.div)({class:[g.btn,g.btn_default],disabled:""},(0,d.div)({class:[w.caret,m.left]})),this.right_el=(0,d.div)({class:[g.btn,g.btn_default]},(0,d.div)({class:[w.caret,m.right]})),this.left_el.addEventListener("click",(()=>this.do_scroll("left"))),this.right_el.addEventListener("click",(()=>this.do_scroll("right"))),this.scroll_el=(0,d.div)({class:g.btn_group},this.left_el,this.right_el);const s=this.model.tabs_location;this.header_el=(0,d.div)({class:[m.tabs_header,m[s]]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)}do_scroll(e){const t=this.model.tabs.length;"left"==e?this._scroll_index-=1:"right"==e?this._scroll_index+=1:this._scroll_index=e,this._scroll_index=(0,c.clamp)(this._scroll_index,0,t-1),0==this._scroll_index?this.left_el.setAttribute("disabled",""):this.left_el.removeAttribute("disabled"),this._scroll_index==t-1?this.right_el.setAttribute("disabled",""):this.right_el.removeAttribute("disabled");const s=(0,d.children)(this.headers_el).slice(0,this._scroll_index).map((e=>e.getBoundingClientRect())),i=this.model.tabs_location;if("above"==i||"below"==i){const e=-(0,r.sum)(s.map((e=>e.width)));this.headers_el.style.left=`${e}px`}else{const e=-(0,r.sum)(s.map((e=>e.height)));this.headers_el.style.top=`${e}px`}}change_active(e){e!=this.model.active&&(this.model.active=e)}on_active_change(){const e=this.model.active,t=(0,d.children)(this.headers_el);for(const e of t)e.classList.remove(m.active);t[e].classList.add(m.active);const{child_views:s}=this;for(const e of s)(0,d.hide)(e.el);(0,d.show)(s[e].el)}}s.TabsView=f,f.__name__="TabsView";class x extends _.LayoutDOM{constructor(e){super(e)}}s.Tabs=x,a=x,x.__name__="Tabs",a.prototype.default_view=f,a.define((({Int:e,Array:t,Ref:s})=>({tabs:[t(s(p.Panel)),[]],tabs_location:[n.Location,"above"],active:[e,0]})))},
+function _(e,r,b,o,t){o(),b.root="bk-root",b.tabs_header="bk-tabs-header",b.btn_group="bk-btn-group",b.btn="bk-btn",b.headers_wrapper="bk-headers-wrapper",b.above="bk-above",b.right="bk-right",b.below="bk-below",b.left="bk-left",b.headers="bk-headers",b.tab="bk-tab",b.active="bk-active",b.close="bk-close",b.disabled="bk-disabled",b.default='.bk-root .bk-tabs-header{display:flex;flex-wrap:nowrap;align-items:center;overflow:hidden;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-tabs-header .bk-btn-group{height:auto;margin-right:5px;}.bk-root .bk-tabs-header .bk-btn-group > .bk-btn{flex-grow:0;height:auto;padding:4px 4px;}.bk-root .bk-tabs-header .bk-headers-wrapper{flex-grow:1;overflow:hidden;color:#666666;}.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper{border-bottom:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper{border-left:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper{border-top:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper{border-right:1px solid #e6e6e6;}.bk-root .bk-tabs-header.bk-above,.bk-root .bk-tabs-header.bk-below{flex-direction:row;}.bk-root .bk-tabs-header.bk-above .bk-headers,.bk-root .bk-tabs-header.bk-below .bk-headers{flex-direction:row;}.bk-root .bk-tabs-header.bk-left,.bk-root .bk-tabs-header.bk-right{flex-direction:column;}.bk-root .bk-tabs-header.bk-left .bk-headers,.bk-root .bk-tabs-header.bk-right .bk-headers{flex-direction:column;}.bk-root .bk-tabs-header .bk-headers{position:relative;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-tabs-header .bk-tab{padding:4px 8px;border:solid transparent;white-space:nowrap;cursor:pointer;}.bk-root .bk-tabs-header .bk-tab:hover{background-color:#f2f2f2;}.bk-root .bk-tabs-header .bk-tab.bk-active{color:#4d4d4d;background-color:white;border-color:#e6e6e6;}.bk-root .bk-tabs-header .bk-tab .bk-close{margin-left:10px;}.bk-root .bk-tabs-header .bk-tab.bk-disabled{cursor:not-allowed;pointer-events:none;opacity:0.65;}.bk-root .bk-tabs-header.bk-above .bk-tab{border-width:3px 1px 0px 1px;border-radius:4px 4px 0 0;}.bk-root .bk-tabs-header.bk-right .bk-tab{border-width:1px 3px 1px 0px;border-radius:0 4px 4px 0;}.bk-root .bk-tabs-header.bk-below .bk-tab{border-width:0px 1px 3px 1px;border-radius:0 0 4px 4px;}.bk-root .bk-tabs-header.bk-left .bk-tab{border-width:1px 0px 1px 3px;border-radius:4px 0 0 4px;}.bk-root .bk-close{display:inline-block;width:10px;height:10px;vertical-align:middle;background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="gray" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="gray" stroke-width="2"/>      </svg>\');}.bk-root .bk-close:hover{background-image:url(\'data:image/svg+xml;utf8,      <svg viewPort="0 0 10 10" version="1.1" xmlns="http://www.w3.org/2000/svg">        <line x1="1" y1="9" x2="9" y2="1" stroke="red" stroke-width="2"/>        <line x1="1" y1="1" x2="9" y2="9" stroke="red" stroke-width="2"/>      </svg>\');}'},
+function _(o,b,r,t,e){t(),r.root="bk-root",r.btn="bk-btn",r.active="bk-active",r.btn_default="bk-btn-default",r.btn_primary="bk-btn-primary",r.btn_success="bk-btn-success",r.btn_warning="bk-btn-warning",r.btn_danger="bk-btn-danger",r.btn_light="bk-btn-light",r.btn_group="bk-btn-group",r.vertical="bk-vertical",r.horizontal="bk-horizontal",r.dropdown_toggle="bk-dropdown-toggle",r.default=".bk-root .bk-btn{height:100%;display:inline-block;text-align:center;vertical-align:middle;white-space:nowrap;cursor:pointer;padding:6px 12px;font-size:12px;border:1px solid transparent;border-radius:4px;outline:0;user-select:none;-ms-user-select:none;-moz-user-select:none;-webkit-user-select:none;}.bk-root .bk-btn:hover,.bk-root .bk-btn:focus{text-decoration:none;}.bk-root .bk-btn:active,.bk-root .bk-btn.bk-active{background-image:none;box-shadow:inset 0 3px 5px rgba(0, 0, 0, 0.125);}.bk-root .bk-btn[disabled]{cursor:not-allowed;pointer-events:none;opacity:0.65;box-shadow:none;}.bk-root .bk-btn-default{color:#333;background-color:#fff;border-color:#ccc;}.bk-root .bk-btn-default:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-default.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-default[disabled],.bk-root .bk-btn-default[disabled]:hover,.bk-root .bk-btn-default[disabled]:focus,.bk-root .bk-btn-default[disabled]:active,.bk-root .bk-btn-default[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-primary{color:#fff;background-color:#428bca;border-color:#357ebd;}.bk-root .bk-btn-primary:hover{background-color:#3681c1;border-color:#2c699e;}.bk-root .bk-btn-primary.bk-active{background-color:#3276b1;border-color:#285e8e;}.bk-root .bk-btn-primary[disabled],.bk-root .bk-btn-primary[disabled]:hover,.bk-root .bk-btn-primary[disabled]:focus,.bk-root .bk-btn-primary[disabled]:active,.bk-root .bk-btn-primary[disabled].bk-active{background-color:#506f89;border-color:#357ebd;}.bk-root .bk-btn-success{color:#fff;background-color:#5cb85c;border-color:#4cae4c;}.bk-root .bk-btn-success:hover{background-color:#4eb24e;border-color:#409240;}.bk-root .bk-btn-success.bk-active{background-color:#47a447;border-color:#398439;}.bk-root .bk-btn-success[disabled],.bk-root .bk-btn-success[disabled]:hover,.bk-root .bk-btn-success[disabled]:focus,.bk-root .bk-btn-success[disabled]:active,.bk-root .bk-btn-success[disabled].bk-active{background-color:#667b66;border-color:#4cae4c;}.bk-root .bk-btn-warning{color:#fff;background-color:#f0ad4e;border-color:#eea236;}.bk-root .bk-btn-warning:hover{background-color:#eea43b;border-color:#e89014;}.bk-root .bk-btn-warning.bk-active{background-color:#ed9c28;border-color:#d58512;}.bk-root .bk-btn-warning[disabled],.bk-root .bk-btn-warning[disabled]:hover,.bk-root .bk-btn-warning[disabled]:focus,.bk-root .bk-btn-warning[disabled]:active,.bk-root .bk-btn-warning[disabled].bk-active{background-color:#c89143;border-color:#eea236;}.bk-root .bk-btn-danger{color:#fff;background-color:#d9534f;border-color:#d43f3a;}.bk-root .bk-btn-danger:hover{background-color:#d5433e;border-color:#bd2d29;}.bk-root .bk-btn-danger.bk-active{background-color:#d2322d;border-color:#ac2925;}.bk-root .bk-btn-danger[disabled],.bk-root .bk-btn-danger[disabled]:hover,.bk-root .bk-btn-danger[disabled]:focus,.bk-root .bk-btn-danger[disabled]:active,.bk-root .bk-btn-danger[disabled].bk-active{background-color:#a55350;border-color:#d43f3a;}.bk-root .bk-btn-light{color:#333;background-color:#fff;border-color:#ccc;border-color:transparent;}.bk-root .bk-btn-light:hover{background-color:#f5f5f5;border-color:#b8b8b8;}.bk-root .bk-btn-light.bk-active{background-color:#ebebeb;border-color:#adadad;}.bk-root .bk-btn-light[disabled],.bk-root .bk-btn-light[disabled]:hover,.bk-root .bk-btn-light[disabled]:focus,.bk-root .bk-btn-light[disabled]:active,.bk-root .bk-btn-light[disabled].bk-active{background-color:#e6e6e6;border-color:#ccc;}.bk-root .bk-btn-group{height:100%;display:flex;flex-wrap:nowrap;align-items:center;}.bk-root .bk-btn-group:not(.bk-vertical),.bk-root .bk-btn-group.bk-horizontal{flex-direction:row;}.bk-root .bk-btn-group.bk-vertical{flex-direction:column;}.bk-root .bk-btn-group > .bk-btn{flex-grow:1;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn + .bk-btn{margin-left:-1px;}.bk-root .bk-btn-group.bk-vertical > .bk-btn + .bk-btn{margin-top:-1px;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:first-child:not(:last-child){border-bottom-right-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:first-child:not(:last-child){border-bottom-left-radius:0;border-bottom-right-radius:0;}.bk-root .bk-btn-group:not(.bk-vertical) > .bk-btn:not(:first-child):last-child{border-bottom-left-radius:0;border-top-left-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn:not(:first-child):last-child{border-top-left-radius:0;border-top-right-radius:0;}.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child){border-radius:0;}.bk-root .bk-btn-group.bk-vertical > .bk-btn{width:100%;}.bk-root .bk-btn-group .bk-dropdown-toggle{flex:0 0 0;padding:6px 6px;}"},
+function _(e,t,o,n,_){var i;n();const s=e(310);class d extends s.ColumnView{}o.WidgetBoxView=d,d.__name__="WidgetBoxView";class a extends s.Column{constructor(e){super(e)}}o.WidgetBox=a,i=a,a.__name__="WidgetBox",i.prototype.default_view=d},
+function _(t,a,i,e,M){e();var T=t(135);M("MathText",T.MathText),M("Ascii",T.Ascii),M("MathML",T.MathML),M("TeX",T.TeX),M("PlainText",t(139).PlainText)},
+function _(r,o,t,e,n){e(),n("CustomJSTransform",r(322).CustomJSTransform),n("Dodge",r(323).Dodge),n("Interpolator",r(325).Interpolator),n("Jitter",r(326).Jitter),n("LinearInterpolator",r(327).LinearInterpolator),n("StepInterpolator",r(328).StepInterpolator),n("Transform",r(56).Transform)},
+function _(r,t,s,n,e){var a;n();const u=r(56),o=r(13),m=r(34);class _ extends u.Transform{constructor(r){super(r)}get names(){return(0,o.keys)(this.args)}get values(){return(0,o.values)(this.args)}_make_transform(r,t){return new Function(...this.names,r,(0,m.use_strict)(t))}get scalar_transform(){return this._make_transform("x",this.func)}get vector_transform(){return this._make_transform("xs",this.v_func)}compute(r){return this.scalar_transform(...this.values,r)}v_compute(r){return this.vector_transform(...this.values,r)}}s.CustomJSTransform=_,a=_,_.__name__="CustomJSTransform",a.define((({Unknown:r,String:t,Dict:s})=>({args:[s(r),{}],func:[t,""],v_func:[t,""]})))},
+function _(e,n,r,o,s){var t;o();const u=e(324);class a extends u.RangeTransform{constructor(e){super(e)}_compute(e){return e+this.value}}r.Dodge=a,t=a,a.__name__="Dodge",t.define((({Number:e})=>({value:[e,0]})))},
+function _(e,n,t,r,a){var s;r();const c=e(56),o=e(57),i=e(67),u=e(24),h=e(8),l=e(11);class g extends c.Transform{constructor(e){super(e)}v_compute(e){let n;this.range instanceof i.FactorRange?n=this.range.v_synthetic(e):(0,h.isArrayableOf)(e,h.isNumber)?n=e:(0,l.unreachable)();const t=new((0,u.infer_type)(n))(n.length);for(let e=0;e<n.length;e++){const r=n[e];t[e]=this._compute(r)}return t}compute(e){return this.range instanceof i.FactorRange?this._compute(this.range.synthetic(e)):(0,h.isNumber)(e)?this._compute(e):void(0,l.unreachable)()}}t.RangeTransform=g,s=g,g.__name__="RangeTransform",s.define((({Ref:e,Nullable:n})=>({range:[n(e(o.Range)),null]})))},
+function _(t,e,r,n,s){var o;n();const i=t(56),a=t(70),h=t(24),l=t(9),d=t(8);class c extends i.Transform{constructor(t){super(t),this._sorted_dirty=!0}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._sorted_dirty=!0))}v_compute(t){const e=new((0,h.infer_type)(t))(t.length);for(let r=0;r<t.length;r++){const n=t[r];e[r]=this.compute(n)}return e}sort(t=!1){if(!this._sorted_dirty)return;let e,r;if((0,d.isString)(this.x)&&(0,d.isString)(this.y)&&null!=this.data){const t=this.data.columns();if(!(0,l.includes)(t,this.x))throw new Error("The x parameter does not correspond to a valid column name defined in the data parameter");if(!(0,l.includes)(t,this.y))throw new Error("The y parameter does not correspond to a valid column name defined in the data parameter");e=this.data.get_column(this.x),r=this.data.get_column(this.y)}else{if(!(0,d.isArray)(this.x)||!(0,d.isArray)(this.y))throw new Error("parameters 'x' and 'y' must be both either string fields or arrays");e=this.x,r=this.y}if(e.length!==r.length)throw new Error("The length for x and y do not match");if(e.length<2)throw new Error("x and y must have at least two elements to support interpolation");const n=e.length,s=new Uint32Array(n);for(let t=0;t<n;t++)s[t]=t;const o=t?-1:1;s.sort(((t,r)=>o*(e[t]-e[r]))),this._x_sorted=new((0,h.infer_type)(e))(n),this._y_sorted=new((0,h.infer_type)(r))(n);for(let t=0;t<n;t++)this._x_sorted[t]=e[s[t]],this._y_sorted[t]=r[s[t]];this._sorted_dirty=!1}}r.Interpolator=c,o=c,c.__name__="Interpolator",o.define((({Boolean:t,Number:e,String:r,Ref:n,Array:s,Or:o,Nullable:i})=>({x:[o(r,s(e))],y:[o(r,s(e))],data:[i(n(a.ColumnarDataSource)),null],clip:[t,!0]})))},
+function _(t,s,e,i,r){i();const n=t(1);var o;const a=t(324),u=t(67),h=t(20),c=t(8),m=t(12),f=(0,n.__importStar)(t(10)),_=t(11);class p extends a.RangeTransform{constructor(t){super(t)}v_compute(t){var s;let e;this.range instanceof u.FactorRange?e=this.range.v_synthetic(t):(0,c.isArrayableOf)(t,c.isNumber)?e=t:(0,_.unreachable)();const i=e.length;(null===(s=this.previous_offsets)||void 0===s?void 0:s.length)!=i&&(this.previous_offsets=new Array(i),this.previous_offsets=(0,m.map)(this.previous_offsets,(()=>this._compute())));const r=this.previous_offsets;return(0,m.map)(e,((t,s)=>r[s]+t))}_compute(){switch(this.distribution){case"uniform":return this.mean+(f.random()-.5)*this.width;case"normal":return f.rnorm(this.mean,this.width)}}}e.Jitter=p,o=p,p.__name__="Jitter",o.define((({Number:t})=>({mean:[t,0],width:[t,1],distribution:[h.Distribution,"uniform"]})))},
+function _(t,s,_,r,e){r();const i=t(9),o=t(325);class n extends o.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];const s=(0,i.find_last_index)(this._x_sorted,(s=>s<t)),_=this._x_sorted[s],r=this._x_sorted[s+1],e=this._y_sorted[s],o=this._y_sorted[s+1];return e+(t-_)/(r-_)*(o-e)}}_.LinearInterpolator=n,n.__name__="LinearInterpolator"},
+function _(t,e,s,r,o){var _;r();const i=t(325),n=t(20),d=t(9);class h extends i.Interpolator{constructor(t){super(t)}compute(t){if(this.sort(!1),this.clip){if(t<this._x_sorted[0]||t>this._x_sorted[this._x_sorted.length-1])return NaN}else{if(t<this._x_sorted[0])return this._y_sorted[0];if(t>this._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}let e;switch(this.mode){case"after":e=(0,d.find_last_index)(this._x_sorted,(e=>t>=e));break;case"before":e=(0,d.find_index)(this._x_sorted,(e=>t<=e));break;case"center":{const s=(0,d.map)(this._x_sorted,(e=>Math.abs(e-t))),r=(0,d.min)(s);e=(0,d.find_index)(s,(t=>r===t));break}default:throw new Error(`unknown mode: ${this.mode}`)}return-1!=e?this._y_sorted[e]:NaN}}s.StepInterpolator=h,_=h,h.__name__="StepInterpolator",_.define((()=>({mode:[n.StepMode,"after"]})))},
+function _(p,o,t,a,n){a(),n("MapOptions",p(330).MapOptions),n("GMapOptions",p(330).GMapOptions),n("GMapPlot",p(330).GMapPlot),n("Plot",p(331).Plot)},
+function _(e,t,n,o,a){var s,p,_;o();const i=e(331),r=e(53),l=e(58),c=e(336);a("GMapPlotView",c.GMapPlotView);class d extends r.Model{constructor(e){super(e)}}n.MapOptions=d,s=d,d.__name__="MapOptions",s.define((({Int:e,Number:t})=>({lat:[t],lng:[t],zoom:[e,12]})));class u extends d{constructor(e){super(e)}}n.GMapOptions=u,p=u,u.__name__="GMapOptions",p.define((({Boolean:e,Int:t,String:n})=>({map_type:[n,"roadmap"],scale_control:[e,!1],styles:[n],tilt:[t,45]})));class M extends i.Plot{constructor(e){super(e),this.use_map=!0}}n.GMapPlot=M,_=M,M.__name__="GMapPlot",_.prototype.default_view=c.GMapPlotView,_.define((({String:e,Ref:t})=>({map_options:[t(u)],api_key:[e],api_version:[e,"weekly"]}))),_.override({x_range:()=>new l.Range1d,y_range:()=>new l.Range1d})},
+function _(e,t,r,n,i){n();const o=e(1);var a;const s=(0,o.__importStar)(e(48)),l=(0,o.__importStar)(e(18)),_=e(15),c=e(20),h=e(9),d=e(13),u=e(8),g=e(309),p=e(128),f=e(306),b=e(40),w=e(118),y=e(59),m=e(221),x=e(57),v=e(55),A=e(75),S=e(41),R=e(176),D=e(175),L=e(63),P=e(332);i("PlotView",P.PlotView);class k extends g.LayoutDOM{constructor(e){super(e),this.use_map=!1}_doc_attached(){super._doc_attached(),this._push_changes([[this.properties.inner_height,null,this.inner_height],[this.properties.inner_width,null,this.inner_width]])}initialize(){super.initialize(),this.reset=new _.Signal0(this,"reset");for(const e of(0,d.values)(this.extra_x_ranges).concat(this.x_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}for(const e of(0,d.values)(this.extra_y_ranges).concat(this.y_range)){let t=e.plots;(0,u.isArray)(t)&&(t=t.concat(this),e.setv({plots:t},{silent:!0}))}}add_layout(e,t="center"){const r=this.properties[t].get_value();this.setv({[t]:[...r,e]})}remove_layout(e){const t=t=>{(0,h.remove_by)(t,(t=>t==e))};t(this.left),t(this.right),t(this.above),t(this.below),t(this.center)}get data_renderers(){return this.renderers.filter((e=>e instanceof R.DataRenderer))}add_renderers(...e){this.renderers=this.renderers.concat(e)}add_glyph(e,t=new A.ColumnDataSource,r={}){const n=new D.GlyphRenderer(Object.assign(Object.assign({},r),{data_source:t,glyph:e}));return this.add_renderers(n),n}add_tools(...e){this.toolbar.tools=this.toolbar.tools.concat(e)}get panels(){return[...this.side_panels,...this.center]}get side_panels(){const{above:e,below:t,left:r,right:n}=this;return(0,h.concat)([e,t,r,n])}}r.Plot=k,a=k,k.__name__="Plot",a.prototype.default_view=P.PlotView,a.mixins([["outline_",s.Line],["background_",s.Fill],["border_",s.Fill]]),a.define((({Boolean:e,Number:t,String:r,Array:n,Dict:i,Or:o,Ref:a,Null:s,Nullable:_})=>({toolbar:[a(m.Toolbar),()=>new m.Toolbar],toolbar_location:[_(c.Location),"right"],toolbar_sticky:[e,!0],plot_width:[l.Alias("width")],plot_height:[l.Alias("height")],frame_width:[_(t),null],frame_height:[_(t),null],title:[o(a(w.Title),r,s),"",{convert:e=>(0,u.isString)(e)?new w.Title({text:e}):e}],title_location:[_(c.Location),"above"],above:[n(o(a(b.Annotation),a(p.Axis))),[]],below:[n(o(a(b.Annotation),a(p.Axis))),[]],left:[n(o(a(b.Annotation),a(p.Axis))),[]],right:[n(o(a(b.Annotation),a(p.Axis))),[]],center:[n(o(a(b.Annotation),a(f.Grid))),[]],renderers:[n(a(S.Renderer)),[]],x_range:[a(x.Range),()=>new L.DataRange1d],y_range:[a(x.Range),()=>new L.DataRange1d],x_scale:[a(v.Scale),()=>new y.LinearScale],y_scale:[a(v.Scale),()=>new y.LinearScale],extra_x_ranges:[i(a(x.Range)),{}],extra_y_ranges:[i(a(x.Range)),{}],extra_x_scales:[i(a(v.Scale)),{}],extra_y_scales:[i(a(v.Scale)),{}],lod_factor:[t,10],lod_interval:[t,300],lod_threshold:[_(t),2e3],lod_timeout:[t,500],hidpi:[e,!0],output_backend:[c.OutputBackend,"canvas"],min_border:[_(t),5],min_border_top:[_(t),null],min_border_left:[_(t),null],min_border_bottom:[_(t),null],min_border_right:[_(t),null],inner_width:[t,0],inner_height:[t,0],outer_width:[t,0],outer_height:[t,0],match_aspect:[e,!1],aspect_scale:[t,1],reset_policy:[c.ResetPolicy,"standard"]}))),a.override({width:600,height:600,outline_line_color:"#e5e5e5",border_fill_color:"#ffffff",background_fill_color:"#ffffff"})},
+function _(e,t,i,s,a){s();const n=e(1),o=e(126),l=e(249),r=e(309),_=e(40),h=e(118),d=e(128),u=e(220),c=e(251),p=e(113),v=e(45),g=e(19),b=e(251),m=e(333),y=e(8),w=e(9),f=e(235),x=e(208),z=e(211),k=e(209),q=e(123),M=e(65),R=e(334),V=e(335),S=e(28);class O extends r.LayoutDOMView{constructor(){super(...arguments),this._outer_bbox=new M.BBox,this._inner_bbox=new M.BBox,this._needs_paint=!0,this._needs_layout=!1,this._invalidated_painters=new Set,this._invalidate_all=!0,this._needs_notify=!1}get canvas(){return this.canvas_view}get state(){return this._state_manager}set invalidate_dataranges(e){this._range_manager.invalidate_dataranges=e}renderer_view(e){const t=this.renderer_views.get(e);if(null==t)for(const[,t]of this.renderer_views){const i=t.renderer_view(e);if(null!=i)return i}return t}get is_paused(){return null!=this._is_paused&&0!==this._is_paused}get child_models(){return[]}pause(){null==this._is_paused?this._is_paused=1:this._is_paused+=1}unpause(e=!1){if(null==this._is_paused)throw new Error("wasn't paused");this._is_paused-=1,0!=this._is_paused||e||this.request_paint("everything")}notify_finished_after_paint(){this._needs_notify=!0}request_render(){this.request_paint("everything")}request_paint(e){this.invalidate_painters(e),this.schedule_paint()}invalidate_painters(e){if("everything"==e)this._invalidate_all=!0;else if((0,y.isArray)(e))for(const t of e)this._invalidated_painters.add(t);else this._invalidated_painters.add(e)}schedule_paint(){if(!this.is_paused){const e=this.throttled_paint();this._ready=this._ready.then((()=>e))}}request_layout(){this._needs_layout=!0,this.request_paint("everything")}reset(){"standard"==this.model.reset_policy&&(this.state.clear(),this.reset_range(),this.reset_selection()),this.model.trigger_event(new c.Reset)}remove(){(0,p.remove_views)(this.renderer_views),(0,p.remove_views)(this.tool_views),this.canvas_view.remove(),super.remove()}render(){super.render(),this.el.appendChild(this.canvas_view.el),this.canvas_view.render()}initialize(){this.pause(),super.initialize(),this.lod_started=!1,this.visuals=new v.Visuals(this),this._initial_state={selection:new Map,dimensions:{width:0,height:0}},this.visibility_callbacks=[],this.renderer_views=new Map,this.tool_views=new Map,this.frame=new o.CartesianFrame(this.model.x_scale,this.model.y_scale,this.model.x_range,this.model.y_range,this.model.extra_x_ranges,this.model.extra_y_ranges,this.model.extra_x_scales,this.model.extra_y_scales),this._range_manager=new R.RangeManager(this),this._state_manager=new V.StateManager(this,this._initial_state),this.throttled_paint=(0,m.throttle)((()=>this.repaint()),1e3/60);const{title_location:e,title:t}=this.model;null!=e&&null!=t&&(this._title=t instanceof h.Title?t:new h.Title({text:t}));const{toolbar_location:i,toolbar:s}=this.model;null!=i&&null!=s&&(this._toolbar=new u.ToolbarPanel({toolbar:s}),s.toolbar_location=i)}async lazy_initialize(){await super.lazy_initialize();const{hidpi:e,output_backend:t}=this.model,i=new l.Canvas({hidpi:e,output_backend:t});this.canvas_view=await(0,p.build_view)(i,{parent:this}),this.canvas_view.plot_views=[this],await this.build_renderer_views(),await this.build_tool_views(),this._range_manager.update_dataranges(),this.unpause(!0),g.logger.debug("PlotView initialized")}_width_policy(){return null==this.model.frame_width?super._width_policy():"min"}_height_policy(){return null==this.model.frame_height?super._height_policy():"min"}_update_layout(){var e,t,i,s,a;this.layout=new z.BorderLayout,this.layout.set_sizing(this.box_sizing());const n=(0,w.copy)(this.model.above),o=(0,w.copy)(this.model.below),l=(0,w.copy)(this.model.left),r=(0,w.copy)(this.model.right),d=e=>{switch(e){case"above":return n;case"below":return o;case"left":return l;case"right":return r}},{title_location:c,title:p}=this.model;null!=c&&null!=p&&d(c).push(this._title);const{toolbar_location:v,toolbar:g}=this.model;if(null!=v&&null!=g){const e=d(v);let t=!0;if(this.model.toolbar_sticky)for(let i=0;i<e.length;i++){const s=e[i];if(s instanceof h.Title){e[i]="above"==v||"below"==v?[s,this._toolbar]:[this._toolbar,s],t=!1;break}}t&&e.push(this._toolbar)}const b=(e,t)=>{var i;const s=this.renderer_view(t);return s.panel=new q.Panel(e),null===(i=s.update_layout)||void 0===i||i.call(s),s.layout},m=(e,t)=>{const i="above"==e||"below"==e,s=[];for(const a of t)if((0,y.isArray)(a)){const t=a.map((t=>{const s=b(e,t);if(t instanceof u.ToolbarPanel){const e=i?"width_policy":"height_policy";s.set_sizing(Object.assign(Object.assign({},s.sizing),{[e]:"min"}))}return s}));let n;i?(n=new k.Row(t),n.set_sizing({width_policy:"max",height_policy:"min"})):(n=new k.Column(t),n.set_sizing({width_policy:"min",height_policy:"max"})),n.absolute=!0,s.push(n)}else s.push(b(e,a));return s},f=null!==(e=this.model.min_border)&&void 0!==e?e:0;this.layout.min_border={left:null!==(t=this.model.min_border_left)&&void 0!==t?t:f,top:null!==(i=this.model.min_border_top)&&void 0!==i?i:f,right:null!==(s=this.model.min_border_right)&&void 0!==s?s:f,bottom:null!==(a=this.model.min_border_bottom)&&void 0!==a?a:f};const M=new x.NodeLayout,R=new x.VStack,V=new x.VStack,S=new x.HStack,O=new x.HStack;M.absolute=!0,R.absolute=!0,V.absolute=!0,S.absolute=!0,O.absolute=!0,M.children=this.model.center.filter((e=>e instanceof _.Annotation)).map((e=>{var t;const i=this.renderer_view(e);return null===(t=i.update_layout)||void 0===t||t.call(i),i.layout})).filter((e=>null!=e));const{frame_width:P,frame_height:j}=this.model;M.set_sizing(Object.assign(Object.assign({},null!=P?{width_policy:"fixed",width:P}:{width_policy:"fit"}),null!=j?{height_policy:"fixed",height:j}:{height_policy:"fit"})),M.on_resize((e=>this.frame.set_geometry(e))),R.children=(0,w.reversed)(m("above",n)),V.children=m("below",o),S.children=(0,w.reversed)(m("left",l)),O.children=m("right",r),R.set_sizing({width_policy:"fit",height_policy:"min"}),V.set_sizing({width_policy:"fit",height_policy:"min"}),S.set_sizing({width_policy:"min",height_policy:"fit"}),O.set_sizing({width_policy:"min",height_policy:"fit"}),this.layout.center_panel=M,this.layout.top_panel=R,this.layout.bottom_panel=V,this.layout.left_panel=S,this.layout.right_panel=O}get axis_views(){const e=[];for(const[,t]of this.renderer_views)t instanceof d.AxisView&&e.push(t);return e}set_toolbar_visibility(e){for(const t of this.visibility_callbacks)t(e)}update_range(e,t){this.pause(),this._range_manager.update(e,t),this.unpause()}reset_range(){this.update_range(null),this.trigger_ranges_update_event()}trigger_ranges_update_event(){const{x_range:e,y_range:t}=this.model;this.model.trigger_event(new b.RangesUpdate(e.start,e.end,t.start,t.end))}get_selection(){const e=new Map;for(const t of this.model.data_renderers){const{selected:i}=t.selection_manager.source;e.set(t,i)}return e}update_selection(e){for(const t of this.model.data_renderers){const i=t.selection_manager.source;if(null!=e){const s=e.get(t);null!=s&&i.selected.update(s,!0)}else i.selection_manager.clear()}}reset_selection(){this.update_selection(null)}_invalidate_layout(){(()=>{var e;for(const t of this.model.side_panels){const i=this.renderer_views.get(t);if(null===(e=i.layout)||void 0===e?void 0:e.has_size_changed())return this.invalidate_painters(i),!0}return!1})()&&this.root.compute_layout()}get_renderer_views(){return this.computed_renderers.map((e=>this.renderer_views.get(e)))}*_compute_renderers(){const{above:e,below:t,left:i,right:s,center:a,renderers:n}=this.model;yield*n,yield*e,yield*t,yield*i,yield*s,yield*a,null!=this._title&&(yield this._title),null!=this._toolbar&&(yield this._toolbar);for(const e of this.model.toolbar.tools)null!=e.overlay&&(yield e.overlay),yield*e.synthetic_renderers}async build_renderer_views(){this.computed_renderers=[...this._compute_renderers()],await(0,p.build_views)(this.renderer_views,this.computed_renderers,{parent:this})}async build_tool_views(){const e=this.model.toolbar.tools;(await(0,p.build_views)(this.tool_views,e,{parent:this})).map((e=>this.canvas_view.ui_event_bus.register_tool(e)))}connect_signals(){super.connect_signals();const{x_ranges:e,y_ranges:t}=this.frame;for(const[,t]of e)this.connect(t.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));for(const[,e]of t)this.connect(e.change,(()=>{this._needs_layout=!0,this.request_paint("everything")}));const{above:i,below:s,left:a,right:n,center:o,renderers:l}=this.model.properties;this.on_change([i,s,a,n,o,l],(async()=>await this.build_renderer_views())),this.connect(this.model.toolbar.properties.tools.change,(async()=>{await this.build_renderer_views(),await this.build_tool_views()})),this.connect(this.model.change,(()=>this.request_paint("everything"))),this.connect(this.model.reset,(()=>this.reset()))}has_finished(){if(!super.has_finished())return!1;if(this.model.visible)for(const[,e]of this.renderer_views)if(!e.has_finished())return!1;return!0}after_layout(){var e;super.after_layout();for(const[,t]of this.renderer_views)t instanceof _.AnnotationView&&(null===(e=t.after_layout)||void 0===e||e.call(t));if(this._needs_layout=!1,this.model.setv({inner_width:Math.round(this.frame.bbox.width),inner_height:Math.round(this.frame.bbox.height),outer_width:Math.round(this.layout.bbox.width),outer_height:Math.round(this.layout.bbox.height)},{no_change:!0}),!1!==this.model.match_aspect&&(this.pause(),this._range_manager.update_dataranges(),this.unpause(!0)),!this._outer_bbox.equals(this.layout.bbox)){const{width:e,height:t}=this.layout.bbox;this.canvas_view.resize(e,t),this._outer_bbox=this.layout.bbox,this._invalidate_all=!0,this._needs_paint=!0}const{inner_bbox:t}=this.layout;this._inner_bbox.equals(t)||(this._inner_bbox=t,this._needs_paint=!0),this._needs_paint&&this.paint()}repaint(){this._needs_layout&&this._invalidate_layout(),this.paint()}paint(){this.is_paused||(this.model.visible&&(g.logger.trace(`${this.toString()}.paint()`),this._actual_paint()),this._needs_notify&&(this._needs_notify=!1,this.notify_finished()))}_actual_paint(){var e;const{document:t}=this.model;if(null!=t){const e=t.interactive_duration();e>=0&&e<this.model.lod_interval?setTimeout((()=>{t.interactive_duration()>this.model.lod_timeout&&t.interactive_stop(),this.request_paint("everything")}),this.model.lod_timeout):t.interactive_stop()}this._range_manager.invalidate_dataranges&&(this._range_manager.update_dataranges(),this._invalidate_layout());let i=!1,s=!1;if(this._invalidate_all)i=!0,s=!0;else for(const e of this._invalidated_painters){const{level:t}=e.model;if("overlay"!=t?i=!0:s=!0,i&&s)break}this._invalidated_painters.clear(),this._invalidate_all=!1;const a=[this.frame.bbox.left,this.frame.bbox.top,this.frame.bbox.width,this.frame.bbox.height],{primary:n,overlays:o}=this.canvas_view;i&&(n.prepare(),this.canvas_view.prepare_webgl(a),this._map_hook(n.ctx,a),this._paint_empty(n.ctx,a),this._paint_outline(n.ctx,a),this._paint_levels(n.ctx,"image",a,!0),this._paint_levels(n.ctx,"underlay",a,!0),this._paint_levels(n.ctx,"glyph",a,!0),this._paint_levels(n.ctx,"guide",a,!1),this._paint_levels(n.ctx,"annotation",a,!1),n.finish()),(s||S.settings.wireframe)&&(o.prepare(),this._paint_levels(o.ctx,"overlay",a,!1),S.settings.wireframe&&this._paint_layout(o.ctx,this.layout),o.finish()),null==this._initial_state.range&&(this._initial_state.range=null!==(e=this._range_manager.compute_initial())&&void 0!==e?e:void 0),this._needs_paint=!1}_paint_levels(e,t,i,s){for(const a of this.computed_renderers){if(a.level!=t)continue;const n=this.renderer_views.get(a);e.save(),(s||n.needs_clip)&&(e.beginPath(),e.rect(...i),e.clip()),n.render(),e.restore(),n.has_webgl&&n.needs_webgl_blit&&this.canvas_view.blit_webgl(e)}}_paint_layout(e,t){const{x:i,y:s,width:a,height:n}=t.bbox;e.strokeStyle="blue",e.strokeRect(i,s,a,n);for(const a of t)e.save(),t.absolute||e.translate(i,s),this._paint_layout(e,a),e.restore()}_map_hook(e,t){}_paint_empty(e,t){const[i,s,a,n]=[0,0,this.layout.bbox.width,this.layout.bbox.height],[o,l,r,_]=t;this.visuals.border_fill.doit&&(this.visuals.border_fill.set_value(e),e.fillRect(i,s,a,n),e.clearRect(o,l,r,_)),this.visuals.background_fill.doit&&(this.visuals.background_fill.set_value(e),e.fillRect(o,l,r,_))}_paint_outline(e,t){if(this.visuals.outline_line.doit){e.save(),this.visuals.outline_line.set_value(e);let[i,s,a,n]=t;i+a==this.layout.bbox.width&&(a-=1),s+n==this.layout.bbox.height&&(n-=1),e.strokeRect(i,s,a,n),e.restore()}}to_blob(){return this.canvas_view.to_blob()}export(e,t=!0){const i="png"==e?"canvas":"svg",s=new f.CanvasLayer(i,t),{width:a,height:n}=this.layout.bbox;s.resize(a,n);const{canvas:o}=this.canvas_view.compose();return s.ctx.drawImage(o,0,0),s}serializable_state(){const e=super.serializable_state(),{children:t}=e,i=(0,n.__rest)(e,["children"]),s=this.get_renderer_views().map((e=>e.serializable_state())).filter((e=>null!=e.bbox));return Object.assign(Object.assign({},i),{children:[...null!=t?t:[],...s]})}}i.PlotView=O,O.__name__="PlotView"},
+function _(t,n,e,o,u){o(),e.throttle=function(t,n){let e=null,o=0,u=!1;return function(){return new Promise(((r,i)=>{const l=function(){o=Date.now(),e=null,u=!1;try{t(),r()}catch(t){i(t)}},a=Date.now(),c=n-(a-o);c<=0&&!u?(null!=e&&clearTimeout(e),u=!0,requestAnimationFrame(l)):e||u?r():e=setTimeout((()=>requestAnimationFrame(l)),c)}))}}},
+function _(t,n,e,a,s){a();const o=t(63),r=t(19);class l{constructor(t){this.parent=t,this.invalidate_dataranges=!0}get frame(){return this.parent.frame}update(t,n){const{x_ranges:e,y_ranges:a}=this.frame;if(null==t){for(const[,t]of e)t.reset();for(const[,t]of a)t.reset();this.update_dataranges()}else{const s=[];for(const[n,a]of e)s.push([a,t.xrs.get(n)]);for(const[n,e]of a)s.push([e,t.yrs.get(n)]);(null==n?void 0:n.scrolling)&&this._update_ranges_together(s),this._update_ranges_individually(s,n)}}reset(){this.update(null)}_update_dataranges(t){const n=new Map,e=new Map;let a=!1;for(const[,n]of t.x_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const[,n]of t.y_ranges)n instanceof o.DataRange1d&&"log"==n.scale_hint&&(a=!0);for(const t of this.parent.model.data_renderers){const s=this.parent.renderer_view(t);if(null==s)continue;const o=s.glyph_view.bounds();if(null!=o&&n.set(t,o),a){const n=s.glyph_view.log_bounds();null!=n&&e.set(t,n)}}let s=!1,l=!1;const i=t.x_target.span,d=t.y_target.span;let u;!1!==this.parent.model.match_aspect&&0!=i&&0!=d&&(u=1/this.parent.model.aspect_scale*(i/d));for(const[,a]of t.x_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,0,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}for(const[,a]of t.y_ranges){if(a instanceof o.DataRange1d){const t="log"==a.scale_hint?e:n;a.update(t,1,this.parent.model,u),a.follow&&(s=!0)}null!=a.bounds&&(l=!0)}if(s&&l){r.logger.warn("Follow enabled so bounds are unset.");for(const[,n]of t.x_ranges)n.bounds=null;for(const[,n]of t.y_ranges)n.bounds=null}}update_dataranges(){this._update_dataranges(this.frame);for(const t of this.parent.model.renderers){const{coordinates:n}=t;null!=n&&this._update_dataranges(n)}null!=this.compute_initial()&&(this.invalidate_dataranges=!1)}compute_initial(){let t=!0;const{x_ranges:n,y_ranges:e}=this.frame,a=new Map,s=new Map;for(const[e,s]of n){const{start:n,end:o}=s;if(null==n||null==o||isNaN(n+o)){t=!1;break}a.set(e,{start:n,end:o})}if(t)for(const[n,a]of e){const{start:e,end:o}=a;if(null==e||null==o||isNaN(e+o)){t=!1;break}s.set(n,{start:e,end:o})}return t?{xrs:a,yrs:s}:(r.logger.warn("could not set initial ranges"),null)}_update_ranges_together(t){let n=1;for(const[e,a]of t)n=Math.min(n,this._get_weight_to_constrain_interval(e,a));if(n<1)for(const[e,a]of t)a.start=n*a.start+(1-n)*e.start,a.end=n*a.end+(1-n)*e.end}_update_ranges_individually(t,n){const e=!!(null==n?void 0:n.panning),a=!!(null==n?void 0:n.scrolling);let s=!1;for(const[n,o]of t){if(!a){const t=this._get_weight_to_constrain_interval(n,o);t<1&&(o.start=t*o.start+(1-t)*n.start,o.end=t*o.end+(1-t)*n.end)}if(null!=n.bounds&&"auto"!=n.bounds){const[t,r]=n.bounds,l=Math.abs(o.end-o.start);n.is_reversed?(null!=t&&t>o.end&&(s=!0,o.end=t,(e||a)&&(o.start=t+l)),null!=r&&r<o.start&&(s=!0,o.start=r,(e||a)&&(o.end=r-l))):(null!=t&&t>o.start&&(s=!0,o.start=t,(e||a)&&(o.end=t+l)),null!=r&&r<o.end&&(s=!0,o.end=r,(e||a)&&(o.start=r-l)))}}if(!(a&&s&&(null==n?void 0:n.maintain_focus)))for(const[n,e]of t)n.have_updated_interactively=!0,n.start==e.start&&n.end==e.end||n.setv(e)}_get_weight_to_constrain_interval(t,n){const{min_interval:e}=t;let{max_interval:a}=t;if(null!=t.bounds&&"auto"!=t.bounds){const[n,e]=t.bounds;if(null!=n&&null!=e){const t=Math.abs(e-n);a=null!=a?Math.min(a,t):t}}let s=1;if(null!=e||null!=a){const o=Math.abs(t.end-t.start),r=Math.abs(n.end-n.start);null!=e&&e>0&&r<e&&(s=(o-e)/(o-r)),null!=a&&a>0&&r>a&&(s=(a-o)/(r-o)),s=Math.max(0,Math.min(1,s))}return s}}e.RangeManager=l,l.__name__="RangeManager"},
+function _(t,i,s,e,n){e();const h=t(15);class a{constructor(t,i){this.parent=t,this.initial_state=i,this.changed=new h.Signal0(this.parent,"state_changed"),this.history=[],this.index=-1}_do_state_change(t){const i=null!=this.history[t]?this.history[t].state:this.initial_state;return null!=i.range&&this.parent.update_range(i.range),null!=i.selection&&this.parent.update_selection(i.selection),i}push(t,i){const{history:s,index:e}=this,n=null!=s[e]?s[e].state:{},h=Object.assign(Object.assign(Object.assign({},this.initial_state),n),i);this.history=this.history.slice(0,this.index+1),this.history.push({type:t,state:h}),this.index=this.history.length-1,this.changed.emit()}clear(){this.history=[],this.index=-1,this.changed.emit()}undo(){if(this.can_undo){this.index-=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}redo(){if(this.can_redo){this.index+=1;const t=this._do_state_change(this.index);return this.changed.emit(),t}return null}get can_undo(){return this.index>=0}get can_redo(){return this.index<this.history.length-1}}s.StateManager=a,a.__name__="StateManager"},
+function _(t,e,s,o,i){o();const a=t(19),n=t(15),p=t(43),l=t(78),_=t(22),h=t(332),m=new n.Signal0({},"gmaps_ready");class d extends h.PlotView{initialize(){this.pause(),super.initialize(),this._tiles_loaded=!1,this.zoom_count=0;const{zoom:t,lat:e,lng:s}=this.model.map_options;if(this.initial_zoom=t,this.initial_lat=e,this.initial_lng=s,!this.model.api_key){const t="https://developers.google.com/maps/documentation/javascript/get-api-key";a.logger.error(`api_key is required. See ${t} for more information on how to obtain your own.`)}if("undefined"==typeof google||null==google.maps){if(void 0===window._bokeh_gmaps_callback){const{api_key:t,api_version:e}=this.model;!function(t,e){window._bokeh_gmaps_callback=()=>m.emit();const s=encodeURIComponent,o=document.createElement("script");o.type="text/javascript",o.src=`https://maps.googleapis.com/maps/api/js?v=${s(e)}&key=${s(t)}&callback=_bokeh_gmaps_callback`,document.body.appendChild(o)}(t,e)}m.connect((()=>this.request_paint("everything")))}this.unpause()}remove(){(0,p.remove)(this.map_el),super.remove()}update_range(t,e){var s,o;if(null==t)this.map.setCenter({lat:this.initial_lat,lng:this.initial_lng}),this.map.setOptions({zoom:this.initial_zoom}),super.update_range(null,e);else if(null!=t.sdx||null!=t.sdy)this.map.panBy(null!==(s=t.sdx)&&void 0!==s?s:0,null!==(o=t.sdy)&&void 0!==o?o:0),super.update_range(t,e);else if(null!=t.factor){if(10!==this.zoom_count)return void(this.zoom_count+=1);this.zoom_count=0,this.pause(),super.update_range(t,e);const s=t.factor<0?-1:1,o=this.map.getZoom();if(null!=o){const t=o+s;if(t>=2){this.map.setZoom(t);const[e,s]=this._get_projected_bounds();s-e<0&&this.map.setZoom(o)}}this.unpause()}this._set_bokeh_ranges()}_build_map(){const{maps:t}=google;this.map_types={satellite:t.MapTypeId.SATELLITE,terrain:t.MapTypeId.TERRAIN,roadmap:t.MapTypeId.ROADMAP,hybrid:t.MapTypeId.HYBRID};const e=this.model.map_options,s={center:new t.LatLng(e.lat,e.lng),zoom:e.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[e.map_type],scaleControl:e.scale_control,tilt:e.tilt};null!=e.styles&&(s.styles=JSON.parse(e.styles)),this.map_el=(0,p.div)({style:{position:"absolute"}}),this.canvas_view.add_underlay(this.map_el),this.map=new t.Map(this.map_el,s),t.event.addListener(this.map,"idle",(()=>this._set_bokeh_ranges())),t.event.addListener(this.map,"bounds_changed",(()=>this._set_bokeh_ranges())),t.event.addListenerOnce(this.map,"tilesloaded",(()=>this._render_finished())),this.connect(this.model.properties.map_options.change,(()=>this._update_options())),this.connect(this.model.map_options.properties.styles.change,(()=>this._update_styles())),this.connect(this.model.map_options.properties.lat.change,(()=>this._update_center("lat"))),this.connect(this.model.map_options.properties.lng.change,(()=>this._update_center("lng"))),this.connect(this.model.map_options.properties.zoom.change,(()=>this._update_zoom())),this.connect(this.model.map_options.properties.map_type.change,(()=>this._update_map_type())),this.connect(this.model.map_options.properties.scale_control.change,(()=>this._update_scale_control())),this.connect(this.model.map_options.properties.tilt.change,(()=>this._update_tilt()))}_render_finished(){this._tiles_loaded=!0,this.notify_finished()}has_finished(){return super.has_finished()&&!0===this._tiles_loaded}_get_latlon_bounds(){const t=this.map.getBounds(),e=t.getNorthEast(),s=t.getSouthWest();return[s.lng(),e.lng(),s.lat(),e.lat()]}_get_projected_bounds(){const[t,e,s,o]=this._get_latlon_bounds(),[i,a]=l.wgs84_mercator.compute(t,s),[n,p]=l.wgs84_mercator.compute(e,o);return[i,n,a,p]}_set_bokeh_ranges(){const[t,e,s,o]=this._get_projected_bounds();this.frame.x_range.setv({start:t,end:e}),this.frame.y_range.setv({start:s,end:o})}_update_center(t){var e;const s=null===(e=this.map.getCenter())||void 0===e?void 0:e.toJSON();null!=s&&(s[t]=this.model.map_options[t],this.map.setCenter(s),this._set_bokeh_ranges())}_update_map_type(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})}_update_scale_control(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})}_update_tilt(){this.map.setOptions({tilt:this.model.map_options.tilt})}_update_options(){this._update_styles(),this._update_center("lat"),this._update_center("lng"),this._update_zoom(),this._update_map_type()}_update_styles(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})}_update_zoom(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()}_map_hook(t,e){if(null==this.map&&"undefined"!=typeof google&&null!=google.maps&&this._build_map(),null!=this.map_el){const[t,s,o,i]=e;this.map_el.style.top=`${s}px`,this.map_el.style.left=`${t}px`,this.map_el.style.width=`${o}px`,this.map_el.style.height=`${i}px`}}_paint_empty(t,e){const s=this.layout.bbox.width,o=this.layout.bbox.height,[i,a,n,p]=e;t.clearRect(0,0,s,o),t.beginPath(),t.moveTo(0,0),t.lineTo(0,o),t.lineTo(s,o),t.lineTo(s,0),t.lineTo(0,0),t.moveTo(i,a),t.lineTo(i+n,a),t.lineTo(i+n,a+p),t.lineTo(i,a+p),t.lineTo(i,a),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=(0,_.color2css)(this.model.border_fill_color),t.fill())}}s.GMapPlotView=d,d.__name__="GMapPlotView"},
+function _(t,_,n,o,r){o();(0,t(1).__exportStar)(t(132),n)},
+function _(e,r,d,n,R){n(),R("GlyphRenderer",e(175).GlyphRenderer),R("GraphRenderer",e(339).GraphRenderer),R("GuideRenderer",e(129).GuideRenderer);var G=e(41);R("Renderer",G.Renderer),R("RendererGroup",G.RendererGroup)},
+function _(e,r,i,n,t){var o;n();const s=e(176),d=e(175),a=e(303),p=e(302),l=e(113),_=e(178),h=e(283),y=e(286);class c extends s.DataRendererView{get glyph_view(){return this.node_view.glyph}async lazy_initialize(){await super.lazy_initialize(),this.apply_coordinates();const{parent:e}=this,{edge_renderer:r,node_renderer:i}=this.model;this.edge_view=await(0,l.build_view)(r,{parent:e}),this.node_view=await(0,l.build_view)(i,{parent:e})}connect_signals(){super.connect_signals(),this.connect(this.model.layout_provider.change,(()=>{this.apply_coordinates(),this.edge_view.set_data(),this.node_view.set_data(),this.request_render()}))}apply_coordinates(){const{edge_renderer:e,node_renderer:r}=this.model;if(!(e.glyph instanceof h.MultiLine||e.glyph instanceof y.Patches))throw new Error(`${this}.edge_renderer.glyph must be a MultiLine glyph`);if(!(r.glyph instanceof _.XYGlyph))throw new Error(`${this}.node_renderer.glyph must be a XYGlyph glyph`);const i=this.model.layout_provider.edge_coordinates,n=this.model.layout_provider.node_coordinates;e.glyph.properties.xs.internal=!0,e.glyph.properties.ys.internal=!0,r.glyph.properties.x.internal=!0,r.glyph.properties.y.internal=!0,e.glyph.xs={expr:i.x},e.glyph.ys={expr:i.y},r.glyph.x={expr:n.x},r.glyph.y={expr:n.y}}remove(){this.edge_view.remove(),this.node_view.remove(),super.remove()}_render(){this.edge_view.render(),this.node_view.render()}renderer_view(e){if(e instanceof d.GlyphRenderer){if(e==this.edge_view.model)return this.edge_view;if(e==this.node_view.model)return this.node_view}return super.renderer_view(e)}}i.GraphRendererView=c,c.__name__="GraphRendererView";class g extends s.DataRenderer{constructor(e){super(e)}get_selection_manager(){return this.node_renderer.data_source.selection_manager}}i.GraphRenderer=g,o=g,g.__name__="GraphRenderer",o.prototype.default_view=c,o.define((({Ref:e})=>({layout_provider:[e(a.LayoutProvider)],node_renderer:[e(d.GlyphRenderer)],edge_renderer:[e(d.GlyphRenderer)],selection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly],inspection_policy:[e(p.GraphHitTestPolicy),()=>new p.NodesOnly]})))},
+function _(e,t,n,o,c){o();(0,e(1).__exportStar)(e(74),n),c("Selection",e(72).Selection)},
+function _(a,e,S,o,r){o(),r("ServerSentDataSource",a(342).ServerSentDataSource),r("AjaxDataSource",a(344).AjaxDataSource),r("ColumnDataSource",a(75).ColumnDataSource),r("ColumnarDataSource",a(70).ColumnarDataSource),r("CDSView",a(190).CDSView),r("DataSource",a(71).DataSource),r("GeoJSONDataSource",a(345).GeoJSONDataSource),r("WebDataSource",a(343).WebDataSource)},
+function _(e,t,i,a,s){a();const n=e(343);class r extends n.WebDataSource{constructor(e){super(e),this.initialized=!1}setup(){if(!this.initialized){this.initialized=!0;new EventSource(this.data_url).onmessage=e=>{var t;this.load_data(JSON.parse(e.data),this.mode,null!==(t=this.max_size)&&void 0!==t?t:void 0)}}}}i.ServerSentDataSource=r,r.__name__="ServerSentDataSource"},
+function _(e,t,a,n,r){var s;n();const l=e(75),o=e(20);class c extends l.ColumnDataSource{constructor(e){super(e)}get_column(e){const t=this.data[e];return null!=t?t:[]}get_length(){var e;return null!==(e=super.get_length())&&void 0!==e?e:0}initialize(){super.initialize(),this.setup()}load_data(e,t,a){const{adapter:n}=this;let r;switch(r=null!=n?n.execute(this,{response:e}):e,t){case"replace":this.data=r;break;case"append":{const e=this.data;for(const t of this.columns()){const n=Array.from(e[t]),s=Array.from(r[t]),l=n.concat(s);r[t]=null!=a?l.slice(-a):l}this.data=r;break}}}}a.WebDataSource=c,s=c,c.__name__="WebDataSource",s.define((({Any:e,Int:t,String:a,Nullable:n})=>({max_size:[n(t),null],mode:[o.UpdateMode,"replace"],adapter:[n(e),null],data_url:[a]})))},
+function _(t,e,i,s,a){var n;s();const r=t(343),o=t(20),l=t(19),d=t(13);class h extends r.WebDataSource{constructor(t){super(t),this.interval=null,this.initialized=!1}destroy(){null!=this.interval&&clearInterval(this.interval),super.destroy()}setup(){if(!this.initialized&&(this.initialized=!0,this.get_data(this.mode),null!=this.polling_interval)){const t=()=>this.get_data(this.mode,this.max_size,this.if_modified);this.interval=setInterval(t,this.polling_interval)}}get_data(t,e=null,i=!1){const s=this.prepare_request();s.addEventListener("load",(()=>this.do_load(s,t,null!=e?e:void 0))),s.addEventListener("error",(()=>this.do_error(s))),s.send()}prepare_request(){const t=new XMLHttpRequest;t.open(this.method,this.data_url,!0),t.withCredentials=!1,t.setRequestHeader("Content-Type",this.content_type);const e=this.http_headers;for(const[i,s]of(0,d.entries)(e))t.setRequestHeader(i,s);return t}do_load(t,e,i){if(200===t.status){const s=JSON.parse(t.responseText);this.load_data(s,e,i)}}do_error(t){l.logger.error(`Failed to fetch JSON from ${this.data_url} with code ${t.status}`)}}i.AjaxDataSource=h,n=h,h.__name__="AjaxDataSource",n.define((({Boolean:t,Int:e,String:i,Dict:s,Nullable:a})=>({polling_interval:[a(e),null],content_type:[i,"application/json"],http_headers:[s(i),{}],method:[o.HTTPMethod,"POST"],if_modified:[t,!1]})))},
+function _(e,t,o,r,n){var s;r();const a=e(70),i=e(19),l=e(9),c=e(13);function _(e){return null!=e?e:NaN}const{hasOwnProperty:g}=Object.prototype;class u extends a.ColumnarDataSource{constructor(e){super(e)}initialize(){super.initialize(),this._update_data()}connect_signals(){super.connect_signals(),this.connect(this.properties.geojson.change,(()=>this._update_data()))}_update_data(){this.data=this.geojson_to_column_data()}_get_new_list_array(e){return(0,l.range)(0,e).map((e=>[]))}_get_new_nan_array(e){return(0,l.range)(0,e).map((e=>NaN))}_add_properties(e,t,o,r){var n;const s=null!==(n=e.properties)&&void 0!==n?n:{};for(const[e,n]of(0,c.entries)(s))g.call(t,e)||(t[e]=this._get_new_nan_array(r)),t[e][o]=_(n)}_add_geometry(e,t,o){function r(e,t){return e.concat([[NaN,NaN,NaN]]).concat(t)}switch(e.type){case"Point":{const[r,n,s]=e.coordinates;t.x[o]=r,t.y[o]=n,t.z[o]=_(s);break}case"LineString":{const{coordinates:r}=e;for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"Polygon":{e.coordinates.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used.");const r=e.coordinates[0];for(let e=0;e<r.length;e++){const[n,s,a]=r[e];t.xs[o][e]=n,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPoint":i.logger.warn("MultiPoint not supported in Bokeh");break;case"MultiLineString":{const n=e.coordinates.reduce(r);for(let e=0;e<n.length;e++){const[r,s,a]=n[e];t.xs[o][e]=r,t.ys[o][e]=s,t.zs[o][e]=_(a)}break}case"MultiPolygon":{const n=[];for(const t of e.coordinates)t.length>1&&i.logger.warn("Bokeh does not support Polygons with holes in, only exterior ring used."),n.push(t[0]);const s=n.reduce(r);for(let e=0;e<s.length;e++){const[r,n,a]=s[e];t.xs[o][e]=r,t.ys[o][e]=n,t.zs[o][e]=_(a)}break}default:throw new Error(`Invalid GeoJSON geometry type: ${e.type}`)}}geojson_to_column_data(){const e=JSON.parse(this.geojson);let t;switch(e.type){case"GeometryCollection":if(null==e.geometries)throw new Error("No geometries found in GeometryCollection");if(0===e.geometries.length)throw new Error("geojson.geometries must have one or more items");t=e.geometries;break;case"FeatureCollection":if(null==e.features)throw new Error("No features found in FeaturesCollection");if(0==e.features.length)throw new Error("geojson.features must have one or more items");t=e.features;break;default:throw new Error("Bokeh only supports type GeometryCollection and FeatureCollection at top level")}let o=0;for(const e of t){const t="Feature"===e.type?e.geometry:e;"GeometryCollection"==t.type?o+=t.geometries.length:o+=1}const r={x:this._get_new_nan_array(o),y:this._get_new_nan_array(o),z:this._get_new_nan_array(o),xs:this._get_new_list_array(o),ys:this._get_new_list_array(o),zs:this._get_new_list_array(o)};let n=0;for(const e of t){const t="Feature"==e.type?e.geometry:e;if("GeometryCollection"==t.type)for(const s of t.geometries)this._add_geometry(s,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1;else this._add_geometry(t,r,n),"Feature"===e.type&&this._add_properties(e,r,n,o),n+=1}return r}}o.GeoJSONDataSource=u,s=u,u.__name__="GeoJSONDataSource",s.define((({String:e})=>({geojson:[e]}))),s.internal((({Dict:e,Arrayable:t})=>({data:[e(t),{}]})))},
+function _(e,r,T,o,S){o(),S("BBoxTileSource",e(347).BBoxTileSource),S("MercatorTileSource",e(348).MercatorTileSource),S("QUADKEYTileSource",e(351).QUADKEYTileSource),S("TileRenderer",e(352).TileRenderer),S("TileSource",e(349).TileSource),S("TMSTileSource",e(355).TMSTileSource),S("WMTSTileSource",e(353).WMTSTileSource)},
+function _(e,t,r,o,l){var i;o();const n=e(348);class s extends n.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars);let l,i,n,s;return this.use_latlon?[i,s,l,n]=this.get_tile_geographic_bounds(e,t,r):[i,s,l,n]=this.get_tile_meter_bounds(e,t,r),o.replace("{XMIN}",i.toString()).replace("{YMIN}",s.toString()).replace("{XMAX}",l.toString()).replace("{YMAX}",n.toString())}}r.BBoxTileSource=s,i=s,s.__name__="BBoxTileSource",i.define((({Boolean:e})=>({use_latlon:[e,!1]})))},
+function _(t,e,i,_,s){var r;_();const o=t(349),n=t(9),l=t(350);class u extends o.TileSource{constructor(t){super(t)}initialize(){super.initialize(),this._resolutions=(0,n.range)(this.min_zoom,this.max_zoom+1).map((t=>this.get_resolution(t)))}_computed_initial_resolution(){return null!=this.initial_resolution?this.initial_resolution:2*Math.PI*6378137/this.tile_size}is_valid_tile(t,e,i){return!(!this.wrap_around&&(t<0||t>=2**i))&&!(e<0||e>=2**i)}parent_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=_.substring(0,_.length-1);return this.quadkey_to_tile_xyz(s)}get_resolution(t){return this._computed_initial_resolution()/2**t}get_resolution_by_extent(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]}get_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s);let o=0;for(const t of this._resolutions){if(r>t){if(0==o)return 0;if(o>0)return o-1}o+=1}return o-1}get_closest_level_by_extent(t,e,i){const _=(t[2]-t[0])/i,s=(t[3]-t[1])/e,r=Math.max(_,s),o=this._resolutions.reduce((function(t,e){return Math.abs(e-r)<Math.abs(t-r)?e:t}));return this._resolutions.indexOf(o)}snap_to_zoom_level(t,e,i,_){const[s,r,o,n]=t,l=this._resolutions[_];let u=i*l,a=e*l;if(!this.snap_to_zoom){const t=(o-s)/u,e=(n-r)/a;t>e?(u=o-s,a*=t):(u*=e,a=n-r)}const h=(u-(o-s))/2,c=(a-(n-r))/2;return[s-h,r-c,o+h,n+c]}tms_to_wmts(t,e,i){return[t,2**i-1-e,i]}wmts_to_tms(t,e,i){return[t,2**i-1-e,i]}pixels_to_meters(t,e,i){const _=this.get_resolution(i);return[t*_-this.x_origin_offset,e*_-this.y_origin_offset]}meters_to_pixels(t,e,i){const _=this.get_resolution(i);return[(t+this.x_origin_offset)/_,(e+this.y_origin_offset)/_]}pixels_to_tile(t,e){let i=Math.ceil(t/this.tile_size);i=0===i?i:i-1;return[i,Math.max(Math.ceil(e/this.tile_size)-1,0)]}pixels_to_raster(t,e,i){return[t,(this.tile_size<<i)-e]}meters_to_tile(t,e,i){const[_,s]=this.meters_to_pixels(t,e,i);return this.pixels_to_tile(_,s)}get_tile_meter_bounds(t,e,i){const[_,s]=this.pixels_to_meters(t*this.tile_size,e*this.tile_size,i),[r,o]=this.pixels_to_meters((t+1)*this.tile_size,(e+1)*this.tile_size,i);return[_,s,r,o]}get_tile_geographic_bounds(t,e,i){const _=this.get_tile_meter_bounds(t,e,i),[s,r,o,n]=(0,l.meters_extent_to_geographic)(_);return[s,r,o,n]}get_tiles_by_extent(t,e,i=1){const[_,s,r,o]=t;let[n,l]=this.meters_to_tile(_,s,e),[u,a]=this.meters_to_tile(r,o,e);n-=i,l-=i,u+=i,a+=i;const h=[];for(let t=a;t>=l;t--)for(let i=n;i<=u;i++)this.is_valid_tile(i,t,e)&&h.push([i,t,e,this.get_tile_meter_bounds(i,t,e)]);return this.sort_tiles_from_center(h,[n,l,u,a]),h}quadkey_to_tile_xyz(t){let e=0,i=0;const _=t.length;for(let s=_;s>0;s--){const r=1<<s-1;switch(t.charAt(_-s)){case"0":continue;case"1":e|=r;break;case"2":i|=r;break;case"3":e|=r,i|=r;break;default:throw new TypeError(`Invalid Quadkey: ${t}`)}}return[e,i,_]}tile_xyz_to_quadkey(t,e,i){let _="";for(let s=i;s>0;s--){const i=1<<s-1;let r=0;0!=(t&i)&&(r+=1),0!=(e&i)&&(r+=2),_+=r.toString()}return _}children_by_tile_xyz(t,e,i){const _=this.tile_xyz_to_quadkey(t,e,i),s=[];for(let t=0;t<=3;t++){const[e,i,r]=this.quadkey_to_tile_xyz(_+t.toString()),o=this.get_tile_meter_bounds(e,i,r);s.push([e,i,r,o])}return s}get_closest_parent_by_tile_xyz(t,e,i){const _=this.calculate_world_x_by_tile_xyz(t,e,i);[t,e,i]=this.normalize_xyz(t,e,i);let s=this.tile_xyz_to_quadkey(t,e,i);for(;s.length>0;)if(s=s.substring(0,s.length-1),[t,e,i]=this.quadkey_to_tile_xyz(s),[t,e,i]=this.denormalize_xyz(t,e,i,_),this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]}normalize_xyz(t,e,i){if(this.wrap_around){const _=2**i;return[(t%_+_)%_,e,i]}return[t,e,i]}denormalize_xyz(t,e,i,_){return[t+_*2**i,e,i]}denormalize_meters(t,e,i,_){return[t+2*_*Math.PI*6378137,e]}calculate_world_x_by_tile_xyz(t,e,i){return Math.floor(t/2**i)}}i.MercatorTileSource=u,r=u,u.__name__="MercatorTileSource",r.define((({Boolean:t})=>({snap_to_zoom:[t,!1],wrap_around:[t,!0]}))),r.override({x_origin_offset:20037508.34,y_origin_offset:20037508.34,initial_resolution:156543.03392804097})},
+function _(e,t,r,i,n){var l;i();const a=e(53),s=e(13);class c extends a.Model{constructor(e){super(e)}initialize(){super.initialize(),this.tiles=new Map,this._normalize_case()}connect_signals(){super.connect_signals(),this.connect(this.change,(()=>this._clear_cache()))}string_lookup_replace(e,t){let r=e;for(const[e,i]of(0,s.entries)(t))r=r.replace(`{${e}}`,i);return r}_normalize_case(){const e=this.url.replace("{x}","{X}").replace("{y}","{Y}").replace("{z}","{Z}").replace("{q}","{Q}").replace("{xmin}","{XMIN}").replace("{ymin}","{YMIN}").replace("{xmax}","{XMAX}").replace("{ymax}","{YMAX}");this.url=e}_clear_cache(){this.tiles=new Map}tile_xyz_to_key(e,t,r){return`${e}:${t}:${r}`}key_to_tile_xyz(e){const[t,r,i]=e.split(":").map((e=>parseInt(e)));return[t,r,i]}sort_tiles_from_center(e,t){const[r,i,n,l]=t,a=(n-r)/2+r,s=(l-i)/2+i;e.sort((function(e,t){return Math.sqrt((a-e[0])**2+(s-e[1])**2)-Math.sqrt((a-t[0])**2+(s-t[1])**2)}))}get_image_url(e,t,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",t.toString()).replace("{Z}",r.toString())}}r.TileSource=c,l=c,c.__name__="TileSource",l.define((({Number:e,String:t,Dict:r,Nullable:i})=>({url:[t,""],tile_size:[e,256],max_zoom:[e,30],min_zoom:[e,0],extra_url_vars:[r(t),{}],attribution:[t,""],x_origin_offset:[e],y_origin_offset:[e],initial_resolution:[i(e),null]})))},
+function _(t,e,r,n,o){n();const c=t(78);function _(t,e){return c.wgs84_mercator.compute(t,e)}function g(t,e){return c.wgs84_mercator.invert(t,e)}r.geographic_to_meters=_,r.meters_to_geographic=g,r.geographic_extent_to_meters=function(t){const[e,r,n,o]=t,[c,g]=_(e,r),[i,u]=_(n,o);return[c,g,i,u]},r.meters_extent_to_geographic=function(t){const[e,r,n,o]=t,[c,_]=g(e,r),[i,u]=g(n,o);return[c,_,i,u]}},
+function _(e,t,r,s,_){s();const o=e(348);class c extends o.MercatorTileSource{constructor(e){super(e)}get_image_url(e,t,r){const s=this.string_lookup_replace(this.url,this.extra_url_vars),[_,o,c]=this.tms_to_wmts(e,t,r),i=this.tile_xyz_to_quadkey(_,o,c);return s.replace("{Q}",i)}}r.QUADKEYTileSource=c,c.__name__="QUADKEYTileSource"},
+function _(t,e,i,s,_){s();const n=t(1);var a;const o=t(349),r=t(353),h=t(41),l=t(58),d=t(43),m=t(136),c=t(9),u=t(8),p=(0,n.__importStar)(t(354));class g extends h.RendererView{initialize(){this._tiles=[],super.initialize()}connect_signals(){super.connect_signals(),this.connect(this.model.change,(()=>this.request_render())),this.connect(this.model.tile_source.change,(()=>this.request_render()))}remove(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el),super.remove()}styles(){return[...super.styles(),p.default]}get_extent(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]}get map_plot(){return this.plot_model}get map_canvas(){return this.layer.ctx}get map_frame(){return this.plot_view.frame}get x_range(){return this.map_plot.x_range}get y_range(){return this.map_plot.y_range}_set_data(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0}_update_attribution(){null!=this.attribution_el&&(0,d.removeElement)(this.attribution_el);const{attribution:t}=this.model.tile_source;if((0,u.isString)(t)&&t.length>0){const{layout:e,frame:i}=this.plot_view,s=e.bbox.width-i.bbox.right,_=e.bbox.height-i.bbox.bottom,n=i.bbox.width;this.attribution_el=(0,d.div)({class:p.tile_attribution,style:{position:"absolute",right:`${s}px`,bottom:`${_}px`,"max-width":n-4+"px",padding:"2px","background-color":"rgba(255,255,255,0.5)","font-size":"9px","line-height":"1.05","white-space":"nowrap",overflow:"hidden","text-overflow":"ellipsis"}}),this.plot_view.canvas_view.add_event(this.attribution_el),this.attribution_el.innerHTML=t,this.attribution_el.title=this.attribution_el.textContent.replace(/\s*\n\s*/g," ")}}_map_data(){this.initial_extent=this.get_extent();const t=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width),e=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame.bbox.height,this.map_frame.bbox.width,t);this.x_range.start=e[0],this.y_range.start=e[1],this.x_range.end=e[2],this.y_range.end=e[3],this.x_range instanceof l.Range1d&&(this.x_range.reset_start=e[0],this.x_range.reset_end=e[2]),this.y_range instanceof l.Range1d&&(this.y_range.reset_start=e[1],this.y_range.reset_end=e[3]),this._update_attribution()}_create_tile(t,e,i,s,_=!1){const n=this.model.tile_source.tile_xyz_to_quadkey(t,e,i),a=this.model.tile_source.tile_xyz_to_key(t,e,i);if(this.model.tile_source.tiles.has(a))return;const[o,r,h]=this.model.tile_source.normalize_xyz(t,e,i),l=this.model.tile_source.get_image_url(o,r,h),d={img:void 0,tile_coords:[t,e,i],normalized_coords:[o,r,h],quadkey:n,cache_key:a,bounds:s,loaded:!1,finished:!1,x_coord:s[0],y_coord:s[3]};this.model.tile_source.tiles.set(a,d),this._tiles.push(d),new m.ImageLoader(l,{loaded:t=>{Object.assign(d,{img:t,loaded:!0}),_?(d.finished=!0,this.notify_finished()):this.request_render()},failed(){d.finished=!0}})}_enforce_aspect_ratio(){if(this._last_height!==this.map_frame.bbox.height||this._last_width!==this.map_frame.bbox.width){const t=this.get_extent(),e=this.model.tile_source.get_level_by_extent(t,this.map_frame.bbox.height,this.map_frame.bbox.width),i=this.model.tile_source.snap_to_zoom_level(t,this.map_frame.bbox.height,this.map_frame.bbox.width,e);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame.bbox.height,this._last_width=this.map_frame.bbox.width}}has_finished(){if(!super.has_finished())return!1;if(0==this._tiles.length)return!1;for(const t of this._tiles)if(!t.finished)return!1;return!0}_render(){null==this.map_initialized&&(this._set_data(),this._map_data(),this.map_initialized=!0),this._enforce_aspect_ratio(),this._update(),null!=this.prefetch_timer&&clearTimeout(this.prefetch_timer),this.prefetch_timer=setTimeout(this._prefetch_tiles.bind(this),500),this.has_finished()&&this.notify_finished()}_draw_tile(t){const e=this.model.tile_source.tiles.get(t);if(null!=e&&e.loaded){const[[t],[i]]=this.coordinates.map_to_screen([e.bounds[0]],[e.bounds[3]]),[[s],[_]]=this.coordinates.map_to_screen([e.bounds[2]],[e.bounds[1]]),n=s-t,a=_-i,o=t,r=i,h=this.map_canvas.getImageSmoothingEnabled();this.map_canvas.setImageSmoothingEnabled(this.model.smoothing),this.map_canvas.drawImage(e.img,o,r,n,a),this.map_canvas.setImageSmoothingEnabled(h),e.finished=!0}}_set_rect(){const t=this.plot_model.outline_line_width,e=this.map_frame.bbox.left+t/2,i=this.map_frame.bbox.top+t/2,s=this.map_frame.bbox.width-t,_=this.map_frame.bbox.height-t;this.map_canvas.rect(e,i,s,_),this.map_canvas.clip()}_render_tiles(t){this.map_canvas.save(),this._set_rect(),this.map_canvas.globalAlpha=this.model.alpha;for(const e of t)this._draw_tile(e);this.map_canvas.restore()}_prefetch_tiles(){const{tile_source:t}=this.model,e=this.get_extent(),i=this.map_frame.bbox.height,s=this.map_frame.bbox.width,_=this.model.tile_source.get_level_by_extent(e,i,s),n=this.model.tile_source.get_tiles_by_extent(e,_);for(let e=0,i=Math.min(10,n.length);e<i;e++){const[i,s,_]=n[e],a=this.model.tile_source.children_by_tile_xyz(i,s,_);for(const e of a){const[i,s,_,n]=e;t.tiles.has(t.tile_xyz_to_key(i,s,_))||this._create_tile(i,s,_,n,!0)}}}_fetch_tiles(t){for(const e of t){const[t,i,s,_]=e;this._create_tile(t,i,s,_)}}_update(){const{tile_source:t}=this.model,{min_zoom:e}=t,{max_zoom:i}=t;let s=this.get_extent();const _=this.extent[2]-this.extent[0]<s[2]-s[0],n=this.map_frame.bbox.height,a=this.map_frame.bbox.width;let o=t.get_level_by_extent(s,n,a),r=!1;o<e?(s=this.extent,o=e,r=!0):o>i&&(s=this.extent,o=i,r=!0),r&&(this.x_range.setv({start:s[0],end:s[2]}),this.y_range.setv({start:s[1],end:s[3]})),this.extent=s;const h=t.get_tiles_by_extent(s,o),l=[],d=[],m=[],u=[];for(const e of h){const[i,s,n]=e,a=t.tile_xyz_to_key(i,s,n),o=t.tiles.get(a);if(null!=o&&o.loaded)d.push(a);else if(this.model.render_parents){const[e,a,o]=t.get_closest_parent_by_tile_xyz(i,s,n),r=t.tile_xyz_to_key(e,a,o),h=t.tiles.get(r);if(null!=h&&h.loaded&&!(0,c.includes)(m,r)&&m.push(r),_){const e=t.children_by_tile_xyz(i,s,n);for(const[i,s,_]of e){const e=t.tile_xyz_to_key(i,s,_);t.tiles.has(e)&&u.push(e)}}}null==o&&l.push(e)}this._render_tiles(m),this._render_tiles(u),this._render_tiles(d),null!=this.render_timer&&clearTimeout(this.render_timer),this.render_timer=setTimeout((()=>this._fetch_tiles(l)),65)}}i.TileRendererView=g,g.__name__="TileRendererView";class b extends h.Renderer{constructor(t){super(t)}}i.TileRenderer=b,a=b,b.__name__="TileRenderer",a.prototype.default_view=g,a.define((({Boolean:t,Number:e,Ref:i})=>({alpha:[e,1],smoothing:[t,!0],tile_source:[i(o.TileSource),()=>new r.WMTSTileSource],render_parents:[t,!0]}))),a.override({level:"image"})},
+function _(t,e,r,o,s){o();const c=t(348);class i extends c.MercatorTileSource{constructor(t){super(t)}get_image_url(t,e,r){const o=this.string_lookup_replace(this.url,this.extra_url_vars),[s,c,i]=this.tms_to_wmts(t,e,r);return o.replace("{X}",s.toString()).replace("{Y}",c.toString()).replace("{Z}",i.toString())}}r.WMTSTileSource=i,i.__name__="WMTSTileSource"},
+function _(t,o,i,b,r){b(),i.root="bk-root",i.tile_attribution="bk-tile-attribution",i.default=".bk-root .bk-tile-attribution a{color:black;}"},
+function _(e,r,t,c,o){c();const i=e(348);class l extends i.MercatorTileSource{constructor(e){super(e)}get_image_url(e,r,t){return this.string_lookup_replace(this.url,this.extra_url_vars).replace("{X}",e.toString()).replace("{Y}",r.toString()).replace("{Z}",t.toString())}}t.TMSTileSource=l,l.__name__="TMSTileSource"},
+function _(e,t,u,a,r){a(),r("CanvasTexture",e(357).CanvasTexture),r("ImageURLTexture",e(359).ImageURLTexture),r("Texture",e(358).Texture)},
+function _(t,e,n,c,s){var r;c();const o=t(358),a=t(34);class u extends o.Texture{constructor(t){super(t)}get func(){const t=(0,a.use_strict)(this.code);return new Function("ctx","color","scale","weight",t)}get_pattern(t,e,n){const c=document.createElement("canvas");c.width=e,c.height=e;const s=c.getContext("2d");return this.func.call(this,s,t,e,n),c}}n.CanvasTexture=u,r=u,u.__name__="CanvasTexture",r.define((({String:t})=>({code:[t]})))},
+function _(e,t,n,r,o){var i;r();const s=e(53),u=e(20);class c extends s.Model{constructor(e){super(e)}}n.Texture=c,i=c,c.__name__="Texture",i.define((()=>({repetition:[u.TextureRepetition,"repeat"]})))},
+function _(e,t,i,r,n){var a;r();const s=e(358),o=e(136);class u extends s.Texture{constructor(e){super(e)}initialize(){super.initialize(),this._loader=new o.ImageLoader(this.url)}get_pattern(e,t,i){const{_loader:r}=this;return this._loader.finished?r.image:r.promise}}i.ImageURLTexture=u,a=u,u.__name__="ImageURLTexture",a.define((({String:e})=>({url:[e]})))},
+function _(o,l,T,e,t){e(),t("ActionTool",o(238).ActionTool),t("CustomAction",o(361).CustomAction),t("HelpTool",o(239).HelpTool),t("RedoTool",o(362).RedoTool),t("ResetTool",o(363).ResetTool),t("SaveTool",o(364).SaveTool),t("UndoTool",o(365).UndoTool),t("ZoomInTool",o(366).ZoomInTool),t("ZoomOutTool",o(369).ZoomOutTool),t("ButtonTool",o(224).ButtonTool),t("EditTool",o(370).EditTool),t("BoxEditTool",o(371).BoxEditTool),t("FreehandDrawTool",o(372).FreehandDrawTool),t("PointDrawTool",o(373).PointDrawTool),t("PolyDrawTool",o(374).PolyDrawTool),t("PolyTool",o(375).PolyTool),t("PolyEditTool",o(376).PolyEditTool),t("BoxSelectTool",o(377).BoxSelectTool),t("BoxZoomTool",o(379).BoxZoomTool),t("GestureTool",o(223).GestureTool),t("LassoSelectTool",o(380).LassoSelectTool),t("LineEditTool",o(382).LineEditTool),t("PanTool",o(384).PanTool),t("PolySelectTool",o(381).PolySelectTool),t("RangeTool",o(385).RangeTool),t("SelectTool",o(378).SelectTool),t("TapTool",o(386).TapTool),t("WheelPanTool",o(387).WheelPanTool),t("WheelZoomTool",o(388).WheelZoomTool),t("CrosshairTool",o(389).CrosshairTool),t("CustomJSHover",o(390).CustomJSHover),t("HoverTool",o(391).HoverTool),t("InspectTool",o(232).InspectTool),t("Tool",o(222).Tool),t("ToolProxy",o(394).ToolProxy),t("Toolbar",o(221).Toolbar),t("ToolbarBase",o(233).ToolbarBase),t("ProxyToolbar",o(395).ProxyToolbar),t("ToolbarBox",o(395).ToolbarBox)},
+function _(t,o,e,s,n){var c;s();const i=t(238);class u extends i.ActionToolButtonView{css_classes(){return super.css_classes().concat("bk-toolbar-button-custom-action")}}e.CustomActionButtonView=u,u.__name__="CustomActionButtonView";class l extends i.ActionToolView{doit(){var t;null===(t=this.model.callback)||void 0===t||t.execute(this.model)}}e.CustomActionView=l,l.__name__="CustomActionView";class a extends i.ActionTool{constructor(t){super(t),this.tool_name="Custom Action",this.button_view=u}}e.CustomAction=a,c=a,a.__name__="CustomAction",c.prototype.default_view=l,c.define((({Any:t,String:o,Nullable:e})=>({callback:[e(t)],icon:[o]}))),c.override({description:"Perform a Custom Action"})},
+function _(e,o,t,i,s){var n;i();const l=e(238),_=e(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_redo))}doit(){const e=this.plot_view.state.redo();null!=(null==e?void 0:e.range)&&this.plot_view.trigger_ranges_update_event()}}t.RedoToolView=d,d.__name__="RedoToolView";class a extends l.ActionTool{constructor(e){super(e),this.tool_name="Redo",this.icon=_.tool_icon_redo}}t.RedoTool=a,n=a,a.__name__="RedoTool",n.prototype.default_view=d,n.override({disabled:!0}),n.register_alias("redo",(()=>new a))},
+function _(e,o,t,s,i){var _;s();const n=e(238),l=e(228);class c extends n.ActionToolView{doit(){this.plot_view.reset()}}t.ResetToolView=c,c.__name__="ResetToolView";class r extends n.ActionTool{constructor(e){super(e),this.tool_name="Reset",this.icon=l.tool_icon_reset}}t.ResetTool=r,_=r,r.__name__="ResetTool",_.prototype.default_view=c,_.register_alias("reset",(()=>new r))},
+function _(e,o,t,a,i){var s;a();const c=e(238),n=e(228);class l extends c.ActionToolView{async copy(){const e=await this.plot_view.to_blob(),o=new ClipboardItem({[e.type]:Promise.resolve(e)});await navigator.clipboard.write([o])}async save(e){const o=await this.plot_view.to_blob(),t=document.createElement("a");t.href=URL.createObjectURL(o),t.download=e,t.target="_blank",t.dispatchEvent(new MouseEvent("click"))}doit(e="save"){switch(e){case"save":this.save("bokeh_plot");break;case"copy":this.copy()}}}t.SaveToolView=l,l.__name__="SaveToolView";class r extends c.ActionTool{constructor(e){super(e),this.tool_name="Save",this.icon=n.tool_icon_save}get menu(){return[{icon:"bk-tool-icon-copy-to-clipboard",tooltip:"Copy image to clipboard",if:()=>"undefined"!=typeof ClipboardItem,handler:()=>{this.do.emit("copy")}}]}}t.SaveTool=r,s=r,r.__name__="SaveTool",s.prototype.default_view=l,s.register_alias("save",(()=>new r))},
+function _(o,e,t,n,i){var s;n();const l=o(238),_=o(228);class d extends l.ActionToolView{connect_signals(){super.connect_signals(),this.connect(this.plot_view.state.changed,(()=>this.model.disabled=!this.plot_view.state.can_undo))}doit(){const o=this.plot_view.state.undo();null!=(null==o?void 0:o.range)&&this.plot_view.trigger_ranges_update_event()}}t.UndoToolView=d,d.__name__="UndoToolView";class a extends l.ActionTool{constructor(o){super(o),this.tool_name="Undo",this.icon=_.tool_icon_undo}}t.UndoTool=a,s=a,a.__name__="UndoTool",s.prototype.default_view=d,s.override({disabled:!0}),s.register_alias("undo",(()=>new a))},
+function _(o,n,e,i,s){var t;i();const _=o(367),m=o(228);class a extends _.ZoomBaseToolView{}e.ZoomInToolView=a,a.__name__="ZoomInToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=1,this.tool_name="Zoom In",this.icon=m.tool_icon_zoom_in}}e.ZoomInTool=l,t=l,l.__name__="ZoomInTool",t.prototype.default_view=a,t.register_alias("zoom_in",(()=>new l({dimensions:"both"}))),t.register_alias("xzoom_in",(()=>new l({dimensions:"width"}))),t.register_alias("yzoom_in",(()=>new l({dimensions:"height"})))},
+function _(o,t,e,i,s){var n;i();const a=o(238),_=o(20),l=o(368);class m extends a.ActionToolView{doit(){var o;const t=this.plot_view.frame,e=this.model.dimensions,i="width"==e||"both"==e,s="height"==e||"both"==e,n=(0,l.scale_range)(t,this.model.sign*this.model.factor,i,s);this.plot_view.state.push("zoom_out",{range:n}),this.plot_view.update_range(n,{scrolling:!0,maintain_focus:this.model.maintain_focus}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model),this.plot_view.trigger_ranges_update_event()}}e.ZoomBaseToolView=m,m.__name__="ZoomBaseToolView";class h extends a.ActionTool{constructor(o){super(o),this.maintain_focus=!0}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.ZoomBaseTool=h,n=h,h.__name__="ZoomBaseTool",n.define((({Percent:o})=>({factor:[o,.1],dimensions:[_.Dimensions,"both"]})))},
+function _(n,t,o,r,s){r();const c=n(10);function e(n,t,o){const[r,s]=[n.start,n.end],c=null!=o?o:(s+r)/2;return[r-(r-c)*t,s-(s-c)*t]}function a(n,[t,o]){const r=new Map;for(const[s,c]of n){const[n,e]=c.r_invert(t,o);r.set(s,{start:n,end:e})}return r}o.scale_highlow=e,o.get_info=a,o.scale_range=function(n,t,o=!0,r=!0,s){t=(0,c.clamp)(t,-.9,.9);const l=o?t:0,[u,i]=e(n.bbox.h_range,l,null!=s?s.x:void 0),_=a(n.x_scales,[u,i]),f=r?t:0,[g,x]=e(n.bbox.v_range,f,null!=s?s.y:void 0);return{xrs:_,yrs:a(n.y_scales,[g,x]),factor:t}}},
+function _(o,e,t,i,s){var n;i();const _=o(367),a=o(228);class m extends _.ZoomBaseToolView{}t.ZoomOutToolView=m,m.__name__="ZoomOutToolView";class l extends _.ZoomBaseTool{constructor(o){super(o),this.sign=-1,this.tool_name="Zoom Out",this.icon=a.tool_icon_zoom_out}}t.ZoomOutTool=l,n=l,l.__name__="ZoomOutTool",n.prototype.default_view=m,n.define((({Boolean:o})=>({maintain_focus:[o,!0]}))),n.register_alias("zoom_out",(()=>new l({dimensions:"both"}))),n.register_alias("xzoom_out",(()=>new l({dimensions:"width"}))),n.register_alias("yzoom_out",(()=>new l({dimensions:"height"})))},
+function _(e,t,s,o,n){var r;o();const i=e(9),c=e(8),a=e(11),_=e(175),l=e(223);class d extends l.GestureToolView{constructor(){super(...arguments),this._mouse_in_frame=!0}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,a.unreachable)():"replace"}_move_enter(e){this._mouse_in_frame=!0}_move_exit(e){this._mouse_in_frame=!1}_map_drag(e,t,s){if(!this.plot_view.frame.bbox.contains(e,t))return null;const o=this.plot_view.renderer_view(s);if(null==o)return null;return[o.coordinates.x_scale.invert(e),o.coordinates.y_scale.invert(t)]}_delete_selected(e){const t=e.data_source,s=t.selected.indices;s.sort();for(const e of t.columns()){const o=t.get_array(e);for(let e=0;e<s.length;e++){const t=s[e];o.splice(t-e,1)}}this._emit_cds_changes(t)}_pop_glyphs(e,t){const s=e.columns();if(t&&s.length)for(const o of s){let s=e.get_array(o);const n=s.length-t+1;n<1||((0,c.isArray)(s)||(s=Array.from(s),e.data[o]=s),s.splice(0,n))}}_emit_cds_changes(e,t=!0,s=!0,o=!0){s&&e.selection_manager.clear(),t&&e.change.emit(),o&&(e.data=e.data,e.properties.data.change.emit())}_drag_points(e,t,s="both"){if(null==this._basepoint)return;const[o,n]=this._basepoint;for(const r of t){const t=this._map_drag(o,n,r),i=this._map_drag(e.sx,e.sy,r);if(null==i||null==t)continue;const[c,a]=i,[_,l]=t,[d,u]=[c-_,a-l],h=r.glyph,m=r.data_source,[p,f]=[h.x.field,h.y.field];for(const e of m.selected.indices)!p||"width"!=s&&"both"!=s||(m.data[p][e]+=d),!f||"height"!=s&&"both"!=s||(m.data[f][e]+=u);m.change.emit()}this._basepoint=[e.sx,e.sy]}_pad_empty_columns(e,t){for(const s of e.columns())(0,i.includes)(t,s)||e.get_array(s).push(this.model.empty_value)}_select_event(e,t,s){const o=this.plot_view.frame,{sx:n,sy:r}=e;if(!o.bbox.contains(n,r))return[];const i={type:"point",sx:n,sy:r},c=[];for(const e of s){const s=e.get_selection_manager(),o=e.data_source,n=this.plot_view.renderer_view(e);if(null!=n){s.select([n],i,!0,t)&&c.push(e),o.properties.selected.change.emit()}}return c}}s.EditToolView=d,d.__name__="EditToolView";class u extends l.GestureTool{constructor(e){super(e)}get computed_icon(){var e;return null!==(e=this.custom_icon)&&void 0!==e?e:this.icon}}s.EditTool=u,r=u,u.__name__="EditTool",r.define((({Unknown:e,String:t,Array:s,Ref:o,Nullable:n})=>({custom_icon:[n(t),null],empty_value:[e],renderers:[s(o(_.GlyphRenderer)),[]]})))},
+function _(e,t,s,i,_){var o;i();const n=e(43),a=e(20),d=e(370),l=e(228);class r extends d.EditToolView{_tap(e){null==this._draw_basepoint&&null==this._basepoint&&this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)if(e.keyCode===n.Keys.Backspace)this._delete_selected(t);else if(e.keyCode==n.Keys.Esc){t.data_source.selection_manager.clear()}}_set_extent([e,t],[s,i],_,o=!1){const n=this.model.renderers[0],a=this.plot_view.renderer_view(n);if(null==a)return;const d=n.glyph,l=n.data_source,[r,h]=a.coordinates.x_scale.r_invert(e,t),[p,u]=a.coordinates.y_scale.r_invert(s,i),[c,m]=[(r+h)/2,(p+u)/2],[f,b]=[h-r,u-p],[y,x]=[d.x.field,d.y.field],[w,v]=[d.width.field,d.height.field];if(_)this._pop_glyphs(l,this.model.num_objects),y&&l.get_array(y).push(c),x&&l.get_array(x).push(m),w&&l.get_array(w).push(f),v&&l.get_array(v).push(b),this._pad_empty_columns(l,[y,x,w,v]);else{const e=l.data[y].length-1;y&&(l.data[y][e]=c),x&&(l.data[x][e]=m),w&&(l.data[w][e]=f),v&&(l.data[v][e]=b)}this._emit_cds_changes(l,!0,!1,o)}_update_box(e,t=!1,s=!1){if(null==this._draw_basepoint)return;const i=[e.sx,e.sy],_=this.plot_view.frame,o=this.model.dimensions,n=this.model._get_dim_limits(this._draw_basepoint,i,_,o);if(null!=n){const[e,i]=n;this._set_extent(e,i,t,s)}}_doubletap(e){this.model.active&&(null!=this._draw_basepoint?(this._update_box(e,!1,!0),this._draw_basepoint=null):(this._draw_basepoint=[e.sx,e.sy],this._select_event(e,"append",this.model.renderers),this._update_box(e,!0,!1)))}_move(e){this._update_box(e,!1,!1)}_pan_start(e){if(e.shiftKey){if(null!=this._draw_basepoint)return;this._draw_basepoint=[e.sx,e.sy],this._update_box(e,!0,!1)}else{if(null!=this._basepoint)return;this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy]}}_pan(e,t=!1,s=!1){if(e.shiftKey){if(null==this._draw_basepoint)return;this._update_box(e,t,s)}else{if(null==this._basepoint)return;this._drag_points(e,this.model.renderers)}}_pan_end(e){if(this._pan(e,!1,!0),e.shiftKey)this._draw_basepoint=null;else{this._basepoint=null;for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0)}}}s.BoxEditToolView=r,r.__name__="BoxEditToolView";class h extends d.EditTool{constructor(e){super(e),this.tool_name="Box Edit Tool",this.icon=l.tool_icon_box_edit,this.event_type=["tap","pan","move"],this.default_order=1}}s.BoxEditTool=h,o=h,h.__name__="BoxEditTool",o.prototype.default_view=r,o.define((({Int:e})=>({dimensions:[a.Dimensions,"both"],num_objects:[e,0]})))},
+function _(e,t,a,s,r){var _;s();const d=e(43),o=e(8),n=e(370),i=e(228);class l extends n.EditToolView{_draw(e,t,a=!1){if(!this.model.active)return;const s=this.model.renderers[0],r=this._map_drag(e.sx,e.sy,s);if(null==r)return;const[_,d]=r,n=s.data_source,i=s.glyph,[l,h]=[i.xs.field,i.ys.field];if("new"==t)this._pop_glyphs(n,this.model.num_objects),l&&n.get_array(l).push([_]),h&&n.get_array(h).push([d]),this._pad_empty_columns(n,[l,h]);else if("add"==t){if(l){const e=n.data[l].length-1;let t=n.get_array(l)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[l][e]=t),t.push(_)}if(h){const e=n.data[h].length-1;let t=n.get_array(h)[e];(0,o.isArray)(t)||(t=Array.from(t),n.data[h][e]=t),t.push(d)}}this._emit_cds_changes(n,!0,!0,a)}_pan_start(e){this._draw(e,"new")}_pan(e){this._draw(e,"add")}_pan_end(e){this._draw(e,"add",!0)}_tap(e){this._select_event(e,this._select_mode(e),this.model.renderers)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===d.Keys.Esc?t.data_source.selection_manager.clear():e.keyCode===d.Keys.Backspace&&this._delete_selected(t)}}a.FreehandDrawToolView=l,l.__name__="FreehandDrawToolView";class h extends n.EditTool{constructor(e){super(e),this.tool_name="Freehand Draw Tool",this.icon=i.tool_icon_freehand_draw,this.event_type=["pan","tap"],this.default_order=3}}a.FreehandDrawTool=h,_=h,h.__name__="FreehandDrawTool",_.prototype.default_view=l,_.define((({Int:e})=>({num_objects:[e,0]}))),_.register_alias("freehand_draw",(()=>new h))},
+function _(e,t,s,o,a){var i;o();const n=e(43),_=e(370),r=e(228);class d extends _.EditToolView{_tap(e){if(this._select_event(e,this._select_mode(e),this.model.renderers).length||!this.model.add)return;const t=this.model.renderers[0],s=this._map_drag(e.sx,e.sy,t);if(null==s)return;const o=t.glyph,a=t.data_source,[i,n]=[o.x.field,o.y.field],[_,r]=s;this._pop_glyphs(a,this.model.num_objects),i&&a.get_array(i).push(_),n&&a.get_array(n).push(r),this._pad_empty_columns(a,[i,n]),a.change.emit(),a.data=a.data,a.properties.data.change.emit()}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===n.Keys.Backspace?this._delete_selected(t):e.keyCode==n.Keys.Esc&&t.data_source.selection_manager.clear()}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){this.model.drag&&null!=this._basepoint&&this._drag_points(e,this.model.renderers)}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source,!1,!0,!0);this._basepoint=null}}}s.PointDrawToolView=d,d.__name__="PointDrawToolView";class l extends _.EditTool{constructor(e){super(e),this.tool_name="Point Draw Tool",this.icon=r.tool_icon_point_draw,this.event_type=["tap","pan","move"],this.default_order=2}}s.PointDrawTool=l,i=l,l.__name__="PointDrawTool",i.prototype.default_view=d,i.define((({Boolean:e,Int:t})=>({add:[e,!0],drag:[e,!0],num_objects:[t,0]})))},
+function _(e,t,s,i,a){var r;i();const o=e(43),n=e(8),d=e(375),_=e(228);class h extends d.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._initialized=!1}_tap(e){this._drawing?this._draw(e,"add",!0):this._select_event(e,this._select_mode(e),this.model.renderers)}_draw(e,t,s=!1){const i=this.model.renderers[0],a=this._map_drag(e.sx,e.sy,i);if(this._initialized||this.activate(),null==a)return;const[r,o]=this._snap_to_vertex(e,...a),d=i.data_source,_=i.glyph,[h,l]=[_.xs.field,_.ys.field];if("new"==t)this._pop_glyphs(d,this.model.num_objects),h&&d.get_array(h).push([r,r]),l&&d.get_array(l).push([o,o]),this._pad_empty_columns(d,[h,l]);else if("edit"==t){if(h){const e=d.data[h][d.data[h].length-1];e[e.length-1]=r}if(l){const e=d.data[l][d.data[l].length-1];e[e.length-1]=o}}else if("add"==t){if(h){const e=d.data[h].length-1;let t=d.get_array(h)[e];const s=t[t.length-1];t[t.length-1]=r,(0,n.isArray)(t)||(t=Array.from(t),d.data[h][e]=t),t.push(s)}if(l){const e=d.data[l].length-1;let t=d.get_array(l)[e];const s=t[t.length-1];t[t.length-1]=o,(0,n.isArray)(t)||(t=Array.from(t),d.data[l][e]=t),t.push(s)}}this._emit_cds_changes(d,!0,!1,s)}_show_vertices(){if(!this.model.active)return;const e=[],t=[];for(let s=0;s<this.model.renderers.length;s++){const i=this.model.renderers[s],a=i.data_source,r=i.glyph,[o,n]=[r.xs.field,r.ys.field];if(o)for(const t of a.get_array(o))e.push(...t);if(n)for(const e of a.get_array(n))t.push(...e);this._drawing&&s==this.model.renderers.length-1&&(e.splice(e.length-1,1),t.splice(t.length-1,1))}this._set_vertices(e,t)}_doubletap(e){this.model.active&&(this._drawing?(this._drawing=!1,this._draw(e,"edit",!0)):(this._drawing=!0,this._draw(e,"new",!0)))}_move(e){this._drawing&&this._draw(e,"edit")}_remove(){const e=this.model.renderers[0],t=e.data_source,s=e.glyph,[i,a]=[s.xs.field,s.ys.field];if(i){const e=t.data[i].length-1,s=t.get_array(i)[e];s.splice(s.length-1,1)}if(a){const e=t.data[a].length-1,s=t.get_array(a)[e];s.splice(s.length-1,1)}this._emit_cds_changes(t)}_keyup(e){if(this.model.active&&this._mouse_in_frame)for(const t of this.model.renderers)e.keyCode===o.Keys.Backspace?this._delete_selected(t):e.keyCode==o.Keys.Esc&&(this._drawing&&(this._remove(),this._drawing=!1),t.data_source.selection_manager.clear())}_pan_start(e){this.model.drag&&(this._select_event(e,"append",this.model.renderers),this._basepoint=[e.sx,e.sy])}_pan(e){if(null==this._basepoint||!this.model.drag)return;const[t,s]=this._basepoint;for(const i of this.model.renderers){const a=this._map_drag(t,s,i),r=this._map_drag(e.sx,e.sy,i);if(null==r||null==a)continue;const o=i.data_source,n=i.glyph,[d,_]=[n.xs.field,n.ys.field];if(!d&&!_)continue;const[h,l]=r,[c,g]=a,[f,p]=[h-c,l-g];for(const e of o.selected.indices){let t,s,i;d&&(s=o.data[d][e]),_?(i=o.data[_][e],t=i.length):t=s.length;for(let e=0;e<t;e++)s&&(s[e]+=f),i&&(i[e]+=p)}o.change.emit()}this._basepoint=[e.sx,e.sy]}_pan_end(e){if(this.model.drag){this._pan(e);for(const e of this.model.renderers)this._emit_cds_changes(e.data_source);this._basepoint=null}}activate(){if(this.model.vertex_renderer&&this.model.active){if(this._show_vertices(),!this._initialized)for(const e of this.model.renderers){const t=e.data_source;t.connect(t.properties.data.change,(()=>this._show_vertices()))}this._initialized=!0}}deactivate(){this._drawing&&(this._remove(),this._drawing=!1),this.model.vertex_renderer&&this._hide_vertices()}}s.PolyDrawToolView=h,h.__name__="PolyDrawToolView";class l extends d.PolyTool{constructor(e){super(e),this.tool_name="Polygon Draw Tool",this.icon=_.tool_icon_poly_draw,this.event_type=["pan","tap","move"],this.default_order=3}}s.PolyDrawTool=l,r=l,l.__name__="PolyDrawTool",r.prototype.default_view=h,r.define((({Boolean:e,Int:t})=>({drag:[e,!0],num_objects:[t,0]})))},
+function _(e,r,t,s,o){var _;s();const d=e(8),i=e(370);class l extends i.EditToolView{_set_vertices(e,r){const t=this.model.vertex_renderer.glyph,s=this.model.vertex_renderer.data_source,[o,_]=[t.x.field,t.y.field];o&&((0,d.isArray)(e)?s.data[o]=e:t.x={value:e}),_&&((0,d.isArray)(r)?s.data[_]=r:t.y={value:r}),this._emit_cds_changes(s,!0,!0,!1)}_hide_vertices(){this._set_vertices([],[])}_snap_to_vertex(e,r,t){if(this.model.vertex_renderer){const s=this._select_event(e,"replace",[this.model.vertex_renderer]),o=this.model.vertex_renderer.data_source,_=this.model.vertex_renderer.glyph,[d,i]=[_.x.field,_.y.field];if(s.length){const e=o.selected.indices[0];d&&(r=o.data[d][e]),i&&(t=o.data[i][e]),o.selection_manager.clear()}}return[r,t]}}t.PolyToolView=l,l.__name__="PolyToolView";class n extends i.EditTool{constructor(e){super(e)}}t.PolyTool=n,_=n,n.__name__="PolyTool",_.define((({AnyRef:e})=>({vertex_renderer:[e()]})))},
+function _(e,t,s,r,i){var _;r();const d=e(43),n=e(8),l=e(375),a=e(228);class c extends l.PolyToolView{constructor(){super(...arguments),this._drawing=!1,this._cur_index=null}_doubletap(e){if(!this.model.active)return;const t=this._map_drag(e.sx,e.sy,this.model.vertex_renderer);if(null==t)return;const[s,r]=t,i=this._select_event(e,"replace",[this.model.vertex_renderer]),_=this.model.vertex_renderer.data_source,d=this.model.vertex_renderer.glyph,[n,l]=[d.x.field,d.y.field];if(i.length&&null!=this._selected_renderer){const e=_.selected.indices[0];this._drawing?(this._drawing=!1,_.selection_manager.clear()):(_.selected.indices=[e+1],n&&_.get_array(n).splice(e+1,0,s),l&&_.get_array(l).splice(e+1,0,r),this._drawing=!0),_.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}else this._show_vertices(e)}_show_vertices(e){if(!this.model.active)return;const t=this.model.renderers[0],s=()=>this._update_vertices(t),r=null==t?void 0:t.data_source,i=this._select_event(e,"replace",this.model.renderers);if(!i.length)return this._set_vertices([],[]),this._selected_renderer=null,this._drawing=!1,this._cur_index=null,void(null!=r&&r.disconnect(r.properties.data.change,s));null!=r&&r.connect(r.properties.data.change,s),this._cur_index=i[0].data_source.selected.indices[0],this._update_vertices(i[0])}_update_vertices(e){const t=e.glyph,s=e.data_source,r=this._cur_index,[i,_]=[t.xs.field,t.ys.field];if(this._drawing)return;if(null==r&&(i||_))return;let d,l;i&&null!=r?(d=s.data[i][r],(0,n.isArray)(d)||(s.data[i][r]=d=Array.from(d))):d=t.xs.value,_&&null!=r?(l=s.data[_][r],(0,n.isArray)(l)||(s.data[_][r]=l=Array.from(l))):l=t.ys.value,this._selected_renderer=e,this._set_vertices(d,l)}_move(e){if(this._drawing&&null!=this._selected_renderer){const t=this.model.vertex_renderer,s=t.data_source,r=t.glyph,i=this._map_drag(e.sx,e.sy,t);if(null==i)return;let[_,d]=i;const n=s.selected.indices;[_,d]=this._snap_to_vertex(e,_,d),s.selected.indices=n;const[l,a]=[r.x.field,r.y.field],c=n[0];l&&(s.data[l][c]=_),a&&(s.data[a][c]=d),s.change.emit(),this._selected_renderer.data_source.change.emit()}}_tap(e){const t=this.model.vertex_renderer,s=this._map_drag(e.sx,e.sy,t);if(null==s)return;if(this._drawing&&this._selected_renderer){let[r,i]=s;const _=t.data_source,d=t.glyph,[n,l]=[d.x.field,d.y.field],a=_.selected.indices;[r,i]=this._snap_to_vertex(e,r,i);const c=a[0];if(_.selected.indices=[c+1],n){const e=_.get_array(n),t=e[c];e[c]=r,e.splice(c+1,0,t)}if(l){const e=_.get_array(l),t=e[c];e[c]=i,e.splice(c+1,0,t)}return _.change.emit(),void this._emit_cds_changes(this._selected_renderer.data_source,!0,!1,!0)}const r=this._select_mode(e);this._select_event(e,r,[t]),this._select_event(e,r,this.model.renderers)}_remove_vertex(){if(!this._drawing||!this._selected_renderer)return;const e=this.model.vertex_renderer,t=e.data_source,s=e.glyph,r=t.selected.indices[0],[i,_]=[s.x.field,s.y.field];i&&t.get_array(i).splice(r,1),_&&t.get_array(_).splice(r,1),t.change.emit(),this._emit_cds_changes(this._selected_renderer.data_source)}_pan_start(e){this._select_event(e,"append",[this.model.vertex_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.vertex_renderer]),this._emit_cds_changes(this.model.vertex_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}_keyup(e){if(!this.model.active||!this._mouse_in_frame)return;let t;t=this._selected_renderer?[this.model.vertex_renderer]:this.model.renderers;for(const s of t)e.keyCode===d.Keys.Backspace?(this._delete_selected(s),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source)):e.keyCode==d.Keys.Esc&&(this._drawing?(this._remove_vertex(),this._drawing=!1):this._selected_renderer&&this._hide_vertices(),s.data_source.selection_manager.clear())}deactivate(){this._selected_renderer&&(this._drawing&&(this._remove_vertex(),this._drawing=!1),this._hide_vertices())}}s.PolyEditToolView=c,c.__name__="PolyEditToolView";class o extends l.PolyTool{constructor(e){super(e),this.tool_name="Poly Edit Tool",this.icon=a.tool_icon_poly_edit,this.event_type=["tap","pan","move"],this.default_order=4}}s.PolyEditTool=o,_=o,o.__name__="PolyEditTool",_.prototype.default_view=c},
+function _(e,t,o,s,i){var l;s();const n=e(378),_=e(116),c=e(20),r=e(228);class a extends n.SelectToolView{_compute_limits(e){const t=this.plot_view.frame,o=this.model.dimensions;let s=this._base_point;if("center"==this.model.origin){const[t,o]=s,[i,l]=e;s=[t-(i-t),o-(l-o)]}return this.model._get_dim_limits(s,e,t,o)}_pan_start(e){const{sx:t,sy:o}=e;this._base_point=[t,o]}_pan(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this.model.overlay.update({left:i[0],right:i[1],top:l[0],bottom:l[1]}),this.model.select_every_mousemove&&this._do_select(i,l,!1,this._select_mode(e))}_pan_end(e){const{sx:t,sy:o}=e,s=[t,o],[i,l]=this._compute_limits(s);this._do_select(i,l,!0,this._select_mode(e)),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.state.push("box_select",{selection:this.plot_view.get_selection()})}_do_select([e,t],[o,s],i,l="replace"){const n={type:"rect",sx0:e,sx1:t,sy0:o,sy1:s};this._select(n,i,l)}}o.BoxSelectToolView=a,a.__name__="BoxSelectToolView";const h=()=>new _.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends n.SelectTool{constructor(e){super(e),this.tool_name="Box Select",this.icon=r.tool_icon_box_select,this.event_type="pan",this.default_order=30}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}o.BoxSelectTool=m,l=m,m.__name__="BoxSelectTool",l.prototype.default_view=a,l.define((({Boolean:e,Ref:t})=>({dimensions:[c.Dimensions,"both"],select_every_mousemove:[e,!1],overlay:[t(_.BoxAnnotation),h],origin:[c.BoxOrigin,"corner"]}))),l.register_alias("box_select",(()=>new m)),l.register_alias("xbox_select",(()=>new m({dimensions:"width"}))),l.register_alias("ybox_select",(()=>new m({dimensions:"height"})))},
+function _(e,t,s,n,r){var o;n();const c=e(223),i=e(175),a=e(339),l=e(176),d=e(66),_=e(20),h=e(43),p=e(251),u=e(15),m=e(11);class v extends c.GestureToolView{connect_signals(){super.connect_signals(),this.model.clear.connect((()=>this._clear()))}get computed_renderers(){const{renderers:e,names:t}=this.model,s=this.plot_model.data_renderers;return(0,d.compute_renderers)(e,s,t)}_computed_renderers_by_data_source(){var e;const t=new Map;for(const s of this.computed_renderers){let n;if(s instanceof i.GlyphRenderer)n=s.data_source;else{if(!(s instanceof a.GraphRenderer))continue;n=s.node_renderer.data_source}const r=null!==(e=t.get(n))&&void 0!==e?e:[];t.set(n,[...r,s])}return t}_select_mode(e){const{shiftKey:t,ctrlKey:s}=e;return t||s?t&&!s?"append":!t&&s?"intersect":t&&s?"subtract":void(0,m.unreachable)():this.model.mode}_keyup(e){e.keyCode==h.Keys.Esc&&this._clear()}_clear(){for(const e of this.computed_renderers)e.get_selection_manager().clear();const e=this.computed_renderers.map((e=>this.plot_view.renderer_view(e)));this.plot_view.request_paint(e)}_select(e,t,s){const n=this._computed_renderers_by_data_source();for(const[,r]of n){const n=r[0].get_selection_manager(),o=[];for(const e of r){const t=this.plot_view.renderer_view(e);null!=t&&o.push(t)}n.select(o,e,t,s)}null!=this.model.callback&&this._emit_callback(e),this._emit_selection_event(e,t)}_emit_selection_event(e,t=!0){const{x_scale:s,y_scale:n}=this.plot_view.frame;let r;switch(e.type){case"point":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"span":{const{sx:t,sy:o}=e,c=s.invert(t),i=n.invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}case"rect":{const{sx0:t,sx1:o,sy0:c,sy1:i}=e,[a,l]=s.r_invert(t,o),[d,_]=n.r_invert(c,i);r=Object.assign(Object.assign({},e),{x0:a,y0:d,x1:l,y1:_});break}case"poly":{const{sx:t,sy:o}=e,c=s.v_invert(t),i=n.v_invert(o);r=Object.assign(Object.assign({},e),{x:c,y:i});break}}this.plot_model.trigger_event(new p.SelectionGeometry(r,t))}}s.SelectToolView=v,v.__name__="SelectToolView";class b extends c.GestureTool{constructor(e){super(e)}initialize(){super.initialize(),this.clear=new u.Signal0(this,"clear")}get menu(){return[{icon:"bk-tool-icon-replace-mode",tooltip:"Replace the current selection",active:()=>"replace"==this.mode,handler:()=>{this.mode="replace",this.active=!0}},{icon:"bk-tool-icon-append-mode",tooltip:"Append to the current selection (Shift)",active:()=>"append"==this.mode,handler:()=>{this.mode="append",this.active=!0}},{icon:"bk-tool-icon-intersect-mode",tooltip:"Intersect with the current selection (Ctrl)",active:()=>"intersect"==this.mode,handler:()=>{this.mode="intersect",this.active=!0}},{icon:"bk-tool-icon-subtract-mode",tooltip:"Subtract from the current selection (Shift+Ctrl)",active:()=>"subtract"==this.mode,handler:()=>{this.mode="subtract",this.active=!0}},null,{icon:"bk-tool-icon-clear-selection",tooltip:"Clear the current selection (Esc)",handler:()=>{this.clear.emit()}}]}}s.SelectTool=b,o=b,b.__name__="SelectTool",o.define((({String:e,Array:t,Ref:s,Or:n,Auto:r})=>({renderers:[n(t(s(l.DataRenderer)),r),"auto"],names:[t(e),[]],mode:[_.SelectionMode,"replace"]})))},
+function _(t,o,e,s,i){var n;s();const _=t(223),a=t(116),l=t(20),r=t(228);class h extends _.GestureToolView{_match_aspect(t,o,e){const s=e.bbox.aspect,i=e.bbox.h_range.end,n=e.bbox.h_range.start,_=e.bbox.v_range.end,a=e.bbox.v_range.start;let l=Math.abs(t[0]-o[0]),r=Math.abs(t[1]-o[1]);const h=0==r?0:l/r,[c]=h>=s?[1,h/s]:[s/h,1];let m,p,d,b;return t[0]<=o[0]?(m=t[0],p=t[0]+l*c,p>i&&(p=i)):(p=t[0],m=t[0]-l*c,m<n&&(m=n)),l=Math.abs(p-m),t[1]<=o[1]?(b=t[1],d=t[1]+l/s,d>_&&(d=_)):(d=t[1],b=t[1]-l/s,b<a&&(b=a)),r=Math.abs(d-b),t[0]<=o[0]?p=t[0]+s*r:m=t[0]-s*r,[[m,p],[b,d]]}_compute_limits(t){const o=this.plot_view.frame,e=this.model.dimensions;let s,i,n=this._base_point;if("center"==this.model.origin){const[o,e]=n,[s,i]=t;n=[o-(s-o),e-(i-e)]}return this.model.match_aspect&&"both"==e?[s,i]=this._match_aspect(n,t,o):[s,i]=this.model._get_dim_limits(n,t,o,e),[s,i]}_pan_start(t){this._base_point=[t.sx,t.sy]}_pan(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this.model.overlay.update({left:e[0],right:e[1],top:s[0],bottom:s[1]})}_pan_end(t){const o=[t.sx,t.sy],[e,s]=this._compute_limits(o);this._update(e,s),this.model.overlay.update({left:null,right:null,top:null,bottom:null}),this._base_point=null,this.plot_view.trigger_ranges_update_event()}_update([t,o],[e,s]){if(Math.abs(o-t)<=5||Math.abs(s-e)<=5)return;const{x_scales:i,y_scales:n}=this.plot_view.frame,_=new Map;for(const[e,s]of i){const[i,n]=s.r_invert(t,o);_.set(e,{start:i,end:n})}const a=new Map;for(const[t,o]of n){const[i,n]=o.r_invert(e,s);a.set(t,{start:i,end:n})}const l={xrs:_,yrs:a};this.plot_view.state.push("box_zoom",{range:l}),this.plot_view.update_range(l)}}e.BoxZoomToolView=h,h.__name__="BoxZoomToolView";const c=()=>new a.BoxAnnotation({level:"overlay",top_units:"screen",left_units:"screen",bottom_units:"screen",right_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class m extends _.GestureTool{constructor(t){super(t),this.tool_name="Box Zoom",this.icon=r.tool_icon_box_zoom,this.event_type="pan",this.default_order=20}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}e.BoxZoomTool=m,n=m,m.__name__="BoxZoomTool",n.prototype.default_view=h,n.define((({Boolean:t,Ref:o})=>({dimensions:[l.Dimensions,"both"],overlay:[o(a.BoxAnnotation),c],match_aspect:[t,!1],origin:[l.BoxOrigin,"corner"]}))),n.register_alias("box_zoom",(()=>new m({dimensions:"both"}))),n.register_alias("xbox_zoom",(()=>new m({dimensions:"width"}))),n.register_alias("ybox_zoom",(()=>new m({dimensions:"height"})))},
+function _(s,e,t,o,_){var l;o();const i=s(378),a=s(217),c=s(381),n=s(43),h=s(228);class r extends i.SelectToolView{constructor(){super(...arguments),this.sxs=[],this.sys=[]}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_overlay()}_keyup(s){s.keyCode==n.Keys.Enter&&this._clear_overlay()}_pan_start(s){this.sxs=[],this.sys=[];const{sx:e,sy:t}=s;this._append_overlay(e,t)}_pan(s){const[e,t]=this.plot_view.frame.bbox.clip(s.sx,s.sy);this._append_overlay(e,t),this.model.select_every_mousemove&&this._do_select(this.sxs,this.sys,!1,this._select_mode(s))}_pan_end(s){const{sxs:e,sys:t}=this;this._clear_overlay(),this._do_select(e,t,!0,this._select_mode(s)),this.plot_view.state.push("lasso_select",{selection:this.plot_view.get_selection()})}_append_overlay(s,e){const{sxs:t,sys:o}=this;t.push(s),o.push(e),this.model.overlay.update({xs:t,ys:o})}_clear_overlay(){this.sxs=[],this.sys=[],this.model.overlay.update({xs:this.sxs,ys:this.sys})}_do_select(s,e,t,o){const _={type:"poly",sx:s,sy:e};this._select(_,t,o)}}t.LassoSelectToolView=r,r.__name__="LassoSelectToolView";class y extends i.SelectTool{constructor(s){super(s),this.tool_name="Lasso Select",this.icon=h.tool_icon_lasso_select,this.event_type="pan",this.default_order=12}}t.LassoSelectTool=y,l=y,y.__name__="LassoSelectTool",l.prototype.default_view=r,l.define((({Boolean:s,Ref:e})=>({select_every_mousemove:[s,!0],overlay:[e(a.PolyAnnotation),c.DEFAULT_POLY_OVERLAY]}))),l.register_alias("lasso_select",(()=>new y))},
+function _(e,t,s,l,o){var i;l();const a=e(378),_=e(217),c=e(43),n=e(9),h=e(228);class y extends a.SelectToolView{initialize(){super.initialize(),this.data={sx:[],sy:[]}}connect_signals(){super.connect_signals(),this.connect(this.model.properties.active.change,(()=>this._active_change()))}_active_change(){this.model.active||this._clear_data()}_keyup(e){e.keyCode==c.Keys.Enter&&this._clear_data()}_doubletap(e){this._do_select(this.data.sx,this.data.sy,!0,this._select_mode(e)),this.plot_view.state.push("poly_select",{selection:this.plot_view.get_selection()}),this._clear_data()}_clear_data(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})}_tap(e){const{sx:t,sy:s}=e;this.plot_view.frame.bbox.contains(t,s)&&(this.data.sx.push(t),this.data.sy.push(s),this.model.overlay.update({xs:(0,n.copy)(this.data.sx),ys:(0,n.copy)(this.data.sy)}))}_do_select(e,t,s,l){const o={type:"poly",sx:e,sy:t};this._select(o,s,l)}}s.PolySelectToolView=y,y.__name__="PolySelectToolView";s.DEFAULT_POLY_OVERLAY=()=>new _.PolyAnnotation({level:"overlay",xs_units:"screen",ys_units:"screen",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:2,line_dash:[4,4]});class d extends a.SelectTool{constructor(e){super(e),this.tool_name="Poly Select",this.icon=h.tool_icon_polygon_select,this.event_type="tap",this.default_order=11}}s.PolySelectTool=d,i=d,d.__name__="PolySelectTool",i.prototype.default_view=y,i.define((({Ref:e})=>({overlay:[e(_.PolyAnnotation),s.DEFAULT_POLY_OVERLAY]}))),i.register_alias("poly_select",(()=>new d))},
+function _(e,t,s,i,r){var n;i();const _=e(20),d=e(383),o=e(228);class l extends d.LineToolView{constructor(){super(...arguments),this._drawing=!1}_doubletap(e){if(!this.model.active)return;const t=this.model.renderers;for(const s of t){1==this._select_event(e,"replace",[s]).length&&(this._selected_renderer=s)}this._show_intersections(),this._update_line_cds()}_show_intersections(){if(!this.model.active)return;if(null==this._selected_renderer)return;if(!this.model.renderers.length)return this._set_intersection([],[]),this._selected_renderer=null,void(this._drawing=!1);const e=this._selected_renderer.data_source,t=this._selected_renderer.glyph,[s,i]=[t.x.field,t.y.field],r=e.get_array(s),n=e.get_array(i);this._set_intersection(r,n)}_tap(e){const t=this.model.intersection_renderer;if(null==this._map_drag(e.sx,e.sy,t))return;if(this._drawing&&this._selected_renderer){const s=this._select_mode(e);if(0==this._select_event(e,s,[t]).length)return}const s=this._select_mode(e);this._select_event(e,s,[t]),this._select_event(e,s,this.model.renderers)}_update_line_cds(){if(null==this._selected_renderer)return;const e=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,i]=[e.x.field,e.y.field];if(s&&i){const e=t.data[s],r=t.data[i];this._selected_renderer.data_source.data[s]=e,this._selected_renderer.data_source.data[i]=r}this._emit_cds_changes(this._selected_renderer.data_source,!0,!0,!1)}_pan_start(e){this._select_event(e,"append",[this.model.intersection_renderer]),this._basepoint=[e.sx,e.sy]}_pan(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer],this.model.dimensions),this._selected_renderer&&this._selected_renderer.data_source.change.emit())}_pan_end(e){null!=this._basepoint&&(this._drag_points(e,[this.model.intersection_renderer]),this._emit_cds_changes(this.model.intersection_renderer.data_source,!1,!0,!0),this._selected_renderer&&this._emit_cds_changes(this._selected_renderer.data_source),this._basepoint=null)}activate(){this._drawing=!0}deactivate(){this._selected_renderer&&(this._drawing&&(this._drawing=!1),this._hide_intersections())}}s.LineEditToolView=l,l.__name__="LineEditToolView";class h extends d.LineTool{constructor(e){super(e),this.tool_name="Line Edit Tool",this.icon=o.tool_icon_line_edit,this.event_type=["tap","pan","move"],this.default_order=4}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}s.LineEditTool=h,n=h,h.__name__="LineEditTool",n.prototype.default_view=l,n.define((()=>({dimensions:[_.Dimensions,"both"]})))},
+function _(e,i,n,t,s){var o;t();const r=e(8),_=e(370);class d extends _.EditToolView{_set_intersection(e,i){const n=this.model.intersection_renderer.glyph,t=this.model.intersection_renderer.data_source,[s,o]=[n.x.field,n.y.field];s&&((0,r.isArray)(e)?t.data[s]=e:n.x={value:e}),o&&((0,r.isArray)(i)?t.data[o]=i:n.y={value:i}),this._emit_cds_changes(t,!0,!0,!1)}_hide_intersections(){this._set_intersection([],[])}}n.LineToolView=d,d.__name__="LineToolView";class a extends _.EditTool{constructor(e){super(e)}}n.LineTool=a,o=a,a.__name__="LineTool",o.define((({AnyRef:e})=>({intersection_renderer:[e()]})))},
+function _(t,s,n,e,i){e();const o=t(1);var a;const _=t(223),l=t(20),r=(0,o.__importStar)(t(228));function h(t,s,n){const e=new Map;for(const[i,o]of t){const[t,a]=o.r_invert(s,n);e.set(i,{start:t,end:a})}return e}n.update_ranges=h;class d extends _.GestureToolView{_pan_start(t){var s;this.last_dx=0,this.last_dy=0;const{sx:n,sy:e}=t,i=this.plot_view.frame.bbox;if(!i.contains(n,e)){const t=i.h_range,s=i.v_range;(n<t.start||n>t.end)&&(this.v_axis_only=!0),(e<s.start||e>s.end)&&(this.h_axis_only=!0)}null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan(t){var s;this._update(t.deltaX,t.deltaY),null===(s=this.model.document)||void 0===s||s.interactive_start(this.plot_model)}_pan_end(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.state.push("pan",{range:this.pan_info}),this.plot_view.trigger_ranges_update_event()}_update(t,s){const n=this.plot_view.frame,e=t-this.last_dx,i=s-this.last_dy,o=n.bbox.h_range,a=o.start-e,_=o.end-e,l=n.bbox.v_range,r=l.start-i,d=l.end-i,p=this.model.dimensions;let c,u,m,v,x,g;"width"!=p&&"both"!=p||this.v_axis_only?(c=o.start,u=o.end,m=0):(c=a,u=_,m=-e),"height"!=p&&"both"!=p||this.h_axis_only?(v=l.start,x=l.end,g=0):(v=r,x=d,g=-i),this.last_dx=t,this.last_dy=s;const{x_scales:w,y_scales:y}=n,f=h(w,c,u),b=h(y,v,x);this.pan_info={xrs:f,yrs:b,sdx:m,sdy:g},this.plot_view.update_range(this.pan_info,{panning:!0})}}n.PanToolView=d,d.__name__="PanToolView";class p extends _.GestureTool{constructor(t){super(t),this.tool_name="Pan",this.event_type="pan",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}n.PanTool=p,a=p,p.__name__="PanTool",a.prototype.default_view=d,a.define((()=>({dimensions:[l.Dimensions,"both",{on_update(t,s){switch(t){case"both":s.icon=r.tool_icon_pan;break;case"width":s.icon=r.tool_icon_xpan;break;case"height":s.icon=r.tool_icon_ypan}}}]}))),a.register_alias("pan",(()=>new p({dimensions:"both"}))),a.register_alias("xpan",(()=>new p({dimensions:"width"}))),a.register_alias("ypan",(()=>new p({dimensions:"height"})))},
+function _(e,t,i,s,n){var l;s();const a=e(116),r=e(58),o=e(19),_=e(223),h=e(228);function d(e){switch(e){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return e}}function u(e,t,i,s){if(null==t)return!1;const n=i.compute(t);return Math.abs(e-n)<s}function c(e,t,i,s,n){let l=!0;if(null!=n.left&&null!=n.right){const t=i.invert(e);(t<n.left||t>n.right)&&(l=!1)}if(null!=n.bottom&&null!=n.top){const e=s.invert(t);(e<n.bottom||e>n.top)&&(l=!1)}return l}function g(e,t,i){let s=0;return e>=i.start&&e<=i.end&&(s+=1),t>=i.start&&t<=i.end&&(s+=1),s}function y(e,t,i,s){const n=t.compute(e),l=t.invert(n+i);return l>=s.start&&l<=s.end?l:e}function f(e,t,i){return e>t.start?(t.end=e,i):(t.end=t.start,t.start=e,d(i))}function v(e,t,i){return e<t.end?(t.start=e,i):(t.start=t.end,t.end=e,d(i))}function m(e,t,i,s){const[n,l]=t.r_compute(e.start,e.end),[a,r]=t.r_invert(n+i,l+i),o=g(e.start,e.end,s);g(a,r,s)>=o&&(e.start=a,e.end=r)}i.flip_side=d,i.is_near=u,i.is_inside=c,i.sides_inside=g,i.compute_value=y,i.update_range_end_side=f,i.update_range_start_side=v,i.update_range=m;class p extends _.GestureToolView{initialize(){super.initialize(),this.side=0,this.model.update_overlay_from_ranges()}connect_signals(){super.connect_signals(),null!=this.model.x_range&&this.connect(this.model.x_range.change,(()=>this.model.update_overlay_from_ranges())),null!=this.model.y_range&&this.connect(this.model.y_range.change,(()=>this.model.update_overlay_from_ranges()))}_pan_start(e){this.last_dx=0,this.last_dy=0;const t=this.model.x_range,i=this.model.y_range,{frame:s}=this.plot_view,n=s.x_scale,l=s.y_scale,r=this.model.overlay,{left:o,right:_,top:h,bottom:d}=r,g=this.model.overlay.line_width+a.EDGE_TOLERANCE;null!=t&&this.model.x_interaction&&(u(e.sx,o,n,g)?this.side=1:u(e.sx,_,n,g)?this.side=2:c(e.sx,e.sy,n,l,r)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&u(e.sy,d,l,g)&&(this.side=4),0==this.side&&u(e.sy,h,l,g)?this.side=5:c(e.sx,e.sy,n,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))}_pan(e){const t=this.plot_view.frame,i=e.deltaX-this.last_dx,s=e.deltaY-this.last_dy,n=this.model.x_range,l=this.model.y_range,a=t.x_scale,r=t.y_scale;if(null!=n)if(3==this.side||7==this.side)m(n,a,i,t.x_range);else if(1==this.side){const e=y(n.start,a,i,t.x_range);this.side=v(e,n,this.side)}else if(2==this.side){const e=y(n.end,a,i,t.x_range);this.side=f(e,n,this.side)}if(null!=l)if(6==this.side||7==this.side)m(l,r,s,t.y_range);else if(4==this.side){const e=y(l.start,r,s,t.y_range);this.side=v(e,l,this.side)}else if(5==this.side){const e=y(l.end,r,s,t.y_range);this.side=f(e,l,this.side)}this.last_dx=e.deltaX,this.last_dy=e.deltaY}_pan_end(e){this.side=0,this.plot_view.trigger_ranges_update_event()}}i.RangeToolView=p,p.__name__="RangeToolView";const x=()=>new a.BoxAnnotation({level:"overlay",fill_color:"lightgrey",fill_alpha:.5,line_color:"black",line_alpha:1,line_width:.5,line_dash:[2,2]});class w extends _.GestureTool{constructor(e){super(e),this.tool_name="Range Tool",this.icon=h.tool_icon_range,this.event_type="pan",this.default_order=1}initialize(){super.initialize(),this.overlay.in_cursor="grab",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?"ew-resize":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?"ns-resize":null}update_overlay_from_ranges(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,o.logger.warn("RangeTool not configured with any Ranges.")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)}}i.RangeTool=w,l=w,w.__name__="RangeTool",l.prototype.default_view=p,l.define((({Boolean:e,Ref:t,Nullable:i})=>({x_range:[i(t(r.Range1d)),null],x_interaction:[e,!0],y_range:[i(t(r.Range1d)),null],y_interaction:[e,!0],overlay:[t(a.BoxAnnotation),x]})))},
+function _(e,t,s,o,i){var l;o();const a=e(378),n=e(20),c=e(228);class _ extends a.SelectToolView{_tap(e){"tap"==this.model.gesture&&this._handle_tap(e)}_doubletap(e){"doubletap"==this.model.gesture&&this._handle_tap(e)}_handle_tap(e){const{sx:t,sy:s}=e,o={type:"point",sx:t,sy:s};this._select(o,!0,this._select_mode(e))}_select(e,t,s){const{callback:o}=this.model;if("select"==this.model.behavior){const i=this._computed_renderers_by_data_source();for(const[,l]of i){const i=l[0].get_selection_manager(),a=l.map((e=>this.plot_view.renderer_view(e))).filter((e=>null!=e));if(i.select(a,e,t,s)&&null!=o){const t=a[0].coordinates.x_scale.invert(e.sx),s=a[0].coordinates.y_scale.invert(e.sy),l={geometries:Object.assign(Object.assign({},e),{x:t,y:s}),source:i.source};o.execute(this.model,l)}}this._emit_selection_event(e),this.plot_view.state.push("tap",{selection:this.plot_view.get_selection()})}else for(const t of this.computed_renderers){const s=this.plot_view.renderer_view(t);if(null==s)continue;const i=t.get_selection_manager();if(i.inspect(s,e)&&null!=o){const t=s.coordinates.x_scale.invert(e.sx),l=s.coordinates.y_scale.invert(e.sy),a={geometries:Object.assign(Object.assign({},e),{x:t,y:l}),source:i.source};o.execute(this.model,a)}}}}s.TapToolView=_,_.__name__="TapToolView";class r extends a.SelectTool{constructor(e){super(e),this.tool_name="Tap",this.icon=c.tool_icon_tap_select,this.event_type="tap",this.default_order=10}}s.TapTool=r,l=r,r.__name__="TapTool",l.prototype.default_view=_,l.define((({Any:e,Enum:t,Nullable:s})=>({behavior:[n.TapBehavior,"select"],gesture:[t("tap","doubletap"),"tap"],callback:[s(e)]}))),l.register_alias("click",(()=>new r({behavior:"inspect"}))),l.register_alias("tap",(()=>new r)),l.register_alias("doubletap",(()=>new r({gesture:"doubletap"})))},
+function _(e,t,s,n,i){var a;n();const o=e(223),l=e(20),_=e(228),r=e(384);class h extends o.GestureToolView{_scroll(e){let t=this.model.speed*e.delta;t>.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)}_update_ranges(e){var t;const{frame:s}=this.plot_view,n=s.bbox.h_range,i=s.bbox.v_range,[a,o]=[n.start,n.end],[l,_]=[i.start,i.end];let h,d,p,c;switch(this.model.dimension){case"height":{const t=Math.abs(_-l);h=a,d=o,p=l-t*e,c=_-t*e;break}case"width":{const t=Math.abs(o-a);h=a-t*e,d=o-t*e,p=l,c=_;break}}const{x_scales:g,y_scales:u}=s,w={xrs:(0,r.update_ranges)(g,h,d),yrs:(0,r.update_ranges)(u,p,c),factor:e};this.plot_view.state.push("wheel_pan",{range:w}),this.plot_view.update_range(w,{scrolling:!0}),null===(t=this.model.document)||void 0===t||t.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}s.WheelPanToolView=h,h.__name__="WheelPanToolView";class d extends o.GestureTool{constructor(e){super(e),this.tool_name="Wheel Pan",this.icon=_.tool_icon_wheel_pan,this.event_type="scroll",this.default_order=12}get tooltip(){return this._get_dim_tooltip(this.dimension)}}s.WheelPanTool=d,a=d,d.__name__="WheelPanTool",a.prototype.default_view=h,a.define((()=>({dimension:[l.Dimension,"width"]}))),a.internal((({Number:e})=>({speed:[e,.001]}))),a.register_alias("xwheel_pan",(()=>new d({dimension:"width"}))),a.register_alias("ywheel_pan",(()=>new d({dimension:"height"})))},
+function _(e,o,t,s,i){var n;s();const l=e(223),_=e(368),h=e(20),a=e(27),r=e(228);class m extends l.GestureToolView{_pinch(e){const{sx:o,sy:t,scale:s,ctrlKey:i,shiftKey:n}=e;let l;l=s>=1?20*(s-1):-20/s,this._scroll({type:"wheel",sx:o,sy:t,delta:l,ctrlKey:i,shiftKey:n})}_scroll(e){var o;const{frame:t}=this.plot_view,s=t.bbox.h_range,i=t.bbox.v_range,{sx:n,sy:l}=e,h=this.model.dimensions,a=("width"==h||"both"==h)&&s.start<n&&n<s.end,r=("height"==h||"both"==h)&&i.start<l&&l<i.end;if(!(a&&r||this.model.zoom_on_axis))return;const m=this.model.speed*e.delta,d=(0,_.scale_range)(t,m,a,r,{x:n,y:l});this.plot_view.state.push("wheel_zoom",{range:d});const{maintain_focus:c}=this.model;this.plot_view.update_range(d,{scrolling:!0,maintain_focus:c}),null===(o=this.model.document)||void 0===o||o.interactive_start(this.plot_model,(()=>this.plot_view.trigger_ranges_update_event()))}}t.WheelZoomToolView=m,m.__name__="WheelZoomToolView";class d extends l.GestureTool{constructor(e){super(e),this.tool_name="Wheel Zoom",this.icon=r.tool_icon_wheel_zoom,this.event_type=a.is_mobile?"pinch":"scroll",this.default_order=10}get tooltip(){return this._get_dim_tooltip(this.dimensions)}}t.WheelZoomTool=d,n=d,d.__name__="WheelZoomTool",n.prototype.default_view=m,n.define((({Boolean:e,Number:o})=>({dimensions:[h.Dimensions,"both"],maintain_focus:[e,!0],zoom_on_axis:[e,!0],speed:[o,1/600]}))),n.register_alias("wheel_zoom",(()=>new d({dimensions:"both"}))),n.register_alias("xwheel_zoom",(()=>new d({dimensions:"width"}))),n.register_alias("ywheel_zoom",(()=>new d({dimensions:"height"})))},
+function _(i,e,s,t,o){var n;t();const l=i(232),a=i(219),h=i(20),r=i(13),_=i(228);class c extends l.InspectToolView{_move(i){if(!this.model.active)return;const{sx:e,sy:s}=i;this.plot_view.frame.bbox.contains(e,s)?this._update_spans(e,s):this._update_spans(null,null)}_move_exit(i){this._update_spans(null,null)}_update_spans(i,e){const s=this.model.dimensions;"width"!=s&&"both"!=s||(this.model.spans.width.location=e),"height"!=s&&"both"!=s||(this.model.spans.height.location=i)}}s.CrosshairToolView=c,c.__name__="CrosshairToolView";class p extends l.InspectTool{constructor(i){super(i),this.tool_name="Crosshair",this.icon=_.tool_icon_crosshair}get tooltip(){return this._get_dim_tooltip(this.dimensions)}get synthetic_renderers(){return(0,r.values)(this.spans)}}s.CrosshairTool=p,n=p,p.__name__="CrosshairTool",(()=>{function i(i,e){return new a.Span({for_hover:!0,dimension:e,location_units:"screen",level:"overlay",line_color:i.line_color,line_width:i.line_width,line_alpha:i.line_alpha})}n.prototype.default_view=c,n.define((({Alpha:i,Number:e,Color:s})=>({dimensions:[h.Dimensions,"both"],line_color:[s,"black"],line_width:[e,1],line_alpha:[i,1]}))),n.internal((({Struct:e,Ref:s})=>({spans:[e({width:s(a.Span),height:s(a.Span)}),e=>({width:i(e,"width"),height:i(e,"height")})]}))),n.register_alias("crosshair",(()=>new p))})()},
+function _(e,s,t,r,n){var o;r();const a=e(53),u=e(13),c=e(34);class i extends a.Model{constructor(e){super(e)}get values(){return(0,u.values)(this.args)}_make_code(e,s,t,r){return new Function(...(0,u.keys)(this.args),e,s,t,(0,c.use_strict)(r))}format(e,s,t){return this._make_code("value","format","special_vars",this.code)(...this.values,e,s,t)}}t.CustomJSHover=i,o=i,i.__name__="CustomJSHover",o.define((({Unknown:e,String:s,Dict:t})=>({args:[t(e),{}],code:[s,""]})))},
+function _(e,t,n,s,i){s();const o=e(1);var r;const l=e(232),a=e(390),c=e(241),_=e(175),d=e(339),p=e(176),h=e(177),u=e(283),m=e(186),y=e(187),f=e(189),x=(0,o.__importStar)(e(185)),v=e(152),w=e(43),g=e(22),b=e(13),k=e(234),C=e(8),S=e(113),T=e(20),$=e(228),R=e(15),A=e(66),M=(0,o.__importStar)(e(242)),V=e(392);function G(e,t,n,s,i,o){const r={x:i[e],y:o[e]},l={x:i[e+1],y:o[e+1]};let a,c;if("span"==t.type)"h"==t.direction?(a=Math.abs(r.x-n),c=Math.abs(l.x-n)):(a=Math.abs(r.y-s),c=Math.abs(l.y-s));else{const e={x:n,y:s};a=x.dist_2_pts(r,e),c=x.dist_2_pts(l,e)}return a<c?[[r.x,r.y],e]:[[l.x,l.y],e+1]}function H(e,t,n){return[[e[n],t[n]],n]}n._nearest_line_hit=G,n._line_hit=H;class z extends l.InspectToolView{initialize(){super.initialize(),this._ttmodels=new Map,this._ttviews=new Map}async lazy_initialize(){await super.lazy_initialize(),await this._update_ttmodels();const{tooltips:e}=this.model;e instanceof V.Template&&(this._template_view=await(0,S.build_view)(e,{parent:this}),this._template_view.render())}remove(){var e;null===(e=this._template_view)||void 0===e||e.remove(),(0,S.remove_views)(this._ttviews),super.remove()}connect_signals(){super.connect_signals();const e=this.plot_model.properties.renderers,{renderers:t,tooltips:n}=this.model.properties;this.on_change(n,(()=>delete this._template_el)),this.on_change([e,t,n],(async()=>await this._update_ttmodels()))}async _update_ttmodels(){const{_ttmodels:e,computed_renderers:t}=this;e.clear();const{tooltips:n}=this.model;if(null!=n)for(const t of this.computed_renderers){const s=new c.Tooltip({custom:(0,C.isString)(n)||(0,C.isFunction)(n),attachment:this.model.attachment,show_arrow:this.model.show_arrow});t instanceof _.GlyphRenderer?e.set(t,s):t instanceof d.GraphRenderer&&(e.set(t.node_renderer,s),e.set(t.edge_renderer,s))}const s=await(0,S.build_views)(this._ttviews,[...e.values()],{parent:this.plot_view});for(const e of s)e.render();const i=[...function*(){for(const e of t)e instanceof _.GlyphRenderer?yield e:e instanceof d.GraphRenderer&&(yield e.node_renderer,yield e.edge_renderer)}()],o=this._slots.get(this._update);if(null!=o){const e=new Set(i.map((e=>e.data_source)));R.Signal.disconnect_receiver(this,o,e)}for(const e of i)this.connect(e.data_source.inspect,this._update)}get computed_renderers(){const{renderers:e,names:t}=this.model,n=this.plot_model.data_renderers;return(0,A.compute_renderers)(e,n,t)}get ttmodels(){return this._ttmodels}_clear(){this._inspect(1/0,1/0);for(const[,e]of this.ttmodels)e.clear()}_move(e){if(!this.model.active)return;const{sx:t,sy:n}=e;this.plot_view.frame.bbox.contains(t,n)?this._inspect(t,n):this._clear()}_move_exit(){this._clear()}_inspect(e,t){let n;if("mouse"==this.model.mode)n={type:"point",sx:e,sy:t};else{n={type:"span",direction:"vline"==this.model.mode?"h":"v",sx:e,sy:t}}for(const e of this.computed_renderers){const t=e.get_selection_manager(),s=this.plot_view.renderer_view(e);null!=s&&t.inspect(s,n)}this._emit_callback(n)}_update([e,{geometry:t}]){var n,s;if(!this.model.active)return;if("point"!=t.type&&"span"!=t.type)return;if(!(e instanceof _.GlyphRenderer))return;if("ignore"==this.model.muted_policy&&e.muted)return;const i=this.ttmodels.get(e);if(null==i)return;const o=e.get_selection_manager(),r=o.inspectors.get(e),l=e.view.convert_selection_to_subset(r);if(r.is_empty()&&null==r.view)return void i.clear();const a=o.source,c=this.plot_view.renderer_view(e);if(null==c)return;const{sx:d,sy:p}=t,x=c.coordinates.x_scale,v=c.coordinates.y_scale,g=x.invert(d),k=v.invert(p),{glyph:C}=c,S=[];if(C instanceof m.PatchView){const[t,n]=[d,p],s={x:g,y:k,sx:d,sy:p,rx:t,ry:n,name:e.name};S.push([t,n,this._render_tooltips(a,-1,s)])}if(C instanceof y.HAreaView)for(const t of l.line_indices){const n=C._x1,s=C._x2,i=C._y,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x1:n,data_x2:s,data_y:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof f.VAreaView)for(const t of l.line_indices){const n=C._x,s=C._y1,i=C._y2,[o,r]=[d,p],c={index:t,x:g,y:k,sx:d,sy:p,data_x:n,data_y1:s,data_y2:i,rx:o,ry:r,indices:l.line_indices,name:e.name};S.push([o,r,this._render_tooltips(a,t,c)])}if(C instanceof h.LineView)for(const n of l.line_indices){let s,i,o=C._x[n+1],r=C._y[n+1],c=n;switch(this.model.line_policy){case"interp":[o,r]=C.get_interpolation_hit(n,t),s=x.compute(o),i=v.compute(r);break;case"prev":[[s,i],c]=H(C.sx,C.sy,n);break;case"next":[[s,i],c]=H(C.sx,C.sy,n+1);break;case"nearest":[[s,i],c]=G(n,t,d,p,C.sx,C.sy),o=C._x[c],r=C._y[c];break;default:[s,i]=[d,p]}const _={index:c,x:g,y:k,sx:d,sy:p,data_x:o,data_y:r,rx:s,ry:i,indices:l.line_indices,name:e.name};S.push([s,i,this._render_tooltips(a,c,_)])}for(const t of r.image_indices){const n={index:t.index,x:g,y:k,sx:d,sy:p,name:e.name},s=this._render_tooltips(a,t,n);S.push([d,p,s])}for(const i of l.indices)if(C instanceof u.MultiLineView&&!(0,b.isEmpty)(l.multiline_indices))for(const n of l.multiline_indices[i.toString()]){let s,o,r,c=C._xs.get(i)[n],h=C._ys.get(i)[n],u=n;switch(this.model.line_policy){case"interp":[c,h]=C.get_interpolation_hit(i,n,t),s=x.compute(c),o=v.compute(h);break;case"prev":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n);break;case"next":[[s,o],u]=H(C.sxs.get(i),C.sys.get(i),n+1);break;case"nearest":[[s,o],u]=G(n,t,d,p,C.sxs.get(i),C.sys.get(i)),c=C._xs.get(i)[u],h=C._ys.get(i)[u];break;default:throw new Error("shouldn't have happened")}r=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const m={index:r,x:g,y:k,sx:d,sy:p,data_x:c,data_y:h,segment_index:u,indices:l.multiline_indices,name:e.name};S.push([s,o,this._render_tooltips(a,r,m)])}else{const t=null===(n=C._x)||void 0===n?void 0:n[i],o=null===(s=C._y)||void 0===s?void 0:s[i];let r,c,h;if("snap_to_data"==this.model.point_policy){let e=C.get_anchor_point(this.model.anchor,i,[d,p]);if(null==e&&(e=C.get_anchor_point("center",i,[d,p]),null==e))continue;r=e.x,c=e.y}else[r,c]=[d,p];h=e instanceof _.GlyphRenderer?e.view.convert_indices_from_subset([i])[0]:i;const u={index:h,x:g,y:k,sx:d,sy:p,data_x:t,data_y:o,indices:l.indices,name:e.name};S.push([r,c,this._render_tooltips(a,h,u)])}if(0==S.length)i.clear();else{const{content:e}=i;(0,w.empty)(i.content);for(const[,,t]of S)null!=t&&e.appendChild(t);const[t,n]=S[S.length-1];i.setv({position:[t,n]},{check_eq:!1})}}_emit_callback(e){const{callback:t}=this.model;if(null!=t)for(const n of this.computed_renderers){if(!(n instanceof _.GlyphRenderer))continue;const s=this.plot_view.renderer_view(n);if(null==s)continue;const{x_scale:i,y_scale:o}=s.coordinates,r=i.invert(e.sx),l=o.invert(e.sy),a=n.data_source.inspected;t.execute(this.model,{geometry:Object.assign({x:r,y:l},e),renderer:n,index:a})}}_create_template(e){const t=(0,w.div)({style:{display:"table",borderSpacing:"2px"}});for(const[n]of e){const e=(0,w.div)({style:{display:"table-row"}});t.appendChild(e);const s=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_label},0!=n.length?`${n}: `:"");e.appendChild(s);const i=(0,w.span)();i.dataset.value="";const o=(0,w.span)({class:M.tooltip_color_block}," ");o.dataset.swatch="",(0,w.undisplay)(o);const r=(0,w.div)({style:{display:"table-cell"},class:M.tooltip_row_value},i,o);e.appendChild(r)}return t}_render_template(e,t,n,s,i){const o=e.cloneNode(!0),r=o.querySelectorAll("[data-value]"),l=o.querySelectorAll("[data-swatch]"),a=/\$color(\[.*\])?:(\w*)/,c=/\$swatch:(\w*)/;for(const[[,e],o]of(0,k.enumerate)(t)){const t=e.match(c),_=e.match(a);if(null!=t||null!=_){if(null!=t){const[,e]=t,i=n.get_column(e);if(null==i)r[o].textContent=`${e} unknown`;else{const e=(0,C.isNumber)(s)?i[s]:null;null!=e&&(l[o].style.backgroundColor=(0,g.color2css)(e),(0,w.display)(l[o]))}}if(null!=_){const[,e="",t]=_,i=n.get_column(t);if(null==i){r[o].textContent=`${t} unknown`;continue}const a=e.indexOf("hex")>=0,c=e.indexOf("swatch")>=0,d=(0,C.isNumber)(s)?i[s]:null;if(null==d){r[o].textContent="(null)";continue}r[o].textContent=a?(0,g.color2hex)(d):(0,g.color2css)(d),c&&(l[o].style.backgroundColor=(0,g.color2css)(d),(0,w.display)(l[o]))}}else{const t=(0,v.replace_placeholders)(e.replace("$~","$data_"),n,s,this.model.formatters,i);if((0,C.isString)(t))r[o].textContent=t;else for(const e of t)r[o].appendChild(e)}}return o}_render_tooltips(e,t,n){var s;const{tooltips:i}=this.model;if((0,C.isString)(i)){const s=(0,v.replace_placeholders)({html:i},e,t,this.model.formatters,n);return(0,w.div)(s)}if((0,C.isFunction)(i))return i(e,n);if(i instanceof V.Template)return this._template_view.update(e,t,n),this._template_view.el;if(null!=i){const o=null!==(s=this._template_el)&&void 0!==s?s:this._template_el=this._create_template(i);return this._render_template(o,i,e,t,n)}return null}}n.HoverToolView=z,z.__name__="HoverToolView";class P extends l.InspectTool{constructor(e){super(e),this.tool_name="Hover",this.icon=$.tool_icon_hover}}n.HoverTool=P,r=P,P.__name__="HoverTool",r.prototype.default_view=z,r.define((({Any:e,Boolean:t,String:n,Array:s,Tuple:i,Dict:o,Or:r,Ref:l,Function:c,Auto:_,Nullable:d})=>({tooltips:[d(r(l(V.Template),n,s(i(n,n)),c())),[["index","$index"],["data (x, y)","($x, $y)"],["screen (x, y)","($sx, $sy)"]]],formatters:[o(r(l(a.CustomJSHover),v.FormatterType)),{}],renderers:[r(s(l(p.DataRenderer)),_),"auto"],names:[s(n),[]],mode:[T.HoverMode,"mouse"],muted_policy:[T.MutedPolicy,"show"],point_policy:[T.PointPolicy,"snap_to_data"],line_policy:[T.LinePolicy,"nearest"],show_arrow:[t,!0],anchor:[T.Anchor,"center"],attachment:[T.TooltipAttachment,"horizontal"],callback:[d(e)]}))),r.register_alias("hover",(()=>new P))},
+function _(e,t,s,n,a){n();const l=e(1);var i,_,o,r,c,d,p,u,m,w,f,h,x;const v=e(53),y=e(309),V=e(393);a("Styles",V.Styles);const g=e(43),T=e(42),b=e(226),R=e(113),D=e(8),M=e(13),S=(0,l.__importStar)(e(242)),O=e(152);class C extends b.DOMView{}s.DOMNodeView=C,C.__name__="DOMNodeView";class z extends v.Model{constructor(e){super(e)}}s.DOMNode=z,z.__name__="DOMNode",z.__module__="bokeh.models.dom";class P extends C{render(){super.render(),this.el.textContent=this.model.content}_createElement(){return document.createTextNode("")}}s.TextView=P,P.__name__="TextView";class A extends z{constructor(e){super(e)}}s.Text=A,i=A,A.__name__="Text",i.prototype.default_view=P,i.define((({String:e})=>({content:[e,""]})));class N extends C{}s.PlaceholderView=N,N.__name__="PlaceholderView",N.tag_name="span";class E extends z{constructor(e){super(e)}}s.Placeholder=E,_=E,E.__name__="Placeholder",_.define((({})=>({})));class G extends N{update(e,t,s){this.el.textContent=t.toString()}}s.IndexView=G,G.__name__="IndexView";class I extends E{constructor(e){super(e)}}s.Index=I,o=I,I.__name__="Index",o.prototype.default_view=G,o.define((({})=>({})));class k extends N{update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ValueRefView=k,k.__name__="ValueRefView";class $ extends E{constructor(e){super(e)}}s.ValueRef=$,r=$,$.__name__="ValueRef",r.prototype.default_view=k,r.define((({String:e})=>({field:[e]})));class B extends k{render(){super.render(),this.value_el=(0,g.span)(),this.swatch_el=(0,g.span)({class:S.tooltip_color_block}," "),this.el.appendChild(this.value_el),this.el.appendChild(this.swatch_el)}update(e,t,s){const n=(0,O._get_column_value)(this.model.field,e,t),a=null==n?"???":`${n}`;this.el.textContent=a}}s.ColorRefView=B,B.__name__="ColorRefView";class L extends ${constructor(e){super(e)}}s.ColorRef=L,c=L,L.__name__="ColorRef",c.prototype.default_view=B,c.define((({Boolean:e})=>({hex:[e,!0],swatch:[e,!0]})));class j extends C{constructor(){super(...arguments),this.child_views=new Map}async lazy_initialize(){await super.lazy_initialize();const e=this.model.children.filter((e=>e instanceof v.Model));await(0,R.build_views)(this.child_views,e,{parent:this})}render(){super.render();const{style:e}=this.model;if(null!=e)if(e instanceof V.Styles)for(const t of e){const e=t.get_value();if((0,D.isString)(e)){const s=t.attr.replace(/_/g,"-");this.el.style.hasOwnProperty(s)&&this.el.style.setProperty(s,e)}}else for(const[t,s]of(0,M.entries)(e)){const e=t.replace(/_/g,"-");this.el.style.hasOwnProperty(e)&&this.el.style.setProperty(e,s)}for(const e of this.model.children)if((0,D.isString)(e)){const t=document.createTextNode(e);this.el.appendChild(t)}else{this.child_views.get(e).renderTo(this.el)}}}s.DOMElementView=j,j.__name__="DOMElementView";class q extends z{constructor(e){super(e)}}s.DOMElement=q,d=q,q.__name__="DOMElement",d.define((({String:e,Array:t,Dict:s,Or:n,Nullable:a,Ref:l})=>({style:[a(n(l(V.Styles),s(e))),null],children:[t(n(e,l(z),l(y.LayoutDOM))),[]]})));class F extends T.View{}s.ActionView=F,F.__name__="ActionView";class H extends v.Model{constructor(e){super(e)}}s.Action=H,p=H,H.__name__="Action",H.__module__="bokeh.models.dom",p.define((({})=>({})));class J extends j{constructor(){super(...arguments),this.action_views=new Map}async lazy_initialize(){await super.lazy_initialize(),await(0,R.build_views)(this.action_views,this.model.actions,{parent:this})}remove(){(0,R.remove_views)(this.action_views),super.remove()}update(e,t,s={}){!function n(a){for(const l of a.child_views.values())l instanceof N?l.update(e,t,s):l instanceof j&&n(l)}(this);for(const n of this.action_views.values())n.update(e,t,s)}}s.TemplateView=J,J.__name__="TemplateView",J.tag_name="div";class K extends q{}s.Template=K,u=K,K.__name__="Template",u.prototype.default_view=J,u.define((({Array:e,Ref:t})=>({actions:[e(t(H)),[]]})));class Q extends j{}s.SpanView=Q,Q.__name__="SpanView",Q.tag_name="span";class U extends q{}s.Span=U,m=U,U.__name__="Span",m.prototype.default_view=Q;class W extends j{}s.DivView=W,W.__name__="DivView",W.tag_name="div";class X extends q{}s.Div=X,w=X,X.__name__="Div",w.prototype.default_view=W;class Y extends j{}s.TableView=Y,Y.__name__="TableView",Y.tag_name="table";class Z extends q{}s.Table=Z,f=Z,Z.__name__="Table",f.prototype.default_view=Y;class ee extends j{}s.TableRowView=ee,ee.__name__="TableRowView",ee.tag_name="tr";class te extends q{}s.TableRow=te,h=te,te.__name__="TableRow",h.prototype.default_view=ee;const se=e(41),ne=e(234);class ae extends F{update(e,t,s){for(const[e,s]of(0,ne.enumerate)(this.model.groups))e.visible=t==s}}s.ToggleGroupView=ae,ae.__name__="ToggleGroupView";class le extends H{constructor(e){super(e)}}s.ToggleGroup=le,x=le,le.__name__="ToggleGroup",x.prototype.default_view=ae,x.define((({Array:e,Ref:t})=>({groups:[e(t(se.RendererGroup)),[]]})))},
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+function _(t,o,e,n,s){var i;n();const l=t(15),c=t(53),r=t(224),a=t(232),u=t(234);class h extends c.Model{constructor(t){super(t)}get button_view(){return this.tools[0].button_view}get event_type(){return this.tools[0].event_type}get tooltip(){return this.tools[0].tooltip}get tool_name(){return this.tools[0].tool_name}get icon(){return this.tools[0].computed_icon}get computed_icon(){return this.icon}get toggleable(){const t=this.tools[0];return t instanceof a.InspectTool&&t.toggleable}initialize(){super.initialize(),this.do=new l.Signal0(this,"do")}connect_signals(){super.connect_signals(),this.connect(this.do,(()=>this.doit())),this.connect(this.properties.active.change,(()=>this.set_active()));for(const t of this.tools)this.connect(t.properties.active.change,(()=>{this.active=t.active}))}doit(){for(const t of this.tools)t.do.emit()}set_active(){for(const t of this.tools)t.active=this.active}get menu(){const{menu:t}=this.tools[0];if(null==t)return null;const o=[];for(const[e,n]of(0,u.enumerate)(t))if(null==e)o.push(null);else{const t=()=>{var t,o,e;for(const s of this.tools)null===(e=null===(o=null===(t=s.menu)||void 0===t?void 0:t[n])||void 0===o?void 0:o.handler)||void 0===e||e.call(o)};o.push(Object.assign(Object.assign({},e),{handler:t}))}return o}}e.ToolProxy=h,i=h,h.__name__="ToolProxy",i.define((({Boolean:t,Array:o,Ref:e})=>({tools:[o(e(r.ButtonTool)),[]],active:[t,!1],disabled:[t,!1]})))},
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${e}`),e}}close(){this.closed_permanently||(r.logger.debug(`Permanently closing websocket connection ${this._number}`),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,`close method called on ClientConnection ${this._number}`),this.session._connection_closed())}_schedule_reconnect(e){setTimeout((()=>{this.closed_permanently||r.logger.info(`Websocket connection ${this._number} disconnected, will not attempt to reconnect`)}),e)}send(e){if(null==this.socket)throw new Error(`not connected so cannot send ${e}`);e.send(this.socket)}async send_with_reply(e){const s=await new Promise(((s,n)=>{this._pending_replies.set(e.msgid(),{resolve:s,reject:n}),this.send(e)}));if("ERROR"===s.msgtype())throw new Error(`Error reply ${s.content.text}`);return s}async _pull_doc_json(){const e=c.Message.create("PULL-DOC-REQ",{}),s=await this.send_with_reply(e);if(!("doc"in s.content))throw new Error("No 'doc' field in PULL-DOC-REPLY");return s.content.doc}async _repull_session_doc(e,s){var n;r.logger.debug(this.session?"Repulling session":"Pulling session for first time");try{const n=await this._pull_doc_json();if(null==this.session)if(this.closed_permanently)r.logger.debug("Got new document after connection was already closed"),s(new Error("The connection has been closed"));else{const s=i.Document.from_json(n),t=i.Document._compute_patch_since_json(n,s);if(t.events.length>0){r.logger.debug(`Sending ${t.events.length} changes from model construction back to server`);const e=c.Message.create("PATCH-DOC",{},t);this.send(e)}this.session=new _.ClientSession(this,s,this.id);for(const e of this._pending_messages)this.session.handle(e);this._pending_messages=[],r.logger.debug("Created a new session from new pulled doc"),e(this.session)}else this.session.document.replace_with_json(n),r.logger.debug("Updated existing session with new pulled doc")}catch(e){null===(n=console.trace)||void 0===n||n.call(console,e),r.logger.error(`Failed to repull session ${e}`),s(e instanceof Error?e:`${e}`)}}_on_open(e,s){r.logger.info(`Websocket connection ${this._number} is now open`),this._current_handler=n=>{this._awaiting_ack_handler(n,e,s)}}_on_message(e){null==this._current_handler&&r.logger.error("Got a message with no current handler set");try{this._receiver.consume(e.data)}catch(e){this._close_bad_protocol(`${e}`)}const s=this._receiver.message;if(null!=s){const e=s.problem();null!=e&&this._close_bad_protocol(e),this._current_handler(s)}}_on_close(e,s){r.logger.info(`Lost websocket ${this._number} connection, ${e.code} (${e.reason})`),this.socket=null,this._pending_replies.forEach((e=>e.reject("Disconnected"))),this._pending_replies.clear(),this.closed_permanently||this._schedule_reconnect(2e3),s(new Error(`Lost websocket connection, ${e.code} (${e.reason})`))}_on_error(e){r.logger.debug(`Websocket error on socket ${this._number}`);const s="Could not open websocket";r.logger.error(`Failed to connect to Bokeh server: ${s}`),e(new Error(s))}_close_bad_protocol(e){r.logger.error(`Closing connection: ${e}`),null!=this.socket&&this.socket.close(1002,e)}_awaiting_ack_handler(e,s,n){"ACK"===e.msgtype()?(this._current_handler=e=>this._steady_state_handler(e),this._repull_session_doc(s,n)):this._close_bad_protocol("First message was not an ACK")}_steady_state_handler(e){const s=e.reqid(),n=this._pending_replies.get(s);n?(this._pending_replies.delete(s),n.resolve(e)):this.session?this.session.handle(e):"PATCH-DOC"!=e.msgtype()&&this._pending_messages.push(e)}}n.ClientConnection=d,d.__name__="ClientConnection",n.pull_session=function(e,s,n){return new d(e,s,n).connect()}},
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+ * and/or other materials provided with the distribution.
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+ * Neither the name of Anaconda nor the names of any contributors
+ * may be used to endorse or promote products derived from this software
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+ * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
+ * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
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object"),m(V,o,d),_(!V||V.renderbuffer&&36168===V.renderbuffer._renderbuffer.format,"invalid stencil attachment for framebuffer object"),m(I,o,d),_(!I||I.texture&&34041===I.texture._texture.format||I.renderbuffer&&34041===I.renderbuffer._renderbuffer.format,"invalid depth-stencil attachment for framebuffer object"),A(i),i.width=o,i.height=d,i.colorAttachments=F,i.depthAttachment=B,i.stencilAttachment=V,i.depthStencilAttachment=I,l.color=F.map(v),l.depth=v(B),l.stencil=v(V),l.depthStencil=v(I),l.width=i.width,l.height=i.height,S(i),l}return o.framebufferCount++,l(e,a),t(l,{resize:function(e,t){_(f.next!==i,"can not resize a framebuffer which is currently in use");var r=Math.max(0|e,1),n=Math.max(0|t||r,1);if(r===i.width&&n===i.height)return l;for(var a=i.colorAttachments,o=0;o<a.length;++o)g(a[o],r,n);return g(i.depthAttachment,r,n),g(i.stencilAttachment,r,n),g(i.depthStencilAttachment,r,n),i.width=l.width=r,i.height=l.height=n,S(i),l},_reglType:"framebuffer",_framebuffer:i,destroy:function(){k(i),A(i)},use:function(e){f.setFBO({framebuffer:l},e)}})}return t(f,{getFramebuffer:function(e){if("function"==typeof e&&"framebuffer"===e._reglType){var t=e._framebuffer;if(t instanceof w)return t}return null},create:O,createCube:function(e){var i=Array(6);function o(e){var n;_(i.indexOf(f.next)<0,"can not update framebuffer which is currently in use");var s,l={color:null},d=0,m=null,p="rgba",h="uint8",b=1;if("number"==typeof e)d=0|e;else if(e){_.type(e,"object","invalid arguments for framebuffer");var v=e;if("shape"in v){var g=v.shape;_(Array.isArray(g)&&g.length>=2,"invalid shape for framebuffer"),_(g[0]===g[1],"cube framebuffer must be square"),d=g[0]}else"radius"in v&&(d=0|v.radius),"width"in v?(d=0|v.width,"height"in v&&_(v.height===d,"must be square")):"height"in v&&(d=0|v.height);("color"in v||"colors"in v)&&(m=v.color||v.colors,Array.isArray(m)&&_(1===m.length||r.webgl_draw_buffers,"multiple render targets not supported")),m||("colorCount"in v&&(b=0|v.colorCount,_(b>0,"invalid color buffer count")),"colorType"in v&&(_.oneOf(v.colorType,c,"invalid color type"),h=v.colorType),"colorFormat"in v&&(p=v.colorFormat,_.oneOf(v.colorFormat,u,"invalid color format for texture"))),"depth"in v&&(l.depth=v.depth),"stencil"in v&&(l.stencil=v.stencil),"depthStencil"in v&&(l.depthStencil=v.depthStencil)}else d=1;if(m)if(Array.isArray(m))for(s=[],n=0;n<m.length;++n)s[n]=m[n];else s=[m];else{s=Array(b);var y={radius:d,format:p,type:h};for(n=0;n<b;++n)s[n]=a.createCube(y)}for(l.color=Array(s.length),n=0;n<s.length;++n){var x=s[n];_("function"==typeof x&&"textureCube"===x._reglType,"invalid cube map"),d=d||x.width,_(x.width===d&&x.height===d,"invalid cube map shape"),l.color[n]={target:xt,data:s[n]}}for(n=0;n<6;++n){for(var w=0;w<s.length;++w)l.color[w].target=xt+n;n>0&&(l.depth=i[0].depth,l.stencil=i[0].stencil,l.depthStencil=i[0].depthStencil),i[n]?i[n](l):i[n]=O(l)}return t(o,{width:d,height:d,color:s})}return o(e),t(o,{faces:i,resize:function(e){var t,r=0|e;if(_(r>0&&r<=n.maxCubeMapSize,"invalid radius for cube fbo"),r===o.width)return o;var a=o.color;for(t=0;t<a.length;++t)a[t].resize(r);for(t=0;t<6;++t)i[t].resize(r);return o.width=o.height=r,o},_reglType:"framebufferCube",destroy:function(){i.forEach((function(e){e.destroy()}))}})},clear:function(){H(x).forEach(k)},restore:function(){f.cur=null,f.next=null,f.dirty=!0,H(x).forEach((function(t){t.framebuffer=e.createFramebuffer(),S(t)}))}})}(a,d,y,S,O,l),T=un(a,c,d,y,x,w,0,E,{},A,k,g,v,m,n),z=Ct(a,E,T.procs.poll,v,i,d,y),F=T.next,V=a.canvas,I=[],P=[],N=[],q=[n.onDestroy],Q=null;function Y(){if(0===I.length)return m&&m.update(),void(Q=null);Q=j.next(Y),ye();for(var e=I.length-1;e>=0;--e){var t=I[e];t&&t(v,null,0)}a.flush(),m&&m.update()}function ce(){!Q&&I.length>0&&(Q=j.next(Y))}function le(){Q&&(j.cancel(Y),Q=null)}function de(e){e.preventDefault(),o=!0,le(),P.forEach((function(e){e()}))}function me(e){a.getError(),o=!1,f.restore(),k.restore(),x.restore(),S.restore(),O.restore(),E.restore(),A.restore(),m&&m.restore(),T.procs.refresh(),ce(),N.forEach((function(e){e()}))}function pe(e){function r(e,t){var r={},n={};return Object.keys(e).forEach((function(a){var i=e[a];if(D.isDynamic(i))n[a]=D.unbox(i,a);else{if(t&&Array.isArray(i))for(var o=0;o<i.length;++o)if(D.isDynamic(i[o]))return void(n[a]=D.unbox(i,a));r[a]=i}})),{dynamic:n,static:r}}_(!!e,"invalid args to regl({...})"),_.type(e,"object","invalid args to regl({...})");var n=r(e.context||{},!0),a=r(e.uniforms||{},!0),i=r(e.attributes||{},!1),f=r(function(e){var r=t({},e);function n(e){if(e in r){var t=r[e];delete r[e],Object.keys(t).forEach((function(n){r[e+"."+n]=t[n]}))}}return delete r.uniforms,delete r.attributes,delete r.context,delete r.vao,"stencil"in 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+413: function _(t,e,a,s,r){s();const n=t(414),_=t(9),o=t(12);class c{constructor(t){this._regl=t,this._map=new Map}_create_texture(t){const e=t.length;let a=0;const s=[];let r=0,_=0;for(let n=0;n<e;n++)a+=t[n],s.push(t[n]+t[(n+1)%e]),n%2==0?_=Math.max(_,t[n]):r=Math.min(r,-t[n]);r*=.5,_*=.5;const o=(0,n.gcd)(s),c=[0];for(let a=0;a<e;a++)c.push(c[a]+t[a]);const h=2*a/o,i=(0,n.is_pow_2)(h),l=i?h:128,g=.5*o*h/l;let p;if(i){if(p=.5*t[0],g<p){p-=Math.floor(p/g)*g}}else p=0;const u=p-.5*g,m=new Uint8Array(l);let f=0;for(let e=0;e<l;e++){const a=p+e*g;a>c[f+1]&&f++;const s=t[f],n=c[f]+.5*s;let o=.5*s-Math.abs(a-n);f%2==1&&(o=-o),m[e]=Math.round(255*(o-r)/(_-r))}return[[a,u,r,_],this._regl.texture({shape:[l,1,1],data:m,wrapS:"repeat",format:"alpha",type:"uint8",mag:"linear",min:"linear"})]}_get_key(t){return t.join(",")}_get_or_create(t){const e=this._get_key(t);let a=this._map.get(e);if(null==a){const s=(0,n.gcd)(t);if(s>1){t=(0,o.map)(t,(t=>t/s)),a=this._get_or_create(t);const[r,n,_]=a;a=[r,n,s],this._map.set(e,a)}else{const[r,n]=this._create_texture(t);a=[r,n,s],this._map.set(e,a)}}return a}get(t){return t.length%2==1&&(t=(0,_.concat)([t,t])),this._get_or_create(t)}}a.DashCache=c,c.__name__="DashCache"},
+414: function _(n,t,e,r,o){function u(n,t){let e,r;n>t?(e=n,r=t):(e=t,r=n);let o=e%r;for(;0!=o;)e=r,r=o,o=e%r;return r}r(),e.gcd=function(n){let t=n[0];for(let e=1;e<n.length;e++)t=u(t,n[e]);return t},e.is_pow_2=function(n){return!(n&n-1||!n)}},
+415: function _(n,t,e,_,i){_();e.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nattribute vec2 a_position;\nattribute vec2 a_point_prev;\nattribute vec2 a_point_start;\nattribute vec2 a_point_end;\nattribute vec2 a_point_next;\nattribute float a_show_prev;\nattribute float a_show_curr;\nattribute float a_show_next;\n#ifdef DASHED\nattribute float a_length_so_far;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform float u_miter_limit;\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;  // Booleans for start/end caps and miters too long.\nvarying float v_cos_theta_turn_right_start;  // Sign gives turn_right, abs gives\nvarying float v_cos_theta_turn_right_end;    //   cos(theta).\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nvec2 line_intersection(in vec2 point0, in vec2 dir0,\n                       in vec2 point1, in vec2 dir1)\n{\n    // Line-line intersection: point0 + lambda0 dir0 = point1 + lambda1 dir1.\n    // Not checking if lines are parallel!\n    float lambda0 = cross_z(point1 - point0, dir1) / cross_z(dir0, dir1);\n    return point0 + lambda0*dir0;\n}\n\nfloat sign_no_zero(in float x)\n{\n    return x >= 0.0 ? 1.0 : -1.0;\n}\n\nvoid main()\n{\n    if (a_show_curr < 0.5) {\n        // Line segment has non-finite value at one or both ends, do not render.\n        gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n        return;\n    }\n\n    const float min_miter_factor_round_join_mesh = sqrt(2.0);\n\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    vec2 segment_along = normalize(a_point_end - a_point_start); // unit vector.\n    v_segment_length = length(a_point_end - a_point_start);\n    vec2 segment_right = right_vector(segment_along);  // unit vector.\n    vec2 xy;\n\n    bool miter_too_large_start = false;\n    bool miter_too_large_end = false;\n\n    v_coords.y = a_position.y*halfwidth;  // Overwritten later for end points.\n\n    bool has_start_cap = a_show_prev < 0.5;\n    bool has_end_cap = a_show_next < 0.5;\n\n    vec2 point_normal_start;\n    float cos_theta_start;\n    float turn_right_start;\n    if (has_start_cap)\n        point_normal_start = segment_right;\n    else {\n        vec2 prev_right = right_vector(normalize(a_point_start - a_point_prev));\n        point_normal_start = normalize(segment_right + prev_right);\n        cos_theta_start = dot(segment_right, point_normal_start);  // Always +ve\n        turn_right_start = sign_no_zero(dot(segment_right, a_point_prev - a_point_start));\n    }\n\n    vec2 point_normal_end;\n    float cos_theta_end;\n    float turn_right_end;\n    if (has_end_cap)\n        point_normal_end = segment_right;\n    else {\n        vec2 next_right = right_vector(normalize(a_point_next - a_point_end));\n        point_normal_end = normalize(segment_right + next_right);\n        cos_theta_end = dot(segment_right, point_normal_end);  // Always +ve\n        turn_right_end = sign_no_zero(dot(segment_right, a_point_next - a_point_end));\n    }\n\n    float miter_factor_start = 1.0 / dot(segment_right, point_normal_start);\n    float miter_factor_end = 1.0 / dot(segment_right, point_normal_end);\n    if (join_type == miter_join) {\n        // If miter too large, use bevel join instead.\n        miter_too_large_start = (miter_factor_start > u_miter_limit);\n        miter_too_large_end = (miter_factor_end > u_miter_limit);\n    }\n\n    float sign_at_start = -sign(a_position.x);  // +ve at segment start, -ve end.\n    vec2 point = sign_at_start > 0.0 ? a_point_start : a_point_end;\n    vec2 adjacent_point =\n        sign_at_start > 0.0 ? (has_start_cap ? a_point_start : a_point_prev)\n                            : (has_end_cap ? a_point_end : a_point_next);\n\n    if ( (has_start_cap && sign_at_start > 0.0) ||\n         (has_end_cap && sign_at_start < 0.0) ) {\n        // Cap.\n        xy = point - segment_right*(halfwidth*a_position.y);\n        if (cap_type == butt_cap)\n            xy -= sign_at_start*0.5*u_antialias*segment_along;\n        else\n            xy -= sign_at_start*halfwidth*segment_along;\n    }\n    else { // Join.\n        // +ve if turning to right, -ve if to left.\n        float turn_sign = sign_at_start > 0.0 ? turn_right_start : turn_right_end;\n\n        vec2 adjacent_right = sign_at_start*normalize(right_vector(point - adjacent_point));\n        vec2 point_right = normalize(segment_right + adjacent_right);\n        float miter_factor = sign_at_start > 0.0 ? miter_factor_start : miter_factor_end;\n        bool miter_too_large = sign_at_start > 0.0 ? miter_too_large_start : miter_too_large_end;\n\n        if (abs(a_position.x) > 1.5) {\n            // Outer point, meets prev/next segment.\n            float factor;  // multiplied by halfwidth...\n\n            if (join_type == bevel_join || (join_type == miter_join && miter_too_large))\n                factor = 1.0 / miter_factor;  // cos_theta.\n            else if (join_type == round_join &&\n                     miter_factor > min_miter_factor_round_join_mesh)\n                factor = 1.0;\n            else  // miter, or round (small angle only).\n                factor = miter_factor;\n\n            xy = point - point_right*(halfwidth*turn_sign*factor);\n            v_coords.y = turn_sign*halfwidth*factor / miter_factor;\n        }\n        else if (turn_sign*a_position.y < 0.0) {\n            // Inner point, meets prev/next segment.\n            float len = halfwidth*miter_factor;\n            float segment_len = v_segment_length;\n            float adjacent_len = distance(point, adjacent_point);\n\n            if (len <= min(segment_len, adjacent_len))\n                // Normal behaviour.\n                xy = point - point_right*(len*a_position.y);\n            else\n                // For short wide line segments the inner point using the above\n                // calculation can be outside of the line.  Here clipping it.\n                xy = point + segment_right*(halfwidth*turn_sign);\n        }\n        else {\n            // Point along outside edge.\n            xy = point - segment_right*(halfwidth*a_position.y);\n            if (join_type == round_join &&\n                miter_factor > min_miter_factor_round_join_mesh) {\n                xy = line_intersection(xy, segment_along,\n                                       point - turn_sign*point_right*halfwidth,\n                                       right_vector(point_right));\n            }\n        }\n    }\n\n    vec2 pos = xy + 0.5;  // Bokeh's offset.\n    pos /= u_canvas_size / u_pixel_ratio;  // in 0..1\n    gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n\n    v_coords.x = dot(xy - a_point_start, segment_along);\n    v_flags = float(int(has_start_cap) +\n                    2*int(has_end_cap) +\n                    4*int(miter_too_large_start) +\n                    8*int(miter_too_large_end));\n    v_cos_theta_turn_right_start = cos_theta_start*turn_right_start;\n    v_cos_theta_turn_right_end = cos_theta_end*turn_right_end;\n\n#ifdef DASHED\n    v_length_so_far = a_length_so_far;\n#endif\n}\n"},
+416: function _(n,t,a,i,e){i();a.default="\nprecision mediump float;\n\nconst int butt_cap   = 0;\nconst int round_cap  = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\nuniform float u_linewidth;\nuniform float u_antialias;\nuniform float u_line_join;\nuniform float u_line_cap;\nuniform vec4 u_line_color;\n#ifdef DASHED\nuniform sampler2D u_dash_tex;\nuniform vec4 u_dash_tex_info;\nuniform float u_dash_scale;\nuniform float u_dash_offset;\n#endif\n\nvarying float v_segment_length;\nvarying vec2 v_coords;\nvarying float v_flags;\nvarying float v_cos_theta_turn_right_start;\nvarying float v_cos_theta_turn_right_end;\n#ifdef DASHED\nvarying float v_length_so_far;\n#endif\n\nfloat cross_z(in vec2 v0, in vec2 v1)\n{\n    return v0.x*v1.y - v0.y*v1.x;\n}\n\nfloat point_line_side(in vec2 point, in vec2 start, in vec2 end)\n{\n    // +ve if point to right of line.\n    // Alternatively could do dot product with right_vector.\n    return cross_z(point - start, end - start);\n}\n\nfloat point_line_distance(in vec2 point, in vec2 start, in vec2 end)\n{\n    return point_line_side(point, start, end) / distance(start, end);\n}\n\nvec2 right_vector(in vec2 v)\n{\n    return vec2(v.y, -v.x);\n}\n\nfloat bevel_join_distance(in float sign_start, in float halfwidth)\n{\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n    float distance_along = sign_start > 0.0 ? 0.0 : v_segment_length;\n\n    // In v_coords reference frame (x is along segment, y across).\n    vec2 line_start = vec2(distance_along, halfwidth*turn_right);\n    float sin_alpha = cos_theta;\n    float cos_alpha = sqrt(1.0 - sin_alpha*sin_alpha);\n    vec2 line_along = vec2(-sign_start*turn_right*sin_alpha, -cos_alpha);\n\n    return halfwidth + sign_start*point_line_distance(\n        v_coords, line_start, line_start+line_along);\n}\n\nfloat cap(in int cap_type, in float x, in float y)\n{\n    // x is distance along segment in direction away from end of segment,\n    // y is distance across segment.\n    if (cap_type == butt_cap)\n        return max(0.5*u_linewidth - x, abs(y));\n    else if (cap_type == square_cap)\n        return max(-x, abs(y));\n    else  // cap_type == round_cap\n        return distance(vec2(min(x, 0.0), y), vec2(0.0, 0.0));\n}\n\nfloat distance_to_alpha(in float dist)\n{\n    return 1.0 - smoothstep(0.5*(u_linewidth - u_antialias),\n                            0.5*(u_linewidth + u_antialias), dist);\n}\n\n#ifdef DASHED\nfloat dash_distance(in float x)\n{\n    // x is in direction of v_coords.x, i.e. along segment.\n    float tex_length = u_dash_tex_info.x;\n    float tex_offset = u_dash_tex_info.y;\n    float tex_dist_min = u_dash_tex_info.z;\n    float tex_dist_max = u_dash_tex_info.w;\n\n    // Apply offset.\n    x += v_length_so_far - u_dash_scale*tex_offset + u_dash_offset;\n\n    // Interpolate within texture to obtain distance to dash.\n    float dist = texture2D(u_dash_tex,\n                           vec2(x / (tex_length*u_dash_scale), 0.0)).a;\n\n    // Scale distance within min and max limits.\n    dist = tex_dist_min + dist*(tex_dist_max - tex_dist_min);\n\n    return u_dash_scale*dist;\n}\n\nfloat clip_dash_distance(in float x, in float offset, in float sign_along)\n{\n    // Return clipped dash distance, sign_along is +1.0 if looking forward\n    // into next segment and -1.0 if looking backward into previous segment.\n    float half_antialias = 0.5*u_antialias;\n\n    if (sign_along*x > half_antialias) {\n        // Outside antialias region, use usual dash distance.\n        return dash_distance(offset + x);\n    }\n    else {\n        // Inside antialias region.\n        // Dash distance at edge of antialias region clipped to half_antialias.\n        float edge_dist = min(dash_distance(offset + sign_along*half_antialias), half_antialias);\n\n        // Physical distance from dash distance at edge of antialias region.\n        return edge_dist + sign_along*x - half_antialias;\n    }\n}\n\nmat2 rotation_matrix(in float sign_start)\n{\n    // Rotation matrix for v_coords from this segment to prev or next segment.\n    float cos_theta_turn_right = sign_start > 0.0 ? v_cos_theta_turn_right_start\n                                                  : v_cos_theta_turn_right_end;\n    float cos_theta = abs(cos_theta_turn_right);\n    float turn_right = sign(cos_theta_turn_right);\n\n    float sin_theta = sqrt(1.0 - cos_theta*cos_theta)*sign_start*turn_right;\n    float cos_2theta = 2.0*cos_theta*cos_theta - 1.0;\n    float sin_2theta = 2.0*sin_theta*cos_theta;\n    return mat2(cos_2theta, -sin_2theta, sin_2theta, cos_2theta);\n}\n#endif\n\nvoid main()\n{\n    int join_type = int(u_line_join + 0.5);\n    int cap_type = int(u_line_cap + 0.5);\n    float halfwidth = 0.5*(u_linewidth + u_antialias);\n    float half_antialias = 0.5*u_antialias;\n\n    // Extract flags.\n    int flags = int(v_flags + 0.5);\n    bool miter_too_large_end = (flags / 8 > 0);\n    flags -= 8*int(miter_too_large_end);\n    bool miter_too_large_start = (flags / 4 > 0);\n    flags -= 4*int(miter_too_large_start);\n    bool has_end_cap = (flags / 2 > 0);\n    flags -= 2*int(has_end_cap);\n    bool has_start_cap = flags > 0;\n\n    float dist = v_coords.y;  // For straight segment, and miter join.\n\n    // Along-segment coords with respect to end of segment, +ve inside segment\n    // so equivalent to v_coords.x at start of segment.\n    float end_coords_x = v_segment_length - v_coords.x;\n\n    if (v_coords.x <= half_antialias) {\n        // At start of segment, either cap or join.\n        if (has_start_cap)\n            dist = cap(cap_type, v_coords.x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(0.0, 0.0));\n        else if (join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_start))\n            dist = max(abs(dist), bevel_join_distance(1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n    else if (end_coords_x <= half_antialias) {\n        // At end of segment, either cap or join.\n        if (has_end_cap)\n            dist = cap(cap_type, end_coords_x, v_coords.y);\n        else if (join_type == round_join)\n            dist = distance(v_coords, vec2(v_segment_length, 0));\n        else if ((join_type == bevel_join ||\n                 (join_type == miter_join && miter_too_large_end)))\n            dist = max(abs(dist), bevel_join_distance(-1.0, halfwidth));\n        // else a miter join which uses the default dist calculation.\n    }\n\n    float alpha = distance_to_alpha(abs(dist));\n\n#ifdef DASHED\n    if (u_dash_tex_info.x >= 0.0) {\n        // Dashes in straight segments (outside of joins) are easily calculated.\n        dist = dash_distance(v_coords.x);\n\n        if (!has_start_cap && cap_type == butt_cap) {\n            if (v_coords.x < half_antialias) {\n                // Outer of start join rendered solid color or not at all\n                // depending on whether corner point is in dash or gap, with\n                // antialiased ends.\n                if (dash_distance(0.0) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -v_coords.x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (v_coords.x > -half_antialias) {\n                        // Consider antialias region of dash after start region.\n                        float edge_dist = min(dash_distance(half_antialias), half_antialias);\n                        dist = max(dist, edge_dist + v_coords.x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 prev_coords = rotation_matrix(1.0)*v_coords;\n\n            if (abs(prev_coords.y) < halfwidth && prev_coords.x < half_antialias) {\n                // Extend dashes across from end of previous segment, with antialiased end.\n                float new_dist = clip_dash_distance(prev_coords.x, 0.0, -1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(prev_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        if (!has_end_cap && cap_type == butt_cap) {\n            if (end_coords_x < half_antialias) {\n                // Similar for end join.\n                if (dash_distance(v_segment_length) > 0.0) {\n                    // Corner is solid color.\n                    dist = max(dist, min(half_antialias, -end_coords_x));\n                    // Avoid visible antialiasing band between corner and dash.\n                    dist = max(dist, dash_distance(v_segment_length - half_antialias));\n                }\n                else {\n                    // Use large negative value so corner not colored.\n                    dist = -halfwidth;\n\n                    if (end_coords_x > -half_antialias) {\n                        // Consider antialias region of dash before end region.\n                        float edge_dist = min(dash_distance(v_segment_length - half_antialias),\n                                              half_antialias);\n                        dist = max(dist, edge_dist + end_coords_x - half_antialias);\n                    }\n                }\n            }\n\n            vec2 next_coords = rotation_matrix(-1.0)*(v_coords - vec2(v_segment_length, 0.0));\n\n            if (abs(next_coords.y) < halfwidth && next_coords.x > -half_antialias) {\n                // Extend dashes across from next segment, with antialiased end.\n                float new_dist = clip_dash_distance(next_coords.x, v_segment_length, 1.0);\n                new_dist = min(new_dist, 0.5*u_linewidth - abs(next_coords.y));\n                dist = max(dist, new_dist);\n            }\n        }\n\n        dist = cap(cap_type, dist, v_coords.y);\n\n        float dash_alpha = distance_to_alpha(dist);\n        alpha = min(alpha, dash_alpha);\n    }\n#endif\n\n    alpha = u_line_color.a*alpha;\n    gl_FragColor = vec4(u_line_color.rgb*alpha, alpha);  // Premultiplied alpha.\n}\n"},
+417: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nattribute vec2 a_position;\nattribute vec2 a_center;\nattribute float a_width;\nattribute float a_height;\nattribute float a_angle; // In radians\nattribute float a_linewidth;\nattribute vec4 a_line_color;\nattribute vec4 a_fill_color;\nattribute float a_line_cap;\nattribute float a_line_join;\nattribute float a_show;\n#ifdef HATCH\nattribute float a_hatch_pattern;\nattribute float a_hatch_scale;\nattribute float a_hatch_weight;\nattribute vec4 a_hatch_color;\n#endif\n\nuniform float u_pixel_ratio;\nuniform vec2 u_canvas_size;\nuniform float u_antialias;\nuniform float u_size_hint;\n\nvarying float v_linewidth;\nvarying vec2 v_size; // 2D size for rects compared to 1D for markers.\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\nvoid main()\n{\n  if (a_show < 0.5) {\n    // Do not show this rect.\n    gl_Position = vec4(-2.0, -2.0, 0.0, 1.0);\n    return;\n  }\n\n  v_size = vec2(a_width, a_height);\n  v_linewidth = a_linewidth;\n  v_line_color = a_line_color;\n  v_fill_color = a_fill_color;\n  v_line_cap = a_line_cap;\n  v_line_join = a_line_join;\n\n  if (v_linewidth < 1.0) {\n    // Linewidth less than 1 is implemented as 1 but with reduced alpha.\n    v_line_color.a *= v_linewidth;\n    v_linewidth = 1.0;\n  }\n\n#ifdef HATCH\n  v_hatch_pattern = a_hatch_pattern;\n  v_hatch_scale = a_hatch_scale;\n  v_hatch_weight = a_hatch_weight;\n  v_hatch_color = a_hatch_color;\n#endif\n\n  vec2 enclosing_size;\n  // Need extra size of (v_linewidth+u_antialias) if edge of marker parallel to\n  // edge of bounding box.  If symmetric spike towards edge then multiply by\n  // 1/cos(theta) where theta is angle between spike and bbox edges.\n  int size_hint = int(u_size_hint + 0.5);\n  if (size_hint == 1)  // Dash\n    enclosing_size = vec2(v_size.x + v_linewidth + u_antialias,\n                          v_linewidth + u_antialias);\n  else if (size_hint == 2)  // Dot\n    enclosing_size = 0.25*v_size + u_antialias;\n  else if (size_hint == 3)  // Diamond\n    enclosing_size = vec2(v_size.x*(2.0/3.0) + (v_linewidth + u_antialias)*1.20185,\n                          v_size.y + (v_linewidth + u_antialias)*1.80278);\n  else if (size_hint == 4)  // Hex\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(2.0/sqrt(3.0), 1.0);\n  else if (size_hint == 5)  // Square pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*3.1;\n  else if (size_hint == 6)  // Triangle\n    enclosing_size = vec2(v_size.x + (v_linewidth + u_antialias)*sqrt(3.0),\n                          v_size.y*(2.0/sqrt(3.0)) + (v_linewidth + u_antialias)*2.0);\n  else if (size_hint == 7)  // Triangle pin\n    enclosing_size = v_size + (v_linewidth + u_antialias)*vec2(4.8, 6.0);\n  else if (size_hint == 8)  // Star\n    enclosing_size = vec2(v_size.x*0.95106 + (v_linewidth + u_antialias)*3.0,\n                          v_size.y + (v_linewidth + u_antialias)*3.2);\n  else\n    enclosing_size = v_size + v_linewidth + u_antialias;\n\n  // Coordinates in rotated frame with respect to center of marker, used for\n  // distance functions in fragment shader.\n  v_coords = a_position*enclosing_size;\n\n  float c = cos(-a_angle);\n  float s = sin(-a_angle);\n  mat2 rotation = mat2(c, -s, s, c);\n\n  vec2 pos = a_center + rotation*v_coords;\n#ifdef HATCH\n  // Coordinates for hatching in unrotated frame of reference.\n  v_hatch_coords = pos - 0.5;\n#endif\n  pos += 0.5; // Make up for Bokeh's offset.\n  pos /= u_canvas_size / u_pixel_ratio; // 0 to 1.\n  gl_Position = vec4(2.0*pos.x - 1.0, 1.0 - 2.0*pos.y, 0.0, 1.0);\n}\n"},
+418: function _(n,i,e,t,a){t();e.default="\nprecision mediump float;\n\nconst float SQRT2 = sqrt(2.0);\nconst float SQRT3 = sqrt(3.0);\nconst float PI = 3.14159265358979323846;\n\nconst int butt_cap = 0;\nconst int round_cap = 1;\nconst int square_cap = 2;\n\nconst int miter_join = 0;\nconst int round_join = 1;\nconst int bevel_join = 2;\n\n#ifdef HATCH\nconst int hatch_dot = 1;\nconst int hatch_ring = 2;\nconst int hatch_horizontal_line = 3;\nconst int hatch_vertical_line = 4;\nconst int hatch_cross = 5;\nconst int hatch_horizontal_dash = 6;\nconst int hatch_vertical_dash = 7;\nconst int hatch_spiral = 8;\nconst int hatch_right_diagonal_line = 9;\nconst int hatch_left_diagonal_line = 10;\nconst int hatch_diagonal_cross = 11;\nconst int hatch_right_diagonal_dash = 12;\nconst int hatch_left_diagonal_dash = 13;\nconst int hatch_horizontal_wave = 14;\nconst int hatch_vertical_wave = 15;\nconst int hatch_criss_cross = 16;\n#endif\n\nuniform float u_antialias;\n\nvarying float v_linewidth;\nvarying vec2 v_size;\nvarying vec4 v_line_color;\nvarying vec4 v_fill_color;\nvarying float v_line_cap;\nvarying float v_line_join;\nvarying vec2 v_coords;\n#ifdef HATCH\nvarying float v_hatch_pattern;\nvarying float v_hatch_scale;\nvarying float v_hatch_weight;\nvarying vec4 v_hatch_color;\nvarying vec2 v_hatch_coords;\n#endif\n\n// Lines within the marker (dot, cross, x and y) are added at the end as they are\n// on top of the fill rather than astride it.\n#if defined(USE_CIRCLE_DOT) || defined(USE_DIAMOND_DOT) || defined(USE_DOT) ||     defined(USE_HEX_DOT) || defined(USE_SQUARE_DOT) || defined(USE_STAR_DOT) ||     defined(USE_TRIANGLE_DOT)\n  #define APPEND_DOT\n#endif\n\n#if defined(USE_CIRCLE_CROSS) || defined(USE_SQUARE_CROSS)\n  #define APPEND_CROSS\n#endif\n\n#ifdef USE_DIAMOND_CROSS\n  #define APPEND_CROSS_2\n#endif\n\n#ifdef USE_CIRCLE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (0.5*v_size.x)\n#endif\n\n#ifdef USE_SQUARE_X\n  #define APPEND_X\n  #define APPEND_X_LEN (v_size.x/SQRT2)\n#endif\n\n#ifdef USE_CIRCLE_Y\n  #define APPEND_Y\n#endif\n\n#if defined(USE_ASTERISK) || defined(USE_CROSS) || defined(USE_DASH) ||     defined(USE_DOT) || defined(USE_X) || defined(USE_Y)\n  // No fill.\n  #define LINE_ONLY\n#endif\n\n#if defined(LINE_ONLY) || defined(APPEND_CROSS) || defined(APPEND_CROSS_2) ||     defined(APPEND_X) || defined(APPEND_Y)\nfloat end_cap_distance(in vec2 p, in vec2 end_point, in vec2 unit_direction, in int line_cap)\n{\n  vec2 offset = p - end_point;\n  if (line_cap == butt_cap)\n    return dot(offset, unit_direction) + 0.5*v_linewidth;\n  else if (line_cap == square_cap)\n    return dot(offset, unit_direction);\n  else if (line_cap == round_cap && dot(offset, unit_direction) > 0.0)\n    return length(offset);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if !(defined(LINE_ONLY) || defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN))\n// For line join at a vec2 corner where 2 line segments meet, consider bevel points which are the 2\n// points obtained by moving half a linewidth away from the corner point in the directions normal to\n// the line segments.  The line through these points is the bevel line, characterised by a vec2\n// unit_normal and offset distance from the corner point.  Edge of bevel join straddles this line,\n// round join occurs outside of this line centred on the corner point.  In general\n//   offset = (linewidth/2)*sin(alpha/2)\n// where alpha is the angle between the 2 line segments at the corner.\nfloat line_join_distance_no_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join)\n{\n  // Simplified version of line_join_distance ignoring miter which most markers do implicitly\n  // as they are composed of straight line segments.\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    // Default is outside of line and should be -0.5*(v_linewidth+u_antialias) or less,\n    // so here avoid the multiplication.\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(USE_SQUARE_PIN) || defined(USE_TRIANGLE_PIN)\n// Line join distance including miter but only one-sided check as assuming use of symmetry in\n// calling function.\nfloat line_join_distance_incl_miter(\n  in vec2 p, in vec2 corner, in vec2 unit_normal, in float offset, in int line_join,\n  vec2 miter_unit_normal)\n{\n  float dist_outside = dot((p - corner), unit_normal) - offset;\n\n  if (line_join == miter_join && dist_outside > 0.0)\n    return dot((p - corner), miter_unit_normal);\n  else if (line_join == bevel_join && dist_outside > -0.5*u_antialias)\n    return dist_outside + 0.5*v_linewidth;\n  else if (dist_outside > 0.0)  // round_join\n    return distance(p, corner);\n  else\n    return -v_linewidth-u_antialias;\n}\n#endif\n\n#if defined(APPEND_CROSS) || defined(APPEND_X) || defined(USE_ASTERISK) ||     defined(USE_CROSS) || defined(USE_X)\nfloat one_cross(in vec2 p, in int line_cap, in float len)\n{\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#ifdef APPEND_CROSS_2\nfloat one_cross_2(in vec2 p, in int line_cap, in vec2 lengths)\n{\n  // Cross with different length in x and y directions.\n  p = abs(p);\n  bool switch_xy = (p.y > p.x);\n  p = switch_xy ? p.yx : p.xy;\n  float len = switch_xy ? lengths.y : lengths.x;\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(len, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(APPEND_Y) || defined(USE_Y)\nfloat one_y(in vec2 p, in int line_cap, in float len)\n{\n  p = vec2(abs(p.x), -p.y);\n\n  // End point of line to right is (1/2, 1/3)*len*SQRT3.\n  // Unit vector along line is (1/2, 1/3)*k where k = 6/SQRT13.\n  const float k = 6.0/sqrt(13.0);\n  vec2 unit_along = vec2(0.5*k, k/3.0);\n  vec2 end_point = vec2(0.5*len*SQRT3, len*SQRT3/3.0);\n  float dist = max(abs(dot(p, vec2(-unit_along.y, unit_along.x))),\n                   end_cap_distance(p, end_point, unit_along, line_cap));\n\n  if (p.y < 0.0) {\n    // Vertical line.\n    float vert_dist = max(p.x,\n                          end_cap_distance(p, vec2(0.0, -len), vec2(0.0, -1.0), line_cap));\n    dist = min(dist, vert_dist);\n  }\n  return dist;\n}\n#endif\n\n// One marker_distance function per marker type.\n// Distance is zero on edge of marker, +ve outside and -ve inside.\n\n#ifdef USE_ASTERISK\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  vec2 p_diag = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  float len = 0.5*v_size.x;\n  return min(one_cross(p, line_cap, len),  // cross\n             one_cross(p_diag, line_cap, len));  // x\n}\n#endif\n\n#if defined(USE_CIRCLE) || defined(USE_CIRCLE_CROSS) || defined(USE_CIRCLE_DOT) ||     defined(USE_CIRCLE_X) || defined(USE_CIRCLE_Y)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return length(p) - 0.5*v_size.x;\n}\n#endif\n\n#ifdef USE_CROSS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_DASH\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  p = abs(p);\n  float dist = p.y;\n  float end_dist = end_cap_distance(p, vec2(0.5*v_size.x, 0.0), vec2(1.0, 0.0), line_cap);\n  return max(dist, end_dist);\n}\n#endif\n\n#if defined(USE_DIAMOND) || defined(USE_DIAMOND_CROSS) || defined(USE_DIAMOND_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider +ve quadrant, the 2 end points are (2r/3, 0) and (0, r)\n  // where r = radius = v_size.x/2.\n  // Line has outward-facing unit normal vec2(1, 2/3)/k where k = SQRT13/3\n  // hence vec2(3, 2)/SQRT13, and distance from origin of 2r/(3k) = 2r/SQRT13.\n  p = abs(p);\n  float r = 0.5*v_size.x;\n  const float SQRT13 = sqrt(13.0);\n  float dist = dot(p, vec2(3.0, 2.0))/SQRT13 - 2.0*r/SQRT13;\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, r), vec2(0.0, 1.0), v_linewidth/SQRT13, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r*2.0/3.0, 0.0), vec2(1.0, 0.0), v_linewidth*(1.5/SQRT13), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_DOT\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Dot is always appended.\n  return v_linewidth+u_antialias;\n}\n#endif\n\n#if defined(USE_HEX) || defined(USE_HEX_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // A regular hexagon has v_size.x == v.size_y = r where r is the length of\n  // each of the 3 sides of the 6 equilateral triangles that comprise the hex.\n  // Only consider +ve quadrant, the 3 corners are at (0, h), (rx/2, h), (rx, 0)\n  // where rx = 0.5*v_size.x, ry = 0.5*v_size.y and h = ry*SQRT3/2.\n  // Sloping line has outward normal vec2(h, rx/2).  Length of this is\n  // len = sqrt(h**2 + rx**2/4) to give unit normal (h, rx/2)/len and distance\n  // from origin of this line is rx*h/len.\n  p = abs(p);\n  float rx = v_size.x/2.0;\n  float h = v_size.y*(SQRT3/4.0);\n  float len_normal = sqrt(h*h + 0.25*rx*rx);\n  vec2 unit_normal = vec2(h, 0.5*rx) / len_normal;\n  float dist = max(dot(p, unit_normal) - rx*h/len_normal,  // Distance from sloping line.\n                   p.y - h);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(rx, 0.0), vec2(1.0, 0.0), 0.5*v_linewidth*unit_normal.x, line_join));\n\n    unit_normal = normalize(unit_normal + vec2(0.0, 1.0));  // At (rx/2, h) corner.\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.5*rx, h), unit_normal, 0.5*v_linewidth*unit_normal.y, line_join));\n  }\n  return dist;\n}\n#endif\n\n#ifdef USE_PLUS\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // Only need to consider one octant, the +ve quadrant with x >= y.\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n\n  // 3 corners are (r, 0), (r, 3r/8) and (3r/8, 3r/8).\n  float r = 0.5*v_size.x;\n  p = p - vec2(r, 0.375*r);  // Distance with respect to outside corner\n  float dist = max(p.x, p.y);\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n    // Inside corner\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(-5.0*r/8.0, 0.0), vec2(-1.0/SQRT2, -1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_SQUARE) || defined(USE_SQUARE_CROSS) || defined(USE_SQUARE_DOT) ||     defined(USE_SQUARE_X)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  vec2 p2 = abs(p) - v_size/2.0;  // Offset from corner\n  float dist = max(p2.x, p2.y);\n\n  if (line_join != miter_join)\n    dist = max(dist, line_join_distance_no_miter(\n      p2, vec2(0.0, 0.0), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth/(2.0*SQRT2), line_join));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_SQUARE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = abs(p);\n  p = (p.y > p.x) ? p.yx : p.xy;\n  // p is in octant between y=0 and y=x.\n  // Quadratic bezier curve passes through (r, r), (11r/16, 0) and (r, -r).\n  // Circular arc that passes through the same points has center at\n  // x = r + 231r/160 = 2.44275r and y = 0 and hence radius is\n  // x - 11r/16 = 1.75626 precisely.\n  float r = 0.5*v_size.x;\n  float center_x = r*2.44375;\n  float radius = r*1.75626;\n  float dist = radius - distance(p, vec2(center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8/5) - pi/4)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(r, r), vec2(1.0/SQRT2, 1.0/SQRT2), v_linewidth*0.1124297533493792, line_join,\n    vec2(8.0/sqrt(89.0), -5.0/sqrt(89.0))));\n\n  return dist;\n}\n#endif\n\n#if defined(USE_STAR) || defined(USE_STAR_DOT)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  const float SQRT5 = sqrt(5.0);\n  const float COS72 = 0.25*(SQRT5 - 1.0);\n  const float SIN72 = sqrt((5.0+SQRT5) / 8.0);\n\n  float angle = atan(p.x, p.y);  // In range -pi to +pi clockwise from +y direction.\n  angle = mod(angle, 0.4*PI) - 0.2*PI;  // In range -pi/5 to +pi/5 clockwise from +y direction.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in pi/10 (36 degree) sector.\n\n  // 2 corners are at (r, 0) and (r-a*SIN72, a*COS72) where a = r sqrt(5-2*sqrt(5)).\n  // Line has outward-facing unit normal vec2(COS72, SIN72) and distance from\n  // origin of dot(vec2(r, 0), vec2(COS72, SIN72)) = r*COS72\n  float r = 0.5*v_size.x;\n  float a = r*sqrt(5.0 - 2.0*SQRT5);\n  float dist = dot(p, vec2(COS72, SIN72)) - r*COS72;\n\n  if (line_join != miter_join) {\n    // Outside corner\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, 0.0), vec2(1.0, 0.0), v_linewidth*(0.5*COS72), line_join));\n\n    // Inside corner\n    const float COS36 = sqrt(0.5 + COS72/2.0);\n    const float SIN36 = sqrt(0.5 - COS72/2.0);\n    dist = min(dist, -line_join_distance_no_miter(\n      p, vec2(r-a*SIN72, a*COS72), vec2(-COS36, -SIN36), v_linewidth*(0.5*COS36), line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#if defined(USE_TRIANGLE) || defined(USE_TRIANGLE_DOT) || defined(USE_INVERTED_TRIANGLE)\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  // For normal triangle 3 corners are at (-r, a), (r, a), (0, a-h)=(0, -2h/3)\n  // given r = radius = v_size.x/2, h = SQRT3*r, a = h/3.\n  // Sloping line has outward-facing unit normal vec2(h, -r)/2r = vec2(SQRT3, -1)/2\n  // and distance from origin of a.  Horizontal line has outward-facing unit normal\n  // vec2(0, 1) and distance from origin of a.\n  float r = 0.5*v_size.x;\n  float a = r*SQRT3/3.0;\n\n  // Only need to consider +ve x.\n#ifdef USE_INVERTED_TRIANGLE\n  p = vec2(abs(p.x), -p.y);\n#else\n  p = vec2(abs(p.x), p.y);\n#endif\n\n  float dist = max(0.5*dot(p, vec2(SQRT3, -1.0)) - a,  // Distance from sloping line.\n                   p.y - a);  // Distance from horizontal line.\n\n  if (line_join != miter_join) {\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(0.0, -(2.0/SQRT3)*r), vec2(0.0, -1.0), v_linewidth*0.25, line_join));\n\n    dist = max(dist, line_join_distance_no_miter(\n      p, vec2(r, a), vec2(SQRT3/2.0, 0.5), v_linewidth*0.25, line_join));\n  }\n\n  return dist;\n}\n#endif\n\n#ifdef USE_TRIANGLE_PIN\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  float angle = atan(p.x, -p.y);  // In range -pi to +pi.\n  angle = mod(angle, PI*2.0/3.0) - PI/3.0;  // In range -pi/3 to pi/3.\n  p = length(p)*vec2(cos(angle), abs(sin(angle)));  // (x,y) in range 0 to pi/3.\n  // Quadratic bezier curve passes through (a, r), ((a+b)/2, 0) and (a, -r) where\n  // a = r/SQRT3, b = 3a/8 = r SQRT3/8.  Circular arc that passes through the same points has\n  // center at (a+x, 0) and radius x+c where c = (a-b)/2 and x = (r**2 - c**2) / (2c).\n  // Ignore r factor until the end so can use const.\n  const float a = 1.0/SQRT3;\n  const float b = SQRT3/8.0;\n  const float c = (a-b)/2.0;\n  const float x = (1.0 - c*c) / (2.0*c);\n  const float center_x = x + a;\n  const float radius = x + c;\n  float r = 0.5*v_size.x;\n  float dist = r*radius - distance(p, vec2(r*center_x, 0.0));\n\n  // Magic number is 0.5*sin(atan(8*sqrt(3)/5) - pi/3)\n  dist = max(dist, line_join_distance_incl_miter(\n    p, vec2(a*r, r), vec2(0.5, 0.5*SQRT3), v_linewidth*0.0881844526878324, line_join,\n    vec2(8.0*SQRT3, -5.0)/sqrt(217.0)));\n\n  return dist;\n}\n#endif\n\n#ifdef USE_X\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  p = vec2((p.x + p.y)/SQRT2, (p.x - p.y)/SQRT2);\n  return one_cross(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n#ifdef USE_Y\nfloat marker_distance(in vec2 p, in int line_cap, in int line_join)\n{\n  // Assuming v_size.x == v.size_y\n  return one_y(p, line_cap, 0.5*v_size.x);\n}\n#endif\n\n// Convert distance from edge of marker to fraction in range 0 to 1, depending\n// on antialiasing width.\nfloat distance_to_fraction(in float dist)\n{\n  return 1.0 - smoothstep(-0.5*u_antialias, 0.5*u_antialias, dist);\n}\n\n// Return fraction from 0 (no fill color) to 1 (full fill color).\nfloat fill_fraction(in float dist)\n{\n  return distance_to_fraction(dist);\n}\n\n// Return fraction in range 0 (no line color) to 1 (full line color).\nfloat line_fraction(in float dist)\n{\n  return distance_to_fraction(abs(dist) - 0.5*v_linewidth);\n}\n\n// Return fraction (in range 0 to 1) of a color, with premultiplied alpha.\nvec4 fractional_color(in vec4 color, in float fraction)\n{\n  color.a *= fraction;\n  color.rgb *= color.a;\n  return color;\n}\n\n// Blend colors that have premultiplied alpha.\nvec4 blend_colors(in vec4 src, in vec4 dest)\n{\n  return (1.0 - src.a)*dest + src;\n}\n\n#ifdef APPEND_DOT\nfloat dot_fraction(in vec2 p)\n{\n  // Assuming v_size.x == v_size.y\n  float radius = 0.125*v_size.x;\n  float dot_distance = max(length(p) - radius, -0.5*u_antialias);\n  return fill_fraction(dot_distance);\n}\n#endif\n\n#ifdef HATCH\n// Wrap coordinate(s) by removing integer part to give distance from center of\n// repeat, in the range -0.5 to +0.5.\nfloat wrap(in float x)\n{\n  return fract(x) - 0.5;\n}\n\nvec2 wrap(in vec2 xy)\n{\n  return fract(xy) - 0.5;\n}\n\n// Return fraction from 0 (no hatch color) to 1 (full hatch color).\nfloat hatch_fraction(in vec2 coords, in int hatch_pattern)\n{\n  float scale = v_hatch_scale; // Hatch repeat distance.\n\n  // Coordinates and linewidth/halfwidth are scaled to hatch repeat distance.\n  coords = coords / scale;\n  float halfwidth = 0.5*v_hatch_weight / scale; // Half the hatch linewidth.\n\n  // Default is to return fraction of zero, i.e. no pattern.\n  float dist = u_antialias;\n\n  if (hatch_pattern == hatch_dot) {\n    const float dot_radius = 0.25;\n    dist = length(wrap(coords)) - dot_radius;\n  }\n  else if (hatch_pattern == hatch_ring) {\n    const float ring_radius = 0.25;\n    dist = abs(length(wrap(coords)) - ring_radius) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_line) {\n    dist = abs(wrap(coords.y)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_line) {\n    dist = abs(wrap(coords.x)) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_cross) {\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_dash) {\n    // Dashes have square caps.\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.y)),\n               abs(wrap(coords.x) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_dash) {\n    const float halflength = 0.25;\n    dist = max(abs(wrap(coords.x)),\n               abs(wrap(coords.y) + 0.25) - halflength) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_spiral) {\n    vec2 wrap2 = wrap(coords);\n    float angle = wrap(atan(wrap2.y, wrap2.x) / (2.0*PI));\n    // Canvas spiral radius increases by scale*pi/15 each rotation.\n    const float dr = PI/15.0;\n    float radius = length(wrap2);\n    // At any angle, spiral lines are equally spaced dr apart.\n    // Find distance to nearest of these lines.\n    float frac = fract((radius - dr*angle) / dr); // 0 to 1.\n    dist = dr*(abs(frac - 0.5));\n    dist = min(dist, radius) - halfwidth; // Consider center point also.\n  }\n  else if (hatch_pattern == hatch_right_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x + coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_line) {\n    dist = abs(wrap(2.0*coords.x - coords.y))/sqrt(5.0) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_diagonal_cross) {\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    dist = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_right_diagonal_dash) {\n    float across = coords.x + coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x - coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_left_diagonal_dash) {\n    float across = coords.x - coords.y + 0.5;\n    dist = abs(wrap(across)) / SQRT2; // Distance to nearest solid line.\n\n    across = floor(across); // Offset for dash.\n    float along = wrap(0.5*(coords.x + coords.y + across));\n    const float halflength = 0.25;\n    along = abs(along) - halflength; // Distance along line.\n\n    dist = max(dist, along) - halfwidth;\n  }\n  else if (hatch_pattern == hatch_horizontal_wave) {\n    float wrapx = wrap(coords.x);\n    float wrapy = wrap(coords.y - 0.25 + abs(wrapx));\n    dist = abs(wrapy) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_vertical_wave) {\n    float wrapy = wrap(coords.y);\n    float wrapx = wrap(coords.x - 0.25 + abs(wrapy));\n    dist = abs(wrapx) / SQRT2 - halfwidth;\n  }\n  else if (hatch_pattern == hatch_criss_cross) {\n    float plus = min(abs(wrap(coords.x)), abs(wrap(coords.y)));\n\n    coords = vec2(coords.x + coords.y + 0.5, coords.x - coords.y + 0.5);\n    float X = min(abs(wrap(coords.x)), abs(wrap(coords.y))) / SQRT2;\n\n    dist = min(plus, X) - halfwidth;\n  }\n\n  return distance_to_fraction(dist*scale);\n}\n#endif\n\nvoid main()\n{\n  int line_cap = int(v_line_cap + 0.5);\n  int line_join = int(v_line_join + 0.5);\n#ifdef HATCH\n  int hatch_pattern = int(v_hatch_pattern + 0.5);\n#endif\n\n  float dist = marker_distance(v_coords, line_cap, line_join);\n\n#ifdef LINE_ONLY\n  vec4 color = vec4(0.0, 0.0, 0.0, 0.0);\n#else\n  float fill_frac = fill_fraction(dist);\n  vec4 color = fractional_color(v_fill_color, fill_frac);\n#endif\n\n#if defined(HATCH) && !defined(LINE_ONLY)\n  if (hatch_pattern > 0 && fill_frac > 0.0) {\n    float hatch_frac = hatch_fraction(v_hatch_coords, hatch_pattern);\n    vec4 hatch_color = fractional_color(v_hatch_color, hatch_frac*fill_frac);\n    color = blend_colors(hatch_color, color);\n  }\n#endif\n\n  float line_frac = line_fraction(dist);\n\n#ifdef APPEND_DOT\n  line_frac = max(line_frac, dot_fraction(v_coords));\n#endif\n#ifdef APPEND_CROSS\n  line_frac = max(line_frac, line_fraction(one_cross(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n#ifdef APPEND_CROSS_2\n  vec2 lengths = vec2(v_size.x/3.0, v_size.x/2.0);\n  line_frac = max(line_frac, line_fraction(one_cross_2(v_coords, line_cap, lengths)));\n#endif\n#ifdef APPEND_X\n  vec2 p = vec2((v_coords.x + v_coords.y)/SQRT2, (v_coords.x - v_coords.y)/SQRT2);\n  line_frac = max(line_frac, line_fraction(one_cross(p, line_cap, APPEND_X_LEN)));\n#endif\n#ifdef APPEND_Y\n  line_frac = max(line_frac, line_fraction(one_y(v_coords, line_cap, 0.5*v_size.x)));\n#endif\n\n  if (line_frac > 0.0) {\n    vec4 line_color = fractional_color(v_line_color, line_frac);\n    color = blend_colors(line_color, color);\n  }\n\n  gl_FragColor = color;\n}\n"},
+419: function _(t,_,i,h,e){h();const s=t(420),a=t(421),r=t(422);class l extends s.BaseGLGlyph{constructor(t,_){super(t,_),this.glyph=_,this._antialias=1.5,this._show_all=!1}_draw_one_marker_type(t,_,i){const h={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[_.width,_.height],pixel_ratio:_.pixel_ratio,center:i._centers,width:i._widths,height:i._heights,angle:i._angles,size_hint:(0,r.marker_type_to_size_hint)(t),nmarkers:i.nvertices,antialias:this._antialias,linewidth:this._linewidths,line_color:this._line_rgba,fill_color:this._fill_rgba,line_cap:this._line_caps,line_join:this._line_joins,show:this._show};if(this._have_hatch){const _=Object.assign(Object.assign({},h),{hatch_pattern:this._hatch_patterns,hatch_scale:this._hatch_scales,hatch_weight:this._hatch_weights,hatch_color:this._hatch_rgba});this.regl_wrapper.marker_hatch(t)(_)}else this.regl_wrapper.marker_no_hatch(t)(h)}_set_visuals(){const t=this._get_visuals(),_=t.fill,i=t.line;if(null==this._linewidths&&(this._linewidths=new a.Float32Buffer(this.regl_wrapper),this._line_caps=new a.Uint8Buffer(this.regl_wrapper),this._line_joins=new a.Uint8Buffer(this.regl_wrapper),this._line_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper),this._fill_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._linewidths.set_from_prop(i.line_width),this._line_caps.set_from_line_cap(i.line_cap),this._line_joins.set_from_line_join(i.line_join),this._line_rgba.set_from_color(i.line_color,i.line_alpha),this._fill_rgba.set_from_color(_.fill_color,_.fill_alpha),this._have_hatch=t.hatch.doit,this._have_hatch){const _=t.hatch;null==this._hatch_patterns&&(this._hatch_patterns=new a.Uint8Buffer(this.regl_wrapper),this._hatch_scales=new a.Float32Buffer(this.regl_wrapper),this._hatch_weights=new a.Float32Buffer(this.regl_wrapper),this._hatch_rgba=new a.NormalizedUint8Buffer(this.regl_wrapper)),this._hatch_patterns.set_from_hatch_pattern(_.hatch_pattern),this._hatch_scales.set_from_prop(_.hatch_scale),this._hatch_weights.set_from_prop(_.hatch_weight),this._hatch_rgba.set_from_color(_.hatch_color,_.hatch_alpha)}}}i.BaseMarkerGL=l,l.__name__="BaseMarkerGL",l.missing_point=-1e4},
+420: function _(e,t,s,i,h){i();class a{constructor(e,t){this.glyph=t,this.nvertices=0,this.size_changed=!1,this.data_changed=!1,this.visuals_changed=!1,this.regl_wrapper=e}set_data_changed(){const{data_size:e}=this.glyph;e!=this.nvertices&&(this.nvertices=e,this.size_changed=!0),this.data_changed=!0}set_visuals_changed(){this.visuals_changed=!0}render(e,t,s){if(0==t.length)return!0;const{width:i,height:h}=this.glyph.renderer.plot_view.canvas_view.webgl.canvas,a={pixel_ratio:this.glyph.renderer.plot_view.canvas_view.pixel_ratio,width:i,height:h};return this.draw(t,s,a),!0}}s.BaseGLGlyph=a,a.__name__="BaseGLGlyph"},
+421: function _(r,t,a,e,s){e();const i=r(422),_=r(22);class n{constructor(r){this.regl_wrapper=r,this.is_scalar=!0}get_sized_array(r){return null!=this.array&&this.array.length==r||(this.array=this.new_array(r)),this.array}is_normalized(){return!1}get length(){return null!=this.array?this.array.length:0}set_from_array(r){const t=r.length,a=this.get_sized_array(t);for(let e=0;e<t;e++)a[e]=r[e];this.update()}set_from_prop(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=r.get(t);this.update(r.is_Scalar())}set_from_scalar(r,t=4){this.get_sized_array(t).fill(r),this.update(!0)}to_attribute_config(r=0){return{buffer:this.buffer,divisor:this.is_scalar?0:1,normalized:this.is_normalized(),offset:r}}update(r=!1){null==this.buffer?this.buffer=this.regl_wrapper.buffer({usage:"dynamic",data:this.array}):this.buffer({data:this.array}),this.is_scalar=r}}n.__name__="WrappedBuffer";class l extends n{new_array(r){return new Float32Array(r)}}a.Float32Buffer=l,l.__name__="Float32Buffer";class o extends n{new_array(r){return new Uint8Array(r)}set_from_color(r,t,a=4){const e=r.is_Scalar()&&t.is_Scalar(),s=e?a:r.length,i=this.get_sized_array(4*s);for(let a=0;a<s;a++){const[e,s,n,l]=(0,_.color2rgba)(r.get(a),t.get(a));i[4*a]=e,i[4*a+1]=s,i[4*a+2]=n,i[4*a+3]=l}this.update(e)}set_from_hatch_pattern(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=(0,i.hatch_pattern_to_index)(r.get(t));this.update(r.is_Scalar())}set_from_line_cap(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.cap_lookup[r.get(t)];this.update(r.is_Scalar())}set_from_line_join(r,t=4){const a=r.is_Scalar()?t:r.length,e=this.get_sized_array(a);for(let t=0;t<a;t++)e[t]=i.join_lookup[r.get(t)];this.update(r.is_Scalar())}}a.Uint8Buffer=o,o.__name__="Uint8Buffer";class h extends o{is_normalized(){return!0}}a.NormalizedUint8Buffer=h,h.__name__="NormalizedUint8Buffer"},
+422: function _(a,e,r,n,t){n();const i=a(52);r.cap_lookup={butt:0,round:1,square:2},r.join_lookup={miter:0,round:1,bevel:2};const o={blank:0,dot:1,ring:2,horizontal_line:3,vertical_line:4,cross:5,horizontal_dash:6,vertical_dash:7,spiral:8,right_diagonal_line:9,left_diagonal_line:10,diagonal_cross:11,right_diagonal_dash:12,left_diagonal_dash:13,horizontal_wave:14,vertical_wave:15,criss_cross:16};r.hatch_pattern_to_index=function(a){var e,r;return null!==(r=o[null!==(e=i.hatch_aliases[a])&&void 0!==e?e:a])&&void 0!==r?r:0},r.marker_type_to_size_hint=function(a){switch(a){case"dash":return 1;case"dot":return 2;case"diamond":case"diamond_cross":case"diamond_dot":return 3;case"hex":return 4;case"square_pin":return 5;case"inverted_triangle":case"triangle":case"triangle_dot":return 6;case"triangle_pin":return 7;case"star":case"star_dot":return 8;default:return 0}}},
+423: function _(s,t,i,e,r){e();const h=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"circle")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new h.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s),i=this._widths.get_sized_array(s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point),i[e]=2*this.glyph.sradius[e];this._centers.update(),this._widths.update(),this._angles.set_from_prop(this.glyph.angle)}}i.CircleGL=l,l.__name__="CircleGL"},
+424: function _(s,t,e,_,h){_();const a=s(419),i=s(421);class l extends a.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}_draw_impl(s,t,e,_){e.data_changed&&(e._set_data(),e.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const h=e.nvertices;null==this._show&&(this._show=new i.Uint8Buffer(this.regl_wrapper));const a=this._show.length,l=this._show.get_sized_array(h);if(s.length<h){this._show_all=!1;for(let s=0;s<h;s++)l[s]=0;for(let t=0;t<s.length;t++)l[s[t]]=255}else if(!this._show_all||a!=h){this._show_all=!0;for(let s=0;s<h;s++)l[s]=255}this._show.update(),this._draw_one_marker_type(_,t,e)}}e.SingleMarkerGL=l,l.__name__="SingleMarkerGL"},
+425: function _(s,t,e,i,h){i();const r=s(421),_=s(424);class l extends _.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){this._draw_impl(s,e,t.glglyph,"hex")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=new r.Float32Buffer(this.regl_wrapper),this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=_.SingleMarkerGL.missing_point,t[2*e+1]=_.SingleMarkerGL.missing_point);this._centers.update(),"pointytop"==this.glyph.model.orientation?(this._angles.set_from_scalar(.5*Math.PI),this._widths.set_from_scalar(2*this.glyph.svy[0]),this._heights.set_from_scalar(4*this.glyph.svx[4]/Math.sqrt(3))):(this._angles.set_from_scalar(0),this._widths.set_from_scalar(2*this.glyph.svx[0]),this._heights.set_from_scalar(4*this.glyph.svy[4]/Math.sqrt(3)))}}e.HexTileGL=l,l.__name__="HexTileGL"},
+426: function _(s,i,t,h,e){h();const _=s(420),l=s(22),a=s(46),n=s(422),o=s(421);class r extends _.BaseGLGlyph{constructor(s,i){super(s,i),this.glyph=i,this._antialias=1.5,this._miter_limit=5}draw(s,i,t){const h=i.glglyph;this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1),h.data_changed&&(h._set_data(),h.data_changed=!1);const e=this.glyph.visuals.line,_=n.cap_lookup[e.line_cap.value],l=n.join_lookup[e.line_join.value],a=h._points,o={scissor:this.regl_wrapper.scissor,viewport:this.regl_wrapper.viewport,canvas_size:[t.width,t.height],pixel_ratio:t.pixel_ratio,line_color:this._color,linewidth:this._linewidth,antialias:this._antialias,miter_limit:this._miter_limit,points:a,show:h._show,nsegments:a.length/2-3,line_join:l,line_cap:_};if(this._is_dashed()){const s=Object.assign(Object.assign({},o),{length_so_far:this._length_so_far,dash_tex:this._dash_tex,dash_tex_info:this._dash_tex_info,dash_scale:this._dash_scale,dash_offset:this._dash_offset});this.regl_wrapper.dashed_line()(s)}else this.regl_wrapper.solid_line()(o)}_is_dashed(){return this._line_dash.length>0}_set_data(){const s=this.glyph.sx.length,i=s-1;this._is_closed=s>2&&this.glyph.sx[0]==this.glyph.sx[s-1]&&this.glyph.sy[0]==this.glyph.sy[s-1]&&isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]),null==this._points&&(this._points=new o.Float32Buffer(this.regl_wrapper));const t=this._points.get_sized_array(2*(s+2));for(let i=1;i<s+1;i++)t[2*i]=this.glyph.sx[i-1],t[2*i+1]=this.glyph.sy[i-1];this._is_closed?(t[0]=t[2*s-2],t[1]=t[2*s-1],t[2*s+2]=t[4],t[2*s+3]=t[5]):(t[0]=0,t[1]=0,t[2*s+2]=0,t[2*s+3]=0),this._points.update(),null==this._show&&(this._show=new o.Uint8Buffer(this.regl_wrapper));const h=this._show.get_sized_array(s+1);let e=isFinite(this.glyph.sx[0])&&isFinite(this.glyph.sy[0]);for(let i=1;i<s;i++){const s=isFinite(this.glyph.sx[i])&&isFinite(this.glyph.sy[i]);h[i]=e&&s?1:0,e=s}if(this._is_closed?(h[0]=h[s-1],h[s]=h[1]):(h[0]=0,h[s]=0),this._show.update(),this._is_dashed()){null==this._length_so_far&&(this._length_so_far=new o.Float32Buffer(this.regl_wrapper));const s=this._length_so_far.get_sized_array(i);let e=0;for(let _=0;_<i;_++)s[_]=e,1==h[_+1]&&(e+=Math.sqrt((t[2*_+4]-t[2*_+2])**2+(t[2*_+5]-t[2*_+3])**2));this._length_so_far.update()}}_set_visuals(){const s=this.glyph.visuals.line,i=(0,l.color2rgba)(s.line_color.value,s.line_alpha.value);this._color=i.map((s=>s/255)),this._linewidth=s.line_width.value,this._linewidth<1&&(this._color[3]*=this._linewidth,this._linewidth=1),this._line_dash=(0,a.resolve_line_dash)(s.line_dash.value),this._is_dashed()&&([this._dash_tex_info,this._dash_tex,this._dash_scale]=this.regl_wrapper.get_dash(this._line_dash),this._dash_offset=s.line_dash_offset.value)}}t.LineGL=r,r.__name__="LineGL"},
+427: function _(s,t,i,e,r){e();const h=s(421),a=s(424);class n extends a.SingleMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,i){this._draw_impl(s,i,t.glglyph,"square")}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new h.Float32Buffer(this.regl_wrapper),this._widths=new h.Float32Buffer(this.regl_wrapper),this._heights=new h.Float32Buffer(this.regl_wrapper),this._angles=new h.Float32Buffer(this.regl_wrapper),this._angles.set_from_scalar(0));const t=this._centers.get_sized_array(2*s),i=this._heights.get_sized_array(s),e=this._widths.get_sized_array(s);for(let r=0;r<s;r++){const s=this.glyph.sleft[r],h=this.glyph.sright[r],n=this.glyph.stop[r],_=this.glyph.sbottom[r];isFinite(s)&&isFinite(h)&&isFinite(n)&&isFinite(_)?(t[2*r]=(s+h)/2,t[2*r+1]=(n+_)/2,i[r]=Math.abs(n-_),e[r]=Math.abs(h-s)):(t[2*r]=a.SingleMarkerGL.missing_point,t[2*r+1]=a.SingleMarkerGL.missing_point,i[r]=a.SingleMarkerGL.missing_point,e[r]=a.SingleMarkerGL.missing_point)}this._centers.update(),this._heights.update(),this._widths.update()}}i.LRTBGL=n,n.__name__="LRTBGL"},
+428: function _(s,t,e,i,_){i();const h=s(419),r=s(421);class a extends h.BaseMarkerGL{constructor(s,t){super(s,t),this.glyph=t}draw(s,t,e){const i=t.glglyph;i.data_changed&&(i._set_data(),i.data_changed=!1),this.visuals_changed&&(this._set_visuals(),this.visuals_changed=!1);const _=i.nvertices;null==this._show&&(this._show=new r.Uint8Buffer(this.regl_wrapper));const h=i._unique_marker_types.length;for(const t of i._unique_marker_types){if(null==t)continue;let r=_;const a=this._show.length,n=this._show.get_sized_array(_);if(h>1||s.length<_){this._show_all=!1,n.fill(0),r=0;for(const e of s)1!=h&&i._marker_types.get(e)!=t||(n[e]=255,r++)}else this._show_all&&a==_||(this._show_all=!0,n.fill(255));this._show.update(),0!=r&&this._draw_one_marker_type(t,e,i)}}_get_visuals(){return this.glyph.visuals}_set_data(){const s=this.nvertices;null==this._centers&&(this._centers=new r.Float32Buffer(this.regl_wrapper),this._widths=new r.Float32Buffer(this.regl_wrapper),this._heights=this._widths,this._angles=new r.Float32Buffer(this.regl_wrapper));const t=this._centers.get_sized_array(2*s);for(let e=0;e<s;e++)isFinite(this.glyph.sx[e])&&isFinite(this.glyph.sy[e])?(t[2*e]=this.glyph.sx[e],t[2*e+1]=this.glyph.sy[e]):(t[2*e]=h.BaseMarkerGL.missing_point,t[2*e+1]=h.BaseMarkerGL.missing_point);this._centers.update(),this._widths.set_from_prop(this.glyph.size),this._angles.set_from_prop(this.glyph.angle),this._marker_types=this.glyph.marker,this._unique_marker_types=[...new Set(this._marker_types)]}}e.MultiMarkerGL=a,a.__name__="MultiMarkerGL"},
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+    </script>
+    <script type="text/javascript">
+      (function() {
+        const fn = function() {
+          Bokeh.safely(function() {
+            (function(root) {
+              function embed_document(root) {
+              const docs_json = document.getElementById('2984').textContent;
+              const render_items = [{"docid":"523ab5c4-f64c-4e29-b968-4c4eaa867967","root_ids":["2346"],"roots":{"2346":"c708cc05-85a8-4a08-805c-96a13a55d216"}}];
+              root.Bokeh.embed.embed_items(docs_json, render_items);
+              }
+              if (root.Bokeh !== undefined) {
+                embed_document(root);
+              } else {
+                let attempts = 0;
+                const timer = setInterval(function(root) {
+                  if (root.Bokeh !== undefined) {
+                    clearInterval(timer);
+                    embed_document(root);
+                  } else {
+                    attempts++;
+                    if (attempts > 100) {
+                      clearInterval(timer);
+                      console.log("Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing");
+                    }
+                  }
+                }, 10, root)
+              }
+            })(window);
+          });
+        };
+        if (document.readyState != "loading") fn();
+        else document.addEventListener("DOMContentLoaded", fn);
+      })();
+    </script>
+  </body>
+</html><figcaption>
+<p><span class="caption-number">Figure 9 </span><span class="caption-text"><span class="caption-text">
+Confusion matrix</span><a class="headerlink" href="#performance-and-classification-of-buildlocalcputvmtensorflowclassificationjsonbuild-local-cpu-tvm-tensorflow-classification-json-confusionmatrix" title="Permalink to this image">¶</a></figcaption>
+</figure>
+<ul class="simple">
+<li><p><em>Accuracy</em>: <strong>0.9578231292517007</strong></p></li>
+<li><p><em>Top-5 accuracy</em>: <strong>0.9959183673469387</strong></p></li>
+<li><p><em>Mean precision</em>: <strong>0.9591048246905213</strong></p></li>
+<li><p><em>Mean sensitivity</em>: <strong>0.9572500515056033</strong></p></li>
+<li><p><em>G-mean</em>: <strong>0.9563343851604948</strong></p></li>
+</ul>
+
+
+  <hr>
+<div class="md-source-file">
+  <small>
+    
+      Last update:
+      2024-01-18
+    
+  </small>
+</div>
+
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+
+                
+              </article>
+            </div>
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diff --git a/searchindex.js b/searchindex.js
new file mode 100644
index 000000000..84aa1c2a9
--- /dev/null
+++ b/searchindex.js
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"shown": 18, "distinguish": 18, "addon": 18, "nvidia_perf": 18, "v6": 18, "vision": 18, "speech_to_text": 18, "speech": 18, "text": 18, "serial": 18, "fuzzi": 18, "sudo": 18, "egg": 18, "newer": 18, "releas": 18, "clone": 18, "cd": 18, "relat": 18, "onnxconvert": 18, "draw": 18, "templat": 18, "provis": 18, "recommend": 18, "subcommand": 18, "summar": 18, "term": 18, "graphic": 18, "browser": 18, "off": 18, "someth": 18, "onnx_tf": 18, "backend": 18, "tensorflow_model_optim": 18, "model_framework": [18, 19], "float16": 18, "pleas": 18, "prototyp": 18, "01": 18, "instruct": 18, "modelframework": 18, "replac": 18, "run_loc": 18, "extend": 18, "conform": 18, "rule": 18, "enhanc": 18, "oxford": 19, "iiit": 19, "__main__": 19, "ver": 19, "null": 19, "target_device_context": 19, "runtime_use_vm": 19, "data_convert": 19, "modelwrapper_dataconvert": 19, "usr": 19, "lib": 19, "compile_use_vm": 19, "output_conversion_funct": 19, "use_fp16_precis": 19, "use_int8_precis": 19, "use_tensorrt": 19, "07878161200000022": 19, "07408555872653132": 19, "00039573146951384466": 19, "median": 19, "07406083250000961": 19, "54": 19, "39782426778242": 19, "080424678765232": 19, "175": 19, "432552301255232": 19, "04738973531823806": 19, "9578231292517007": 19, "9959183673469387": 19, "9591048246905213": 19, "9572500515056033": 19, "9563343851604948": 19}, "objects": {"kenning.core.dataconverter": [[10, 0, 1, 0, "DataConverter", "Bases: ArgumentsHandler, ABC"]], "kenning.core.dataconverter.DataConverter": [[10, 1, 1, 0, "to_next_block", "Converts data to the format used by the surrounding block."], [10, 1, 1, 0, "to_previous_block", "Converts data from the format used by the surrounding block to one previous block expects."]], "kenning.core.dataconverter.DataConverter.to_next_block": [[10, 2, 2, 0, "data", "Data to be converted."]], "kenning.core.dataconverter.DataConverter.to_previous_block": [[10, 2, 2, 0, "data", "Data to be converted."]], "kenning.core.dataprovider": [[10, 0, 1, 0, "DataProvider", "Bases: Runner, ABC"]], "kenning.core.dataprovider.DataProvider": [[10, 1, 1, 0, "detach_from_source", "Detaches from the source during shutdown."], [10, 1, 1, 0, "fetch_input", "Gets the sample from device."], [10, 1, 1, 0, "prepare", "Prepares the source for data gathering depending on the source type."], [10, 1, 1, 0, "preprocess_input", "Performs provider-specific preprocessing of inputs."]], "kenning.core.dataprovider.DataProvider.preprocess_input": [[10, 2, 2, 0, "data", "The data to be preprocessed."]], "kenning.core.dataset": [[10, 0, 1, 0, "Dataset", "Bases: ArgumentsHandler, ABC"]], "kenning.core.dataset.Dataset": [[10, 3, 1, 0, "_dataindex", "ID of the next data to be delivered for inference."], [10, 3, 1, 0, "batch_size", "The batch size for the dataset."], [10, 1, 1, 0, "calibration_dataset_generator", "Creates generator for the calibration data."], [10, 3, 1, 0, "dataX", "List of input data (or data representing input data, i.e. file paths)."], [10, 3, 1, 0, "dataXtest", "dataX subset representing a testing set. Available after executing train_test_split_representations, otherwise empty."], [10, 3, 1, 0, "dataXtrain", "dataX subset representing a training set. Available after executing train_test_split_representations, otherwise empty."], [10, 3, 1, 0, "dataXval", "Optional dataX subset representing a validation set. Available after executing train_test_split_representations, otherwise empty."], [10, 3, 1, 0, "dataY", "List of output data (or data representing output data)."], [10, 3, 1, 0, "dataYtest", "dataY subset representing a testing set. Available after executing train_test_split_representations, otherwise empty."], [10, 3, 1, 0, "dataYtrain", "dataY subset representing a training set. Available after executing train_test_split_representations, otherwise empty."], [10, 3, 1, 0, "dataYval", "Optional dataY subset representing a validation set. Available after executing train_test_split_representations, otherwise empty."], [10, 1, 1, 0, "download_dataset_fun", "Downloads the dataset to the root directory defined in the constructor."], [10, 1, 1, 0, "evaluate", "Evaluates the model based on the predictions."], [10, 1, 1, 0, "from_argparse", "Constructor wrapper that takes the parameters from argparse args."], [10, 1, 1, 0, "from_json", "Constructor wrapper that takes the parameters from json dict."], [10, 1, 1, 0, "get_class_names", "Returns list of class names in order of their IDs."], [10, 1, 1, 0, "get_data", "Returns the tuple of all inputs and outputs for the dataset."], [10, 1, 1, 0, "get_data_unloaded", "Returns the input and output representations before loading."], [10, 1, 1, 0, "get_input_mean_std", "Returns mean and std values for input tensors."], [10, 1, 1, 0, "iter_test", "Iterates over test data obtained from split."], [10, 1, 1, 0, "iter_train", "Iterates over train data obtained from split."], [10, 1, 1, 0, "iter_val", "Iterates over validation data obtained from split."], [10, 1, 1, 0, "prepare", "Prepares dataX and dataY attributes based on the dataset contents."], [10, 1, 1, 0, "prepare_external_calibration_dataset", "Prepares the data for external calibration dataset."], [10, 1, 1, 0, "prepare_input_samples", "Prepares input samples, i.e. load images from files, converts them."], [10, 1, 1, 0, "prepare_output_samples", "Prepares output samples."], [10, 1, 1, 0, "save_dataset_checksum", "Writes dataset checksum to file."], [10, 1, 1, 0, "set_batch_size", "Sets the batch size of the data in the iterator batches."], [10, 1, 1, 0, "test_subset_len", "Returns the length of a single batch from the training set."], [10, 1, 1, 0, "train_subset_len", "Returns the length of a single batch from the training set."], [10, 1, 1, 0, "train_test_split_representations", "Splits the data representations into train dataset and test dataset."], [10, 1, 1, 0, "val_subset_len", "Returns the length of a single batch from the training set."], [10, 1, 1, 0, "verify_dataset_checksum", "Checks whether dataset is already downloaded in its directory."]], "kenning.core.dataset.Dataset.calibration_dataset_generator": [[10, 2, 2, 0, "percentage", "The fraction of data to use for calibration."], [10, 2, 2, 0, "seed", "The seed for random state."]], "kenning.core.dataset.Dataset.evaluate": [[10, 2, 2, 0, "predictions", "The list of predictions from the model."], [10, 2, 2, 0, "truth", "The ground truth for given batch."]], "kenning.core.dataset.Dataset.from_argparse": [[10, 2, 2, 0, "args", "Arguments from ArgumentParser object."]], "kenning.core.dataset.Dataset.from_json": [[10, 2, 2, 0, "json_dict", "Arguments for the constructor."]], "kenning.core.dataset.Dataset.prepare_external_calibration_dataset": [[10, 2, 2, 0, "percentage", "Percentage of dataset to be used."], [10, 2, 2, 0, "seed", "Random state seed."]], "kenning.core.dataset.Dataset.prepare_input_samples": [[10, 2, 2, 0, "samples", "List of input samples to be processed."]], "kenning.core.dataset.Dataset.prepare_output_samples": [[10, 2, 2, 0, "samples", "List of output samples to be processed."]], "kenning.core.dataset.Dataset.set_batch_size": [[10, 2, 2, 0, "batch_size", "Number of input samples per batch."]], "kenning.core.dataset.Dataset.train_test_split_representations": [[10, 2, 2, 0, "append_index", "Whether to return the indices of the split. If True, the returned tuple will have indices appended at the end. For example, if the split is (X_train, X_test, y_train, y_test), the returned tuple will be (X_train, X_test, y_train, y_test, train_indices, test_indices)."], [10, 2, 2, 0, "seed", "The seed for random state."], [10, 2, 2, 0, "stratify", "Whether to stratify the split."], [10, 2, 2, 0, "test_fraction", "The fraction of data to leave for model testing."], [10, 2, 2, 0, "val_fraction", "The fraction of data to leave for model validation."]], "kenning.core.flow": [[10, 0, 1, 0, "KenningFlow", "Bases: object"]], "kenning.core.flow.KenningFlow": [[10, 1, 1, 0, "form_parameterschema", "Creates schema for the KenningFlow class."], [10, 1, 1, 0, "from_json", "Constructor wrapper that takes the parameters from json dict."], [10, 1, 1, 0, "run", "Main process function. Repeatedly runs constructed graph in a loop."], [10, 1, 1, 0, "run_single_step", "Runs flow one time."]], "kenning.core.flow.KenningFlow.from_json": [[10, 2, 2, 0, "runners_specifications", "List of runners that creates the flow."]], "kenning.core": [[10, 4, 0, 1, "measurements", ""]], "kenning.core.measurements": [[10, 0, 1, 0, "Measurements", "Stores benchmark measurements for later processing."], [10, 0, 1, 0, "MeasurementsCollector", "It is a 'static' class collecting measurements from various sources."], [10, 0, 1, 0, "SystemStatsCollector", "It is a separate thread used for collecting system statistics."], [10, 5, 1, 0, "systemstatsmeasurements", "Decorator for measuring memory usage of the function."], [10, 5, 1, 0, "tagmeasurements", "Decorator for adding tags for measurements and saving their timestamps."], [10, 5, 1, 0, "timemeasurements", "Decorator for measuring time of the function."]], "kenning.core.measurements.Measurements": [[10, 1, 1, 0, "accumulate", "Adds given value to a measurement."], [10, 1, 1, 0, "add_measurement", "Add new value to a given measurement type."], [10, 1, 1, 0, "clear", "Clears measurement data."], [10, 1, 1, 0, "copy", "Makes copy of measurements data."], [10, 3, 1, 0, "data", "Dictionary storing lists of values."], [10, 1, 1, 0, "get_values", "Returns list of values for a given measurement type."], [10, 1, 1, 0, "initialize_measurement", "Sets the initial value for a given measurement type."], [10, 1, 1, 0, "update_measurements", "Adds measurements of types given in the other object."]], "kenning.core.measurements.Measurements.get_values": [[10, 2, 2, 0, "measurementtype", "The name of the measurement type."]], "kenning.core.measurements.Measurements.initialize_measurement": [[10, 2, 2, 0, "measurement_type", "The type (name) of the measurement."], [10, 2, 2, 0, "value", "The initial value for the measurement type."]], "kenning.core.measurements.Measurements.update_measurements": [[10, 2, 2, 0, "other", "A dictionary or another Measurements object that contains lists in every entry."]], "kenning.core.measurements.MeasurementsCollector": [[10, 1, 1, 0, "clear", "Clears measurement data."], [10, 1, 1, 0, "save_measurements", "Saves measurements to JSON file."]], "kenning.core.measurements.MeasurementsCollector.save_measurements": [[10, 2, 2, 0, "resultpath", "Path to the saved JSON file."]], "kenning.core.measurements.SystemStatsCollector": [[10, 1, 1, 0, "get_measurements", "Returns measurements from the thread."], [10, 1, 1, 0, "run", "Method representing the thread's activity."]], "kenning.core.measurements.systemstatsmeasurements": [[10, 2, 2, 0, "measurementname", "The name of the measurement type."], [10, 2, 2, 0, "step", "The step for the measurements, in seconds."]], "kenning.core.measurements.tagmeasurements": [[10, 2, 2, 0, "tagname", "The name of tag."]], "kenning.core.model": [[10, 0, 1, 0, "ModelWrapper", "Bases: IOInterface, ArgumentsHandler, ABC"]], "kenning.core.model.ModelWrapper": [[10, 1, 1, 0, "convert_input_to_bytes", "Converts the input returned by the preprocess_input method to bytes."], [10, 1, 1, 0, "convert_output_from_bytes", "Converts bytes array to the model output format."], [10, 1, 1, 0, "derive_io_spec_from_json_params", "Creates IO specification by deriving parameters from parsed JSON dictionary. The resulting IO specification may differ from the results of get_io_specification, information that couldn't be retrieved from JSON parameters are absent from final IO spec or are filled with general value (example: '-1' for unknown dimension shape)."], [10, 1, 1, 0, "from_argparse", "Constructor wrapper that takes the parameters from argparse args."], [10, 1, 1, 0, "from_json", "Constructor wrapper that takes the parameters from json dict."], [10, 1, 1, 0, "get_framework_and_version", "Returns name of the framework and its version in a form of a tuple."], [10, 1, 1, 0, "get_io_specification", "Returns a saved dictionary with input and output keys that map to input and output specifications."], [10, 1, 1, 0, "get_io_specification_from_model", "Returns a new instance of dictionary with input and output keys that map to input and output specifications."], [10, 1, 1, 0, "get_output_formats", "Returns list of names of possible output formats."], [10, 1, 1, 0, "get_path", "Returns path to the model in a form of a Path or ResourceURI object."], [10, 1, 1, 0, "load_model", "Loads the model from file."], [10, 1, 1, 0, "parse_io_specification_from_json", "Return dictionary with 'input' and 'output' keys that will map to input and output specification of an object created by the argument json schema."], [10, 1, 1, 0, "postprocess_outputs", "Processes the outputs for a given model."], [10, 1, 1, 0, "prepare_model", "Downloads the model (if required) and loads it to the device."], [10, 1, 1, 0, "preprocess_input", "Preprocesses the inputs for a given model before inference."], [10, 1, 1, 0, "run_inference", "Runs inference for a given preprocessed input."], [10, 1, 1, 0, "save_model", "Saves the model to file."], [10, 1, 1, 0, "save_to_onnx", "Saves the model in the ONNX format."], [10, 1, 1, 0, "test_inference", "Runs the inference on test split of the dataset."], [10, 1, 1, 0, "train_model", "Trains the model with a given dataset."]], "kenning.core.model.ModelWrapper.convert_input_to_bytes": [[10, 2, 2, 0, "inputdata", "The preprocessed inputs."]], "kenning.core.model.ModelWrapper.convert_output_from_bytes": [[10, 2, 2, 0, "outputdata", "Output data in raw bytes."]], "kenning.core.model.ModelWrapper.derive_io_spec_from_json_params": [[10, 2, 2, 0, "json_dict", "JSON dictionary formed by parsing the input JSON with ModelWrapper's parameterschema."]], "kenning.core.model.ModelWrapper.from_argparse": [[10, 2, 2, 0, "args", "Arguments from ArgumentParser object."], [10, 2, 2, 0, "dataset", "The dataset object to feed to the model."], [10, 2, 2, 0, "from_file", "Determines if the model should be loaded from model_path."]], "kenning.core.model.ModelWrapper.from_json": [[10, 2, 2, 0, "dataset", "The dataset object to feed to the model."], [10, 2, 2, 0, "from_file", "Determines if the model should be loaded from model_path."], [10, 2, 2, 0, "json_dict", "Arguments for the constructor."]], "kenning.core.model.ModelWrapper.load_model": [[10, 2, 2, 0, "model_path", "Path or URI to the model file."]], "kenning.core.model.ModelWrapper.parse_io_specification_from_json": [[10, 2, 2, 0, "json_dict", "Parameters for object constructor in JSON format."]], "kenning.core.model.ModelWrapper.postprocess_outputs": [[10, 2, 2, 0, "y", "The list of output data from the model."]], "kenning.core.model.ModelWrapper.preprocess_input": [[10, 2, 2, 0, "X", "The input data from the Dataset object."]], "kenning.core.model.ModelWrapper.run_inference": [[10, 2, 2, 0, "X", "The preprocessed inputs for the model."]], "kenning.core.model.ModelWrapper.save_model": [[10, 2, 2, 0, "model_path", "Path or URI to the model file."]], "kenning.core.model.ModelWrapper.save_to_onnx": [[10, 2, 2, 0, "model_path", "Path or URI to the model file."]], "kenning.core.model.ModelWrapper.train_model": [[10, 2, 2, 0, "batch_size", "The batch size for the training."], [10, 2, 2, 0, "epochs", "The number of epochs for training."], [10, 2, 2, 0, "learning_rate", "The learning rate for the training."], [10, 2, 2, 0, "logdir", "Path to the logging directory."]], "kenning.core.onnxconversion": [[10, 0, 1, 0, "ONNXConversion", "Bases: ABC"]], "kenning.core.onnxconversion.ONNXConversion": [[10, 1, 1, 0, "add_entry", "Adds new model for verification."], [10, 1, 1, 0, "check_conversions", "Runs ONNX conversion for every model entry in the list of models."], [10, 1, 1, 0, "onnx_export", "Virtual function for exporting the model to ONNX in a given framework."], [10, 1, 1, 0, "onnx_import", "Virtual function for importing ONNX model to a given framework."], [10, 1, 1, 0, "prepare", "Virtual function for preparing the ONNX conversion test."]], "kenning.core.onnxconversion.ONNXConversion.add_entry": [[10, 2, 2, 0, "modelgenerator", "Function that generates the model for ONNX conversion in a given framework. The callable should accept no arguments."], [10, 2, 2, 0, "name", "Full name of the model, should match the name of the same models in other framework's implementations."]], "kenning.core.onnxconversion.ONNXConversion.check_conversions": [[10, 2, 2, 0, "modelsdir", "Path to the directory where the intermediate models will be saved."]], "kenning.core.onnxconversion.ONNXConversion.onnx_export": [[10, 2, 2, 0, "exportpath", "Path to the output ONNX file."], [10, 2, 2, 0, "modelentry", "ModelEntry object."]], "kenning.core.onnxconversion.ONNXConversion.onnx_import": [[10, 2, 2, 0, "importpath", "Path to the input ONNX file."], [10, 2, 2, 0, "modelentry", "ModelEntry object."]], "kenning.core.optimizer": [[10, 0, 1, 0, "Optimizer", "Bases: ArgumentsHandler, ABC"]], "kenning.core.optimizer.Optimizer": [[10, 1, 1, 0, "compile", "Compiles the given model to a target format."], [10, 1, 1, 0, "consult_model_type", "Finds output format of the previous block in the chain matching with an input format of the current block."], [10, 1, 1, 0, "from_argparse", "Constructor wrapper that takes the parameters from argparse args."], [10, 1, 1, 0, "from_json", "Constructor wrapper that takes the parameters from json dict."], [10, 1, 1, 0, "get_framework_and_version", "Returns name of the framework and its version in a form of a tuple."], [10, 1, 1, 0, "get_input_formats", "Returns list of names of possible input formats."], [10, 1, 1, 0, "get_output_formats", "Returns list of names of possible output formats."], [10, 1, 1, 0, "get_spec_path", "Returns input/output specification path for the model saved in model_path. It concatenates model_path and .json."], [10, 1, 1, 0, "load_io_specification", "Returns saved input and output specification of a model saved in model_path if there is one. Otherwise returns None."], [10, 1, 1, 0, "save_io_specification", "Internal function that saves input/output model specification which is used during both inference and compilation. If io_spec is None, the function uses specification of an input model stored in input_model_path + .json. If there is no specification stored in this path the function does not do anything."], [10, 1, 1, 0, "set_compiled_model_path", "Sets path for compiled model."], [10, 1, 1, 0, "set_input_type", "Sets input type of the model for the compiler."]], "kenning.core.optimizer.Optimizer.compile": [[10, 2, 2, 0, "input_model_path", "Path to the input model."], [10, 2, 2, 0, "io_spec", "Dictionary that has input and output keys that contain list of dictionaries mapping (property name) -> (property value) for the layers."]], "kenning.core.optimizer.Optimizer.consult_model_type": [[10, 2, 2, 0, "force_onnx", "Forces ONNX format."], [10, 2, 2, 0, "previous_block", "Previous block in the optimization chain."]], "kenning.core.optimizer.Optimizer.from_argparse": [[10, 2, 2, 0, "args", "Arguments from ArgumentParser object."], [10, 2, 2, 0, "dataset", "The dataset object that is optionally used for optimization."]], "kenning.core.optimizer.Optimizer.from_json": [[10, 2, 2, 0, "dataset", "The dataset object that is optionally used for optimization."], [10, 2, 2, 0, "json_dict", "Arguments for the constructor."]], "kenning.core.optimizer.Optimizer.get_spec_path": [[10, 2, 2, 0, "model_path", "Path where the model is saved."]], "kenning.core.optimizer.Optimizer.load_io_specification": [[10, 2, 2, 0, "model_path", "Path to the model which specification the function should read."]], "kenning.core.optimizer.Optimizer.save_io_specification": [[10, 2, 2, 0, "input_model_path", "Path to the input model."], [10, 2, 2, 0, "io_spec", "Specification of the input/ouput layers."]], "kenning.core.outputcollector": [[10, 0, 1, 0, "OutputCollector", "Bases: Runner, ABC"]], "kenning.core.outputcollector.OutputCollector": [[10, 1, 1, 0, "detach_from_output", "Detaches from the output during shutdown."], [10, 1, 1, 0, "process_output", "Returns the inferred data back to the specific place/device/connection."], [10, 1, 1, 0, "should_close", "Checks if a specific exit condition was reached."]], "kenning.core.outputcollector.OutputCollector.process_output": [[10, 2, 2, 0, "input_data", "Data collected from Datacollector that was processed by the model."], [10, 2, 2, 0, "output_data", "Data returned from the model."]], "kenning.core.protocol": [[10, 0, 1, 0, "Protocol", "Bases: ArgumentsHandler, ABC"]], "kenning.core.protocol.Protocol": [[10, 1, 1, 0, "disconnect", "Ends connection with the other side."], [10, 1, 1, 0, "download_output", "Downloads the outputs from the target device."], [10, 1, 1, 0, "download_statistics", "Downloads inference statistics from the target device."], [10, 1, 1, 0, "from_argparse", "Constructor wrapper that takes the parameters from argparse args."], [10, 1, 1, 0, "from_json", "Constructor wrapper that takes the parameters from json dict."], [10, 1, 1, 0, "gather_data", "Gathers data from the client."], [10, 1, 1, 0, "initialize_client", "Initializes client side of the protocol."], [10, 1, 1, 0, "initialize_server", "Initializes server side of the protocol."], [10, 1, 1, 0, "receive_confirmation", "Waits until the OK message is received."], [10, 1, 1, 0, "receive_data", "Receives data from the target device."], [10, 1, 1, 0, "receive_message", "Waits for incoming data from the other side of connection."], [10, 1, 1, 0, "request_failure", "Sends ERROR message back to the client if it failed to handle request."], [10, 1, 1, 0, "request_optimization", "Request optimization of model."], [10, 1, 1, 0, "request_processing", "Requests processing of input data and waits for acknowledgement."], [10, 1, 1, 0, "request_success", "Sends OK message back to the client once the request is finished."], [10, 1, 1, 0, "send_data", "Sends data to the target device."], [10, 1, 1, 0, "send_message", "Sends message to the target device."], [10, 1, 1, 0, "upload_input", "Uploads input to the target device and waits for acknowledgement."], [10, 1, 1, 0, "upload_io_specification", "Uploads input/output specification to the target device."], [10, 1, 1, 0, "upload_model", "Uploads the model to the target device."], [10, 1, 1, 0, "upload_optimizers", "Upload optimizers config to the target device."]], "kenning.core.protocol.Protocol.from_argparse": [[10, 2, 2, 0, "args", "Arguments from Protocol object."]], "kenning.core.protocol.Protocol.from_json": [[10, 2, 2, 0, "json_dict", "Arguments for the constructor."]], "kenning.core.protocol.Protocol.gather_data": [[10, 2, 2, 0, "timeout", "Receive timeout in seconds. If timeout > 0, this specifies the maximum wait time, in seconds. If timeout <= 0, the call won't block, and will report the currently ready file objects. If timeout is None, the call will block until a monitored file object becomes ready."]], "kenning.core.protocol.Protocol.receive_data": [[10, 2, 2, 0, "connection", "Connection used to read data."], [10, 2, 2, 0, "mask", "Selector mask from the event."]], "kenning.core.protocol.Protocol.receive_message": [[10, 2, 2, 0, "timeout", "Receive timeout in seconds. If timeout > 0, this specifies the maximum wait time, in seconds. If timeout <= 0, the call won't block, and will report the currently ready file objects. If timeout is None, the call will block until a monitored file object becomes ready."]], "kenning.core.protocol.Protocol.request_success": [[10, 2, 2, 0, "data", "Optional data upon success, if any."]], "kenning.core.protocol.Protocol.send_data": [[10, 2, 2, 0, "data", "Data to send."]], "kenning.core.protocol.Protocol.send_message": [[10, 2, 2, 0, "message", "Message to be sent."]], "kenning.core.protocol.Protocol.upload_input": [[10, 2, 2, 0, "data", "Input data for inference."]], "kenning.core.protocol.Protocol.upload_io_specification": [[10, 2, 2, 0, "path", "Path to the json file."]], "kenning.core.protocol.Protocol.upload_model": [[10, 2, 2, 0, "path", "Path to the model."]], "kenning.core.protocol.Protocol.upload_optimizers": [[10, 2, 2, 0, "optimizers_cfg", "Config JSON of optimizers."]], "kenning.core.runner": [[10, 0, 1, 0, "Runner", "Bases: IOInterface, ArgumentsHandler, ABC"]], "kenning.core.runner.Runner": [[10, 1, 1, 0, "cleanup", "Method that cleans resources after Runner is no longer needed."], [10, 1, 1, 0, "from_argparse", "Constructor wrapper that takes the parameters from argparse args."], [10, 1, 1, 0, "from_json", "Constructor wrapper that takes the parameters from json dict."], [10, 1, 1, 0, "run", "Method used to run this Runner."], [10, 1, 1, 0, "should_close", "Method that checks if Runner got some exit indication (exception etc.) and the flow should close."]], "kenning.core.runner.Runner.from_argparse": [[10, 2, 2, 0, "args", "Arguments from ArgumentParser object."], [10, 2, 2, 0, "inputs_sources", "Input from where data is being retrieved."], [10, 2, 2, 0, "inputs_specs", "Specifications of runner's inputs."], [10, 2, 2, 0, "outputs", "Outputs of this Runner."]], "kenning.core.runner.Runner.from_json": [[10, 2, 2, 0, "inputs_sources", "Input from where data is being retrieved."], [10, 2, 2, 0, "inputs_specs", "Specifications of runner's inputs."], [10, 2, 2, 0, "json_dict", "Arguments for the constructor."], [10, 2, 2, 0, "outputs", "Outputs of this Runner."]], "kenning.core.runner.Runner.run": [[10, 2, 2, 0, "inputs", "Inputs provided to this block."]], "kenning.core.runtime": [[10, 0, 1, 0, "Runtime", "Bases: ArgumentsHandler, ABC"]], "kenning.core.runtime.Runtime": [[10, 1, 1, 0, "extract_output", "Extracts and postprocesses the output of the model."], [10, 1, 1, 0, "from_argparse", "Constructor wrapper that takes the parameters from argparse args."], [10, 1, 1, 0, "from_json", "Constructor wrapper that takes the parameters from json dict."], [10, 1, 1, 0, "get_input_formats", "Returns list of names of possible input formats names."], [10, 1, 1, 0, "get_io_spec_path", "Gets path to a input/output specification file which is model_path and .json concatenated."], [10, 1, 1, 0, "get_time", "Gets the current timestamp."], [10, 1, 1, 0, "infer", "Runs inference on single batch locally using a given runtime."], [10, 1, 1, 0, "inference_session_end", "Calling this function indicates that the inference session has ended."], [10, 1, 1, 0, "inference_session_start", "Calling this function indicates that the client is connected."], [10, 1, 1, 0, "load_input", "Loads and converts delivered data to the accelerator for inference."], [10, 1, 1, 0, "load_input_from_bytes", "The method accepts input_data in bytes and loads it according to the input specification."], [10, 1, 1, 0, "postprocess_output", "The method accepts output of the model and postprocesses it."], [10, 1, 1, 0, "prepare_io_specification", "Receives the io_specification from the client in bytes and saves it for later use."], [10, 1, 1, 0, "prepare_local", "Runs initialization for the local inference."], [10, 1, 1, 0, "prepare_model", "Receives the model to infer from the client in bytes."], [10, 1, 1, 0, "preprocess_input", "Reshapes input data to the format expected by the model. Applies quantization if needed."], [10, 1, 1, 0, "read_io_specification", "Saves input/output specification so that it can be used during the inference."], [10, 1, 1, 0, "run", "Runs inference on prepared input."], [10, 1, 1, 0, "upload_output", "Returns the output to the client, in bytes."], [10, 1, 1, 0, "upload_stats", "Returns statistics of inference passes to the client."]], "kenning.core.runtime.Runtime.from_argparse": [[10, 2, 2, 0, "args", "Arguments from ArgumentParser object."]], "kenning.core.runtime.Runtime.from_json": [[10, 2, 2, 0, "json_dict", "Arguments for the constructor."]], "kenning.core.runtime.Runtime.get_io_spec_path": [[10, 2, 2, 0, "model_path", "URI to the compiled model."]], "kenning.core.runtime.Runtime.infer": [[10, 2, 2, 0, "X", "Batch of data provided for inference."], [10, 2, 2, 0, "model_wrapper", "Model that is executed on target hardware."], [10, 2, 2, 0, "postprocess", "Indicates if model output should be postprocessed."]], "kenning.core.runtime.Runtime.load_input": [[10, 2, 2, 0, "input_data", "Input data in bytes delivered by the client, preprocessed."]], "kenning.core.runtime.Runtime.load_input_from_bytes": [[10, 2, 2, 0, "input_data", "Input data in bytes delivered by the client."]], "kenning.core.runtime.Runtime.postprocess_output": [[10, 2, 2, 0, "results", "List of outputs of the model."]], "kenning.core.runtime.Runtime.prepare_io_specification": [[10, 2, 2, 0, "input_data", "The io_specification` or None, if it should be loaded from another source."]], "kenning.core.runtime.Runtime.prepare_model": [[10, 2, 2, 0, "input_data", "Model data or None, if the model should be loaded from another source."]], "kenning.core.runtime.Runtime.preprocess_input": [[10, 2, 2, 0, "input_data", "Input data to be preprocessed."]], "kenning.core.runtime.Runtime.read_io_specification": [[10, 2, 2, 0, "io_spec", "Specification of the input/output layers."]], "kenning.core.runtime.Runtime.upload_output": [[10, 2, 2, 0, "input_data", "Not used here."]], "kenning.core.runtime.Runtime.upload_stats": [[10, 2, 2, 0, "input_data", "Not used here."]], "kenning.utils.args_manager": [[10, 0, 1, 0, "ArgumentsHandler", "Bases: ABC"]], "kenning.utils.args_manager.ArgumentsHandler": [[10, 1, 1, 0, "form_argparse", "Creates argparse parser based on arguments_structure of class and its all parent classes."], [10, 1, 1, 0, "form_parameterschema", "Creates parameter schema based on arguments_structure of class and its all parent classes."], [10, 1, 1, 0, "from_argparse", "Constructor wrapper that takes the parameters from argparse args."], [10, 1, 1, 0, "from_json", "Constructor wrapper that takes the parameters from json dict."], [10, 1, 1, 0, "to_json", "Convert object to JSON that contains its type and all parameters."]], "kenning.utils.args_manager.ArgumentsHandler.from_argparse": [[10, 2, 2, 0, "args", "Arguments from ArgumentParser object."]], "kenning.utils.args_manager.ArgumentsHandler.from_json": [[10, 2, 2, 0, "json_dict", "Arguments for the constructor."]], "kenning.utils.resource_manager": [[10, 0, 1, 0, "ResourceManager", "Bases: object"], [10, 0, 1, 0, "ResourceURI", "Bases: Path"]], "kenning.utils.resource_manager.ResourceManager": [[10, 1, 1, 0, "add_custom_url_schemes", "Add user defined URL schemes."], [10, 1, 1, 0, "clear_cache", "Remove all cached files."], [10, 1, 1, 0, "get_resource", "Retrieve file and return path to it."], [10, 1, 1, 0, "list_cached_files", "Return list with cached files."], [10, 1, 1, 0, "set_cache_dir", "Set the cache directory path and creates it if not exists."], [10, 1, 1, 0, "set_max_cache_size", "Set the max cache size."]], "kenning.utils.resource_manager.ResourceManager.add_custom_url_schemes": [[10, 2, 2, 0, "custom_url_schemes", "Dictionary with custom url schemes entries. Each entry consists of schema and corresponding conversion. Conversion can be None, string pattern or callable returning string."]], "kenning.utils.resource_manager.ResourceManager.get_resource": [[10, 2, 2, 0, "output_path", "Path to the output file. If not provided then the path is automatically created."], [10, 2, 2, 0, "uri", "Resource URI."]], "kenning.utils.resource_manager.ResourceManager.set_cache_dir": [[10, 2, 2, 0, "cache_dir_path", "Path to be set as cache directory."]], "kenning.utils.resource_manager.ResourceManager.set_max_cache_size": [[10, 2, 2, 0, "max_cache_size", "Max cache size in bytes."]], "kenning.utils.resource_manager.ResourceURI": [[10, 6, 1, 0, "parent", "Get parent of the URI."], [10, 6, 1, 0, "uri", "Get URI of the resource."], [10, 1, 1, 0, "with_name", "Return new URI with changed name."], [10, 1, 1, 0, "with_stem", "Return new URI with changed stem."], [10, 1, 1, 0, "with_suffix", "Return new URI with changed suffix."]], "kenning.utils.resource_manager.ResourceURI.with_name": [[10, 2, 2, 0, "name", "New name to be used."]], "kenning.utils.resource_manager.ResourceURI.with_stem": [[10, 2, 2, 0, "stem", "New stem to be used."]], "kenning.utils.resource_manager.ResourceURI.with_suffix": [[10, 2, 2, 0, "suffix", "New suffix to be used."]]}, "objtypes": {"0": "py:class", "1": "py:method", "2": "py:parameter", "3": "py:attribute", "4": "py:module", "5": "py:function", "6": "py:property"}, "objnames": {"0": ["py", "class", "Python class"], "1": ["py", "method", "Python method"], "2": ["py", "parameter", "Python parameter"], "3": ["py", "attribute", "Python attribute"], "4": ["py", "module", "Python module"], "5": ["py", "function", "Python function"], "6": ["py", "property", "Python property"]}, "titleterms": {"us": [0, 3, 5, 9, 11, 13, 18, 19], "ken": [0, 2, 3, 7, 9, 10, 11, 12, 13, 14, 15, 16, 18], "via": 0, "command": [0, 15, 19], "line": 0, "argument": [0, 2, 11], "class": [0, 2, 11], "autocomplet": 0, "interfac": 0, "model": [0, 1, 4, 5, 6, 9, 10, 11, 19], "train": [0, 1, 5], "In": 0, "framework": [0, 5, 9], "infer": [0, 5, 19], "perform": [0, 14, 19], "measur": [0, 10, 14], "test": 0, "target": 0, "hardwar": 0, "run": [0, 3, 9, 18], "gener": [0, 19], "report": [0, 10, 19], 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"script": 18, "ad": 18, "sampl": 19, "autogener": 19, "pet": 19, "classif": 19, "build": 19, "local": 19, "cpu": 19, "time": 19, "averag": 19, "memori": 19, "qualiti": 19}, "envversion": {"sphinx.domains.c": 2, "sphinx.domains.changeset": 1, "sphinx.domains.citation": 1, "sphinx.domains.cpp": 8, "sphinx.domains.index": 1, "sphinx.domains.javascript": 2, "sphinx.domains.math": 2, "sphinx.domains.python": 3, "sphinx.domains.rst": 2, "sphinx.domains.std": 2, "sphinx.ext.todo": 2, "sphinx": 57}, "alltitles": {"Using Kenning via command line arguments": [[0, "using-kenning-via-command-line-arguments"]], "Command-line arguments for classes": [[0, "command-line-arguments-for-classes"]], "Autocompletion for command line interface": [[0, "autocompletion-for-command-line-interface"]], "Model training": [[0, "model-training"]], "In-framework inference performance measurements": [[0, "in-framework-inference-performance-measurements"]], "Testing inference on target hardware": [[0, "testing-inference-on-target-hardware"]], "Running inference": [[0, "running-inference"]], "Generating performance reports": [[0, "generating-performance-reports"]], "Displaying information about available classes": [[0, "displaying-information-about-available-classes"], [2, "displaying-information-about-available-classes"]], "Deep Learning deployment stack": [[1, "deep-learning-deployment-stack"]], "From training to deployment": [[1, "from-training-to-deployment"]], "Dataset preparation": [[1, "dataset-preparation"]], "Model preparation and training": [[1, "model-preparation-and-training"]], "Model optimization": [[1, "model-optimization"]], "Model compilation and deployment": [[1, "model-compilation-and-deployment"]], "Kenning list": [[2, "kenning-list"]], "Kenning info": [[2, "kenning-info"]], "Loading a class with arguments": [[2, "loading-a-class-with-arguments"]], "Visualizing Kenning data flows with Pipeline Manager": [[3, "visualizing-kenning-data-flows-with-pipeline-manager"]], "Installing Pipeline Manager": [[3, "installing-pipeline-manager"]], "Running Pipeline Manager with Kenning": [[3, "running-pipeline-manager-with-kenning"]], "Using Pipeline Manager": [[3, "using-pipeline-manager"]], "Structured pruning for PyTorch models": [[4, "structured-pruning-for-pytorch-models"]], "Setup": [[4, "setup"], [6, "setup"]], "Experiments": [[4, "experiments"], [6, "experiments"]], "Results": [[4, "results"]], "Model quantization and compilation using TFLite and TVM": [[5, "model-quantization-and-compilation-using-tflite-and-tvm"]], "Prepare environment": [[5, "prepare-environment"]], "Train the model (optional)": [[5, "train-the-model-optional"]], "Benchmarking a model using a native framework": [[5, "benchmarking-a-model-using-a-native-framework"]], "Optimizing a model using TensorFlow Lite": [[5, "optimizing-a-model-using-tensorflow-lite"]], "Quantizing a model using TensorFlow Lite": [[5, "quantizing-a-model-using-tensorflow-lite"]], "Speeding up inference with Apache TVM": [[5, "speeding-up-inference-with-apache-tvm"]], "Automated model comparison": [[5, "automated-model-comparison"]], "Unstructured Pruning of TensorFlow Models": [[6, "unstructured-pruning-of-tensorflow-models"]], "(Optional) Clustering": [[6, "optional-clustering"]], "Kenning": [[7, "kenning"], [18, "kenning"]], "Introduction": [[8, "introduction"], [18, "introduction"]], "Defining optimization pipelines in Kenning": [[9, "defining-optimization-pipelines-in-kenning"]], "JSON specification": [[9, "json-specification"]], "Model evaluation using its native framework": [[9, "model-evaluation-using-its-native-framework"]], "Optimizing and running a model on a single device": [[9, "optimizing-and-running-a-model-on-a-single-device"]], "Compiling a model and running it remotely": [[9, "compiling-a-model-and-running-it-remotely"]], "Kenning API": [[10, "kenning-api"]], "Deployment API overview": [[10, 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