From 003671a7e58a0a482efae5e0dc9c4ffb1ec26bfb Mon Sep 17 00:00:00 2001 From: christinab12 Date: Thu, 2 May 2024 18:49:14 +0200 Subject: [PATCH 1/9] update installation and viewer to include napari-sam plugin --- src/client/dcp_client/gui/napari_window.py | 2 + src/client/pyproject.toml | 46 +------------------ src/client/requirements.txt | 2 - src/client/setup.py | 51 ++++++++++++++++++++++ 4 files changed, 54 insertions(+), 47 deletions(-) delete mode 100644 src/client/requirements.txt create mode 100644 src/client/setup.py diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 001720c..1d9c543 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -38,6 +38,8 @@ def __init__(self, app: Application) -> None: # Set the viewer self.viewer = napari.Viewer(show=False) + self.viewer.window.add_plugin_dock_widget("napari-sam") + self.viewer.add_image(img, name=get_path_stem(self.app.cur_selected_img)) for seg_file in self.seg_files: self.viewer.add_labels( diff --git a/src/client/pyproject.toml b/src/client/pyproject.toml index 93af7bd..8fe2f47 100644 --- a/src/client/pyproject.toml +++ b/src/client/pyproject.toml @@ -1,47 +1,3 @@ [build-system] -requires = ["setuptools>=61.0"] +requires = ["setuptools>=42", "wheel"] build-backend = "setuptools.build_meta" - -[tool.setuptools] -packages = ['dcp_client'] - -[tool.setuptools.dynamic] -dependencies = {file = ["requirements.txt"]} - -[project] -name = "data-centric-platform-client" -version = "0.1" -requires-python = ">=3.9" -description = "The client of the data centric platform for microscopy image segmentation" -keywords = [] -classifiers = [ - "Programming Language :: Python :: 3", - "Operating System :: OS Independent", -] -readme = "README.md" -dynamic = ["dependencies"] -authors = [ - {name="Christina Bukas", email="christina.bukas@helmholtz-munich.de"}, - {name="Helena Pelin", email="helena.pelin@helmholtz-munich.de"}, - {name="Mariia Koren", email="mariia.koren@helmholtz-munich.de"}, - {name="Marie Piraud", email="marie.piraud@helmholtz-munich.de"}, -] -maintainers = [ - {name="Christina Bukas", email="christina.bukas@helmholtz-munich.de"}, - {name="Helena Pelin", email="helena.pelin@helmholtz-munich.de"} -] - -[project.optional-dependencies] -dev = [ - "pytest>=7.4.3", - "pytest-qt>=4.2.0", - "sphinx", - "sphinx-rtd-theme" -] - -[project.urls] -repository = "https://github.com/HelmholtzAI-Consultants-Munich/data-centric-platform" -documentation = "https://readthedocs.org/projects/data-centric-platform" - -[project.scripts] -dcp-client = "dcp_client.main:main" diff --git a/src/client/requirements.txt b/src/client/requirements.txt deleted file mode 100644 index bfe018a..0000000 --- a/src/client/requirements.txt +++ /dev/null @@ -1,2 +0,0 @@ -napari[pyqt5]>=0.4.17 -bentoml[grpc]>=1.2.5 \ No newline at end of file diff --git a/src/client/setup.py b/src/client/setup.py new file mode 100644 index 0000000..095936e --- /dev/null +++ b/src/client/setup.py @@ -0,0 +1,51 @@ +from setuptools import setup, find_packages + +setup( + name="data-centric-platform-client", + version="0.1", + description="The client of the data centric platform for microscopy image segmentation", + author=["Christina Bukas", + "Helena Pelin", + "Mariia Koren", + "Marie Piraud"], + author_email= ["christina.bukas@helmholtz-munich.de", + "helena.pelin@helmholtz-munich.de", + "mariia.koren@helmholtz-munich.de", + "marie.piraud@helmholtz-munich.de"], + url="https://github.com/HelmholtzAI-Consultants-Munich/data-centric-platform", + packages=find_packages(), + install_requires=[ + "napari[pyqt5]>=0.4.17", + "segment-anything @ git+https://github.com/facebookresearch/segment-anything.git@main", + "torch", + "torchvision", + "napari-sam @ git+https://github.com/christinab12/napari-sam.git@main", + "bentoml[grpc]>=1.2.5", + ], + extras_require={ + "dev": [ + "pytest>=7.4.3", + "pytest-qt>=4.2.0", + "sphinx", + "sphinx-rtd-theme", + ] + }, + entry_points={ + "console_scripts": [ + "dcp-client=dcp_client.main:main", + ] + }, + python_requires=">=3.9", + keywords=[], + classifiers=[ + "Programming Language :: Python :: 3", + "Operating System :: OS Independent", + ], + long_description=open("README.md").read(), + maintainer=["Christina Bukas", "Helena Pelin"], + maintainer_email=["christina.bukas@helmholtz-munich.de", "helena.pelin@helmholtz-munich.de"], + project_urls={ + "Repository": "https://github.com/HelmholtzAI-Consultants-Munich/data-centric-platform", + "Documentation": "https://readthedocs.org/projects/data-centric-platform", + } +) From 05b9dc9537d44fb2c287e69d65a27463915299ad Mon Sep 17 00:00:00 2001 From: christinab12 Date: Thu, 2 May 2024 18:49:42 +0200 Subject: [PATCH 2/9] update setup with latest steps --- scripts/openstack/02_setup_vm.sh | 65 ++++++++------------------------ 1 file changed, 15 insertions(+), 50 deletions(-) diff --git a/scripts/openstack/02_setup_vm.sh b/scripts/openstack/02_setup_vm.sh index da4217a..21923e9 100644 --- a/scripts/openstack/02_setup_vm.sh +++ b/scripts/openstack/02_setup_vm.sh @@ -1,59 +1,24 @@ # Connect to the machine via ssh -# ssh -v -i ~/.ssh/id_rsa_project1 ubuntu@134.94.88.118 -# ssh -v -i ~/.ssh/id_rsa_project2 ubuntu@134.94.88.74 +# ssh -v -i ~/.ssh/id_rsa rocky@134.94.198.230 # IP should reflect the created floatingIP -# Updates -echo "Updating distro" -sudo apt update && sudo apt upgrade +# Bring VM to latest state and install some dependencies +sudo dnf update -y # cosmetic for getting the latest kernel in +sudo shutdown 1 -r +sudo dnf config-manager --set-enabled crb +sudo dnf -y install epel-release +sudo dnf install -y gcc gcc-c++ make kernel-headers-$(uname -r) kernel-devel-$(uname -r) tar bzip2 automake elfutils-libelf-devel libglvnd libglvnd-devel libglvnd-opengl libglvnd-glx acpid pciutils dkms -# Install NVIDIA drivers -echo "Installing NVIDIA driver" -sudo apt install -y gcc make g++ -sudo apt-get install linux-headers-$(uname -r) -curl -o /tmp/NVIDIA-Driver.latest.run https://hpsrepo.fz-juelich.de/jusuf/nvidia/NVIDIA-Driver.latest -chmod 755 /tmp/NVIDIA-Driver.latest.run -sudo mkdir /etc/nvidia -curl -o /tmp/gridd.conf https://hpsrepo.fz-juelich.de/jusuf/nvidia/gridd.conf -sudo mv /tmp/gridd.conf /etc/nvidia/gridd.conf -sudo /tmp/NVIDIA-Driver.latest.run --ui=none --no-questions --disable-nouveau -# sudo reboot # run if needed +# Install Nvidia driver +sudo dnf config-manager --add-repo http://developer.download.nvidia.com/compute/cuda/repos/rhel9/$(uname -i)/cuda-rhel9.repo +sudo dnf module -y install nvidia-driver:latest-dkms +sudo shutdown 1 -r -# Add the following to ~/.bashrc -#export PATH=/usr/local/cuda-11.8/bin${PATH:+:${PATH}} -#export LD_LIBRARY_PATH=/usr/local/cuda-11.8/lib\ -# ${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}} -# alias labelapp="cd /home/ubuntu/active-learning-platform && python al_framework.py" +# After rebooting the device, check the driver is instlled correctly +nvidia-smi # Install miniconda -echo "Installing Miniconda" -wget -O /tmp/Miniconda3-latest-Linux-x86_64.sh https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh -bash /tmp/Miniconda3-latest-Linux-x86_64.sh - -# Install napari -# conda env remove -n .venv -echo "Installing napari" -conda activate base && pip install napari[all] -sudo apt-get install -y libdbus-1-3 libxkbcommon-x11-0 libxcb-icccm4 \ - libxcb-image0 libxcb-keysyms1 libxcb-randr0 libxcb-render-util0 \ - libxcb-xinerama0 libxcb-xinput0 libxcb-xfixes0 - -# Install xpra -echo "Installing xpra" -DISTRO=focal -sudo apt-get install apt-transport-https software-properties-common -sudo apt install ca-certificates -sudo wget -O "/usr/share/keyrings/xpra-2022.gpg" https://xpra.org/xpra-2022.gpg -sudo wget -O "/usr/share/keyrings/xpra-2018.gpg" https://xpra.org/xpra-2018.gpg -sudo wget -O "/etc/apt/sources.list.d/xpra.list" https://xpra.org/repos/$DISTRO/xpra.list -sudo apt-get update -sudo apt-get -y install xpra xterm - -# Install pytorch and cellpose -conda install pytorch torchvision torchaudio pytorch-cuda=11.6 -c pytorch -c nvidia -pip install pyqtgraph PyQt5 numpy numba scipy natsort cellpose - -# Install github CLI for cloning private repo -conda install -y gh --channel conda-forge +curl -O https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh +bash Miniconda3-latest-Linux-x86_64.sh # Login to github using tokens # gh auth login From 683f1e029880586b55c454e6c584c19637b1673d Mon Sep 17 00:00:00 2001 From: Christina Bukas <31160776+christinab12@users.noreply.github.com> Date: Fri, 3 May 2024 15:22:24 +0200 Subject: [PATCH 3/9] Update dcp_client_installation.rst --- docs/source/dcp_client_installation.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/dcp_client_installation.rst b/docs/source/dcp_client_installation.rst index b4a883b..5d085d9 100644 --- a/docs/source/dcp_client_installation.rst +++ b/docs/source/dcp_client_installation.rst @@ -82,7 +82,7 @@ Set the ``--mode`` argument to ``local`` or ``remote`` depending on which setup 5. **The viewer** ~~~~~~~~~~~~~~~~~~~~ - In DCP, we use [napari](https://napari.org/stable) for viewing our images and masks, adding, editing or removing labels. An example of the viewer can be seen below. After adding or removing any objects and editing existing objects wherever necessary, there are two options available: + In DCP, we use [napari](https://napari.org/stable) for viewing our images and masks, adding, editing or removing labels. The newest version of DCP comes with `napari-sam `_ integration, to enable even faster labelling! Check out the turorial on the napari-hub to find out how to use this tool. An example of the viewer can be seen below. After adding or removing any objects and editing existing objects wherever necessary, there are two options available: - Click the **Move to Curation in progress folder** if you are not 100% certain about the labels you have created. You can also click on the label in the labels layer and change the name. This will result in several label files being created in the *In progress folder*, which can be examined later on. **Note:** When changing the layer name in Napari, the user should rename it such that they add their initials or any other new info after _seg. E.g., if the labels of 1_seg.tiff have been changed in the Napari viewer, then the appropriate naming would for example be: 1_seg_CB.tiff and not 1_CB_seg.tiff. - Click the **Move to Curated dataset folder** if you are certain that the labels you are now viewing are final and require no more curation. These images and labels will later be used for training the machine learning model, so make sure that you select this option only if you are certain about the labels. If several labels are displayed (opened from the 'Curation in progress' step), make sure to **click** on the single label in the labels layer list you wish to be moved to the *Curated data folder*. The other images will then be automatically deleted from this folder. From 71fe7d7d66217ad48eaef8b9bd9ff969bec0d109 Mon Sep 17 00:00:00 2001 From: christinab12 Date: Fri, 3 May 2024 20:21:41 +0200 Subject: [PATCH 4/9] fixed fialing client test due to rel path in server service --- src/server/dcp_server/service.py | 19 ++++++++++--------- 1 file changed, 10 insertions(+), 9 deletions(-) diff --git a/src/server/dcp_server/service.py b/src/server/dcp_server/service.py index d464545..16f7e3b 100644 --- a/src/server/dcp_server/service.py +++ b/src/server/dcp_server/service.py @@ -1,23 +1,24 @@ from __future__ import annotations -import bentoml +import os import typing as t -from dcp_server.serviceclasses import CustomBentoService, CustomRunnable +import bentoml +from dcp_server.serviceclasses import CustomBentoService, CustomRunnable from dcp_server.utils.fsimagestorage import FilesystemImageStorage from dcp_server.utils.helpers import read_config -import sys, inspect models_module = __import__("models") segmentation_module = __import__("segmentationclasses") # Import configuration -service_config = read_config("service", config_path="config.yaml") -model_config = read_config("model", config_path="config.yaml") -data_config = read_config("data", config_path="config.yaml") -train_config = read_config("train", config_path="config.yaml") -eval_config = read_config("eval", config_path="config.yaml") -setup_config = read_config("setup", config_path="config.yaml") +rel_path = os.path.dirname(os.path.realpath(__file__)) +service_config = read_config("service", config_path=os.path.join(rel_path, "config.yaml")) +model_config = read_config("model", config_path=os.path.join(rel_path, "config.yaml")) +data_config = read_config("data", config_path=os.path.join(rel_path, "config.yaml")) +train_config = read_config("train", config_path=os.path.join(rel_path, "config.yaml")) +eval_config = read_config("eval", config_path=os.path.join(rel_path, "config.yaml")) +setup_config = read_config("setup", config_path=os.path.join(rel_path, "config.yaml")) # instantiate the model From e4be0172ddd47d9702190b9ef71b113eebe819e5 Mon Sep 17 00:00:00 2001 From: christinab12 Date: Fri, 3 May 2024 20:30:01 +0200 Subject: [PATCH 5/9] adding matplotlib version in setup, needed for find_contours function of skimage --- src/client/dcp_client/utils/compute4mask.py | 4 ++-- src/client/setup.py | 1 + 2 files changed, 3 insertions(+), 2 deletions(-) diff --git a/src/client/dcp_client/utils/compute4mask.py b/src/client/dcp_client/utils/compute4mask.py index f14bff5..e9e4b3f 100644 --- a/src/client/dcp_client/utils/compute4mask.py +++ b/src/client/dcp_client/utils/compute4mask.py @@ -48,8 +48,8 @@ def get_contours( contour[:, 0], contour[:, 1], contour_mask.shape ) contour_mask[rr, cc] = instance_id - except: - print("Could not create contour for instance id", instance_id) + except Exception as error: + print("Could not create contour for instance id", instance_id, ". Error is :", error) return contour_mask @staticmethod diff --git a/src/client/setup.py b/src/client/setup.py index 095936e..7303233 100644 --- a/src/client/setup.py +++ b/src/client/setup.py @@ -15,6 +15,7 @@ url="https://github.com/HelmholtzAI-Consultants-Munich/data-centric-platform", packages=find_packages(), install_requires=[ + "matplotlib >=3.3", "napari[pyqt5]>=0.4.17", "segment-anything @ git+https://github.com/facebookresearch/segment-anything.git@main", "torch", From 3de2fe0ea06f636fd14f0898466d90c20f7cf224 Mon Sep 17 00:00:00 2001 From: christinab12 Date: Fri, 3 May 2024 20:30:51 +0200 Subject: [PATCH 6/9] increase epochs for server multicellpose integration test --- src/server/test/configs/test_config_MultiCellpose.yaml | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/server/test/configs/test_config_MultiCellpose.yaml b/src/server/test/configs/test_config_MultiCellpose.yaml index 46b913d..6cff570 100644 --- a/src/server/test/configs/test_config_MultiCellpose.yaml +++ b/src/server/test/configs/test_config_MultiCellpose.yaml @@ -31,7 +31,7 @@ "train":{ "segmentor":{ - "n_epochs": 30, + "n_epochs": 50, "channels": [0,0], "min_train_masks": 1, "learning_rate":0.01 From 34a35f9fd79661f198f97b0202c09cef5d4c1e01 Mon Sep 17 00:00:00 2001 From: christinab12 Date: Fri, 3 May 2024 20:42:03 +0200 Subject: [PATCH 7/9] increase napari window size now that sam plugin is active --- src/client/dcp_client/gui/napari_window.py | 3 +++ 1 file changed, 3 insertions(+) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 1d9c543..16e0ef8 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -4,6 +4,7 @@ from qtpy.QtWidgets import QPushButton, QComboBox, QLabel, QGridLayout from qtpy.QtCore import Qt +from qtpy.QtGui import QGuiApplication import napari import numpy as np @@ -30,6 +31,8 @@ def __init__(self, app: Application) -> None: super().__init__() self.app = app self.setWindowTitle("napari viewer") + screen_size = QGuiApplication.primaryScreen().geometry() + self.resize(int(screen_size.width()*0.9), int(screen_size.height()*0.8)) # Load image and get corresponding segmentation filenames img = self.app.load_image() From 56fa4f4e09c3c07625f0186fab0da0132d00b1f5 Mon Sep 17 00:00:00 2001 From: christinab12 Date: Fri, 3 May 2024 21:31:39 +0200 Subject: [PATCH 8/9] addressed #86 --- src/client/dcp_client/gui/napari_window.py | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/src/client/dcp_client/gui/napari_window.py b/src/client/dcp_client/gui/napari_window.py index 16e0ef8..4d5fbe8 100644 --- a/src/client/dcp_client/gui/napari_window.py +++ b/src/client/dcp_client/gui/napari_window.py @@ -162,6 +162,7 @@ def axis_changed(self, event) -> None: """ self.active_mask_index = self.viewer.dims.current_step[0] masks = deepcopy(self.layer.data) + # if user has switched to the instance mask if self.active_mask_index == 0: class_mask_with_contours = Compute4Mask.add_contour(masks[1], masks[0]) @@ -171,6 +172,7 @@ def axis_changed(self, event) -> None: ): self.update_instance_mask(masks[0], masks[1]) self.switch_to_instance_mask() + # else if user has switched to the class mask elif self.active_mask_index == 1: if not check_equal_arrays( @@ -184,6 +186,8 @@ def switch_to_instance_mask(self) -> None: Switch the application to the active mask mode by enabling 'paint_button', 'erase_button' and 'fill_button'. """ + + self.original_class_mask[self.cur_selected_seg] = deepcopy(self.layer.data[1]) self.switch_controls("paint_button", True) self.switch_controls("erase_button", True) self.switch_controls("fill_button", True) @@ -192,6 +196,8 @@ def switch_to_labels_mask(self) -> None: """ Switch the application to non-active mask mode by enabling 'fill_button' and disabling 'paint_button' and 'erase_button'. """ + + self.original_instance_mask[self.cur_selected_seg] = deepcopy(self.layer.data[0]) if self.cur_selected_seg in [layer.name for layer in self.viewer.layers]: self.viewer.layers[self.cur_selected_seg].mode = "pan_zoom" info_message_paint = ( From bfbe850dba63fd123b8f063874469196232bebee Mon Sep 17 00:00:00 2001 From: christinab12 Date: Fri, 3 May 2024 21:36:36 +0200 Subject: [PATCH 9/9] update viewer image --- .../readme_figs/client_napari_viewer.png | Bin 1327269 -> 1580149 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/src/client/readme_figs/client_napari_viewer.png b/src/client/readme_figs/client_napari_viewer.png index 414171f1691e5cdbdb415ac216ecd89ba423cc4a..42fcb5a6eac21159eb2a58f4506e610a688f6cb4 100644 GIT binary patch literal 1580149 zcmbTdcU)6Xw=WE$peP_By+lBoG(qW*h=_=YfOG+ABE9#L1f)ufN>hpf5kY#dLZpTw z1f>^g5kiL$2!XWA?>y(6=e+Oz>)id>Gqd*0tTi)h_LT41v)>p#)nQ`fVWgp(J7@lt`>tAAhPql>Hw^u}U%7fX(a=14lVQ$aVLZU`$?E;v 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