diff --git a/notebooks/quicklooks/current-weather.ipynb b/notebooks/quicklooks/current-weather.ipynb index 9229b0b3c9..5c1144ee17 100644 --- a/notebooks/quicklooks/current-weather.ipynb +++ b/notebooks/quicklooks/current-weather.ipynb @@ -2,586 +2,88 @@ "cells": [ { "cell_type": "markdown", - "id": "66dfd275-7629-433e-963a-76f0e2da1968", - "metadata": {}, - "source": [ - "# Current Weather Quicklooks" - ] - }, - { - "cell_type": "markdown", - "id": "8d17782d-62a9-47cd-a37f-e4278a721938", - "metadata": {}, - "source": [ - "## Code to Create Plots" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "id": "05d51134-5909-4212-a882-0e667c9690b1", - "metadata": { - "tags": [ - "hide-input" - ] - }, - "outputs": [ - { - "data": { - "application/javascript": [ - "(function(root) {\n", - " function now() {\n", - " return new Date();\n", - " }\n", - "\n", - " var force = true;\n", - " var py_version = '3.2.1'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", - " var is_dev = 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{\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 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- ], - "application/vnd.holoviews_load.v0+json": "\nif ((window.PyViz === undefined) || (window.PyViz instanceof HTMLElement)) {\n window.PyViz = {comms: {}, comm_status:{}, kernels:{}, receivers: {}, plot_index: []}\n}\n\n\n function JupyterCommManager() {\n }\n\n JupyterCommManager.prototype.register_target = function(plot_id, comm_id, msg_handler) {\n if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n comm_manager.register_target(comm_id, function(comm) {\n comm.on_msg(msg_handler);\n });\n } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n window.PyViz.kernels[plot_id].registerCommTarget(comm_id, function(comm) {\n comm.onMsg = msg_handler;\n });\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n google.colab.kernel.comms.registerTarget(comm_id, (comm) => {\n var messages = 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window.PyViz.plot_index[id] = Bokeh.index[id];\n } else {\n window.PyViz.plot_index[id] = null;\n }\n } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n var bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n var script_attrs = bk_div.children[0].attributes;\n for (var i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].childNodes[1].setAttribute(script_attrs[i].name, script_attrs[i].value);\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n}\n\n/**\n * Handle when an output is cleared or removed\n */\nfunction handle_clear_output(event, handle) {\n var id = handle.cell.output_area._hv_plot_id;\n var server_id = handle.cell.output_area._bokeh_server_id;\n if (((id === undefined) || !(id in PyViz.plot_index)) && (server_id !== undefined)) { return; }\n var comm = window.PyViz.comm_manager.get_client_comm(\"hv-extension-comm\", \"hv-extension-comm\", function () {});\n if (server_id !== null) {\n comm.send({event_type: 'server_delete', 'id': server_id});\n return;\n } else if (comm !== null) {\n comm.send({event_type: 'delete', 'id': id});\n }\n delete PyViz.plot_index[id];\n if ((window.Bokeh !== undefined) & (id in window.Bokeh.index)) {\n var doc = window.Bokeh.index[id].model.document\n doc.clear();\n const i = window.Bokeh.documents.indexOf(doc);\n if (i > -1) {\n window.Bokeh.documents.splice(i, 1);\n }\n }\n}\n\n/**\n * Handle kernel restart event\n */\nfunction handle_kernel_cleanup(event, handle) {\n delete PyViz.comms[\"hv-extension-comm\"];\n window.PyViz.plot_index = {}\n}\n\n/**\n * Handle update_display_data messages\n */\nfunction handle_update_output(event, handle) {\n handle_clear_output(event, {cell: {output_area: handle.output_area}})\n handle_add_output(event, handle)\n}\n\nfunction register_renderer(events, OutputArea) {\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n var toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n var props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[0]);\n element.append(toinsert);\n return toinsert\n }\n\n events.on('output_added.OutputArea', handle_add_output);\n events.on('output_updated.OutputArea', handle_update_output);\n events.on('clear_output.CodeCell', handle_clear_output);\n events.on('delete.Cell', handle_clear_output);\n events.on('kernel_ready.Kernel', handle_kernel_cleanup);\n\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n safe: true,\n index: 0\n });\n}\n\nif (window.Jupyter !== undefined) {\n try {\n var events = require('base/js/events');\n var OutputArea = require('notebook/js/outputarea').OutputArea;\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n } catch(err) {\n }\n}\n" - }, - "metadata": {}, - "output_type": "display_data" + "id": "a21fc54e-b4aa-41c5-9e8b-710231bd4eab", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, - { - "data": { - "text/html": [ - "" - ] - }, - "metadata": {}, - "output_type": "display_data" + "tags": [ + "hide-input" + ] + }, + "source": [ + "# Current Weather Quicklooks\n", + "\n", + "## Site Overview\n", + "\n", + "The sites:\n", + "\n", + "- W099 - Northwestern University (NU)\n", + "- W08D - Northeastern Illinois University (NEIU)\n", + "- W08E - Chicago State University (CSU)\n", + "\n", + "![current CROCUS sites](../images/current-sites.png)" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "1b587f17-a985-4ea0-b60e-f712e219f88e", + "metadata": {}, + "outputs": [], + "source": [ + "import sage_data_client\n", + "start = \"-1h\"" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "098f8f20-fd87-4c82-b4c7-09ef2ea7390f", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, + "outputs": [], + "source": [ + "wxt_df = sage_data_client.query(\n", + " start=start,\n", + " filter={\n", + " \"sensor\": \"vaisala-wxt536\",\n", + " \"name\": \"wxt.wind.*\",\n", + " \"vsn\": \"W08D|W099\"\n", + " }\n", + ")" + ] + }, + { + "cell_type": "markdown", + "id": "8d17782d-62a9-47cd-a37f-e4278a721938", + "metadata": {}, + "source": [ + "## Code to Create Plots" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "05d51134-5909-4212-a882-0e667c9690b1", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" }, + "tags": [ + "hide-input" + ] + }, + "outputs": [ { "data": { "application/javascript": [ @@ -593,7 +95,7 @@ " var force = true;\n", " var py_version = '3.2.1'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", " var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n", - " var reloading = true;\n", + " var reloading = false;\n", " var Bokeh = root.Bokeh;\n", " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", "\n", @@ -793,7 +295,7 @@ " document.body.appendChild(element);\n", " }\n", "\n", - " var js_urls = [];\n", + " var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.1.min.js\", \"https://cdn.holoviz.org/panel/1.3.0/dist/panel.min.js\"];\n", " var js_modules = [];\n", " var js_exports = {};\n", " var css_urls = [];\n", @@ -861,7 +363,7 @@ " setTimeout(load_or_wait, 100)\n", "}(window));" ], - "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.1'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = true;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 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require([\"jspanel-tooltip\"], function() {\n\ton_load()\n })\n require([\"jspanel-hint\"], function() {\n\ton_load()\n })\n require([\"jspanel-layout\"], function() {\n\ton_load()\n })\n require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 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element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" + "application/vnd.holoviews_load.v0+json": "(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n var py_version = '3.2.1'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var is_dev = py_version.indexOf(\"+\") !== -1 || py_version.indexOf(\"-\") !== -1;\n var reloading = false;\n var Bokeh = root.Bokeh;\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n\n if (typeof (root._bokeh_timeout) === \"undefined\" || force) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n function run_callbacks() {\n try {\n root._bokeh_onload_callbacks.forEach(function(callback) {\n if (callback != null)\n callback();\n });\n } finally {\n delete root._bokeh_onload_callbacks;\n }\n console.debug(\"Bokeh: all callbacks have finished\");\n }\n\n function load_libs(css_urls, js_urls, js_modules, js_exports, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n if (js_modules == null) js_modules = [];\n if (js_exports == null) js_exports = {};\n\n root._bokeh_onload_callbacks.push(callback);\n\n if (root._bokeh_is_loading > 0) {\n console.debug(\"Bokeh: BokehJS is being loaded, scheduling callback at\", now());\n return null;\n }\n if (js_urls.length === 0 && js_modules.length === 0 && Object.keys(js_exports).length === 0) {\n run_callbacks();\n return null;\n }\n if (!reloading) {\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n }\n\n function on_load() {\n root._bokeh_is_loading--;\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: all BokehJS libraries/stylesheets loaded\");\n run_callbacks()\n }\n }\n window._bokeh_on_load = on_load\n\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n var skip = [];\n if (window.requirejs) {\n window.requirejs.config({'packages': {}, 'paths': {'jspanel': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 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require([\"jspanel-contextmenu\"], function() {\n\ton_load()\n })\n require([\"jspanel-dock\"], function() {\n\ton_load()\n })\n require([\"gridstack\"], function(GridStack) {\n\twindow.GridStack = GridStack\n\ton_load()\n })\n require([\"notyf\"], function() {\n\ton_load()\n })\n root._bokeh_is_loading = css_urls.length + 9;\n } else {\n root._bokeh_is_loading = css_urls.length + js_urls.length + js_modules.length + Object.keys(js_exports).length;\n }\n\n var existing_stylesheets = []\n var links = document.getElementsByTagName('link')\n for (var i = 0; i < links.length; i++) {\n var link = links[i]\n if (link.href != null) {\n\texisting_stylesheets.push(link.href)\n }\n }\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\n if (existing_stylesheets.indexOf(url) !== -1) {\n\ton_load()\n\tcontinue;\n }\n const element = document.createElement(\"link\");\n element.onload = on_load;\n element.onerror = on_error;\n element.rel = \"stylesheet\";\n element.type = \"text/css\";\n element.href = url;\n console.debug(\"Bokeh: injecting link tag for BokehJS stylesheet: \", url);\n document.body.appendChild(element);\n } if (((window['jsPanel'] !== undefined) && (!(window['jsPanel'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.0/dist/bundled/floatpanel/jspanel4@4.12.0/dist/extensions/dock/jspanel.dock.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['GridStack'] !== undefined) && (!(window['GridStack'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.3.0/dist/bundled/gridstack/gridstack@7.2.3/dist/gridstack-all.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } if (((window['Notyf'] !== undefined) && (!(window['Notyf'] instanceof HTMLElement))) || window.requirejs) {\n var urls = ['https://cdn.holoviz.org/panel/1.3.0/dist/bundled/notificationarea/notyf@3/notyf.min.js'];\n for (var i = 0; i < urls.length; i++) {\n skip.push(urls[i])\n }\n } var existing_scripts = []\n var scripts = document.getElementsByTagName('script')\n for (var i = 0; i < scripts.length; i++) {\n var script = scripts[i]\n if (script.src != null) {\n\texisting_scripts.push(script.src)\n }\n 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for (const name in js_exports) {\n var url = js_exports[name];\n if (skip.indexOf(url) >= 0 || root[name] != null) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onerror = on_error;\n element.async = false;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n element.textContent = `\n import ${name} from \"${url}\"\n window.${name} = ${name}\n window._bokeh_on_load()\n `\n document.head.appendChild(element);\n }\n if (!js_urls.length && !js_modules.length) {\n on_load()\n }\n };\n\n function inject_raw_css(css) {\n const element = document.createElement(\"style\");\n element.appendChild(document.createTextNode(css));\n document.body.appendChild(element);\n }\n\n var js_urls = [\"https://cdn.bokeh.org/bokeh/release/bokeh-3.2.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.2.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.2.1.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.2.1.min.js\", \"https://cdn.holoviz.org/panel/1.3.0/dist/panel.min.js\"];\n var js_modules = [];\n var js_exports = {};\n var css_urls = [];\n var inline_js = [ function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\nfunction(Bokeh) {} // ensure no trailing comma for IE\n ];\n\n function run_inline_js() {\n if ((root.Bokeh !== undefined) || (force === true)) {\n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n // Cache old bokeh versions\n if (Bokeh != undefined && !reloading) {\n\tvar NewBokeh = root.Bokeh;\n\tif (Bokeh.versions === undefined) {\n\t Bokeh.versions = new Map();\n\t}\n\tif (NewBokeh.version !== Bokeh.version) {\n\t Bokeh.versions.set(NewBokeh.version, NewBokeh)\n\t}\n\troot.Bokeh = Bokeh;\n }} else if (Date.now() < root._bokeh_timeout) {\n setTimeout(run_inline_js, 100);\n } else if (!root._bokeh_failed_load) {\n console.log(\"Bokeh: BokehJS failed to load within specified timeout.\");\n root._bokeh_failed_load = true;\n }\n root._bokeh_is_initializing = false\n }\n\n function load_or_wait() {\n // Implement a backoff loop that tries to ensure we do not load multiple\n // versions of Bokeh and its dependencies at the same time.\n // In recent versions we use the root._bokeh_is_initializing flag\n // to determine whether there is an ongoing attempt to initialize\n // bokeh, however for backward compatibility we also try to ensure\n // that we do not start loading a newer (Panel>=1.0 and Bokeh>3) version\n // before older versions are fully initialized.\n if (root._bokeh_is_initializing && Date.now() > root._bokeh_timeout) {\n root._bokeh_is_initializing = false;\n root._bokeh_onload_callbacks = undefined;\n console.log(\"Bokeh: BokehJS was loaded multiple times but one version failed to initialize.\");\n load_or_wait();\n } else if (root._bokeh_is_initializing || (typeof root._bokeh_is_initializing === \"undefined\" && root._bokeh_onload_callbacks !== undefined)) {\n setTimeout(load_or_wait, 100);\n } else {\n Bokeh = root.Bokeh;\n bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n if (!reloading && (!bokeh_loaded || is_dev)) {\n\troot.Bokeh = undefined;\n }\n load_libs(css_urls, js_urls, js_modules, js_exports, function() {\n\tconsole.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n\trun_inline_js();\n });\n }\n }\n // Give older versions of the autoload script a head-start to ensure\n // they initialize before we start loading newer version.\n setTimeout(load_or_wait, 100)\n}(window));" }, "metadata": {}, "output_type": "display_data" @@ -1137,6 +639,96 @@ }, "metadata": {}, "output_type": "display_data" + }, + { + "data": { + "text/html": [ + "\n", + "
\n", + "\n", + "\n", + "\n", + " \n", + " \n", + "\n", + "\n", + "\n", + "\n", + "
\n" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ @@ -1210,7 +802,7 @@ " reindexed = df.set_index(['timestamp'])\n", " return xr.merge([generate_data_array(reindexed, variable) for variable in variables])\n", "\n", - "crocus_nodes = \"W08D\"\n", + "crocus_nodes = \"W08D|W099\"\n", "\n", "\n", "# Query and load for n numbder of days\n", @@ -1236,26 +828,29 @@ "\n", "try:\n", "\n", - " # Discover what variables we have and what to load into xarray\n", " wxt_variables = wxt_df.name.unique()\n", " wxt_df['meta.units'] = wxt_df.name.map(units_dict)\n", " wxt_ds = generate_dataset(wxt_df, wxt_variables).squeeze().metpy.parse_cf()\n", " wxt_ds['air_dewpoint_temperature'] = mpcalc.dewpoint_from_relative_humidity(wxt_ds.air_temperature, wxt_ds.relative_humidity)\n", - "\n", + " \n", " # Resample to 1 minute freqency\n", " minute_ds = wxt_ds.resample(time='1T').mean()\n", - "\n", - " plots = []\n", - " temp_plot = wxt_ds.air_temperature.hvplot(color='red',\n", - " label='Air Temperature (degC)')\n", - " dewp_plot = wxt_ds.air_dewpoint_temperature.hvplot(color='green',\n", - " label='Dewpoint Temperature (degC)')\n", - " plots.append((temp_plot * dewp_plot).opts(hooks=[apply_formatter]))\n", " \n", - " meteogram_variables = ['wind_speed', 'wind_direction']\n", - " for variable in meteogram_variables:\n", - " plots.append((wxt_ds[variable].hvplot.line(label='10 Hz Data') * \n", - " minute_ds[variable].hvplot.line(label='1 Minute Data')).opts(hooks=[apply_formatter]))\n", + " \n", + " plots = []\n", + " for node in minute_ds.node.values:\n", + " minute_ds_subset = minute_ds.sel(node=node)\n", + " wxt_ds_subset = wxt_ds.sel(node=node)\n", + " temp_plot = minute_ds_subset.air_temperature.hvplot(color='red',\n", + " label='Air Temperature (degC)')\n", + " dewp_plot = minute_ds_subset.air_dewpoint_temperature.hvplot(color ='green',\n", + " label='Dewpoint Temperature (degC)')\n", + " plots.append((temp_plot * dewp_plot).opts(hooks=[apply_formatter]))\n", + " \n", + " meteogram_variables = ['wind_speed', 'wind_direction']\n", + " for variable in meteogram_variables:\n", + " plots.append((wxt_ds_subset[variable].hvplot.line(label='10 Hz Data') * \n", + " minute_ds[variable].hvplot.line(label='1 Minute Data')).opts(hooks=[apply_formatter]))\n", " \n", " \n", "except:\n", @@ -1263,48 +858,305 @@ " plots = pn.Row('No Data Available')" ] }, + { + "cell_type": "code", + "execution_count": 47, + "id": "7859c6c2-a0c0-45f9-ba3b-60f1211533c6", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": {}, + "metadata": {}, + "output_type": "display_data" + }, + { + "data": { + "application/vnd.holoviews_exec.v0+json": "", + "text/html": [ + "
\n", + "
\n", + "
\n", + "" + ], + "text/plain": [ + ":Layout\n", + " .Overlay.I :Overlay\n", + " .Curve.Air_Temperature_left_parenthesis_degC_right_parenthesis :Curve [time] (air_temperature)\n", + " .Curve.Dewpoint_Temperature_left_parenthesis_degC_right_parenthesis :Curve [time] (air_dewpoint_temperature)\n", + " .DynamicMap.I :DynamicMap [node]\n", + " :Overlay\n", + " .Curve.A_10_Hz_Data :Curve [time] (wind_speed)\n", + " .Curve.A_1_Minute_Data :Curve [time] (wind_speed)\n", + " .DynamicMap.II :DynamicMap [node]\n", + " :Overlay\n", + " .Curve.A_10_Hz_Data :Curve [time] (wind_direction)\n", + " .Curve.A_1_Minute_Data :Curve [time] (wind_direction)\n", + " .Overlay.II :Overlay\n", + " .Curve.Air_Temperature_left_parenthesis_degC_right_parenthesis :Curve [time] (air_temperature)\n", + " .Curve.Dewpoint_Temperature_left_parenthesis_degC_right_parenthesis :Curve [time] (air_dewpoint_temperature)\n", + " .DynamicMap.III :DynamicMap [node]\n", + " :Overlay\n", + " .Curve.A_10_Hz_Data :Curve [time] (wind_speed)\n", + " .Curve.A_1_Minute_Data :Curve [time] (wind_speed)\n", + " .DynamicMap.IV :DynamicMap [node]\n", + " :Overlay\n", + " .Curve.A_10_Hz_Data :Curve [time] (wind_direction)\n", + " .Curve.A_1_Minute_Data :Curve [time] (wind_direction)" + ] + }, + "execution_count": 47, + "metadata": { + "application/vnd.holoviews_exec.v0+json": { + "id": "p2730" + } + }, + "output_type": "execute_result" + } + ], + "source": [ + "hv.Layout(plots).cols(1)" + ] + }, { "cell_type": "markdown", - "id": "78eff558-7b35-4181-b849-88c84b39d0c3", - "metadata": {}, + "id": "1ddea558-dfe7-4f78-a86b-94eb0490c93b", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ - "## Meteogram with Temperature, Dewpoint, and Winds\n", - "This is what we call a meteogram, which is a timeseries of:\n", - "- Temperature and Dewpoint (same plot)\n", - "- Wind speed and direction (different plots)\n", - "\n", - "The data is collected at 10 Hertz (10 observations per second) and averaged to 1 Hertz (1 per second) for the wind plots to illustrate turbulence!" + "## Temperature (degC) (Past 24 Hours)\n", + "Temperature in degrees Celsius for the past 24 hours!" ] }, { "cell_type": "code", "execution_count": 2, - "id": "63936f6d-32a3-468a-84ed-79ab1b0b02e7", + "id": "e84e2d78-2b95-4639-82c3-6e2a4c901667", "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, "tags": [ "hide-input" ] }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Issue with wxt datastream\n" - ] + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 2, + "metadata": {}, + "output_type": "execute_result" } ], "source": [ - "try:\n", - " display(hv.Layout(plots).cols(1))\n", - "except:\n", - " print('Issue with wxt datastream')" + "from IPython.display import IFrame\n", + "IFrame('https://portal.sagecontinuum.org/query-browser?apps=registry.sagecontinuum.org%2Fjrobrien%2Fwaggle-wxt536%3A0.23.5.08&nodes=W099%7CW08D&names=wxt.env.temp&start=-1d', width=800, height=400)" ] }, { "cell_type": "markdown", - "id": "7719ff57-1801-4416-82f5-df61ffded4c4", + "id": "4596db59-6861-4a5a-9513-f9d7fdb43476", + "metadata": {}, + "source": [ + "## Wind Speed (m/s) (Past 24 Hours)\n", + "Wind speed in meters per second for the past 24 hours!" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "09387dfc-2fd3-43f8-a4b9-1e00e9600a79", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import IFrame\n", + "IFrame('https://portal.sagecontinuum.org/query-browser?apps=registry.sagecontinuum.org%2Fjrobrien%2Fwaggle-wxt536%3A0.23.5.08&nodes=W099%7CW08D&start=-1d&names=wxt.wind.speed', width=800, height=400)" + ] + }, + { + "cell_type": "markdown", + "id": "e9e3e6db-5352-472e-823b-40a8a3089f20", "metadata": {}, + "source": [ + "## Wind Direction (degrees) (Past 24 Hours)\n", + "Wind direction in degrees for the past 24 hours!" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "ed92e88e-47ce-4f7c-aded-54c57bf9932d", + "metadata": { + "editable": true, + "scrolled": true, + "slideshow": { + "slide_type": "" + }, + "tags": [ + "hide-input" + ] + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + " \n", + " " + ], + "text/plain": [ + "" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import IFrame\n", + "IFrame('https://portal.sagecontinuum.org/query-browser?apps=registry.sagecontinuum.org%2Fjrobrien%2Fwaggle-wxt536%3A0.23.5.08&nodes=W099%7CW08D&start=-1d&names=wxt.wind.direction', width=800, height=400)" + ] + }, + { + "cell_type": "markdown", + "id": "7719ff57-1801-4416-82f5-df61ffded4c4", + "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, + "tags": [] + }, "source": [ "## Wind Rose Plot\n", "This plot shows the freqency and direction of the winds, separated by the magnitude of the winds. This helps with identifying where the wind was coming from and how strong that wind was." @@ -1312,29 +1164,53 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 52, "id": "3c9fd6a3-6c49-472d-8eff-d6d4b68793a4", "metadata": { + "editable": true, + "slideshow": { + "slide_type": "" + }, "tags": [ "hide-input" ] }, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Issue with wxt datastream\n" - ] + "data": { + "image/png": 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", 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ "if minute_ds is not None:\n", - " WindDisplay = act.plotting.WindRoseDisplay(minute_ds, figsize=(6, 8), subplot_shape=(1,))\n", - " WindDisplay.plot(\n", - " 'wind_direction', 'wind_speed', spd_bins=np.linspace(0, 20, 5), num_dirs=30, tick_interval=2, subplot_index=(0,)\n", - " )\n", - " plt.show()\n", + " for node in minute_ds.node.values:\n", + " minute_ds_subset = minute_ds.sel(node=node)\n", + " \n", + " if node == \"W08D\":\n", + " minute_ds_subset.attrs[\"datastream\"] = \"W08D Northeastern Illinois Univ.\"\n", + " elif node == \"W099\":\n", + " minute_ds_subset.attrs[\"datastream\"] = \"W099 Northwestern Univ.\"\n", + " WindDisplay = act.plotting.WindRoseDisplay(minute_ds_subset, figsize=(6, 8), subplot_shape=(1,))\n", + " WindDisplay.plot(\n", + " 'wind_direction', 'wind_speed', spd_bins=np.linspace(0, 20, 5), num_dirs=30, tick_interval=2, subplot_index=(0,)\n", + " )\n", + " plt.show()\n", "else:\n", " print('Issue with wxt datastream')" ]