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December 15, 2023 02:54
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| { | |
| "cells": [ | |
| { | |
| "cell_type": "markdown", | |
| "id": "3eec8b8c-2a01-4df9-bac0-51daae72f9a5", | |
| "metadata": {}, | |
| "source": [ | |
| "# 2023 Louisiana Coastal Master Plan - Cloud Native Data Example\n", | |
| "The below examples show how to use cloud optimized data to conduct an analysis for the ADCIRC storm surge model\n", | |
| "\n", | |
| "## Basic Usage - Generating Time Series Plots\n", | |
| "The below example shows how to query data and create a time series of values at a location for two storms. \n", | |
| "\n", | |
| "First we will show the user how to query the data when we know the specific ADCIRC node index that we want. Then, we'll look at the case where we know the specific location of the point we want and use an index to select the nearest point in the model to our query point from the unstructured mesh.\n", | |
| "\n", | |
| "The first step is to import the libraries which we'll be using for this first example." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 1, | |
| "id": "bbc172c0-8a89-452c-9453-5fdae039a2a8", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "(function(root) {\n", | |
| " function now() {\n", | |
| " return new Date();\n", | |
| " }\n", | |
| "\n", | |
| " var force = true;\n", | |
| " var py_version = '3.3.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", | |
| " var reloading = false;\n", | |
| " var Bokeh = root.Bokeh;\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/[email protected]/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", | |
| " require([\"jspanel\"], function(jsPanel) {\n", | |
| "\twindow.jsPanel = jsPanel\n", | |
| "\ton_load()\n", | |
| " })\n", | |
| " require([\"jspanel-modal\"], function() {\n", | |
| "\ton_load()\n", | |
| " })\n", | |
| " 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/1.3.4/dist/bundled/floatpanel/[email protected]/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/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/1.3.4/dist/bundled/gridstack/[email protected]/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/1.3.4/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", | |
| " }\n", | |
| " for (var i = 0; i < js_urls.length; i++) {\n", | |
| " var url = js_urls[i];\n", | |
| " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", | |
| "\tif (!window.requirejs) {\n", | |
| "\t on_load();\n", | |
| "\t}\n", | |
| "\tcontinue;\n", | |
| " }\n", | |
| " var element = document.createElement('script');\n", | |
| " element.onload = on_load;\n", | |
| " element.onerror = on_error;\n", | |
| " element.async = false;\n", | |
| " element.src = url;\n", | |
| " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.head.appendChild(element);\n", | |
| " }\n", | |
| " for (var i = 0; i < js_modules.length; i++) {\n", | |
| " var url = js_modules[i];\n", | |
| " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", | |
| "\tif (!window.requirejs) {\n", | |
| "\t on_load();\n", | |
| "\t}\n", | |
| "\tcontinue;\n", | |
| " }\n", | |
| " var element = document.createElement('script');\n", | |
| " element.onload = on_load;\n", | |
| " element.onerror = on_error;\n", | |
| " element.async = false;\n", | |
| " element.src = url;\n", | |
| " element.type = \"module\";\n", | |
| " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.head.appendChild(element);\n", | |
| " }\n", | |
| " 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-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.2.min.js\", \"https://cdn.holoviz.org/panel/1.3.4/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", | |
| " },\n", | |
| "function(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", | |
| "\ttry {\n", | |
| " inline_js[i].call(root, root.Bokeh);\n", | |
| "\t} catch(e) {\n", | |
| "\t if (!reloading) {\n", | |
| "\t throw e;\n", | |
| "\t }\n", | |
| "\t}\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", | |
| " root._bokeh_is_initializing = true\n", | |
| " root._bokeh_onload_callbacks = []\n", | |
| " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", | |
| " if (!reloading && !bokeh_loaded) {\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 = '3.3.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var reloading = false;\n var Bokeh = root.Bokeh;\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/[email protected]/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n 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/1.3.4/dist/bundled/floatpanel/[email protected]/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/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/1.3.4/dist/bundled/gridstack/[email protected]/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/1.3.4/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 }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n 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-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.2.min.js\", \"https://cdn.holoviz.org/panel/1.3.4/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\ttry {\n inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t if (!reloading) {\n\t throw e;\n\t }\n\t}\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 root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n if (!reloading && !bokeh_loaded) {\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" | |
| }, | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "\n", | |
| "if ((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 = comm.messages[Symbol.asyncIterator]();\n", | |
| " function processIteratorResult(result) {\n", | |
| " var message = result.value;\n", | |
| " console.log(message)\n", | |
| " var content = {data: message.data, comm_id};\n", | |
| " var buffers = []\n", | |
| " for (var buffer of message.buffers || []) {\n", | |
| " buffers.push(new DataView(buffer))\n", | |
| " }\n", | |
| " var metadata = message.metadata || {};\n", | |
| " var msg = {content, buffers, metadata}\n", | |
| " msg_handler(msg);\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " })\n", | |
| " }\n", | |
| " }\n", | |
| "\n", | |
| " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", | |
| " if (comm_id in window.PyViz.comms) {\n", | |
| " return window.PyViz.comms[comm_id];\n", | |
| " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", | |
| " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", | |
| " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", | |
| " if (msg_handler) {\n", | |
| " comm.on_msg(msg_handler);\n", | |
| " }\n", | |
| " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", | |
| " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", | |
| " comm.open();\n", | |
| " if (msg_handler) {\n", | |
| " comm.onMsg = msg_handler;\n", | |
| " }\n", | |
| " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", | |
| " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", | |
| " comm_promise.then((comm) => {\n", | |
| " window.PyViz.comms[comm_id] = comm;\n", | |
| " if (msg_handler) {\n", | |
| " var messages = comm.messages[Symbol.asyncIterator]();\n", | |
| " function processIteratorResult(result) {\n", | |
| " var message = result.value;\n", | |
| " var content = {data: message.data};\n", | |
| " var metadata = message.metadata || {comm_id};\n", | |
| " var msg = {content, metadata}\n", | |
| " msg_handler(msg);\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " }) \n", | |
| " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", | |
| " return comm_promise.then((comm) => {\n", | |
| " comm.send(data, metadata, buffers, disposeOnDone);\n", | |
| " });\n", | |
| " };\n", | |
| " var comm = {\n", | |
| " send: sendClosure\n", | |
| " };\n", | |
| " }\n", | |
| " window.PyViz.comms[comm_id] = comm;\n", | |
| " return comm;\n", | |
| " }\n", | |
| " window.PyViz.comm_manager = new JupyterCommManager();\n", | |
| " \n", | |
| "\n", | |
| "\n", | |
| "var JS_MIME_TYPE = 'application/javascript';\n", | |
| "var HTML_MIME_TYPE = 'text/html';\n", | |
| "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", | |
| "var CLASS_NAME = 'output';\n", | |
| "\n", | |
| "/**\n", | |
| " * Render data to the DOM node\n", | |
| " */\n", | |
| "function render(props, node) {\n", | |
| " var div = document.createElement(\"div\");\n", | |
| " var script = document.createElement(\"script\");\n", | |
| " node.appendChild(div);\n", | |
| " node.appendChild(script);\n", | |
| "}\n", | |
| "\n", | |
| "/**\n", | |
| " * Handle when a new output is added\n", | |
| " */\n", | |
| "function handle_add_output(event, handle) {\n", | |
| " var output_area = handle.output_area;\n", | |
| " var output = handle.output;\n", | |
| " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", | |
| " return\n", | |
| " }\n", | |
| " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", | |
| " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", | |
| " if (id !== undefined) {\n", | |
| " var nchildren = toinsert.length;\n", | |
| " var html_node = toinsert[nchildren-1].children[0];\n", | |
| " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", | |
| " var scripts = [];\n", | |
| " var nodelist = html_node.querySelectorAll(\"script\");\n", | |
| " for (var i in nodelist) {\n", | |
| " if (nodelist.hasOwnProperty(i)) {\n", | |
| " scripts.push(nodelist[i])\n", | |
| " }\n", | |
| " }\n", | |
| "\n", | |
| " scripts.forEach( function (oldScript) {\n", | |
| " var newScript = document.createElement(\"script\");\n", | |
| " var attrs = [];\n", | |
| " var nodemap = oldScript.attributes;\n", | |
| " for (var j in nodemap) {\n", | |
| " if (nodemap.hasOwnProperty(j)) {\n", | |
| " attrs.push(nodemap[j])\n", | |
| " }\n", | |
| " }\n", | |
| " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", | |
| " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", | |
| " oldScript.parentNode.replaceChild(newScript, oldScript);\n", | |
| " });\n", | |
| " if (JS_MIME_TYPE in output.data) {\n", | |
| " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", | |
| " }\n", | |
| " output_area._hv_plot_id = id;\n", | |
| " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", | |
| " 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", | |
| " */\n", | |
| "function 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", | |
| " */\n", | |
| "function 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", | |
| " */\n", | |
| "function handle_update_output(event, handle) {\n", | |
| " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", | |
| " handle_add_output(event, handle)\n", | |
| "}\n", | |
| "\n", | |
| "function 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", | |
| "\n", | |
| "if (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" | |
| ], | |
| "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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else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n comm.open();\n if (msg_handler) {\n comm.onMsg = msg_handler;\n }\n } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n var comm_promise = google.colab.kernel.comms.open(comm_id)\n comm_promise.then((comm) => {\n window.PyViz.comms[comm_id] = comm;\n if (msg_handler) {\n var messages = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n var content = {data: message.data};\n var metadata = message.metadata || {comm_id};\n var msg = {content, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n }\n }) \n var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n return comm_promise.then((comm) => {\n comm.send(data, metadata, buffers, disposeOnDone);\n });\n 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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" | |
| }, | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<style>*[data-root-id],\n", | |
| "*[data-root-id] > * {\n", | |
| " box-sizing: border-box;\n", | |
| " font-family: var(--jp-ui-font-family);\n", | |
| " font-size: var(--jp-ui-font-size1);\n", | |
| " color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n", | |
| "}\n", | |
| "\n", | |
| "/* Override VSCode background color */\n", | |
| ".cell-output-ipywidget-background:has(\n", | |
| " > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n", | |
| " ),\n", | |
| ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n", | |
| " background-color: transparent !important;\n", | |
| "}\n", | |
| "</style>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
| "application/vnd.holoviews_exec.v0+json": "", | |
| "text/html": [ | |
| "<div id='p1002'>\n", | |
| " <div id=\"b94fdfb3-feac-4d80-baca-e7e80ba95d48\" data-root-id=\"p1002\" style=\"display: contents;\"></div>\n", | |
| "</div>\n", | |
| "<script type=\"application/javascript\">(function(root) {\n", | |
| " var docs_json = {\"f98af0f0-1ec1-45e7-ab42-c5c8c205fa29\":{\"version\":\"3.3.2\",\"title\":\"Bokeh Application\",\"roots\":[{\"type\":\"object\",\"name\":\"panel.models.browser.BrowserInfo\",\"id\":\"p1002\"},{\"type\":\"object\",\"name\":\"panel.models.comm_manager.CommManager\",\"id\":\"p1003\",\"attributes\":{\"plot_id\":\"p1002\",\"comm_id\":\"c22801d8581040dab2b92d65d4adf119\",\"client_comm_id\":\"435a48ad37ee4406b864230f85364aa2\"}}],\"defs\":[{\"type\":\"model\",\"name\":\"ReactiveHTML1\"},{\"type\":\"model\",\"name\":\"FlexBox1\",\"properties\":[{\"name\":\"align_content\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"align_items\",\"kind\":\"Any\",\"default\":\"flex-start\"},{\"name\":\"flex_direction\",\"kind\":\"Any\",\"default\":\"row\"},{\"name\":\"flex_wrap\",\"kind\":\"Any\",\"default\":\"wrap\"},{\"name\":\"justify_content\",\"kind\":\"Any\",\"default\":\"flex-start\"}]},{\"type\":\"model\",\"name\":\"FloatPanel1\",\"properties\":[{\"name\":\"config\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"contained\",\"kind\":\"Any\",\"default\":true},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"right-top\"},{\"name\":\"offsetx\",\"kind\":\"Any\",\"default\":null},{\"name\":\"offsety\",\"kind\":\"Any\",\"default\":null},{\"name\":\"theme\",\"kind\":\"Any\",\"default\":\"primary\"},{\"name\":\"status\",\"kind\":\"Any\",\"default\":\"normalized\"}]},{\"type\":\"model\",\"name\":\"GridStack1\",\"properties\":[{\"name\":\"mode\",\"kind\":\"Any\",\"default\":\"warn\"},{\"name\":\"ncols\",\"kind\":\"Any\",\"default\":null},{\"name\":\"nrows\",\"kind\":\"Any\",\"default\":null},{\"name\":\"allow_resize\",\"kind\":\"Any\",\"default\":true},{\"name\":\"allow_drag\",\"kind\":\"Any\",\"default\":true},{\"name\":\"state\",\"kind\":\"Any\",\"default\":[]}]},{\"type\":\"model\",\"name\":\"drag1\",\"properties\":[{\"name\":\"slider_width\",\"kind\":\"Any\",\"default\":5},{\"name\":\"slider_color\",\"kind\":\"Any\",\"default\":\"black\"},{\"name\":\"value\",\"kind\":\"Any\",\"default\":50}]},{\"type\":\"model\",\"name\":\"click1\",\"properties\":[{\"name\":\"terminal_output\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"debug_name\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"clears\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"toggle_value1\",\"properties\":[{\"name\":\"active_icons\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"options\",\"kind\":\"Any\",\"default\":{\"type\":\"map\",\"entries\":[[\"favorite\",\"heart\"]]}},{\"name\":\"value\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"_reactions\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"_base_url\",\"kind\":\"Any\",\"default\":\"https://tabler-icons.io/static/tabler-icons/icons/\"}]},{\"type\":\"model\",\"name\":\"copy_to_clipboard1\",\"properties\":[{\"name\":\"value\",\"kind\":\"Any\",\"default\":null},{\"name\":\"fill\",\"kind\":\"Any\",\"default\":\"none\"}]},{\"type\":\"model\",\"name\":\"FastWrapper1\",\"properties\":[{\"name\":\"object\",\"kind\":\"Any\",\"default\":null},{\"name\":\"style\",\"kind\":\"Any\",\"default\":null}]},{\"type\":\"model\",\"name\":\"NotificationAreaBase1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"NotificationArea1\",\"properties\":[{\"name\":\"js_events\",\"kind\":\"Any\",\"default\":{\"type\":\"map\"}},{\"name\":\"notifications\",\"kind\":\"Any\",\"default\":[]},{\"name\":\"position\",\"kind\":\"Any\",\"default\":\"bottom-right\"},{\"name\":\"_clear\",\"kind\":\"Any\",\"default\":0},{\"name\":\"types\",\"kind\":\"Any\",\"default\":[{\"type\":\"map\",\"entries\":[[\"type\",\"warning\"],[\"background\",\"#ffc107\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-exclamation-triangle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]},{\"type\":\"map\",\"entries\":[[\"type\",\"info\"],[\"background\",\"#007bff\"],[\"icon\",{\"type\":\"map\",\"entries\":[[\"className\",\"fas fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]}]}};\n", | |
| " var render_items = [{\"docid\":\"f98af0f0-1ec1-45e7-ab42-c5c8c205fa29\",\"roots\":{\"p1002\":\"b94fdfb3-feac-4d80-baca-e7e80ba95d48\"},\"root_ids\":[\"p1002\"]}];\n", | |
| " var docs = Object.values(docs_json)\n", | |
| " if (!docs) {\n", | |
| " return\n", | |
| " }\n", | |
| " const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n", | |
| " function embed_document(root) {\n", | |
| " var Bokeh = get_bokeh(root)\n", | |
| " Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", | |
| " for (const render_item of render_items) {\n", | |
| " for (const root_id of render_item.root_ids) {\n", | |
| "\tconst id_el = document.getElementById(root_id)\n", | |
| "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n", | |
| "\t const root_el = id_el.children[0]\n", | |
| "\t root_el.id = root_el.id + '-rendered'\n", | |
| "\t}\n", | |
| " }\n", | |
| " }\n", | |
| " }\n", | |
| " function get_bokeh(root) {\n", | |
| " if (root.Bokeh === undefined) {\n", | |
| " return null\n", | |
| " } else if (root.Bokeh.version !== py_version) {\n", | |
| " if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n", | |
| "\treturn null\n", | |
| " }\n", | |
| " return root.Bokeh.versions.get(py_version);\n", | |
| " } else if (root.Bokeh.version === py_version) {\n", | |
| " return root.Bokeh\n", | |
| " }\n", | |
| " return null\n", | |
| " }\n", | |
| " function is_loaded(root) {\n", | |
| " var Bokeh = get_bokeh(root)\n", | |
| " return (Bokeh != null && Bokeh.Panel !== undefined)\n", | |
| " }\n", | |
| " if (is_loaded(root)) {\n", | |
| " embed_document(root);\n", | |
| " } else {\n", | |
| " var attempts = 0;\n", | |
| " var timer = setInterval(function(root) {\n", | |
| " if (is_loaded(root)) {\n", | |
| " clearInterval(timer);\n", | |
| " embed_document(root);\n", | |
| " } else if (document.readyState == \"complete\") {\n", | |
| " attempts++;\n", | |
| " if (attempts > 200) {\n", | |
| " clearInterval(timer);\n", | |
| "\t var Bokeh = get_bokeh(root)\n", | |
| "\t if (Bokeh == null || Bokeh.Panel == null) {\n", | |
| " console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n", | |
| "\t } else {\n", | |
| "\t console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n", | |
| "\t embed_document(root)\n", | |
| "\t }\n", | |
| " }\n", | |
| " }\n", | |
| " }, 25, root)\n", | |
| " }\n", | |
| "})(window);</script>" | |
| ] | |
| }, | |
| "metadata": { | |
| "application/vnd.holoviews_exec.v0+json": { | |
| "id": "p1002" | |
| } | |
| }, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "(function(root) {\n", | |
| " function now() {\n", | |
| " return new Date();\n", | |
| " }\n", | |
| "\n", | |
| " var force = true;\n", | |
| " var py_version = '3.3.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", | |
| " var reloading = true;\n", | |
| " var Bokeh = root.Bokeh;\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/[email protected]/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", | |
| " require([\"jspanel\"], function(jsPanel) {\n", | |
| "\twindow.jsPanel = jsPanel\n", | |
| "\ton_load()\n", | |
| " })\n", | |
| " require([\"jspanel-modal\"], function() {\n", | |
| "\ton_load()\n", | |
| " })\n", | |
| " 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/1.3.4/dist/bundled/floatpanel/[email protected]/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/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/1.3.4/dist/bundled/gridstack/[email protected]/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/1.3.4/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", | |
| " }\n", | |
| " for (var i = 0; i < js_urls.length; i++) {\n", | |
| " var url = js_urls[i];\n", | |
| " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", | |
| "\tif (!window.requirejs) {\n", | |
| "\t on_load();\n", | |
| "\t}\n", | |
| "\tcontinue;\n", | |
| " }\n", | |
| " var element = document.createElement('script');\n", | |
| " element.onload = on_load;\n", | |
| " element.onerror = on_error;\n", | |
| " element.async = false;\n", | |
| " element.src = url;\n", | |
| " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.head.appendChild(element);\n", | |
| " }\n", | |
| " for (var i = 0; i < js_modules.length; i++) {\n", | |
| " var url = js_modules[i];\n", | |
| " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", | |
| "\tif (!window.requirejs) {\n", | |
| "\t on_load();\n", | |
| "\t}\n", | |
| "\tcontinue;\n", | |
| " }\n", | |
| " var element = document.createElement('script');\n", | |
| " element.onload = on_load;\n", | |
| " element.onerror = on_error;\n", | |
| " element.async = false;\n", | |
| " element.src = url;\n", | |
| " element.type = \"module\";\n", | |
| " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.head.appendChild(element);\n", | |
| " }\n", | |
| " 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 = [];\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", | |
| " },\n", | |
| "function(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", | |
| "\ttry {\n", | |
| " inline_js[i].call(root, root.Bokeh);\n", | |
| "\t} catch(e) {\n", | |
| "\t if (!reloading) {\n", | |
| "\t throw e;\n", | |
| "\t }\n", | |
| "\t}\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", | |
| " root._bokeh_is_initializing = true\n", | |
| " root._bokeh_onload_callbacks = []\n", | |
| " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", | |
| " if (!reloading && !bokeh_loaded) {\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 = '3.3.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var reloading = true;\n var Bokeh = root.Bokeh;\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/[email protected]/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n 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/1.3.4/dist/bundled/floatpanel/[email protected]/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/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/1.3.4/dist/bundled/gridstack/[email protected]/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/1.3.4/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 }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n 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 = [];\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\ttry {\n inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t if (!reloading) {\n\t throw e;\n\t }\n\t}\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 root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n if (!reloading && !bokeh_loaded) {\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" | |
| }, | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "\n", | |
| "if ((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 = comm.messages[Symbol.asyncIterator]();\n", | |
| " function processIteratorResult(result) {\n", | |
| " var message = result.value;\n", | |
| " console.log(message)\n", | |
| " var content = {data: message.data, comm_id};\n", | |
| " var buffers = []\n", | |
| " for (var buffer of message.buffers || []) {\n", | |
| " buffers.push(new DataView(buffer))\n", | |
| " }\n", | |
| " var metadata = message.metadata || {};\n", | |
| " var msg = {content, buffers, metadata}\n", | |
| " msg_handler(msg);\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " })\n", | |
| " }\n", | |
| " }\n", | |
| "\n", | |
| " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", | |
| " if (comm_id in window.PyViz.comms) {\n", | |
| " return window.PyViz.comms[comm_id];\n", | |
| " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", | |
| " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", | |
| " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", | |
| " if (msg_handler) {\n", | |
| " comm.on_msg(msg_handler);\n", | |
| " }\n", | |
| " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", | |
| " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", | |
| " comm.open();\n", | |
| " if (msg_handler) {\n", | |
| " comm.onMsg = msg_handler;\n", | |
| " }\n", | |
| " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", | |
| " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", | |
| " comm_promise.then((comm) => {\n", | |
| " window.PyViz.comms[comm_id] = comm;\n", | |
| " if (msg_handler) {\n", | |
| " var messages = comm.messages[Symbol.asyncIterator]();\n", | |
| " function processIteratorResult(result) {\n", | |
| " var message = result.value;\n", | |
| " var content = {data: message.data};\n", | |
| " var metadata = message.metadata || {comm_id};\n", | |
| " var msg = {content, metadata}\n", | |
| " msg_handler(msg);\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " }) \n", | |
| " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", | |
| " return comm_promise.then((comm) => {\n", | |
| " comm.send(data, metadata, buffers, disposeOnDone);\n", | |
| " });\n", | |
| " };\n", | |
| " var comm = {\n", | |
| " send: sendClosure\n", | |
| " };\n", | |
| " }\n", | |
| " window.PyViz.comms[comm_id] = comm;\n", | |
| " return comm;\n", | |
| " }\n", | |
| " window.PyViz.comm_manager = new JupyterCommManager();\n", | |
| " \n", | |
| "\n", | |
| "\n", | |
| "var JS_MIME_TYPE = 'application/javascript';\n", | |
| "var HTML_MIME_TYPE = 'text/html';\n", | |
| "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", | |
| "var CLASS_NAME = 'output';\n", | |
| "\n", | |
| "/**\n", | |
| " * Render data to the DOM node\n", | |
| " */\n", | |
| "function render(props, node) {\n", | |
| " var div = document.createElement(\"div\");\n", | |
| " var script = document.createElement(\"script\");\n", | |
| " node.appendChild(div);\n", | |
| " node.appendChild(script);\n", | |
| "}\n", | |
| "\n", | |
| "/**\n", | |
| " * Handle when a new output is added\n", | |
| " */\n", | |
| "function handle_add_output(event, handle) {\n", | |
| " var output_area = handle.output_area;\n", | |
| " var output = handle.output;\n", | |
| " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", | |
| " return\n", | |
| " }\n", | |
| " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", | |
| " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", | |
| " if (id !== undefined) {\n", | |
| " var nchildren = toinsert.length;\n", | |
| " var html_node = toinsert[nchildren-1].children[0];\n", | |
| " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", | |
| " var scripts = [];\n", | |
| " var nodelist = html_node.querySelectorAll(\"script\");\n", | |
| " for (var i in nodelist) {\n", | |
| " if (nodelist.hasOwnProperty(i)) {\n", | |
| " scripts.push(nodelist[i])\n", | |
| " }\n", | |
| " }\n", | |
| "\n", | |
| " scripts.forEach( function (oldScript) {\n", | |
| " var newScript = document.createElement(\"script\");\n", | |
| " var attrs = [];\n", | |
| " var nodemap = oldScript.attributes;\n", | |
| " for (var j in nodemap) {\n", | |
| " if (nodemap.hasOwnProperty(j)) {\n", | |
| " attrs.push(nodemap[j])\n", | |
| " }\n", | |
| " }\n", | |
| " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", | |
| " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", | |
| " oldScript.parentNode.replaceChild(newScript, oldScript);\n", | |
| " });\n", | |
| " if (JS_MIME_TYPE in output.data) {\n", | |
| " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", | |
| " }\n", | |
| " output_area._hv_plot_id = id;\n", | |
| " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", | |
| " 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", | |
| " */\n", | |
| "function 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", | |
| " */\n", | |
| "function 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", | |
| " */\n", | |
| "function handle_update_output(event, handle) {\n", | |
| " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", | |
| " handle_add_output(event, handle)\n", | |
| "}\n", | |
| "\n", | |
| "function 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", | |
| "\n", | |
| "if (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" | |
| ], | |
| "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 = comm.messages[Symbol.asyncIterator]();\n function processIteratorResult(result) {\n var message = result.value;\n console.log(message)\n var content = {data: message.data, comm_id};\n var buffers = []\n for (var buffer of message.buffers || []) {\n buffers.push(new DataView(buffer))\n }\n var metadata = message.metadata || {};\n var msg = {content, buffers, metadata}\n msg_handler(msg);\n return messages.next().then(processIteratorResult);\n }\n return messages.next().then(processIteratorResult);\n })\n }\n }\n\n JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n if (comm_id in window.PyViz.comms) {\n return window.PyViz.comms[comm_id];\n } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n if (msg_handler) {\n comm.on_msg(msg_handler);\n }\n } 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};\n var comm = {\n send: sendClosure\n };\n }\n window.PyViz.comms[comm_id] = comm;\n return comm;\n }\n window.PyViz.comm_manager = new JupyterCommManager();\n \n\n\nvar JS_MIME_TYPE = 'application/javascript';\nvar HTML_MIME_TYPE = 'text/html';\nvar EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\nvar CLASS_NAME = 'output';\n\n/**\n * Render data to the DOM node\n */\nfunction render(props, node) {\n var div = document.createElement(\"div\");\n var script = document.createElement(\"script\");\n node.appendChild(div);\n node.appendChild(script);\n}\n\n/**\n * Handle when a new output is added\n */\nfunction handle_add_output(event, handle) {\n var output_area = handle.output_area;\n var output = handle.output;\n if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n return\n }\n var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n if (id !== undefined) {\n var nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n 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" | |
| }, | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<style>*[data-root-id],\n", | |
| "*[data-root-id] > * {\n", | |
| " box-sizing: border-box;\n", | |
| " font-family: var(--jp-ui-font-family);\n", | |
| " font-size: var(--jp-ui-font-size1);\n", | |
| " color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n", | |
| "}\n", | |
| "\n", | |
| "/* Override VSCode background color */\n", | |
| ".cell-output-ipywidget-background:has(\n", | |
| " > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n", | |
| " ),\n", | |
| ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n", | |
| " background-color: transparent !important;\n", | |
| "}\n", | |
| "</style>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| } | |
| ], | |
| "source": [ | |
| "from fsspec.implementations.reference import ReferenceFileSystem\n", | |
| "import numpy as np\n", | |
| "import holoviews as hv\n", | |
| "import hvplot\n", | |
| "import xarray as xr\n", | |
| "import hvplot.xarray\n", | |
| "import time\n", | |
| "import xoak\n", | |
| "import dask\n", | |
| "\n", | |
| "hv.extension(\"bokeh\")\n", | |
| "\n", | |
| "# Additional packages required to run:\n", | |
| "# s3fs, fastparquet" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "747bf91d-297e-4b4c-b649-a554a895c713", | |
| "metadata": {}, | |
| "source": [ | |
| "Next, we need to point our system at the cloud optimized data using a `ReferenceFileSystem` object. The reference file system allows our data to be selectively queried from the cloud object storage." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 2, | |
| "id": "11ac8065-6368-4038-8b5e-6d01b79d7a2d", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 143 ms, sys: 38.5 ms, total: 182 ms\n", | |
| "Wall time: 868 ms\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "filesystem = ReferenceFileSystem(\"s3://floodid-louisiana-model-data/example_zarr/full_runs/node_slice/adcirc.parq\", \n", | |
| " lazy=True, target_protocol=\"s3\", remote_protocol=\"s3\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "dadaa9d7-5a23-44e8-86bd-63e766c050ab", | |
| "metadata": {}, | |
| "source": [ | |
| "Now that we have our filesystem, we can open the cloud optimized dataset. Note the timing in the next cell. The dataset can be accessed extremely quickly due to the structure of our object store. " | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 3, | |
| "id": "f51ba847-a262-4d5c-a50b-31f658a91411", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 158 ms, sys: 43.8 ms, total: 202 ms\n", | |
| "Wall time: 376 ms\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "dataset = xr.open_dataset(filesystem.get_mapper(), engine=\"zarr\", consolidated=False, chunks={})" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "c60ff321-ace7-4f50-894d-66a81a2e931f", | |
| "metadata": {}, | |
| "source": [ | |
| "Now that our reference set is loaded, we can take a look at what it contains" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 4, | |
| "id": "6de2e5ac-f044-458c-87c7-b3550284b4f7", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n", | |
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| "</style><pre class='xr-text-repr-fallback'><xarray.Dataset>\n", | |
| "Dimensions: (\n", | |
| " storm: 3,\n", | |
| " time: 500,\n", | |
| " node: 1441537,\n", | |
| " nele: 2807213,\n", | |
| " nvertex: 3)\n", | |
| "Coordinates:\n", | |
| " latitude (node) float64 dask.array<chunksize=(1441537,), meta=np.ndarray>\n", | |
| " longitude (node) float64 dask.array<chunksize=(1441537,), meta=np.ndarray>\n", | |
| " * storm (storm) int64 ...\n", | |
| " * time (time) datetime64[ns] ...\n", | |
| "Dimensions without coordinates: node, nele, nvertex\n", | |
| "Data variables: (12/27)\n", | |
| " air_pressure_at_sea_level (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " depth_below_geoid (storm, node) float64 dask.array<chunksize=(1, 65536), meta=np.ndarray>\n", | |
| " eastward_water_velocity (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " eastward_wind (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " element (nele, nvertex) int32 dask.array<chunksize=(2807213, 3), meta=np.ndarray>\n", | |
| " maximum_radiation_stress (storm, node) float64 dask.array<chunksize=(1, 65536), meta=np.ndarray>\n", | |
| " ... ...\n", | |
| " sea_surface_wave_mean_period_from_variance_spectral_density_first_frequency_moment (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_mean_period_from_variance_spectral_density_inverse_frequency_moment (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_period_at_variance_spectral_density_maximum (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_significant_height (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_to_direction (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray></pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-2a4f45c2-42d3-4527-ba11-429085d24179' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2a4f45c2-42d3-4527-ba11-429085d24179' class='xr-section-summary' title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>storm</span>: 3</li><li><span class='xr-has-index'>time</span>: 500</li><li><span>node</span>: 1441537</li><li><span>nele</span>: 2807213</li><li><span>nvertex</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-1c4e110b-66a0-4115-9a11-befbdf9b6d69' class='xr-section-summary-in' type='checkbox' checked><label for='section-1c4e110b-66a0-4115-9a11-befbdf9b6d69' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>latitude</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1441537,), meta=np.ndarray></div><input id='attrs-fc717dde-a0eb-496b-982e-5284dcfdf131' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-fc717dde-a0eb-496b-982e-5284dcfdf131' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cec749c0-db56-4a21-8ee0-457cec20adb1' class='xr-var-data-in' type='checkbox'><label for='data-cec749c0-db56-4a21-8ee0-457cec20adb1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>positive :</span></dt><dd>north</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 11.00 MiB </td>\n", | |
| " <td> 11.00 MiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (1441537,) </td>\n", | |
| " <td> (1441537,) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
| " <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n", | |
| "\n", | |
| " <!-- Horizontal lines -->\n", | |
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| "</svg>\n", | |
| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1441537,), meta=np.ndarray></div><input id='attrs-e7396334-f39c-4e89-a6b9-20bb5de652dd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e7396334-f39c-4e89-a6b9-20bb5de652dd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-803026e0-4dd0-49da-84f2-b4c73eae534d' class='xr-var-data-in' type='checkbox'><label for='data-803026e0-4dd0-49da-84f2-b4c73eae534d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>positive :</span></dt><dd>east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 11.00 MiB </td>\n", | |
| " <td> 11.00 MiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (1441537,) </td>\n", | |
| " <td> (1441537,) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
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| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>storm</span></div><div class='xr-var-dims'>(storm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>9 14 93</div><input id='attrs-5bf02ed9-a7cd-4f72-b8d9-0b5b4a9c0d3a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5bf02ed9-a7cd-4f72-b8d9-0b5b4a9c0d3a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da2f9cc2-e78f-4e8b-a846-e8ef10f4b0d9' class='xr-var-data-in' type='checkbox'><label for='data-da2f9cc2-e78f-4e8b-a846-e8ef10f4b0d9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 9, 14, 93])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2050-01-06T00:20:00 ... 2050-01-...</div><input id='attrs-75b7c5fb-5a26-422b-8d99-eeb266457105' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-75b7c5fb-5a26-422b-8d99-eeb266457105' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d69c3389-bb9b-49d9-8667-663c9252be44' class='xr-var-data-in' type='checkbox'><label for='data-d69c3389-bb9b-49d9-8667-663c9252be44' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(['2050-01-06T00:20:00.000000000', '2050-01-06T00:40:00.000000000',\n", | |
| " '2050-01-06T01:00:00.000000000', ..., '2050-01-12T22:00:00.000000000',\n", | |
| " '2050-01-12T22:20:00.000000000', '2050-01-12T22:40:00.000000000'],\n", | |
| " dtype='datetime64[ns]')</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-13df5fe7-baff-4356-9ba2-f531ef68100c' class='xr-section-summary-in' type='checkbox' ><label for='section-13df5fe7-baff-4356-9ba2-f531ef68100c' class='xr-section-summary' >Data variables: <span>(27)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>air_pressure_at_sea_level</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-cc672c07-4a2b-4a82-a18c-8354efa24dfe' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cc672c07-4a2b-4a82-a18c-8354efa24dfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9aebe17e-a86d-4be9-a564-7c1a2e551f64' class='xr-var-data-in' type='checkbox'><label for='data-9aebe17e-a86d-4be9-a564-7c1a2e551f64' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>air pressure at sea level</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>air_pressure_at_sea_level</dd><dt><span>units :</span></dt><dd>meters of water</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>depth_below_geoid</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-a3e8e4a6-89d1-41ec-b1b2-eac854d1243b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a3e8e4a6-89d1-41ec-b1b2-eac854d1243b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22f2c756-a98d-4df7-ab8f-1fd543f6241a' class='xr-var-data-in' type='checkbox'><label for='data-22f2c756-a98d-4df7-ab8f-1fd543f6241a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>distance below geoid</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>depth below geoid</dd><dt><span>units :</span></dt><dd>m</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>eastward_water_velocity</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-e377d201-c140-48cc-ba22-c1c0ee133c72' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-e377d201-c140-48cc-ba22-c1c0ee133c72' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ab7ef5b-a46d-400e-b287-b531b6646d48' class='xr-var-data-in' type='checkbox'><label for='data-6ab7ef5b-a46d-400e-b287-b531b6646d48' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>dry_Value :</span></dt><dd>-99999.0</dd><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>water column vertically averaged east/west velocity</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>positive :</span></dt><dd>east</dd><dt><span>standard_name :</span></dt><dd>eastward_water_velocity</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <td>\n", | |
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| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>eastward_wind</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-a43fb14c-57cc-4d8b-985c-a43a3adfc591' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a43fb14c-57cc-4d8b-985c-a43a3adfc591' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c10324d6-5e27-4715-b020-06228f10eeae' class='xr-var-data-in' type='checkbox'><label for='data-c10324d6-5e27-4715-b020-06228f10eeae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>e/w wind velocity</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>positive :</span></dt><dd>east</dd><dt><span>standard_name :</span></dt><dd>eastward_wind</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <td>\n", | |
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| " <tr>\n", | |
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| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>element</span></div><div class='xr-var-dims'>(nele, nvertex)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(2807213, 3), meta=np.ndarray></div><input id='attrs-2ae667c1-0fce-4327-97eb-6d2a66631e89' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2ae667c1-0fce-4327-97eb-6d2a66631e89' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cbe6ca0f-e229-4c5a-a2a2-916fdcfc5055' class='xr-var-data-in' type='checkbox'><label for='data-cbe6ca0f-e229-4c5a-a2a2-916fdcfc5055' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>cf_role :</span></dt><dd>face_node_connectivity</dd><dt><span>long_name :</span></dt><dd>element</dd><dt><span>start_index :</span></dt><dd>1</dd><dt><span>units :</span></dt><dd>nondimensional</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <tbody>\n", | |
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| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.13 MiB </td>\n", | |
| " <td> 32.13 MiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (2807213, 3) </td>\n", | |
| " <td> (2807213, 3) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> int32 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
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| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_radiation_stress</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-2f12cbf8-c8c0-47fd-a8c8-aff702b42489' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2f12cbf8-c8c0-47fd-a8c8-aff702b42489' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1ccf021f-c848-4867-999a-bd96e417552c' class='xr-var-data-in' type='checkbox'><label for='data-1ccf021f-c848-4867-999a-bd96e417552c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum radiation stress gradient</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_radiation_stress</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
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| "</svg>\n", | |
| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_sea_surface_height_above_geoid</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-6d9301b4-9797-42a1-a558-62c5c0d1e303' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6d9301b4-9797-42a1-a558-62c5c0d1e303' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4cf17e0-3db8-4bed-863a-8a991f701914' class='xr-var-data-in' type='checkbox'><label for='data-f4cf17e0-3db8-4bed-863a-8a991f701914' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum water surface elevationabove geoid</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_sea_surface_height_above_geoid</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
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| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_sea_surface_wave_mean_period_from_variance_spectral_density_first_frequency_moment</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-395d9fee-da9c-49ba-a718-e9eb55d40248' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-395d9fee-da9c-49ba-a718-e9eb55d40248' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d404b53a-07e6-41b7-9179-e3d2fbd7b7e6' class='xr-var-data-in' type='checkbox'><label for='data-d404b53a-07e6-41b7-9179-e3d2fbd7b7e6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum TM01 mean wave period</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_sea_surface_wave_mean_period_from_variance_spectral_density_first_frequency_moment</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
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| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_sea_surface_wave_mean_period_from_variance_spectral_density_inverse_frequency_moment</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-d5e35954-7e95-471d-9c02-3d35ca9743ad' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d5e35954-7e95-471d-9c02-3d35ca9743ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c7dc7699-c509-49eb-914c-dc474e2b9bde' class='xr-var-data-in' type='checkbox'><label for='data-c7dc7699-c509-49eb-914c-dc474e2b9bde' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum TMM10 mean wave period</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_sea_surface_wave_mean_period_from_variance_spectral_density_inverse_frequency_moment</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
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| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-058d1419-f5ea-4611-b1f1-d45f46ca48e5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-058d1419-f5ea-4611-b1f1-d45f46ca48e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ac49779-d58f-441a-ad80-2c2d9f3f5896' class='xr-var-data-in' type='checkbox'><label for='data-6ac49779-d58f-441a-ad80-2c2d9f3f5896' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum TM02 mean wave period</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_sea_surface_wave_period_at_variance_spectral_density_maximum</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-209e3a28-a7d9-49e4-899e-fea45292c071' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-209e3a28-a7d9-49e4-899e-fea45292c071' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9816d928-0b81-4901-8632-47d1f061cb62' class='xr-var-data-in' type='checkbox'><label for='data-9816d928-0b81-4901-8632-47d1f061cb62' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum smoothed peak period</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_sea_surface_wave_period_at_variance_spectral_density_maximum</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
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| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_sea_surface_wave_significant_height</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-7cca7348-41ba-4f2f-80a7-57e5b925e58a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7cca7348-41ba-4f2f-80a7-57e5b925e58a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c9eb237-8bee-4c84-a61f-db27a7e79399' class='xr-var-data-in' type='checkbox'><label for='data-0c9eb237-8bee-4c84-a61f-db27a7e79399' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum significant wave height</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_sea_surface_wave_significant_height</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <td>\n", | |
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| " <th> Chunk </th>\n", | |
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| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| " </td>\n", | |
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| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_sea_surface_wave_to_direction</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-0364776b-1e2a-4d16-964c-d92046b97b58' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0364776b-1e2a-4d16-964c-d92046b97b58' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-540ff16f-08bb-4c83-85b2-e023c20de0f0' class='xr-var-data-in' type='checkbox'><label for='data-540ff16f-08bb-4c83-85b2-e023c20de0f0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum mean wave direction</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_sea_surface_wave_to_direction</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
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| " <line x1=\"109\" y1=\"0\" x2=\"109\" y2=\"25\" />\n", | |
| " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n", | |
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| "</svg>\n", | |
| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_water_velocity</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-10f3b990-257a-4434-9010-8402f45769c3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-10f3b990-257a-4434-9010-8402f45769c3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ae547035-2285-46df-8535-2de762e85445' class='xr-var-data-in' type='checkbox'><label for='data-ae547035-2285-46df-8535-2de762e85445' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>dry_Value :</span></dt><dd>-99999.0</dd><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum water column vertically averaged velocity</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_water_velocity</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
| " <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n", | |
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| " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n", | |
| "\n", | |
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| " <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">3</text>\n", | |
| "</svg>\n", | |
| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>maximum_wind</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-c01979df-44ac-40a4-b553-cb069d21ada7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c01979df-44ac-40a4-b553-cb069d21ada7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5a5446d1-edec-41c5-98c4-936343599748' class='xr-var-data-in' type='checkbox'><label for='data-5a5446d1-edec-41c5-98c4-936343599748' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>maximum wind velocity</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>maximum_wind</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
| " <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n", | |
| "\n", | |
| " <!-- Horizontal lines -->\n", | |
| " <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n", | |
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| " <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n", | |
| "\n", | |
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| "</svg>\n", | |
| " </td>\n", | |
| " </tr>\n", | |
| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>minimum_air_pressure_at_sea_level</span></div><div class='xr-var-dims'>(storm, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 65536), meta=np.ndarray></div><input id='attrs-d0e5df0f-1521-484f-8f82-17111ccac36e' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d0e5df0f-1521-484f-8f82-17111ccac36e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b8633246-93fd-4634-849c-b1ec5233782a' class='xr-var-data-in' type='checkbox'><label for='data-b8633246-93fd-4634-849c-b1ec5233782a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>minimum air pressure at sea level</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>minimum_air_pressure_at_sea_level</dd><dt><span>units :</span></dt><dd>meters of water</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 32.99 MiB </td>\n", | |
| " <td> 512.00 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 1441537) </td>\n", | |
| " <td> (1, 65536) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 66 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
| " <td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>northward_water_velocity</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-b2949215-98c1-408a-94f0-d23acd436b42' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b2949215-98c1-408a-94f0-d23acd436b42' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0dd47b2e-a75c-4686-8538-f81eef96a236' class='xr-var-data-in' type='checkbox'><label for='data-0dd47b2e-a75c-4686-8538-f81eef96a236' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>dry_Value :</span></dt><dd>-99999.0</dd><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>water column vertically averaged north/south velocity</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>positive :</span></dt><dd>north</dd><dt><span>standard_name :</span></dt><dd>northward_water_velocity</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <td>\n", | |
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| " <tr>\n", | |
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| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
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| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>northward_wind</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-39892a22-35d4-4cb0-8645-bfedbd0b41bd' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-39892a22-35d4-4cb0-8645-bfedbd0b41bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6aa48831-596f-40f8-b6bf-4ddb42a95e8b' class='xr-var-data-in' type='checkbox'><label for='data-6aa48831-596f-40f8-b6bf-4ddb42a95e8b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>n/s wind velocity</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>positive :</span></dt><dd>north</dd><dt><span>standard_name :</span></dt><dd>northward_wind</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <td>\n", | |
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| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
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| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>radiation_stress_gradient_x</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-d19c53db-66f1-4d78-84c2-b3a9efc16fb3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d19c53db-66f1-4d78-84c2-b3a9efc16fb3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48a9c812-31d1-4f57-bd73-b4d8f1ee543f' class='xr-var-data-in' type='checkbox'><label for='data-48a9c812-31d1-4f57-bd73-b4d8f1ee543f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>radiation stress gradient x component</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>radiation_stress_gradient_x</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>radiation_stress_gradient_y</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-847d90d9-c1ee-4eb4-8256-1922d416579d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-847d90d9-c1ee-4eb4-8256-1922d416579d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-86442b9c-38e2-40a5-82e9-80916715e60d' class='xr-var-data-in' type='checkbox'><label for='data-86442b9c-38e2-40a5-82e9-80916715e60d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>radiation stress gradient y component</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>radiation_stress_gradient_y</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
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| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_surface_height_above_geoid</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-10c66db0-55b2-4666-95d1-7b7b7fe42341' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-10c66db0-55b2-4666-95d1-7b7b7fe42341' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f642562d-7479-4c23-8799-0e815ee702ff' class='xr-var-data-in' type='checkbox'><label for='data-f642562d-7479-4c23-8799-0e815ee702ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>water surface elevation above geoid</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>sea_surface_height_above_geoid</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <td>\n", | |
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| " <thead>\n", | |
| " <tr>\n", | |
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| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
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| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_surface_wave_mean_period_from_variance_spectral_density_first_frequency_moment</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-197b5b0c-10ea-407e-9cc0-6b7cff5bc157' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-197b5b0c-10ea-407e-9cc0-6b7cff5bc157' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9992cc12-4985-4f10-8aee-d8ba0229b37b' class='xr-var-data-in' type='checkbox'><label for='data-9992cc12-4985-4f10-8aee-d8ba0229b37b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>mean absolute wave period</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_mean_period_from_variance_spectral_density_first_frequency_moment</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_surface_wave_mean_period_from_variance_spectral_density_inverse_frequency_moment</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-af2927aa-584c-49fa-894c-1fca794b0301' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-af2927aa-584c-49fa-894c-1fca794b0301' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1615aa29-1441-4b03-b6fc-c4790ade5251' class='xr-var-data-in' type='checkbox'><label for='data-1615aa29-1441-4b03-b6fc-c4790ade5251' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>mean absolute wave period</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_mean_period_from_variance_spectral_density_inverse_frequency_moment</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <tbody>\n", | |
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| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
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| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-44f075cf-bf67-4b9d-b555-92329b7464c3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-44f075cf-bf67-4b9d-b555-92329b7464c3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ecc9286-3944-44f0-b8b2-8c385fe6f144' class='xr-var-data-in' type='checkbox'><label for='data-8ecc9286-3944-44f0-b8b2-8c385fe6f144' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>mean absoloute zero crossing period</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
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| " <tr>\n", | |
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| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_surface_wave_period_at_variance_spectral_density_maximum</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-9fe56a3e-c2f5-4ddb-8ad9-8593d800ea9b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-9fe56a3e-c2f5-4ddb-8ad9-8593d800ea9b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3a8cf3b5-d269-410f-bcac-b3f501fd577b' class='xr-var-data-in' type='checkbox'><label for='data-3a8cf3b5-d269-410f-bcac-b3f501fd577b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>smoothed peak period</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_period_at_variance_spectral_density_maximum</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_surface_wave_significant_height</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-5e3331ed-9e29-475e-8d72-7b26d69de2ea' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-5e3331ed-9e29-475e-8d72-7b26d69de2ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa3d5e9d-1dce-47c7-9eaf-83f018d0cc88' class='xr-var-data-in' type='checkbox'><label for='data-aa3d5e9d-1dce-47c7-9eaf-83f018d0cc88' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>significant wave height</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_significant_height</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
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| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
| " </tr>\n", | |
| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>sea_surface_wave_to_direction</span></div><div class='xr-var-dims'>(storm, time, node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></div><input id='attrs-eb5ca424-d007-468b-af48-9efb88f1649c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eb5ca424-d007-468b-af48-9efb88f1649c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c6d57018-2efe-43ca-8219-f80c3d9b2106' class='xr-var-data-in' type='checkbox'><label for='data-c6d57018-2efe-43ca-8219-f80c3d9b2106' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>mean wave direction</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>sea_surface_wave_to_direction</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (3, 500, 1441537) </td>\n", | |
| " <td> (1, 500, 131) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 33015 chunks in 2 graph layers </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| " </tbody>\n", | |
| " </table>\n", | |
| " </td>\n", | |
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| " <text x=\"7.474299\" y=\"52.886915\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,52.886915)\">3</text>\n", | |
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| "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-88ef9146-9a6b-434b-80fa-b1f11c3f8345' class='xr-section-summary-in' type='checkbox' ><label for='section-88ef9146-9a6b-434b-80fa-b1f11c3f8345' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>storm</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-290f43fe-af63-446d-b12e-0a5cb2eded1a' class='xr-index-data-in' type='checkbox'/><label for='index-290f43fe-af63-446d-b12e-0a5cb2eded1a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([9, 14, 93], dtype='int64', name='storm'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e8e622cd-79e0-49ef-bd2a-7b8a9cfdf429' class='xr-index-data-in' type='checkbox'/><label for='index-e8e622cd-79e0-49ef-bd2a-7b8a9cfdf429' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex(['2050-01-06 00:20:00', '2050-01-06 00:40:00',\n", | |
| " '2050-01-06 01:00:00', '2050-01-06 01:20:00',\n", | |
| " '2050-01-06 01:40:00', '2050-01-06 02:00:00',\n", | |
| " '2050-01-06 02:20:00', '2050-01-06 02:40:00',\n", | |
| " '2050-01-06 03:00:00', '2050-01-06 03:20:00',\n", | |
| " ...\n", | |
| " '2050-01-12 19:40:00', '2050-01-12 20:00:00',\n", | |
| " '2050-01-12 20:20:00', '2050-01-12 20:40:00',\n", | |
| " '2050-01-12 21:00:00', '2050-01-12 21:20:00',\n", | |
| " '2050-01-12 21:40:00', '2050-01-12 22:00:00',\n", | |
| " '2050-01-12 22:20:00', '2050-01-12 22:40:00'],\n", | |
| " dtype='datetime64[ns]', name='time', length=500, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-70714ffb-1a1e-4644-84c0-a3e0171f43ba' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-70714ffb-1a1e-4644-84c0-a3e0171f43ba' class='xr-section-summary' title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>" | |
| ], | |
| "text/plain": [ | |
| "<xarray.Dataset>\n", | |
| "Dimensions: (\n", | |
| " storm: 3,\n", | |
| " time: 500,\n", | |
| " node: 1441537,\n", | |
| " nele: 2807213,\n", | |
| " nvertex: 3)\n", | |
| "Coordinates:\n", | |
| " latitude (node) float64 dask.array<chunksize=(1441537,), meta=np.ndarray>\n", | |
| " longitude (node) float64 dask.array<chunksize=(1441537,), meta=np.ndarray>\n", | |
| " * storm (storm) int64 ...\n", | |
| " * time (time) datetime64[ns] ...\n", | |
| "Dimensions without coordinates: node, nele, nvertex\n", | |
| "Data variables: (12/27)\n", | |
| " air_pressure_at_sea_level (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " depth_below_geoid (storm, node) float64 dask.array<chunksize=(1, 65536), meta=np.ndarray>\n", | |
| " eastward_water_velocity (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " eastward_wind (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " element (nele, nvertex) int32 dask.array<chunksize=(2807213, 3), meta=np.ndarray>\n", | |
| " maximum_radiation_stress (storm, node) float64 dask.array<chunksize=(1, 65536), meta=np.ndarray>\n", | |
| " ... ...\n", | |
| " sea_surface_wave_mean_period_from_variance_spectral_density_first_frequency_moment (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_mean_period_from_variance_spectral_density_inverse_frequency_moment (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_mean_period_from_variance_spectral_density_second_frequency_moment (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_period_at_variance_spectral_density_maximum (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_significant_height (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>\n", | |
| " sea_surface_wave_to_direction (storm, time, node) float64 dask.array<chunksize=(1, 500, 131), meta=np.ndarray>" | |
| ] | |
| }, | |
| "execution_count": 4, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "dataset" | |
| ] | |
| }, | |
| { | |
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| "id": "41d927a5-2488-415f-9c38-0d2c9d3d069c", | |
| "metadata": {}, | |
| "source": [ | |
| "There are values for all output parameters of an ADCIRC simulation (25 in total) with index by storm, time, and node index. Note that the variables use the CF naming conventions here.\n", | |
| "\n", | |
| "We can query a node by specifying its index. In this case, we will query the data from the three example storms and the time variable." | |
| ] | |
| }, | |
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| "execution_count": 5, | |
| "id": "26149ba0-af36-45de-af06-8a5c00f2e7f0", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
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| "CPU times: user 46 µs, sys: 1e+03 ns, total: 47 µs\n", | |
| "Wall time: 48.2 µs\n" | |
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| "</style><pre class='xr-text-repr-fallback'><xarray.DataArray 'sea_surface_height_above_geoid' (storm: 3, time: 500,\n", | |
| " node: 1441537)>\n", | |
| "dask.array<open_dataset-sea_surface_height_above_geoid, shape=(3, 500, 1441537), dtype=float64, chunksize=(1, 500, 131), chunktype=numpy.ndarray>\n", | |
| "Coordinates:\n", | |
| " latitude (node) float64 dask.array<chunksize=(1441537,), meta=np.ndarray>\n", | |
| " longitude (node) float64 dask.array<chunksize=(1441537,), meta=np.ndarray>\n", | |
| " * storm (storm) int64 9 14 93\n", | |
| " * time (time) datetime64[ns] 2050-01-06T00:20:00 ... 2050-01-12T22:40:00\n", | |
| "Dimensions without coordinates: node\n", | |
| "Attributes:\n", | |
| " location: node\n", | |
| " long_name: water surface elevation above geoid\n", | |
| " mesh: adcirc_mesh\n", | |
| " standard_name: sea_surface_height_above_geoid\n", | |
| " units: metric</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'sea_surface_height_above_geoid'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>storm</span>: 3</li><li><span class='xr-has-index'>time</span>: 500</li><li><span>node</span>: 1441537</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-c15922aa-e32d-4a1b-bbbd-d72fbe3bd298' class='xr-array-in' type='checkbox' checked><label for='section-c15922aa-e32d-4a1b-bbbd-d72fbe3bd298' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>dask.array<chunksize=(1, 500, 131), meta=np.ndarray></span></div><div class='xr-array-data'><table>\n", | |
| " <tr>\n", | |
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| " <th> Bytes </th>\n", | |
| " <td> 16.11 GiB </td>\n", | |
| " <td> 511.72 kiB </td>\n", | |
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| " <td> (3, 500, 1441537) </td>\n", | |
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| " <text x=\"7.474299\" y=\"52.886915\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,7.474299,52.886915)\">3</text>\n", | |
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| "</table></div></div></li><li class='xr-section-item'><input id='section-699130d5-10af-40b0-af46-ca8963feb1b0' class='xr-section-summary-in' type='checkbox' checked><label for='section-699130d5-10af-40b0-af46-ca8963feb1b0' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>latitude</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1441537,), meta=np.ndarray></div><input id='attrs-0c359ae5-ace6-4310-b80a-0066493c8d14' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-0c359ae5-ace6-4310-b80a-0066493c8d14' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d8d1236-3018-4d70-8c15-457b1fdc310b' class='xr-var-data-in' type='checkbox'><label for='data-3d8d1236-3018-4d70-8c15-457b1fdc310b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>latitude</dd><dt><span>positive :</span></dt><dd>north</dd><dt><span>standard_name :</span></dt><dd>latitude</dd><dt><span>units :</span></dt><dd>degrees_north</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
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| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 11.00 MiB </td>\n", | |
| " <td> 11.00 MiB </td>\n", | |
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| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (1441537,) </td>\n", | |
| " <td> (1441537,) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| " <td>\n", | |
| " <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n", | |
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| " </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>(node)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array<chunksize=(1441537,), meta=np.ndarray></div><input id='attrs-d6d21df7-a99b-42c9-a89a-409e5256e865' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d6d21df7-a99b-42c9-a89a-409e5256e865' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d54f3e25-d30f-4e3a-9887-a6b3fe4655fb' class='xr-var-data-in' type='checkbox'><label for='data-d54f3e25-d30f-4e3a-9887-a6b3fe4655fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>longitude</dd><dt><span>positive :</span></dt><dd>east</dd><dt><span>standard_name :</span></dt><dd>longitude</dd><dt><span>units :</span></dt><dd>degrees_east</dd></dl></div><div class='xr-var-data'><table>\n", | |
| " <tr>\n", | |
| " <td>\n", | |
| " <table style=\"border-collapse: collapse;\">\n", | |
| " <thead>\n", | |
| " <tr>\n", | |
| " <td> </td>\n", | |
| " <th> Array </th>\n", | |
| " <th> Chunk </th>\n", | |
| " </tr>\n", | |
| " </thead>\n", | |
| " <tbody>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Bytes </th>\n", | |
| " <td> 11.00 MiB </td>\n", | |
| " <td> 11.00 MiB </td>\n", | |
| " </tr>\n", | |
| " \n", | |
| " <tr>\n", | |
| " <th> Shape </th>\n", | |
| " <td> (1441537,) </td>\n", | |
| " <td> (1441537,) </td>\n", | |
| " </tr>\n", | |
| " <tr>\n", | |
| " <th> Dask graph </th>\n", | |
| " <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n", | |
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| " <tr>\n", | |
| " <th> Data type </th>\n", | |
| " <td colspan=\"2\"> float64 numpy.ndarray </td>\n", | |
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| "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>storm</span></div><div class='xr-var-dims'>(storm)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>9 14 93</div><input id='attrs-a30a1119-d79c-410b-85c8-c3402c31e991' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a30a1119-d79c-410b-85c8-c3402c31e991' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ed6c98f-6f77-435d-9d8a-83f8d21f8919' class='xr-var-data-in' type='checkbox'><label for='data-8ed6c98f-6f77-435d-9d8a-83f8d21f8919' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 9, 14, 93])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2050-01-06T00:20:00 ... 2050-01-...</div><input id='attrs-df94daa1-77c7-4fa6-8068-fe9d8e30b40f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-df94daa1-77c7-4fa6-8068-fe9d8e30b40f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3e8087a4-9ed0-4475-b0dd-7304b7969c29' class='xr-var-data-in' type='checkbox'><label for='data-3e8087a4-9ed0-4475-b0dd-7304b7969c29' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(['2050-01-06T00:20:00.000000000', '2050-01-06T00:40:00.000000000',\n", | |
| " '2050-01-06T01:00:00.000000000', ..., '2050-01-12T22:00:00.000000000',\n", | |
| " '2050-01-12T22:20:00.000000000', '2050-01-12T22:40:00.000000000'],\n", | |
| " dtype='datetime64[ns]')</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-eb681239-3b67-4e5f-bd16-0d9cf9fa61ce' class='xr-section-summary-in' type='checkbox' ><label for='section-eb681239-3b67-4e5f-bd16-0d9cf9fa61ce' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>storm</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-930f99a5-8a31-440e-b174-3aafed63f335' class='xr-index-data-in' type='checkbox'/><label for='index-930f99a5-8a31-440e-b174-3aafed63f335' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([9, 14, 93], dtype='int64', name='storm'))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e0b34087-7126-41de-a437-3fa762276107' class='xr-index-data-in' type='checkbox'/><label for='index-e0b34087-7126-41de-a437-3fa762276107' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex(['2050-01-06 00:20:00', '2050-01-06 00:40:00',\n", | |
| " '2050-01-06 01:00:00', '2050-01-06 01:20:00',\n", | |
| " '2050-01-06 01:40:00', '2050-01-06 02:00:00',\n", | |
| " '2050-01-06 02:20:00', '2050-01-06 02:40:00',\n", | |
| " '2050-01-06 03:00:00', '2050-01-06 03:20:00',\n", | |
| " ...\n", | |
| " '2050-01-12 19:40:00', '2050-01-12 20:00:00',\n", | |
| " '2050-01-12 20:20:00', '2050-01-12 20:40:00',\n", | |
| " '2050-01-12 21:00:00', '2050-01-12 21:20:00',\n", | |
| " '2050-01-12 21:40:00', '2050-01-12 22:00:00',\n", | |
| " '2050-01-12 22:20:00', '2050-01-12 22:40:00'],\n", | |
| " dtype='datetime64[ns]', name='time', length=500, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-905f735a-baee-404f-8906-e1768fe56ba5' class='xr-section-summary-in' type='checkbox' checked><label for='section-905f735a-baee-404f-8906-e1768fe56ba5' class='xr-section-summary' >Attributes: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>location :</span></dt><dd>node</dd><dt><span>long_name :</span></dt><dd>water surface elevation above geoid</dd><dt><span>mesh :</span></dt><dd>adcirc_mesh</dd><dt><span>standard_name :</span></dt><dd>sea_surface_height_above_geoid</dd><dt><span>units :</span></dt><dd>metric</dd></dl></div></li></ul></div></div>" | |
| ], | |
| "text/plain": [ | |
| "<xarray.DataArray 'sea_surface_height_above_geoid' (storm: 3, time: 500,\n", | |
| " node: 1441537)>\n", | |
| "dask.array<open_dataset-sea_surface_height_above_geoid, shape=(3, 500, 1441537), dtype=float64, chunksize=(1, 500, 131), chunktype=numpy.ndarray>\n", | |
| "Coordinates:\n", | |
| " latitude (node) float64 dask.array<chunksize=(1441537,), meta=np.ndarray>\n", | |
| " longitude (node) float64 dask.array<chunksize=(1441537,), meta=np.ndarray>\n", | |
| " * storm (storm) int64 9 14 93\n", | |
| " * time (time) datetime64[ns] 2050-01-06T00:20:00 ... 2050-01-12T22:40:00\n", | |
| "Dimensions without coordinates: node\n", | |
| "Attributes:\n", | |
| " location: node\n", | |
| " long_name: water surface elevation above geoid\n", | |
| " mesh: adcirc_mesh\n", | |
| " standard_name: sea_surface_height_above_geoid\n", | |
| " units: metric" | |
| ] | |
| }, | |
| "execution_count": 5, | |
| "metadata": {}, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "variable = \"sea_surface_height_above_geoid\"\n", | |
| "time = dataset[\"time\"].to_numpy()\n", | |
| "wse = dataset[variable]\n", | |
| "wse" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "c998f526-3f32-4c22-bd1b-3d7fbf5c7a29", | |
| "metadata": {}, | |
| "source": [ | |
| "The water surface elevation data alone is 16.11 GB, however, it is split into chunks of approximately 512kb. Correctly specifying how the data is chunked in object storage is why the access can be fast along specific axis within the arrays.\n", | |
| "\n", | |
| "All operations are performance in a \"lazy\" manner, meaning the data is not actually read from cloud storage until it is needed. To actually read the data from the cloud object store, we need to convert the data to an array" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 6, | |
| "id": "bfe717fa-b913-471b-a338-b73535c7eb69", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 158 ms, sys: 29.1 ms, total: 187 ms\n", | |
| "Wall time: 440 ms\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "wse = dataset[variable][:, :, 7524].to_numpy()" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "0555a1f2-d7ad-44cb-8191-d02d60a75146", | |
| "metadata": {}, | |
| "source": [ | |
| "In the case that we didn't already know which ADCIRC node to select, we can query the data to determine that using some specific libraries to generate a search tree. In this case, we'll assume that the nearest ADCIRC mesh node to our query point is a valid selection." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 7, | |
| "id": "4bae76fe-024f-4de3-9b64-d7884421d46d", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 715 ms, sys: 116 ms, total: 831 ms\n", | |
| "Wall time: 2.53 s\n" | |
| ] | |
| }, | |
| { | |
| "data": {}, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
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| ], | |
| "text/plain": [ | |
| ":Curve [time] (sea_surface_height_above_geoid)" | |
| ] | |
| }, | |
| "execution_count": 7, | |
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| } | |
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| "source": [ | |
| "%%time\n", | |
| "from datetime import datetime\n", | |
| "\n", | |
| "wse = dataset[\"sea_surface_height_above_geoid\"]\n", | |
| "wse.xoak.set_index([\"longitude\", \"latitude\"], 'scipy_kdtree')\n", | |
| "\n", | |
| "point_x, point_y = -90.16, 30.19 # Lake Pontchartrain\n", | |
| "\n", | |
| "ds_point = xr.Dataset({\"lon\": (\"point\", [point_x]), \"lat\": (\"point\", [point_y])})\n", | |
| "data_1d = wse.xoak.sel(latitude=ds_point.lat, longitude=ds_point.lon).sel(storm=9) * 3.28084\n", | |
| "\n", | |
| "plot_start = datetime(2050,1,6)\n", | |
| "plot_end = datetime(2050,1,10)\n", | |
| "\n", | |
| "data_1d.hvplot(x=\"time\", grid=True, \n", | |
| " title=\"Lake Pontchartrain Water Level - Storm 009\", \n", | |
| " xlim=(plot_start, plot_end), ylabel=\"WSE (ft, NAVD88)\"\n", | |
| ")" | |
| ] | |
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| "id": "b4643780-a62a-4bf1-a97c-f7be4c9bfa43", | |
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| "The above plot is interactive so the user can explore the data including hovering their mouse to get specific values.\n", | |
| "\n", | |
| "We can do the same thing for multiple storms and plot them together. You could easily imagine doing analysis on multiple storms at an array of points with these methods. This would be a very fast and efficient way to query data for anyone who needs access to raw ADCIRC data values for any number of model output parameters." | |
| ] | |
| }, | |
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| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 190 ms, sys: 42.3 ms, total: 232 ms\n", | |
| "Wall time: 1.04 s\n" | |
| ] | |
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fa-info-circle\"],[\"tagName\",\"i\"],[\"color\",\"white\"]]}]]}]}]},{\"type\":\"model\",\"name\":\"Notification\",\"properties\":[{\"name\":\"background\",\"kind\":\"Any\",\"default\":null},{\"name\":\"duration\",\"kind\":\"Any\",\"default\":3000},{\"name\":\"icon\",\"kind\":\"Any\",\"default\":null},{\"name\":\"message\",\"kind\":\"Any\",\"default\":\"\"},{\"name\":\"notification_type\",\"kind\":\"Any\",\"default\":null},{\"name\":\"_destroyed\",\"kind\":\"Any\",\"default\":false}]},{\"type\":\"model\",\"name\":\"TemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"BootstrapTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]},{\"type\":\"model\",\"name\":\"MaterialTemplateActions1\",\"properties\":[{\"name\":\"open_modal\",\"kind\":\"Any\",\"default\":0},{\"name\":\"close_modal\",\"kind\":\"Any\",\"default\":0}]}]}};\n", | |
| " var render_items = [{\"docid\":\"89fe0a8e-f3fb-4463-8b3e-cdf395b0b579\",\"roots\":{\"p1079\":\"d091564c-0ecd-4628-bb8c-7ee7f5a92c3a\"},\"root_ids\":[\"p1079\"]}];\n", | |
| " var docs = Object.values(docs_json)\n", | |
| " if (!docs) {\n", | |
| " return\n", | |
| " }\n", | |
| " const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n", | |
| " function embed_document(root) {\n", | |
| " var Bokeh = get_bokeh(root)\n", | |
| " Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", | |
| " for (const render_item of render_items) {\n", | |
| " for (const root_id of render_item.root_ids) {\n", | |
| "\tconst id_el = document.getElementById(root_id)\n", | |
| "\tif (id_el.children.length && (id_el.children[0].className === 'bk-root')) {\n", | |
| "\t const root_el = id_el.children[0]\n", | |
| "\t root_el.id = root_el.id + '-rendered'\n", | |
| "\t}\n", | |
| " }\n", | |
| " }\n", | |
| " }\n", | |
| " function get_bokeh(root) {\n", | |
| " if (root.Bokeh === undefined) {\n", | |
| " return null\n", | |
| " } else if (root.Bokeh.version !== py_version) {\n", | |
| " if (root.Bokeh.versions === undefined || !root.Bokeh.versions.has(py_version)) {\n", | |
| "\treturn null\n", | |
| " }\n", | |
| " return root.Bokeh.versions.get(py_version);\n", | |
| " } else if (root.Bokeh.version === py_version) {\n", | |
| " return root.Bokeh\n", | |
| " }\n", | |
| " return null\n", | |
| " }\n", | |
| " function is_loaded(root) {\n", | |
| " var Bokeh = get_bokeh(root)\n", | |
| " return (Bokeh != null && Bokeh.Panel !== undefined)\n", | |
| " }\n", | |
| " if (is_loaded(root)) {\n", | |
| " embed_document(root);\n", | |
| " } else {\n", | |
| " var attempts = 0;\n", | |
| " var timer = setInterval(function(root) {\n", | |
| " if (is_loaded(root)) {\n", | |
| " clearInterval(timer);\n", | |
| " embed_document(root);\n", | |
| " } else if (document.readyState == \"complete\") {\n", | |
| " attempts++;\n", | |
| " if (attempts > 200) {\n", | |
| " clearInterval(timer);\n", | |
| "\t var Bokeh = get_bokeh(root)\n", | |
| "\t if (Bokeh == null || Bokeh.Panel == null) {\n", | |
| " console.warn(\"Panel: ERROR: Unable to run Panel code because Bokeh or Panel library is missing\");\n", | |
| "\t } else {\n", | |
| "\t console.warn(\"Panel: WARNING: Attempting to render but not all required libraries could be resolved.\")\n", | |
| "\t embed_document(root)\n", | |
| "\t }\n", | |
| " }\n", | |
| " }\n", | |
| " }, 25, root)\n", | |
| " }\n", | |
| "})(window);</script>" | |
| ], | |
| "text/plain": [ | |
| ":NdOverlay [storm]\n", | |
| " :Curve [time] (sea_surface_height_above_geoid)" | |
| ] | |
| }, | |
| "execution_count": 8, | |
| "metadata": { | |
| "application/vnd.holoviews_exec.v0+json": { | |
| "id": "p1079" | |
| } | |
| }, | |
| "output_type": "execute_result" | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "data_storm = wse.xoak.sel(latitude=ds_point.lat, longitude=ds_point.lon)*3.28084\n", | |
| "\n", | |
| "plot_start = datetime(2050,1,6)\n", | |
| "plot_end = datetime(2050,1,11)\n", | |
| "\n", | |
| "data_storm.hvplot(x=\"time\", grid=True, \n", | |
| " title=\"Lake Pontchartrain Water Level - Multiple Storms\", \n", | |
| " xlim=(plot_start, plot_end), ylabel='WSE (ft, NAVD88)',\n", | |
| ").overlay().opts(legend_position='top_left')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "b1b9b57d-078c-434b-8753-23583febf260", | |
| "metadata": {}, | |
| "source": [ | |
| "Now, the user can view all three storms and inspect their values." | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "8d0425f7-d6b1-4a64-abd3-610cfbd1ea2b", | |
| "metadata": {}, | |
| "source": [ | |
| "## Advanced Usage - 2D Rendering\n", | |
| "\n", | |
| "The below example uses the Holoviews and Geoviews packages to render the 2D data as an interactive map.\n", | |
| "\n", | |
| "The first step is to import the libraries which we'll be using" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 9, | |
| "id": "f43d33d7-4c55-4879-a367-dcddcd9d12db", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "(function(root) {\n", | |
| " function now() {\n", | |
| " return new Date();\n", | |
| " }\n", | |
| "\n", | |
| " var force = true;\n", | |
| " var py_version = '3.3.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", | |
| " var reloading = false;\n", | |
| " var Bokeh = root.Bokeh;\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/[email protected]/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", | |
| " require([\"jspanel\"], function(jsPanel) {\n", | |
| "\twindow.jsPanel = jsPanel\n", | |
| "\ton_load()\n", | |
| " })\n", | |
| " require([\"jspanel-modal\"], function() {\n", | |
| "\ton_load()\n", | |
| " })\n", | |
| " 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/1.3.4/dist/bundled/floatpanel/[email protected]/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/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/1.3.4/dist/bundled/gridstack/[email protected]/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/1.3.4/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", | |
| " }\n", | |
| " for (var i = 0; i < js_urls.length; i++) {\n", | |
| " var url = js_urls[i];\n", | |
| " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", | |
| "\tif (!window.requirejs) {\n", | |
| "\t on_load();\n", | |
| "\t}\n", | |
| "\tcontinue;\n", | |
| " }\n", | |
| " var element = document.createElement('script');\n", | |
| " element.onload = on_load;\n", | |
| " element.onerror = on_error;\n", | |
| " element.async = false;\n", | |
| " element.src = url;\n", | |
| " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.head.appendChild(element);\n", | |
| " }\n", | |
| " for (var i = 0; i < js_modules.length; i++) {\n", | |
| " var url = js_modules[i];\n", | |
| " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", | |
| "\tif (!window.requirejs) {\n", | |
| "\t on_load();\n", | |
| "\t}\n", | |
| "\tcontinue;\n", | |
| " }\n", | |
| " var element = document.createElement('script');\n", | |
| " element.onload = on_load;\n", | |
| " element.onerror = on_error;\n", | |
| " element.async = false;\n", | |
| " element.src = url;\n", | |
| " element.type = \"module\";\n", | |
| " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.head.appendChild(element);\n", | |
| " }\n", | |
| " 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-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.2.min.js\", \"https://cdn.holoviz.org/panel/1.3.4/dist/panel.min.js\", \"https://cdn.jsdelivr.net/npm/@holoviz/[email protected]/dist/geoviews.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", | |
| " },\n", | |
| "function(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", | |
| "\ttry {\n", | |
| " inline_js[i].call(root, root.Bokeh);\n", | |
| "\t} catch(e) {\n", | |
| "\t if (!reloading) {\n", | |
| "\t throw e;\n", | |
| "\t }\n", | |
| "\t}\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", | |
| " root._bokeh_is_initializing = true\n", | |
| " root._bokeh_onload_callbacks = []\n", | |
| " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", | |
| " if (!reloading && !bokeh_loaded) {\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 = '3.3.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var reloading = false;\n var Bokeh = root.Bokeh;\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/[email protected]/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n 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/1.3.4/dist/bundled/floatpanel/[email protected]/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/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/1.3.4/dist/bundled/gridstack/[email protected]/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/1.3.4/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 }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n 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-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-gl-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-widgets-3.3.2.min.js\", \"https://cdn.bokeh.org/bokeh/release/bokeh-tables-3.3.2.min.js\", \"https://cdn.holoviz.org/panel/1.3.4/dist/panel.min.js\", \"https://cdn.jsdelivr.net/npm/@holoviz/[email protected]/dist/geoviews.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\ttry {\n inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t if (!reloading) {\n\t throw e;\n\t }\n\t}\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 root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n if (!reloading && !bokeh_loaded) {\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" | |
| }, | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "\n", | |
| "if ((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 = comm.messages[Symbol.asyncIterator]();\n", | |
| " function processIteratorResult(result) {\n", | |
| " var message = result.value;\n", | |
| " console.log(message)\n", | |
| " var content = {data: message.data, comm_id};\n", | |
| " var buffers = []\n", | |
| " for (var buffer of message.buffers || []) {\n", | |
| " buffers.push(new DataView(buffer))\n", | |
| " }\n", | |
| " var metadata = message.metadata || {};\n", | |
| " var msg = {content, buffers, metadata}\n", | |
| " msg_handler(msg);\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " })\n", | |
| " }\n", | |
| " }\n", | |
| "\n", | |
| " JupyterCommManager.prototype.get_client_comm = function(plot_id, comm_id, msg_handler) {\n", | |
| " if (comm_id in window.PyViz.comms) {\n", | |
| " return window.PyViz.comms[comm_id];\n", | |
| " } else if (window.comm_manager || ((window.Jupyter !== undefined) && (Jupyter.notebook.kernel != null))) {\n", | |
| " var comm_manager = window.comm_manager || Jupyter.notebook.kernel.comm_manager;\n", | |
| " var comm = comm_manager.new_comm(comm_id, {}, {}, {}, comm_id);\n", | |
| " if (msg_handler) {\n", | |
| " comm.on_msg(msg_handler);\n", | |
| " }\n", | |
| " } else if ((plot_id in window.PyViz.kernels) && (window.PyViz.kernels[plot_id])) {\n", | |
| " var comm = window.PyViz.kernels[plot_id].connectToComm(comm_id);\n", | |
| " comm.open();\n", | |
| " if (msg_handler) {\n", | |
| " comm.onMsg = msg_handler;\n", | |
| " }\n", | |
| " } else if (typeof google != 'undefined' && google.colab.kernel != null) {\n", | |
| " var comm_promise = google.colab.kernel.comms.open(comm_id)\n", | |
| " comm_promise.then((comm) => {\n", | |
| " window.PyViz.comms[comm_id] = comm;\n", | |
| " if (msg_handler) {\n", | |
| " var messages = comm.messages[Symbol.asyncIterator]();\n", | |
| " function processIteratorResult(result) {\n", | |
| " var message = result.value;\n", | |
| " var content = {data: message.data};\n", | |
| " var metadata = message.metadata || {comm_id};\n", | |
| " var msg = {content, metadata}\n", | |
| " msg_handler(msg);\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " return messages.next().then(processIteratorResult);\n", | |
| " }\n", | |
| " }) \n", | |
| " var sendClosure = (data, metadata, buffers, disposeOnDone) => {\n", | |
| " return comm_promise.then((comm) => {\n", | |
| " comm.send(data, metadata, buffers, disposeOnDone);\n", | |
| " });\n", | |
| " };\n", | |
| " var comm = {\n", | |
| " send: sendClosure\n", | |
| " };\n", | |
| " }\n", | |
| " window.PyViz.comms[comm_id] = comm;\n", | |
| " return comm;\n", | |
| " }\n", | |
| " window.PyViz.comm_manager = new JupyterCommManager();\n", | |
| " \n", | |
| "\n", | |
| "\n", | |
| "var JS_MIME_TYPE = 'application/javascript';\n", | |
| "var HTML_MIME_TYPE = 'text/html';\n", | |
| "var EXEC_MIME_TYPE = 'application/vnd.holoviews_exec.v0+json';\n", | |
| "var CLASS_NAME = 'output';\n", | |
| "\n", | |
| "/**\n", | |
| " * Render data to the DOM node\n", | |
| " */\n", | |
| "function render(props, node) {\n", | |
| " var div = document.createElement(\"div\");\n", | |
| " var script = document.createElement(\"script\");\n", | |
| " node.appendChild(div);\n", | |
| " node.appendChild(script);\n", | |
| "}\n", | |
| "\n", | |
| "/**\n", | |
| " * Handle when a new output is added\n", | |
| " */\n", | |
| "function handle_add_output(event, handle) {\n", | |
| " var output_area = handle.output_area;\n", | |
| " var output = handle.output;\n", | |
| " if ((output.data == undefined) || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", | |
| " return\n", | |
| " }\n", | |
| " var id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", | |
| " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", | |
| " if (id !== undefined) {\n", | |
| " var nchildren = toinsert.length;\n", | |
| " var html_node = toinsert[nchildren-1].children[0];\n", | |
| " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", | |
| " var scripts = [];\n", | |
| " var nodelist = html_node.querySelectorAll(\"script\");\n", | |
| " for (var i in nodelist) {\n", | |
| " if (nodelist.hasOwnProperty(i)) {\n", | |
| " scripts.push(nodelist[i])\n", | |
| " }\n", | |
| " }\n", | |
| "\n", | |
| " scripts.forEach( function (oldScript) {\n", | |
| " var newScript = document.createElement(\"script\");\n", | |
| " var attrs = [];\n", | |
| " var nodemap = oldScript.attributes;\n", | |
| " for (var j in nodemap) {\n", | |
| " if (nodemap.hasOwnProperty(j)) {\n", | |
| " attrs.push(nodemap[j])\n", | |
| " }\n", | |
| " }\n", | |
| " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", | |
| " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", | |
| " oldScript.parentNode.replaceChild(newScript, oldScript);\n", | |
| " });\n", | |
| " if (JS_MIME_TYPE in output.data) {\n", | |
| " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", | |
| " }\n", | |
| " output_area._hv_plot_id = id;\n", | |
| " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", | |
| " 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", | |
| " */\n", | |
| "function 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", | |
| " */\n", | |
| "function 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", | |
| " */\n", | |
| "function handle_update_output(event, handle) {\n", | |
| " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", | |
| " handle_add_output(event, handle)\n", | |
| "}\n", | |
| "\n", | |
| "function 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", | |
| "\n", | |
| "if (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" | |
| ], | |
| "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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nchildren = toinsert.length;\n var html_node = toinsert[nchildren-1].children[0];\n html_node.innerHTML = output.data[HTML_MIME_TYPE];\n var scripts = [];\n var nodelist = html_node.querySelectorAll(\"script\");\n for (var i in nodelist) {\n if (nodelist.hasOwnProperty(i)) {\n scripts.push(nodelist[i])\n }\n }\n\n scripts.forEach( function (oldScript) {\n var newScript = document.createElement(\"script\");\n var attrs = [];\n var nodemap = oldScript.attributes;\n for (var j in nodemap) {\n if (nodemap.hasOwnProperty(j)) {\n attrs.push(nodemap[j])\n }\n }\n attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n oldScript.parentNode.replaceChild(newScript, oldScript);\n });\n if (JS_MIME_TYPE in output.data) {\n toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n }\n output_area._hv_plot_id = id;\n if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n 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" | |
| }, | |
| { | |
| "data": { | |
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| "<style>*[data-root-id],\n", | |
| "*[data-root-id] > * {\n", | |
| " box-sizing: border-box;\n", | |
| " font-family: var(--jp-ui-font-family);\n", | |
| " font-size: var(--jp-ui-font-size1);\n", | |
| " color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n", | |
| "}\n", | |
| "\n", | |
| "/* Override VSCode background color */\n", | |
| ".cell-output-ipywidget-background:has(\n", | |
| " > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n", | |
| " ),\n", | |
| ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n", | |
| " background-color: transparent !important;\n", | |
| "}\n", | |
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| ] | |
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| "metadata": {}, | |
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| "text/html": [ | |
| "<div id='p1201'>\n", | |
| " <div id=\"e2d0dadd-7dcd-4694-8d95-0c3ad1fd4fda\" data-root-id=\"p1201\" style=\"display: contents;\"></div>\n", | |
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| " const py_version = docs[0].version.replace('rc', '-rc.').replace('.dev', '-dev.')\n", | |
| " function embed_document(root) {\n", | |
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| " for (const render_item of render_items) {\n", | |
| " for (const root_id of render_item.root_ids) {\n", | |
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| "roTBs2RqAAAAAElFTkSuQmCC'\n", | |
| " style='height:25px; border-radius:12px; display: inline-block; float: left; vertical-align: middle'></img>\n", | |
| "\n", | |
| "\n", | |
| " <img src='data:image/png;base64,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'\n", | |
| " style='height:15px; border-radius:12px; display: inline-block; float: left'></img>\n", | |
| " \n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "\n", | |
| "</div>\n" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "(function(root) {\n", | |
| " function now() {\n", | |
| " return new Date();\n", | |
| " }\n", | |
| "\n", | |
| " var force = true;\n", | |
| " var py_version = '3.3.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n", | |
| " var reloading = true;\n", | |
| " var Bokeh = root.Bokeh;\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/[email protected]/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n", | |
| " require([\"jspanel\"], function(jsPanel) {\n", | |
| "\twindow.jsPanel = jsPanel\n", | |
| "\ton_load()\n", | |
| " })\n", | |
| " require([\"jspanel-modal\"], function() {\n", | |
| "\ton_load()\n", | |
| " })\n", | |
| " 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/1.3.4/dist/bundled/floatpanel/[email protected]/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/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/1.3.4/dist/bundled/gridstack/[email protected]/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/1.3.4/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", | |
| " }\n", | |
| " for (var i = 0; i < js_urls.length; i++) {\n", | |
| " var url = js_urls[i];\n", | |
| " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", | |
| "\tif (!window.requirejs) {\n", | |
| "\t on_load();\n", | |
| "\t}\n", | |
| "\tcontinue;\n", | |
| " }\n", | |
| " var element = document.createElement('script');\n", | |
| " element.onload = on_load;\n", | |
| " element.onerror = on_error;\n", | |
| " element.async = false;\n", | |
| " element.src = url;\n", | |
| " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.head.appendChild(element);\n", | |
| " }\n", | |
| " for (var i = 0; i < js_modules.length; i++) {\n", | |
| " var url = js_modules[i];\n", | |
| " if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n", | |
| "\tif (!window.requirejs) {\n", | |
| "\t on_load();\n", | |
| "\t}\n", | |
| "\tcontinue;\n", | |
| " }\n", | |
| " var element = document.createElement('script');\n", | |
| " element.onload = on_load;\n", | |
| " element.onerror = on_error;\n", | |
| " element.async = false;\n", | |
| " element.src = url;\n", | |
| " element.type = \"module\";\n", | |
| " console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n", | |
| " document.head.appendChild(element);\n", | |
| " }\n", | |
| " 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.jsdelivr.net/npm/@holoviz/[email protected]/dist/geoviews.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", | |
| " },\n", | |
| "function(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", | |
| "\ttry {\n", | |
| " inline_js[i].call(root, root.Bokeh);\n", | |
| "\t} catch(e) {\n", | |
| "\t if (!reloading) {\n", | |
| "\t throw e;\n", | |
| "\t }\n", | |
| "\t}\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", | |
| " root._bokeh_is_initializing = true\n", | |
| " root._bokeh_onload_callbacks = []\n", | |
| " var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n", | |
| " if (!reloading && !bokeh_loaded) {\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 = '3.3.2'.replace('rc', '-rc.').replace('.dev', '-dev.');\n var reloading = true;\n var Bokeh = root.Bokeh;\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/[email protected]/dist/jspanel', 'jspanel-modal': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/modal/jspanel.modal', 'jspanel-tooltip': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/tooltip/jspanel.tooltip', 'jspanel-hint': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/hint/jspanel.hint', 'jspanel-layout': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/layout/jspanel.layout', 'jspanel-contextmenu': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu', 'jspanel-dock': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/extensions/dock/jspanel.dock', 'gridstack': 'https://cdn.jsdelivr.net/npm/[email protected]/dist/gridstack-all', 'notyf': 'https://cdn.jsdelivr.net/npm/notyf@3/notyf.min'}, 'shim': {'jspanel': {'exports': 'jsPanel'}, 'gridstack': {'exports': 'GridStack'}}});\n require([\"jspanel\"], function(jsPanel) {\n\twindow.jsPanel = jsPanel\n\ton_load()\n })\n require([\"jspanel-modal\"], function() {\n\ton_load()\n })\n 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/1.3.4/dist/bundled/floatpanel/[email protected]/dist/jspanel.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/modal/jspanel.modal.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/tooltip/jspanel.tooltip.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/hint/jspanel.hint.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/layout/jspanel.layout.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/dist/extensions/contextmenu/jspanel.contextmenu.js', 'https://cdn.holoviz.org/panel/1.3.4/dist/bundled/floatpanel/[email protected]/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/1.3.4/dist/bundled/gridstack/[email protected]/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/1.3.4/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 }\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n for (var i = 0; i < js_modules.length; i++) {\n var url = js_modules[i];\n if (skip.indexOf(url) !== -1 || existing_scripts.indexOf(url) !== -1) {\n\tif (!window.requirejs) {\n\t on_load();\n\t}\n\tcontinue;\n }\n var element = document.createElement('script');\n element.onload = on_load;\n element.onerror = on_error;\n element.async = false;\n element.src = url;\n element.type = \"module\";\n console.debug(\"Bokeh: injecting script tag for BokehJS library: \", url);\n document.head.appendChild(element);\n }\n 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.jsdelivr.net/npm/@holoviz/[email protected]/dist/geoviews.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\ttry {\n inline_js[i].call(root, root.Bokeh);\n\t} catch(e) {\n\t if (!reloading) {\n\t throw e;\n\t }\n\t}\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 root._bokeh_is_initializing = true\n root._bokeh_onload_callbacks = []\n var bokeh_loaded = Bokeh != null && (Bokeh.version === py_version || (Bokeh.versions !== undefined && Bokeh.versions.has(py_version)));\n if (!reloading && !bokeh_loaded) {\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" | |
| }, | |
| { | |
| "data": { | |
| "application/javascript": [ | |
| "\n", | |
| "if ((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 = comm.messages[Symbol.asyncIterator]();\n", | |
| " function processIteratorResult(result) {\n", | |
| " var message = result.value;\n", | |
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| "var CLASS_NAME = 'output';\n", | |
| "\n", | |
| "/**\n", | |
| " * Render data to the DOM node\n", | |
| " */\n", | |
| "function render(props, node) {\n", | |
| " var div = document.createElement(\"div\");\n", | |
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| " node.appendChild(div);\n", | |
| " node.appendChild(script);\n", | |
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| "\n", | |
| "/**\n", | |
| " * Handle when a new output is added\n", | |
| " */\n", | |
| "function handle_add_output(event, handle) {\n", | |
| " var output_area = handle.output_area;\n", | |
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| " html_node.innerHTML = output.data[HTML_MIME_TYPE];\n", | |
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| " var nodelist = html_node.querySelectorAll(\"script\");\n", | |
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| " attrs.forEach(function(attr) { newScript.setAttribute(attr.name, attr.value) });\n", | |
| " newScript.appendChild(document.createTextNode(oldScript.innerHTML));\n", | |
| " oldScript.parentNode.replaceChild(newScript, oldScript);\n", | |
| " });\n", | |
| " if (JS_MIME_TYPE in output.data) {\n", | |
| " toinsert[nchildren-1].children[1].textContent = output.data[JS_MIME_TYPE];\n", | |
| " }\n", | |
| " output_area._hv_plot_id = id;\n", | |
| " if ((window.Bokeh !== undefined) && (id in Bokeh.index)) {\n", | |
| " window.PyViz.plot_index[id] = Bokeh.index[id];\n", | |
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| " } else if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n", | |
| " var bk_div = document.createElement(\"div\");\n", | |
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| " }\n", | |
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| "\n", | |
| "/**\n", | |
| " * Handle when an output is cleared or removed\n", | |
| " */\n", | |
| "function 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", | |
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| " }\n", | |
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| " }\n", | |
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| "\n", | |
| "/**\n", | |
| " * Handle kernel restart event\n", | |
| " */\n", | |
| "function 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", | |
| " */\n", | |
| "function handle_update_output(event, handle) {\n", | |
| " handle_clear_output(event, {cell: {output_area: handle.output_area}})\n", | |
| " handle_add_output(event, handle)\n", | |
| "}\n", | |
| "\n", | |
| "function 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", | |
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| "\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", | |
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| "\n", | |
| " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", | |
| " safe: true,\n", | |
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| " } catch(err) {\n", | |
| " }\n", | |
| "}\n" | |
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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 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| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "data": { | |
| "text/html": [ | |
| "<style>*[data-root-id],\n", | |
| "*[data-root-id] > * {\n", | |
| " box-sizing: border-box;\n", | |
| " font-family: var(--jp-ui-font-family);\n", | |
| " font-size: var(--jp-ui-font-size1);\n", | |
| " color: var(--vscode-editor-foreground, var(--jp-ui-font-color1));\n", | |
| "}\n", | |
| "\n", | |
| "/* Override VSCode background color */\n", | |
| ".cell-output-ipywidget-background:has(\n", | |
| " > .cell-output-ipywidget-background > .lm-Widget > *[data-root-id]\n", | |
| " ),\n", | |
| ".cell-output-ipywidget-background:has(> .lm-Widget > *[data-root-id]) {\n", | |
| " background-color: transparent !important;\n", | |
| "}\n", | |
| "</style>" | |
| ] | |
| }, | |
| "metadata": {}, | |
| "output_type": "display_data" | |
| }, | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 754 ms, sys: 128 ms, total: 882 ms\n", | |
| "Wall time: 1.64 s\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "import numpy as np\n", | |
| "import holoviews as hv\n", | |
| "from holoviews import opts\n", | |
| "import xarray as xr\n", | |
| "import holoviews as hv\n", | |
| "import geoviews as gv\n", | |
| "import geoviews.feature as gf\n", | |
| "from holoviews.operation.datashader import datashade, rasterize, regrid\n", | |
| "import cartopy.crs as ccrs\n", | |
| "\n", | |
| "hv.extension(\"bokeh\")\n", | |
| "gv.extension(\"bokeh\")" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "79751fff-f6ee-4d9b-a72d-1a520842afce", | |
| "metadata": {}, | |
| "source": [ | |
| "We'll get a source object for web map tiles so we have a background in our plot using Open Street Map (OSM)" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 10, | |
| "id": "3e510853-c978-4365-b597-ddfb95d13ae3", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 2 µs, sys: 0 ns, total: 2 µs\n", | |
| "Wall time: 2.86 µs\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "osm_tiles = gv.tile_sources.OSM" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "64bcb04f-78d7-4715-8b9d-6e5ae20f6b98", | |
| "metadata": {}, | |
| "source": [ | |
| "Next, we'll generate some 2D variables from the dataset which we'll use to plot the unstructured ADCIRC mesh. The unstructured mesh is plotted using the `TriMesh` class within Holoviews." | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 11, | |
| "id": "dea901fd-dcf6-4c01-a42e-da403a9639dc", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 121 ms, sys: 49.7 ms, total: 171 ms\n", | |
| "Wall time: 751 ms\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "lon = dataset[\"longitude\"].to_numpy()\n", | |
| "lat = dataset[\"latitude\"].to_numpy()\n", | |
| "tri = dataset[\"element\"].to_numpy()-1" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "b53268df-ec74-4710-9ad0-05216336df64", | |
| "metadata": {}, | |
| "source": [ | |
| "Now, we read the peak water surface information" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 12, | |
| "id": "493b0ac3-0405-4250-9a1c-a908ca124f9d", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 205 ms, sys: 47.9 ms, total: 253 ms\n", | |
| "Wall time: 592 ms\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "max_wse = dataset[\"maximum_sea_surface_height_above_geoid\"][0,:].to_numpy() * 3.28084\n", | |
| "max_wse[max_wse < -900] = np.nan\n", | |
| "maxele_nodes = np.column_stack([lon, lat, max_wse])\n", | |
| "maxele_nodes = hv.Points(maxele_nodes, vdims='wse')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "407b1643-b26f-4534-b596-a78c5dd6aa96", | |
| "metadata": {}, | |
| "source": [ | |
| "We can do exactly the same process for the peak wave heights" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 13, | |
| "id": "90009fb7-7fe2-46ef-a1db-38d37261e08a", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 134 ms, sys: 33 ms, total: 167 ms\n", | |
| "Wall time: 377 ms\n" | |
| ] | |
| } | |
| ], | |
| "source": [ | |
| "%%time\n", | |
| "max_hs = dataset[\"maximum_sea_surface_wave_significant_height\"][0,:].to_numpy() * 3.28084\n", | |
| "max_hs[max_hs < -900] = np.nan\n", | |
| "maxhs_nodes = np.column_stack([lon, lat, max_hs])\n", | |
| "maxhs_nodes = hv.Points(maxhs_nodes, vdims='hs')" | |
| ] | |
| }, | |
| { | |
| "cell_type": "markdown", | |
| "id": "2ee9b8d1-f13d-49b5-a4b2-e05694d6d4b8", | |
| "metadata": {}, | |
| "source": [ | |
| "Then, we rasterize the data for plotting, set the color bar and color limits, and merge the data with the background tiles" | |
| ] | |
| }, | |
| { | |
| "cell_type": "code", | |
| "execution_count": 14, | |
| "id": "26a4df51-4ecb-4f09-a152-d65e107d24ad", | |
| "metadata": {}, | |
| "outputs": [ | |
| { | |
| "name": "stdout", | |
| "output_type": "stream", | |
| "text": [ | |
| "CPU times: user 375 ms, sys: 50.6 ms, total: 425 ms\n", | |
| "Wall time: 444 ms\n" | |
| ] | |
| }, | |
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| "metadata": {}, | |
| "output_type": "display_data" | |
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