{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Confidence intervals for a MLE\n", "\n", "**[Dataset download](https://s3.amazonaws.com/bebi103.caltech.edu/data/singer_transcript_counts.csv)**\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "
\n", " \n", " Loading BokehJS ...\n", "
" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "\n", "(function(root) {\n", " function now() {\n", " return new Date();\n", " }\n", "\n", " var force = true;\n", "\n", " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", " root._bokeh_onload_callbacks = [];\n", " root._bokeh_is_loading = undefined;\n", " }\n", "\n", " var JS_MIME_TYPE = 'application/javascript';\n", " var HTML_MIME_TYPE = 'text/html';\n", " var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", " var CLASS_NAME = 'output_bokeh rendered_html';\n", "\n", " /**\n", " * Render data to the DOM node\n", " */\n", " function render(props, node) {\n", " var script = document.createElement(\"script\");\n", " node.appendChild(script);\n", " }\n", "\n", " /**\n", " * Handle when an output is cleared or removed\n", " */\n", " function handleClearOutput(event, handle) {\n", " var cell = handle.cell;\n", "\n", " var id = cell.output_area._bokeh_element_id;\n", " var server_id = cell.output_area._bokeh_server_id;\n", " // Clean up Bokeh references\n", " if (id != null && id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", "\n", " if (server_id !== undefined) {\n", " // Clean up Bokeh references\n", " var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", " cell.notebook.kernel.execute(cmd, {\n", " iopub: {\n", " output: function(msg) {\n", " var id = msg.content.text.trim();\n", " if (id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", " }\n", " }\n", " });\n", " // Destroy server and session\n", " var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", " cell.notebook.kernel.execute(cmd);\n", " }\n", " }\n", "\n", " /**\n", " * Handle when a new output is added\n", " */\n", " function handleAddOutput(event, handle) {\n", " var output_area = handle.output_area;\n", " var output = handle.output;\n", "\n", " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", " if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", " return\n", " }\n", "\n", " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", "\n", " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", " // store reference to embed id on output_area\n", " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", " }\n", " 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].firstChild.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", " function register_renderer(events, OutputArea) {\n", "\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[toinsert.length - 1]);\n", " element.append(toinsert);\n", " return toinsert\n", " }\n", "\n", " /* Handle when an output is cleared or removed */\n", " events.on('clear_output.CodeCell', handleClearOutput);\n", " events.on('delete.Cell', handleClearOutput);\n", "\n", " /* Handle when a new output is added */\n", " events.on('output_added.OutputArea', handleAddOutput);\n", "\n", " /**\n", " * Register the mime type and append_mime function with output_area\n", " */\n", " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", " /* Is output safe? */\n", " safe: true,\n", " /* Index of renderer in `output_area.display_order` */\n", " index: 0\n", " });\n", " }\n", "\n", " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", " if (root.Jupyter !== undefined) {\n", " var events = require('base/js/events');\n", " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", "\n", " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", " register_renderer(events, OutputArea);\n", " }\n", " }\n", "\n", " \n", " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", " root._bokeh_timeout = Date.now() + 5000;\n", " root._bokeh_failed_load = false;\n", " }\n", "\n", " var NB_LOAD_WARNING = {'data': {'text/html':\n", " \"
\\n\"+\n", " \"

\\n\"+\n", " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", " \"

\\n\"+\n", " \"\\n\"+\n", " \"\\n\"+\n", " \"from bokeh.resources import INLINE\\n\"+\n", " \"output_notebook(resources=INLINE)\\n\"+\n", " \"\\n\"+\n", " \"
\"}};\n", "\n", " function display_loaded() {\n", " var el = document.getElementById(\"1001\");\n", " if (el != null) {\n", " el.textContent = \"BokehJS is loading...\";\n", " }\n", " if (root.Bokeh !== undefined) {\n", " if (el != null) {\n", " el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n", " }\n", " } else if (Date.now() < root._bokeh_timeout) {\n", " setTimeout(display_loaded, 100)\n", " }\n", " }\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, callback) {\n", " if (css_urls == null) css_urls = [];\n", " if (js_urls == null) js_urls = [];\n", "\n", " root._bokeh_onload_callbacks.push(callback);\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 == null || js_urls.length === 0) {\n", " run_callbacks();\n", " return null;\n", " }\n", " console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n", " root._bokeh_is_loading = css_urls.length + js_urls.length;\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", "\n", " function on_error() {\n", " console.error(\"failed to load \" + url);\n", " }\n", "\n", " for (var i = 0; i < css_urls.length; i++) {\n", " var url = css_urls[i];\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", " }\n", "\n", " for (var i = 0; i < js_urls.length; i++) {\n", " var url = js_urls[i];\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", " };var element = document.getElementById(\"1001\");\n", " if (element == null) {\n", " console.error(\"Bokeh: ERROR: autoload.js configured with elementid '1001' but no matching script tag was found. \")\n", " return false;\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", " \n", " var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.4.0.min.js\"];\n", " var css_urls = [];\n", " \n", "\n", " var inline_js = [\n", " function(Bokeh) {\n", " Bokeh.set_log_level(\"info\");\n", " },\n", " function(Bokeh) {\n", " \n", " \n", " }\n", " ];\n", "\n", " function run_inline_js() {\n", " \n", " if (root.Bokeh !== undefined || force === true) {\n", " \n", " for (var i = 0; i < inline_js.length; i++) {\n", " inline_js[i].call(root, root.Bokeh);\n", " }\n", " if (force === true) {\n", " display_loaded();\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", " } else if (force !== true) {\n", " var cell = $(document.getElementById(\"1001\")).parents('.cell').data().cell;\n", " cell.output_area.append_execute_result(NB_LOAD_WARNING)\n", " }\n", "\n", " }\n", "\n", " if (root._bokeh_is_loading === 0) {\n", " console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n", " run_inline_js();\n", " } else {\n", " load_libs(css_urls, js_urls, function() {\n", " console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n", " run_inline_js();\n", " });\n", " }\n", "}(window));" ], "application/vnd.bokehjs_load.v0+json": "\n(function(root) {\n function now() {\n return new Date();\n }\n\n var force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\n \n\n \n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n var NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
\"}};\n\n function display_loaded() {\n var el = document.getElementById(\"1001\");\n if (el != null) {\n el.textContent = \"BokehJS is loading...\";\n }\n if (root.Bokeh !== undefined) {\n if (el != null) {\n el.textContent = \"BokehJS \" + root.Bokeh.version + \" successfully loaded.\";\n }\n } else if (Date.now() < root._bokeh_timeout) {\n setTimeout(display_loaded, 100)\n }\n }\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, callback) {\n if (css_urls == null) css_urls = [];\n if (js_urls == null) js_urls = [];\n\n root._bokeh_onload_callbacks.push(callback);\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 == null || js_urls.length === 0) {\n run_callbacks();\n return null;\n }\n console.debug(\"Bokeh: BokehJS not loaded, scheduling load and callback at\", now());\n root._bokeh_is_loading = css_urls.length + js_urls.length;\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\n function on_error() {\n console.error(\"failed to load \" + url);\n }\n\n for (var i = 0; i < css_urls.length; i++) {\n var url = css_urls[i];\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 }\n\n for (var i = 0; i < js_urls.length; i++) {\n var url = js_urls[i];\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 };var element = document.getElementById(\"1001\");\n if (element == null) {\n console.error(\"Bokeh: ERROR: autoload.js configured with elementid '1001' but no matching script tag was found. \")\n return false;\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 \n var js_urls = [\"https://cdn.pydata.org/bokeh/release/bokeh-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-widgets-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-tables-1.4.0.min.js\", \"https://cdn.pydata.org/bokeh/release/bokeh-gl-1.4.0.min.js\"];\n var css_urls = [];\n \n\n var inline_js = [\n function(Bokeh) {\n Bokeh.set_log_level(\"info\");\n },\n function(Bokeh) {\n \n \n }\n ];\n\n function run_inline_js() {\n \n if (root.Bokeh !== undefined || force === true) {\n \n for (var i = 0; i < inline_js.length; i++) {\n inline_js[i].call(root, root.Bokeh);\n }\n if (force === true) {\n display_loaded();\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 } else if (force !== true) {\n var cell = $(document.getElementById(\"1001\")).parents('.cell').data().cell;\n cell.output_area.append_execute_result(NB_LOAD_WARNING)\n }\n\n }\n\n if (root._bokeh_is_loading === 0) {\n console.debug(\"Bokeh: BokehJS loaded, going straight to plotting\");\n run_inline_js();\n } else {\n load_libs(css_urls, js_urls, function() {\n console.debug(\"Bokeh: BokehJS plotting callback run at\", now());\n run_inline_js();\n });\n }\n}(window));" }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "\n", "(function(root) {\n", " function now() {\n", " return new Date();\n", " }\n", "\n", " var force = true;\n", "\n", " if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n", " root._bokeh_onload_callbacks = [];\n", " root._bokeh_is_loading = undefined;\n", " }\n", "\n", " var JS_MIME_TYPE = 'application/javascript';\n", " var HTML_MIME_TYPE = 'text/html';\n", " var EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n", " var CLASS_NAME = 'output_bokeh rendered_html';\n", "\n", " /**\n", " * Render data to the DOM node\n", " */\n", " function render(props, node) {\n", " var script = document.createElement(\"script\");\n", " node.appendChild(script);\n", " }\n", "\n", " /**\n", " * Handle when an output is cleared or removed\n", " */\n", " function handleClearOutput(event, handle) {\n", " var cell = handle.cell;\n", "\n", " var id = cell.output_area._bokeh_element_id;\n", " var server_id = cell.output_area._bokeh_server_id;\n", " // Clean up Bokeh references\n", " if (id != null && id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", "\n", " if (server_id !== undefined) {\n", " // Clean up Bokeh references\n", " var cmd = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n", " cell.notebook.kernel.execute(cmd, {\n", " iopub: {\n", " output: function(msg) {\n", " var id = msg.content.text.trim();\n", " if (id in Bokeh.index) {\n", " Bokeh.index[id].model.document.clear();\n", " delete Bokeh.index[id];\n", " }\n", " }\n", " }\n", " });\n", " // Destroy server and session\n", " var cmd = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n", " cell.notebook.kernel.execute(cmd);\n", " }\n", " }\n", "\n", " /**\n", " * Handle when a new output is added\n", " */\n", " function handleAddOutput(event, handle) {\n", " var output_area = handle.output_area;\n", " var output = handle.output;\n", "\n", " // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n", " if ((output.output_type != \"display_data\") || (!output.data.hasOwnProperty(EXEC_MIME_TYPE))) {\n", " return\n", " }\n", "\n", " var toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n", "\n", " if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n", " toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n", " // store reference to embed id on output_area\n", " output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n", " }\n", " 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].firstChild.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", " function register_renderer(events, OutputArea) {\n", "\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[toinsert.length - 1]);\n", " element.append(toinsert);\n", " return toinsert\n", " }\n", "\n", " /* Handle when an output is cleared or removed */\n", " events.on('clear_output.CodeCell', handleClearOutput);\n", " events.on('delete.Cell', handleClearOutput);\n", "\n", " /* Handle when a new output is added */\n", " events.on('output_added.OutputArea', handleAddOutput);\n", "\n", " /**\n", " * Register the mime type and append_mime function with output_area\n", " */\n", " OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n", " /* Is output safe? */\n", " safe: true,\n", " /* Index of renderer in `output_area.display_order` */\n", " index: 0\n", " });\n", " }\n", "\n", " // register the mime type if in Jupyter Notebook environment and previously unregistered\n", " if (root.Jupyter !== undefined) {\n", " var events = require('base/js/events');\n", " var OutputArea = require('notebook/js/outputarea').OutputArea;\n", "\n", " if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n", " register_renderer(events, OutputArea);\n", " }\n", " }\n", "\n", " \n", " if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n", " root._bokeh_timeout = Date.now() + 5000;\n", " root._bokeh_failed_load = false;\n", " }\n", "\n", " var NB_LOAD_WARNING = {'data': {'text/html':\n", " \"
\\n\"+\n", " \"

\\n\"+\n", " \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n", " \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n", " \"

\\n\"+\n", " \"\\n\"+\n", " \"\\n\"+\n", " \"from bokeh.resources import INLINE\\n\"+\n", " \"output_notebook(resources=INLINE)\\n\"+\n", " \"\\n\"+\n", " \"
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t=e,n=(r=a)[0],o=r[1],void(!(n in t)&&o in t&&(t[n]=t[o],3===r.length&&(t[n]=r[2](t[n]))));var t,r,n,o}),e.long0||!e.longc||\"Albers_Conic_Equal_Area\"!==e.projName&&\"Lambert_Azimuthal_Equal_Area\"!==e.projName||(e.long0=e.longc),e.lat_ts||!e.lat1||\"Stereographic_South_Pole\"!==e.projName&&\"Polar Stereographic (variant B)\"!==e.projName||(e.lat0=i(e.lat1>0?90:-90),e.lat_ts=e.lat1)}(_.output),n(a,_.output)}},\n", " function _(n,r,i){r.exports=function(n,r){var i,o;if(n=n||{},!r)return n;for(o in r)void 0!==(i=r[o])&&(n[o]=i);return n}},\n", " function _(n,o,t){var r=[n(144),n(150)],e={},a=[];function i(n,o){var t=a.length;return n.names?(a[t]=n,n.names.forEach(function(n){e[n.toLowerCase()]=t}),this):(console.log(o),!0)}t.add=i,t.get=function(n){if(!n)return!1;var o=n.toLowerCase();return void 0!==e[o]&&a[e[o]]?a[e[o]]:void 0},t.start=function(){r.forEach(i)}},\n", " function _(t,s,i){var h=t(145),a=Math.PI/2,e=57.29577951308232,r=t(146),n=Math.PI/4,l=t(148),o=t(149);i.init=function(){var t=this.b/this.a;this.es=1-t*t,\"x0\"in this||(this.x0=0),\"y0\"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=h(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var s,i,h=t.x,o=t.y;if(o*e>90&&o*e<-90&&h*e>180&&h*e<-180)return null;if(Math.abs(Math.abs(o)-a)<=1e-10)return null;if(this.sphere)s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0+this.a*this.k0*Math.log(Math.tan(n+.5*o));else{var M=Math.sin(o),u=l(this.e,o,M);s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0-this.a*this.k0*Math.log(u)}return t.x=s,t.y=i,t},i.inverse=function(t){var s,i,h=t.x-this.x0,e=t.y-this.y0;if(this.sphere)i=a-2*Math.atan(Math.exp(-e/(this.a*this.k0)));else{var n=Math.exp(-e/(this.a*this.k0));if(-9999===(i=o(this.e,n)))return null}return s=r(this.long0+h/(this.a*this.k0)),t.x=s,t.y=i,t},i.names=[\"Mercator\",\"Popular Visualisation Pseudo Mercator\",\"Mercator_1SP\",\"Mercator_Auxiliary_Sphere\",\"merc\"]},\n", " function _(t,n,r){n.exports=function(t,n,r){var o=t*n;return r/Math.sqrt(1-o*o)}},\n", " function _(t,n,a){var r=2*Math.PI,o=t(147);n.exports=function(t){return Math.abs(t)<=3.14159265359?t:t-o(t)*r}},\n", " function _(n,t,o){t.exports=function(n){return n<0?-1:1}},\n", " function _(t,a,n){var r=Math.PI/2;a.exports=function(t,a,n){var o=t*n,h=.5*t;return o=Math.pow((1-o)/(1+o),h),Math.tan(.5*(r-a))/o}},\n", " function _(a,t,n){var r=Math.PI/2;t.exports=function(a,t){for(var n,h,M=.5*a,o=r-2*Math.atan(t),e=0;e<=15;e++)if(n=a*Math.sin(o),o+=h=r-2*Math.atan(t*Math.pow((1-n)/(1+n),M))-o,Math.abs(h)<=1e-10)return o;return-9999}},\n", " function _(n,i,t){function e(n){return n}t.init=function(){},t.forward=e,t.inverse=e,t.names=[\"longlat\",\"identity\"]},\n", " function _(r,e,t){var n=r(152);t.eccentricity=function(r,e,t,n){var a=r*r,c=e*e,f=(a-c)/a,i=0;return n?(a=(r*=1-f*(.16666666666666666+f*(.04722222222222222+.022156084656084655*f)))*r,f=0):i=Math.sqrt(f),{es:f,e:i,ep2:(a-c)/c}},t.sphere=function(r,e,t,a,c){if(!r){var f=n[a];f||(f=n.WGS84),r=f.a,e=f.b,t=f.rf}return t&&!e&&(e=(1-1/t)*r),(0===t||Math.abs(r-e)<1e-10)&&(c=!0,e=r),{a:r,b:e,rf:t,sphere:c}}},\n", " function _(e,a,l){l.MERIT={a:6378137,rf:298.257,ellipseName:\"MERIT 1983\"},l.SGS85={a:6378136,rf:298.257,ellipseName:\"Soviet Geodetic System 85\"},l.GRS80={a:6378137,rf:298.257222101,ellipseName:\"GRS 1980(IUGG, 1980)\"},l.IAU76={a:6378140,rf:298.257,ellipseName:\"IAU 1976\"},l.airy={a:6377563.396,b:6356256.91,ellipseName:\"Airy 1830\"},l.APL4={a:6378137,rf:298.25,ellipseName:\"Appl. 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p=1,u=2,r=4,_=5,d=484813681109536e-20;m.exports=function(a,m,t,s,e,n){var o={};return o.datum_type=r,a&&\"none\"===a&&(o.datum_type=_),m&&(o.datum_params=m.map(parseFloat),0===o.datum_params[0]&&0===o.datum_params[1]&&0===o.datum_params[2]||(o.datum_type=p),o.datum_params.length>3&&(0===o.datum_params[3]&&0===o.datum_params[4]&&0===o.datum_params[5]&&0===o.datum_params[6]||(o.datum_type=u,o.datum_params[3]*=d,o.datum_params[4]*=d,o.datum_params[5]*=d,o.datum_params[6]=o.datum_params[6]/1e6+1))),o.a=t,o.b=s,o.es=e,o.ep2=n,o}},\n", " function _(t,e,r){var m=.017453292519943295,a=57.29577951308232,o=1,u=2,n=t(156),d=t(158),y=t(134),_=t(159);e.exports=function t(e,r,x){var i;return Array.isArray(x)&&(x=_(x)),e.datum&&r.datum&&function(t,e){return(t.datum.datum_type===o||t.datum.datum_type===u)&&\"WGS84\"!==e.datumCode||(e.datum.datum_type===o||e.datum.datum_type===u)&&\"WGS84\"!==t.datumCode}(e,r)&&(x=t(e,i=new y(\"WGS84\"),x),e=i),\"enu\"!==e.axis&&(x=d(e,!1,x)),\"longlat\"===e.projName?x={x:x.x*m,y:x.y*m}:(e.to_meter&&(x={x:x.x*e.to_meter,y:x.y*e.to_meter}),x=e.inverse(x)),e.from_greenwich&&(x.x+=e.from_greenwich),x=n(e.datum,r.datum,x),r.from_greenwich&&(x={x:x.x-r.grom_greenwich,y:x.y}),\"longlat\"===r.projName?x={x:x.x*a,y:x.y*a}:(x=r.forward(x),r.to_meter&&(x={x:x.x/r.to_meter,y:x.y/r.to_meter})),\"enu\"!==r.axis?d(r,!0,x):x}},\n", " function _(t,e,a){var u=1,m=2,o=t(157);function c(t){return t===u||t===m}e.exports=function(t,e,a){return o.compareDatums(t,e)?a:5===t.datum_type||5===e.datum_type?a:t.es!==e.es||t.a!==e.a||c(t.datum_type)||c(e.datum_type)?(a=o.geodeticToGeocentric(a,t.es,t.a),c(t.datum_type)&&(a=o.geocentricToWgs84(a,t.datum_type,t.datum_params)),c(e.datum_type)&&(a=o.geocentricFromWgs84(a,e.datum_type,e.datum_params)),o.geocentricToGeodetic(a,e.es,e.a,e.b)):a}},\n", " function _(a,t,r){var m=Math.PI/2;r.compareDatums=function(a,t){return a.datum_type===t.datum_type&&(!(a.a!==t.a||Math.abs(this.es-t.es)>5e-11)&&(1===a.datum_type?this.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]:2!==a.datum_type||a.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]&&a.datum_params[3]===t.datum_params[3]&&a.datum_params[4]===t.datum_params[4]&&a.datum_params[5]===t.datum_params[5]&&a.datum_params[6]===t.datum_params[6]))},r.geodeticToGeocentric=function(a,t,r){var s,u,e,n,d=a.x,i=a.y,p=a.z?a.z:0;if(i<-m&&i>-1.001*m)i=-m;else if(i>m&&i<1.001*m)i=m;else if(i<-m||i>m)return null;return d>Math.PI&&(d-=2*Math.PI),u=Math.sin(i),n=Math.cos(i),e=u*u,{x:((s=r/Math.sqrt(1-t*e))+p)*n*Math.cos(d),y:(s+p)*n*Math.sin(d),z:(s*(1-t)+p)*u}},r.geocentricToGeodetic=function(a,t,r,s){var u,e,n,d,i,p,_,h,o,y,c,z,M,x,f,g=a.x,l=a.y,q=a.z?a.z:0;if(u=Math.sqrt(g*g+l*l),e=Math.sqrt(g*g+l*l+q*q),u/r<1e-12){if(x=0,e/r<1e-12)return m,f=-s,{x:a.x,y:a.y,z:a.z}}else x=Math.atan2(l,g);n=q/e,h=(d=u/e)*(1-t)*(i=1/Math.sqrt(1-t*(2-t)*d*d)),o=n*i,M=0;do{M++,p=t*(_=r/Math.sqrt(1-t*o*o))/(_+(f=u*h+q*o-_*(1-t*o*o))),z=(c=n*(i=1/Math.sqrt(1-p*(2-p)*d*d)))*h-(y=d*(1-p)*i)*o,h=y,o=c}while(z*z>1e-24&&M<30);return{x:x,y:Math.atan(c/Math.abs(y)),z:f}},r.geocentricToWgs84=function(a,t,r){if(1===t)return{x:a.x+r[0],y:a.y+r[1],z:a.z+r[2]};if(2===t){var m=r[0],s=r[1],u=r[2],e=r[3],n=r[4],d=r[5],i=r[6];return{x:i*(a.x-d*a.y+n*a.z)+m,y:i*(d*a.x+a.y-e*a.z)+s,z:i*(-n*a.x+e*a.y+a.z)+u}}},r.geocentricFromWgs84=function(a,t,r){if(1===t)return{x:a.x-r[0],y:a.y-r[1],z:a.z-r[2]};if(2===t){var m=r[0],s=r[1],u=r[2],e=r[3],n=r[4],d=r[5],i=r[6],p=(a.x-m)/i,_=(a.y-s)/i,h=(a.z-u)/i;return{x:p+d*_-n*h,y:-d*p+_+e*h,z:n*p-e*_+h}}}},\n", " function _(e,a,r){a.exports=function(e,a,r){var s,c,i,n=r.x,o=r.y,t=r.z||0,u={};for(i=0;i<3;i++)if(!a||2!==i||void 0!==r.z)switch(0===i?(s=n,c=\"x\"):1===i?(s=o,c=\"y\"):(s=t,c=\"z\"),e.axis[i]){case\"e\":u[c]=s;break;case\"w\":u[c]=-s;break;case\"n\":u[c]=s;break;case\"s\":u[c]=-s;break;case\"u\":void 0!==r[c]&&(u.z=s);break;case\"d\":void 0!==r[c]&&(u.z=-s);break;default:return null}return u}},\n", " function _(n,t,e){t.exports=function(n){var t={x:n[0],y:n[1]};return n.length>2&&(t.z=n[2]),n.length>3&&(t.m=n[3]),t}},\n", " function _(e,t,n){var i=e(113),r=e(161),o=e(165),l=e(121),u=e(166),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.visuals=new o.Visuals(this.model),this._has_finished=!0},Object.defineProperty(t.prototype,\"plot_view\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"plot_model\",{get:function(){return this.parent.model},enumerable:!0,configurable:!0}),t.prototype.request_render=function(){this.plot_view.request_render()},t.prototype.map_to_screen=function(e,t){return this.plot_view.map_to_screen(e,t,this.model.x_range_name,this.model.y_range_name)},Object.defineProperty(t.prototype,\"needs_clip\",{get:function(){return!1},enumerable:!0,configurable:!0}),t.prototype.notify_finished=function(){this.plot_view.notify_finished()},Object.defineProperty(t.prototype,\"has_webgl\",{get:function(){return!1},enumerable:!0,configurable:!0}),t}(r.DOMView);n.RendererView=_,_.__name__=\"RendererView\";var p=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Renderer=function(){this.define({level:[l.RenderLevel],visible:[l.Boolean,!0]})},t}(u.Model);n.Renderer=p,p.__name__=\"Renderer\",p.init_Renderer()},\n", " function _(e,t,n){var i=e(113),r=e(162),o=e(163),s=e(164),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this._has_finished=!1,this.el=this._createElement()},t.prototype.remove=function(){o.removeElement(this.el),e.prototype.remove.call(this)},t.prototype.css_classes=function(){return[]},t.prototype.cursor=function(e,t){return null},t.prototype.render=function(){},t.prototype.renderTo=function(e){e.appendChild(this.el),this.render()},t.prototype.has_finished=function(){return this._has_finished},Object.defineProperty(t.prototype,\"_root_element\",{get:function(){return o.parent(this.el,\".\"+s.bk_root)||document.body},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_idle\",{get:function(){return this.has_finished()},enumerable:!0,configurable:!0}),t.prototype._createElement=function(){return o.createElement(this.tagName,{class:this.css_classes()})},t}(r.View);n.DOMView=p,p.__name__=\"DOMView\",p.prototype.tagName=\"div\"},\n", " function _(t,e,n){var o=t(113),i=t(116),r=t(109),a=t(127),s=function(t){function e(e){var n=t.call(this)||this;if(n.removed=new i.Signal0(n,\"removed\"),null==e.model)throw new Error(\"model of a view wasn't configured\");return n.model=e.model,n._parent=e.parent,n.id=e.id||a.uniqueId(),n.initialize(),!1!==e.connect_signals&&n.connect_signals(),n}return o.__extends(e,t),e.prototype.initialize=function(){},e.prototype.remove=function(){this._parent=void 0,this.disconnect_signals(),this.removed.emit()},e.prototype.toString=function(){return this.model.type+\"View(\"+this.id+\")\"},e.prototype.serializable_state=function(){return{type:this.model.type}},Object.defineProperty(e.prototype,\"parent\",{get:function(){if(void 0!==this._parent)return this._parent;throw new Error(\"parent of a view wasn't configured\")},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"is_root\",{get:function(){return null===this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"root\",{get:function(){return this.is_root?this:this.parent.root},enumerable:!0,configurable:!0}),e.prototype.assert_root=function(){if(!this.is_root)throw new Error(this.toString()+\" is not a root layout\")},e.prototype.connect_signals=function(){},e.prototype.disconnect_signals=function(){i.Signal.disconnectReceiver(this)},e.prototype.on_change=function(t,e){for(var n=0,o=r.isArray(t)?t:[t];n\":case\"vertical_wave\":_.moveTo(n,0),_.lineTo(3*n,c),_.lineTo(n,l),_.stroke();break;case\"*\":case\"criss_cross\":h(_,l),o(_,l,c),s(_,l,c)}return r}var r=function(){function e(e,t){void 0===t&&(t=\"\"),this.obj=e,this.prefix=t,this.cache={};for(var a=0,i=this.attrs;a0){var n=t[l];return null==n&&(t[l]=n=new e(l,o)),n}throw new TypeError(\"Logger.get() expects a non-empty string name and an optional log-level\")},Object.defineProperty(e.prototype,\"level\",{get:function(){return this.get_level()},enumerable:!0,configurable:!0}),e.prototype.get_level=function(){return this._log_level},e.prototype.set_level=function(l){if(l instanceof r)this._log_level=l;else{if(!n.isString(l)||null==e.log_levels[l])throw new Error(\"Logger.set_level() expects a log-level object or a string name of a log-level\");this._log_level=e.log_levels[l]}var o=\"[\"+this._name+\"]\";for(var t in e.log_levels){e.log_levels[t].levele?a.slice(-e):a}if(l.isTypedArray(t)){var i=t.length+n.length;if(null!=e&&i>e){var r=i-e,o=t.length;a=void 0;t.length0?this.selected_glyphs[0]:null},enumerable:!0,configurable:!0}),e.prototype.add_to_selected_glyphs=function(i){this.selected_glyphs.push(i)},e.prototype.update=function(i,e,t){this.final=e,t?this.update_through_union(i):(this.indices=i.indices,this.line_indices=i.line_indices,this.selected_glyphs=i.selected_glyphs,this.get_view=i.get_view,this.multiline_indices=i.multiline_indices,this.image_indices=i.image_indices)},e.prototype.clear=function(){this.final=!0,this.indices=[],this.line_indices=[],this.multiline_indices={},this.get_view=function(){return null},this.selected_glyphs=[]},e.prototype.is_empty=function(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length},e.prototype.update_through_union=function(i){this.indices=l.union(i.indices,this.indices),this.selected_glyphs=l.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=l.union(i.line_indices,this.line_indices),this.get_view()||(this.get_view=i.get_view),this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)},e.prototype.update_through_intersection=function(i){this.indices=l.intersection(i.indices,this.indices),this.selected_glyphs=l.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=l.union(i.line_indices,this.line_indices),this.get_view()||(this.get_view=i.get_view),this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)},e}(s.Model);t.Selection=d,d.__name__=\"Selection\",d.init_Selection()},\n", " function _(e,t,i){var n=e(113),o=e(115),r=e(173),s=e(175),c=e(192),l=e(121),p=function(e){function t(t){var i=e.call(this,t)||this;return i.inspectors={},i}return n.__extends(t,e),t.init_SelectionManager=function(){this.internal({source:[l.Any]})},t.prototype.select=function(e,t,i,n){void 0===n&&(n=!1);for(var o=[],r=[],l=0,p=e;l0){d=this.source.selection_policy.hit_test(t,o);a=a||this.source.selection_policy.do_selection(d,this.source,i,n)}return a},t.prototype.inspect=function(e,t){var i=!1;if(e instanceof s.GlyphRendererView){if(null!=(o=e.hit_test(t))){i=!o.is_empty();var n=this.get_or_create_inspector(e.model);n.update(o,!0,!1),this.source.setv({inspected:n},{silent:!0}),this.source.inspect.emit([e,{geometry:t}])}}else if(e instanceof c.GraphRendererView){var o=e.model.inspection_policy.hit_test(t,e);i=i||e.model.inspection_policy.do_inspection(o,t,e,!1,!1)}return i},t.prototype.clear=function(e){this.source.selected.clear(),null!=e&&this.get_or_create_inspector(e.model).clear()},t.prototype.get_or_create_inspector=function(e){return null==this.inspectors[e.id]&&(this.inspectors[e.id]=new r.Selection),this.inspectors[e.id]},t}(o.HasProps);i.SelectionManager=p,p.__name__=\"SelectionManager\",p.init_SelectionManager()},\n", " function _(e,t,i){var n=e(113),l=e(176),s=e(177),h=e(187),r=e(188),o=e(190),a=e(191),d=e(167),c=e(121),_=e(114),p=e(110),u=e(125),g=e(184),y={fill:{},line:{}},m={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},v={fill:{fill_alpha:.2},line:{}},f=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this);var t=this.model.glyph,i=p.includes(t.mixins,\"fill\"),n=p.includes(t.mixins,\"line\"),l=u.clone(t.attributes);function s(e){var s=u.clone(l);return i&&u.extend(s,e.fill),n&&u.extend(s,e.line),new t.constructor(s)}delete l.id,this.glyph=this.build_glyph_view(t);var h=this.model.selection_glyph;null==h?h=s({fill:{},line:{}}):\"auto\"===h&&(h=s(y)),this.selection_glyph=this.build_glyph_view(h);var r=this.model.nonselection_glyph;null==r?r=s({fill:{},line:{}}):\"auto\"===r&&(r=s(v)),this.nonselection_glyph=this.build_glyph_view(r);var o=this.model.hover_glyph;null!=o&&(this.hover_glyph=this.build_glyph_view(o));var a=this.model.muted_glyph;null!=a&&(this.muted_glyph=this.build_glyph_view(a));var d=s(m);this.decimated_glyph=this.build_glyph_view(d),this.xscale=this.plot_view.frame.xscales[this.model.x_range_name],this.yscale=this.plot_view.frame.yscales[this.model.y_range_name],this.set_data(!1)},t.prototype.build_glyph_view=function(e){return new e.default_view({model:e,parent:this})},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.request_render()}),this.connect(this.model.glyph.change,function(){return t.set_data()}),this.connect(this.model.data_source.change,function(){return t.set_data()}),this.connect(this.model.data_source.streaming,function(){return t.set_data()}),this.connect(this.model.data_source.patching,function(e){return t.set_data(!0,e)}),this.connect(this.model.data_source.selected.change,function(){return t.request_render()}),this.connect(this.model.data_source._select,function(){return t.request_render()}),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,function(){return t.request_render()}),this.connect(this.model.properties.view.change,function(){return t.set_data()}),this.connect(this.model.view.change,function(){return t.set_data()}),this.connect(this.model.properties.visible.change,function(){return t.plot_view.update_dataranges()});var i=this.plot_view.frame,n=i.x_ranges,l=i.y_ranges;for(var s in n){(h=n[s])instanceof g.FactorRange&&this.connect(h.change,function(){return t.set_data()})}for(var s in l){var h;(h=l[s])instanceof g.FactorRange&&this.connect(h.change,function(){return t.set_data()})}this.connect(this.model.glyph.transformchange,function(){return t.set_data()})},t.prototype.have_selection_glyphs=function(){return null!=this.selection_glyph&&null!=this.nonselection_glyph},t.prototype.set_data=function(e,t){void 0===e&&(e=!0),void 0===t&&(t=null);var i=Date.now(),n=this.model.data_source;this.all_indices=this.model.view.indices,this.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.glyph.set_data(n,this.all_indices,t),this.glyph.set_visuals(n),this.decimated_glyph.set_visuals(n),this.have_selection_glyphs()&&(this.selection_glyph.set_visuals(n),this.nonselection_glyph.set_visuals(n)),null!=this.hover_glyph&&this.hover_glyph.set_visuals(n),null!=this.muted_glyph&&this.muted_glyph.set_visuals(n);var l=this.plot_model.lod_factor;this.decimated=[];for(var s=0,h=Math.floor(this.all_indices.length/l);s0?w[\"1d\"].indices:_.map(Object.keys(w[\"2d\"].indices),function(e){return parseInt(e)})),x=_.filter(a,function(t){return 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t=0,i=n;to&&(e=(t=[o,e])[0],o=t[1]),r>a&&(r=(i=[a,r])[0],a=i[1]),{x0:e,y0:r,x1:o,y1:a}},Object.defineProperty(n.prototype,\"bbox\",{get:function(){if(null==this.index)return r.empty();var n=this.index;return{x0:n.minX,y0:n.minY,x1:n.maxX,y1:n.maxY}},enumerable:!0,configurable:!0}),n.prototype.search=function(n){var t=this;if(null==this.index)return[];var i=this._normalize(n),e=i.x0,r=i.y0,o=i.x1,a=i.y1;return this.index.search(e,r,o,a).map(function(n){return t.points[n]})},n.prototype.indices=function(n){return this.search(n).map(function(n){return n.i})},n}();i.SpatialIndex=o,o.__name__=\"SpatialIndex\"},\n", " function _(t,s,i){var e,h;e=this,h=function(){\"use strict\";var t=function(){this.ids=[],this.values=[],this.length=0};t.prototype.clear=function(){this.length=this.ids.length=this.values.length=0},t.prototype.push=function(t,s){this.ids.push(t),this.values.push(s);for(var i=this.length++;i>0;){var e=i-1>>1,h=this.values[e];if(s>=h)break;this.ids[i]=this.ids[e],this.values[i]=h,i=e}this.ids[i]=t,this.values[i]=s},t.prototype.pop=function(){if(0!==this.length){var t=this.ids[0];if(this.length--,this.length>0){for(var s=this.ids[0]=this.ids[this.length],i=this.values[0]=this.values[this.length],e=this.length>>1,h=0;h=i)break;this.ids[h]=o,this.values[h]=a,h=r}this.ids[h]=s,this.values[h]=i}return this.ids.pop(),this.values.pop(),t}},t.prototype.peek=function(){return this.ids[0]},t.prototype.peekValue=function(){return this.values[0]};var s=[Int8Array,Uint8Array,Uint8ClampedArray,Int16Array,Uint16Array,Int32Array,Uint32Array,Float32Array,Float64Array],i=function(i,e,h,r){if(void 0===e&&(e=16),void 0===h&&(h=Float64Array),void 0===i)throw new Error(\"Missing required argument: numItems.\");if(isNaN(i)||i<=0)throw new Error(\"Unpexpected numItems value: \"+i+\".\");this.numItems=+i,this.nodeSize=Math.min(Math.max(+e,2),65535);var n=i,o=n;this._levelBounds=[4*n];do{o+=n=Math.ceil(n/this.nodeSize),this._levelBounds.push(4*o)}while(1!==n);this.ArrayType=h||Float64Array,this.IndexArrayType=o<16384?Uint16Array:Uint32Array;var a=s.indexOf(this.ArrayType),u=4*o*this.ArrayType.BYTES_PER_ELEMENT;if(a<0)throw new Error(\"Unexpected typed array class: \"+h+\".\");r&&r instanceof ArrayBuffer?(this.data=r,this._boxes=new this.ArrayType(this.data,8,4*o),this._indices=new this.IndexArrayType(this.data,8+u,o),this._pos=4*o,this.minX=this._boxes[this._pos-4],this.minY=this._boxes[this._pos-3],this.maxX=this._boxes[this._pos-2],this.maxY=this._boxes[this._pos-1]):(this.data=new ArrayBuffer(8+u+o*this.IndexArrayType.BYTES_PER_ELEMENT),this._boxes=new this.ArrayType(this.data,8,4*o),this._indices=new this.IndexArrayType(this.data,8+u,o),this._pos=0,this.minX=1/0,this.minY=1/0,this.maxX=-1/0,this.maxY=-1/0,new Uint8Array(this.data,0,2).set([251,48+a]),new Uint16Array(this.data,2,1)[0]=e,new Uint32Array(this.data,4,1)[0]=i),this._queue=new t};function e(t,s,i){return t>1;s[h]>t?e=h:i=h+1}return s[i]}function r(t,s,i,e,h){var r=t[e];t[e]=t[h],t[h]=r;var n=4*e,o=4*h,a=s[n],u=s[n+1],p=s[n+2],d=s[n+3];s[n]=s[o],s[n+1]=s[o+1],s[n+2]=s[o+2],s[n+3]=s[o+3],s[o]=a,s[o+1]=u,s[o+2]=p,s[o+3]=d;var _=i[e];i[e]=i[h],i[h]=_}function n(t,s){var i=t^s,e=65535^i,h=65535^(t|s),r=t&(65535^s),n=i|e>>1,o=i>>1^i,a=h>>1^e&r>>1^h,u=i&h>>1^r>>1^r;o=(i=n)&(e=o)>>2^e&(i^e)>>2,a^=i&(h=a)>>2^e&(r=u)>>2,u^=e&h>>2^(i^e)&r>>2,o=(i=n=i&i>>2^e&e>>2)&(e=o)>>4^e&(i^e)>>4,a^=i&(h=a)>>4^e&(r=u)>>4,u^=e&h>>4^(i^e)&r>>4,a^=(i=n=i&i>>4^e&e>>4)&(h=a)>>8^(e=o)&(r=u)>>8;var p=t^s,d=(e=(u^=e&h>>8^(i^e)&r>>8)^u>>1)|65535^(p|(i=a^a>>1));return((d=1431655765&((d=858993459&((d=252645135&((d=16711935&(d|d<<8))|d<<4))|d<<2))|d<<1))<<1|(p=1431655765&((p=858993459&((p=252645135&((p=16711935&(p|p<<8))|p<<4))|p<<2))|p<<1)))>>>0}return i.from=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Data must be an instance of ArrayBuffer.\");var e=new Uint8Array(t,0,2),h=e[0],r=e[1];if(251!==h)throw new Error(\"Data does not appear to be in a Flatbush format.\");if(r>>4!=3)throw new Error(\"Got v\"+(r>>4)+\" data when expected v3.\");var n=new Uint16Array(t,2,1)[0],o=new Uint32Array(t,4,1)[0];return new i(o,n,s[15&r],t)},i.prototype.add=function(t,s,i,e){var h=this._pos>>2;this._indices[h]=h,this._boxes[this._pos++]=t,this._boxes[this._pos++]=s,this._boxes[this._pos++]=i,this._boxes[this._pos++]=e,tthis.maxX&&(this.maxX=i),e>this.maxY&&(this.maxY=e)},i.prototype.finish=function(){if(this._pos>>2!==this.numItems)throw new Error(\"Added \"+(this._pos>>2)+\" items when expected \"+this.numItems+\".\");for(var t=this.maxX-this.minX,s=this.maxY-this.minY,i=new Uint32Array(this.numItems),e=0;e=n)return;var o=s[h+n>>1];var a=h-1;var u=n+1;for(;;){do{a++}while(s[a]o);if(a>=u)break;r(s,i,e,a,u)}t(s,i,e,h,u);t(s,i,e,u+1,n)}(i,this._boxes,this._indices,0,this.numItems-1);for(var f=0,l=0;fm&&(m=E),I>c&&(c=I)}this._indices[this._pos>>2]=b,this._boxes[this._pos++]=x,this._boxes[this._pos++]=y,this._boxes[this._pos++]=m,this._boxes[this._pos++]=c}},i.prototype.search=function(t,s,i,e,h){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");for(var r=this._boxes.length-4,n=this._levelBounds.length-1,o=[],a=[];void 0!==r;){for(var u=Math.min(r+4*this.nodeSize,this._levelBounds[n]),p=r;p>2];ithis._boxes[p+2]||s>this._boxes[p+3]||(r<4*this.numItems?(void 0===h||h(d))&&a.push(d):(o.push(d),o.push(n-1))))}n=o.pop(),r=o.pop()}return a},i.prototype.neighbors=function(t,s,i,r,n){if(void 0===i&&(i=1/0),void 0===r&&(r=1/0),this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");for(var o=this._boxes.length-4,a=this._queue,u=[],p=r*r;void 0!==o;){for(var d=Math.min(o+4*this.nodeSize,h(o,this._levelBounds)),_=o;_>2],l=e(t,this._boxes[_],this._boxes[_+2]),v=e(s,this._boxes[_+1],this._boxes[_+3]),x=l*l+v*v;o<4*this.numItems?(void 0===n||n(f))&&a.push(-f-1,x):a.push(f,x)}for(;a.length&&a.peek()<0;){if(a.peekValue()>p)return a.clear(),u;if(u.push(-a.pop()-1),u.length===i)return a.clear(),u}o=a.pop()}return a.clear(),u},i},\"object\"==typeof i&&void 0!==s?s.exports=h():\"function\"==typeof define&&define.amd?define(h):(e=e||self).Flatbush=h()},\n", " function _(t,e,r){var i=Math.min,n=Math.max;r.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},r.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},r.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},r.union=function(t,e){return{x0:i(t.x0,e.x0),x1:n(t.x1,e.x1),y0:i(t.y0,e.y0),y1:n(t.y1,e.y1)}};var o=function(){function t(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if(\"x0\"in t){var e=t.x0,r=t.y0,i=t.x1,n=t.y1;if(!(e<=i&&r<=n))throw new Error(\"invalid bbox {x0: \"+e+\", y0: \"+r+\", x1: \"+i+\", y1: \"+n+\"}\");this.x0=e,this.y0=r,this.x1=i,this.y1=n}else if(\"x\"in t){var o=t.x,h=t.y,u=t.width,y=t.height;if(!(u>=0&&y>=0))throw new Error(\"invalid bbox {x: \"+o+\", y: \"+h+\", width: \"+u+\", height: \"+y+\"}\");this.x0=o,this.y0=h,this.x1=o+u,this.y1=h+y}else{var f=void 0,s=void 0,c=void 0,p=void 0;if(\"width\"in t)if(\"left\"in t)s=(f=t.left)+t.width;else if(\"right\"in t)f=(s=t.right)-t.width;else{var b=t.width/2;f=t.hcenter-b,s=t.hcenter+b}else f=t.left,s=t.right;if(\"height\"in t)if(\"top\"in t)p=(c=t.top)+t.height;else if(\"bottom\"in t)c=(p=t.bottom)-t.height;else{var a=t.height/2;c=t.vcenter-a,p=t.vcenter+a}else c=t.top,p=t.bottom;if(!(f<=s&&c<=p))throw new Error(\"invalid bbox {left: \"+f+\", top: \"+c+\", right: \"+s+\", bottom: \"+p+\"}\");this.x0=f,this.y0=c,this.x1=s,this.y1=p}}return t.prototype.toString=function(){return\"BBox({left: \"+this.left+\", top: \"+this.top+\", width: \"+this.width+\", height: \"+this.height+\"})\"},Object.defineProperty(t.prototype,\"left\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"top\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"right\",{get:function(){return this.x1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"bottom\",{get:function(){return this.y1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"p0\",{get:function(){return[this.x0,this.y0]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"p1\",{get:function(){return[this.x1,this.y1]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"x\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"width\",{get:function(){return this.x1-this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"height\",{get:function(){return this.y1-this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rect\",{get:function(){return{x0:this.x0,y0:this.y0,x1:this.x1,y1:this.y1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"box\",{get:function(){return{x:this.x,y:this.y,width:this.width,height:this.height}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"h_range\",{get:function(){return{start:this.x0,end:this.x1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"v_range\",{get:function(){return{start:this.y0,end:this.y1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ranges\",{get:function(){return[this.h_range,this.v_range]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"aspect\",{get:function(){return this.width/this.height},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"hcenter\",{get:function(){return(this.left+this.right)/2},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"vcenter\",{get:function(){return(this.top+this.bottom)/2},enumerable:!0,configurable:!0}),t.prototype.contains=function(t,e){return t>=this.x0&&t<=this.x1&&e>=this.y0&&e<=this.y1},t.prototype.clip=function(t,e){return tthis.x1&&(t=this.x1),ethis.y1&&(e=this.y1),[t,e]},t.prototype.union=function(e){return new t({x0:i(this.x0,e.x0),y0:i(this.y0,e.y0),x1:n(this.x1,e.x1),y1:n(this.y1,e.y1)})},t.prototype.equals=function(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1},Object.defineProperty(t.prototype,\"xview\",{get:function(){var t=this;return{compute:function(e){return t.left+e},v_compute:function(e){for(var r=new Float64Array(e.length),i=t.left,n=0;nt.x1&&(t.x1=n.x1)}for(var r=0,s=this.index.search(o.positive_y());rt.y1&&(t.y1=a.y1)}return this._bounds(t)},i.prototype.get_anchor_point=function(t,e,i){var n=i[0],r=i[1];switch(t){case\"center\":return{x:this.scenterx(e,n,r),y:this.scentery(e,n,r)};default:return null}},i.prototype.sdist=function(t,e,i,n,r){var s,o;void 0===n&&(n=\"edge\"),void 0===r&&(r=!1);var a=e.length;if(\"center\"==n){var h=c.map(i,function(t){return t/2});s=new Float64Array(a);for(var _=0;_1?r:{x:n.x+i*(r.x-n.x),y:n.y+i*(r.y-n.y)})}r.point_in_poly=function(t,n,r,e){for(var i=!1,o=r[r.length-1],u=e[e.length-1],a=0;a0&&_<1&&h>0&&h<1,x:t+_*(r-t),y:n+_*(e-n)}}},\n", " function _(t,n,r){var e=t(113),i=t(185),a=t(121),s=t(114),o=t(110),p=t(109);function u(t,n,r){void 0===r&&(r=0);for(var e={},i=0;ithis.end},enumerable:!0,configurable:!0}),n}(a.Model);e.Range=r,r.__name__=\"Range\",r.init_Range()},\n", " function _(e,t,i){var n=e(183);i.generic_line_legend=function(e,t,i,n){var r=i.x0,a=i.x1,l=i.y0,c=i.y1;t.save(),t.beginPath(),t.moveTo(r,(l+c)/2),t.lineTo(a,(l+c)/2),e.line.doit&&(e.line.set_vectorize(t,n),t.stroke()),t.restore()},i.generic_area_legend=function(e,t,i,n){var r=i.x0,a=i.x1,l=i.y0,c=i.y1,o=.1*Math.abs(a-r),s=.1*Math.abs(c-l),_=r+o,v=a-o,h=l+s,x=c-s;e.fill.doit&&(e.fill.set_vectorize(t,n),t.fillRect(_,h,v-_,x-h)),null!=e.hatch&&e.hatch.doit&&(e.hatch.set_vectorize(t,n),t.fillRect(_,h,v-_,x-h)),e.line&&e.line.doit&&(t.beginPath(),t.rect(_,h,v-_,x-h),e.line.set_vectorize(t,n),t.stroke())},i.line_interpolation=function(e,t,i,r,a,l){var c,o,s,_,v,h,x,y,f,d,g=t.sx,m=t.sy;\"point\"==t.type?(f=(c=e.yscale.r_invert(m-1,m+1))[0],d=c[1],x=(o=e.xscale.r_invert(g-1,g+1))[0],y=o[1]):\"v\"==t.direction?(f=(s=e.yscale.r_invert(m,m))[0],d=s[1],x=(_=[Math.min(i-1,a-1),Math.max(i+1,a+1)])[0],y=_[1]):(x=(v=e.xscale.r_invert(g,g))[0],y=v[1],f=(h=[Math.min(r-1,l-1),Math.max(r+1,l+1)])[0],d=h[1]);var u=n.check_2_segments_intersect(x,f,y,d,i,r,a,l);return[u.x,u.y]}},\n", " function _(t,i,e){var n=t(113),s=t(178),l=t(186),o=t(183),r=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._inner_loop=function(t,i,e,n,s){for(var l=0,o=i;l=0;s--)t.lineTo(i[s],n[s]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,i){var n=this,r=i.sx1,s=i.sx2,o=i.sy;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,s,o,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner(t,r,s,o,t.fill)},function(){return n.renderer.request_render()})},e.prototype._hit_point=function(t){for(var e=this,i=o.create_empty_hit_test_result(),n=this.sy.length,r=new Float64Array(2*n),s=new Float64Array(2*n),a=0,h=n;a=0;s--)t.lineTo(e[s],n[s]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,i){var n=this,r=i.sx,s=i.sy1,o=i.sy2;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,s,o,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner(t,r,s,o,t.fill)},function(){return n.renderer.request_render()})},e.prototype.scenterx=function(t){return this.sx[t]},e.prototype.scentery=function(t){return(this.sy1[t]+this.sy2[t])/2},e.prototype._hit_point=function(t){for(var e=this,i=o.create_empty_hit_test_result(),n=this.sx.length,r=new Float64Array(2*n),s=new Float64Array(2*n),a=0,h=n;a0?this.indices=r.intersection.apply(this,n):this.source instanceof u.ColumnarDataSource&&(this.indices=this.source.get_indices()),this.indices_map_to_subset()},n.prototype.indices_map_to_subset=function(){this.indices_map={};for(var i=0;i0){for(var l=n[0],o=0,_=n;o<_.length;o++){var s=_[o];l.update_through_intersection(s)}return l}return null},e}(u);n.IntersectRenderers=i,i.__name__=\"IntersectRenderers\";var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.hit_test=function(t,e){for(var n=[],r=0,u=e;r0){for(var l=n[0],o=0,_=n;o<_.length;o++){var s=_[o];l.update_through_union(s)}return l}return null},e}(u);n.UnionRenderers=l,l.__name__=\"UnionRenderers\"},\n", " function _(r,n,t){var a=r(109),e=r(197);function i(r){for(var n=new Uint8Array(r.buffer,r.byteOffset,2*r.length),t=0,a=n.length;t=0||r.indexOf(\"Trident\")>0||r.indexOf(\"Edge\")>0,e.is_mobile=\"undefined\"!=typeof window&&(\"ontouchstart\"in window||navigator.maxTouchPoints>0),e.is_little_endian=function(){var n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;var e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e}()},\n", " function _(n,t,r){r.concat=function(n){for(var t=[],r=1;r=0;t--)e.lineTo(this._upper_sx[t],this._upper_sy[t]);e.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_value(e),e.fill()),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(t=0,i=this._lower_sx.length;tthis.sleft&&tthis.stop&&is||(d[r].push(h[p]),d[a].push(0));for(p=0,f=m.length;ps||(c[r].push(m[p]),c[a].push(0));var g={major:this._format_major_labels(d[r],h)},v={major:[[],[]],minor:[[],[]]};return v.major[r]=i.v_compute(d[r]),v.minor[r]=i.v_compute(c[r]),v.major[a]=d[a],v.minor[a]=c[a],\"vertical\"==this.model.orientation&&(v.major[r]=u.map(v.major[r],function(e){return t-e}),v.minor[r]=u.map(v.minor[r],function(e){return t-e})),{coords:v,labels:g}},e}(r.AnnotationView);i.ColorBarView=g,g.__name__=\"ColorBarView\";var v=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_ColorBar=function(){this.prototype.default_view=g,this.mixins([\"text:major_label_\",\"text:title_\",\"line:major_tick_\",\"line:minor_tick_\",\"line:border_\",\"line:bar_\",\"fill:background_\"]),this.define({location:[m.Any,\"top_right\"],orientation:[m.Orientation,\"vertical\"],title:[m.String],title_standoff:[m.Number,2],width:[m.Any,\"auto\"],height:[m.Any,\"auto\"],scale_alpha:[m.Number,1],ticker:[m.Instance,function(){return new a.BasicTicker}],formatter:[m.Instance,function(){return new n.BasicTickFormatter}],major_label_overrides:[m.Any,{}],color_mapper:[m.Instance],label_standoff:[m.Number,5],margin:[m.Number,30],padding:[m.Number,10],major_tick_in:[m.Number,5],major_tick_out:[m.Number,0],minor_tick_in:[m.Number,0],minor_tick_out:[m.Number,0]}),this.override({background_fill_color:\"#ffffff\",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_align:\"center\",major_label_text_baseline:\"middle\",major_label_text_font_size:\"8pt\",major_tick_line_color:\"#ffffff\",minor_tick_line_color:null,title_text_font_size:\"10pt\",title_text_font_style:\"italic\"})},e}(r.Annotation);i.ColorBar=v,v.__name__=\"ColorBar\",v.init_ColorBar()},\n", " function _(i,n,c){var e=i(113),t=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n}(i(205).AdaptiveTicker);c.BasicTicker=t,t.__name__=\"BasicTicker\"},\n", " function _(t,i,a){var e=t(113),n=t(206),s=t(110),r=t(121);var h=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_AdaptiveTicker=function(){this.define({base:[r.Number,10],mantissas:[r.Array,[1,2,5]],min_interval:[r.Number,0],max_interval:[r.Number]})},i.prototype.initialize=function(){t.prototype.initialize.call(this);var i=s.nth(this.mantissas,-1)/this.base,a=s.nth(this.mantissas,0)*this.base;this.extended_mantissas=e.__spreadArrays([i],this.mantissas,[a]),this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()},i.prototype.get_interval=function(t,i,a){var e,n,r=i-t,h=this.get_ideal_interval(t,i,a),_=Math.floor((e=h/this.base_factor,void 0===(n=this.base)&&(n=Math.E),Math.log(e)/Math.log(n))),o=Math.pow(this.base,_)*this.base_factor,m=this.extended_mantissas,c=m.map(function(t){return Math.abs(a-r/(t*o))});return function(t,i,a){return Math.max(i,Math.min(a,t))}(m[s.argmin(c)]*o,this.get_min_interval(),this.get_max_interval())},i}(n.ContinuousTicker);a.AdaptiveTicker=h,h.__name__=\"AdaptiveTicker\",h.init_AdaptiveTicker()},\n", " function _(t,n,i){var r=t(113),e=t(207),o=t(121),u=t(110),_=t(109),s=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_ContinuousTicker=function(){this.define({num_minor_ticks:[o.Number,5],desired_num_ticks:[o.Number,6]})},n.prototype.get_ticks=function(t,n,i,r,e){return this.get_ticks_no_defaults(t,n,r,this.desired_num_ticks)},n.prototype.get_ticks_no_defaults=function(t,n,i,r){var e=this.get_interval(t,n,r),o=Math.floor(t/e),s=Math.ceil(n/e),a=(_.isStrictNaN(o)||_.isStrictNaN(s)?[]:u.range(o,s+1)).map(function(t){return t*e}).filter(function(i){return t<=i&&i<=n}),c=this.num_minor_ticks,l=[];if(c>0&&a.length>0){for(var f=e/c,h=u.range(0,c).map(function(t){return t*f}),m=0,p=h.slice(1);m=2&&(t=Math.abs(i[1]-i[0])/1e4);var r=!1;if(this.use_scientific)for(var n=0,o=i;nt&&(l>=this.scientific_limit_high||l<=this.scientific_limit_low)){r=!0;break}}var s=new Array(i.length),f=this.precision;if(null==f||a.isNumber(f))if(r)for(var h=0,_=i.length;h<_;h++)s[h]=i[h].toExponential(f||void 0);else for(h=0,_=i.length;h<_;h++)s[h]=i[h].toFixed(f||void 0).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\");else for(var p=this.last_precision,u=this.last_precision<=15;u?p<=15:p>=15;u?p++:p--){var m=!0;if(r){for(h=0,_=i.length;h<_;h++)if(s[h]=i[h].toExponential(p),h>0&&s[h]===s[h-1]){m=!1;break}if(m)break}else{for(h=0,_=i.length;h<_;h++)if(s[h]=i[h].toFixed(p).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\"),h>0&&s[h]==s[h-1]){m=!1;break}if(m)break}if(m){this.last_precision=p;break}}return s},e}(n.TickFormatter);t.BasicTickFormatter=c,c.__name__=\"BasicTickFormatter\",c.init_BasicTickFormatter()},\n", " function _(t,n,r){var e=t(113),i=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n}(t(166).Model);r.TickFormatter=i,i.__name__=\"TickFormatter\"},\n", " function _(o,n,l){var r=o(113),t=o(211),i=o(114),e=function(o){function n(n){return o.call(this,n)||this}return r.__extends(n,o),n.prototype._v_compute=function(o,n,l,r){for(var t=r.nan_color,e=r.low_color,h=r.high_color,a=null!=this.low?this.low:i.min(o),u=null!=this.high?this.high:i.max(o),_=l.length-1,s=1/(u-a),c=1/l.length,p=0,f=o.length;p_?null!=h?h:l[_]:l[m]}else n[p]=l[_]}},n}(t.ContinuousColorMapper);l.LinearColorMapper=e,e.__name__=\"LinearColorMapper\"},\n", " function _(o,r,i){var l=o(113),n=o(212),t=o(121),u=function(o){function r(r){return o.call(this,r)||this}return l.__extends(r,o),r.init_ContinuousColorMapper=function(){this.define({high:[t.Number],low:[t.Number],high_color:[t.Color],low_color:[t.Color]})},r.prototype._colors=function(r){return Object.assign(Object.assign({},o.prototype._colors.call(this,r)),{low_color:null!=this.low_color?r(this.low_color):void 0,high_color:null!=this.high_color?r(this.high_color):void 0})},r}(n.ColorMapper);i.ContinuousColorMapper=u,u.__name__=\"ContinuousColorMapper\",u.init_ContinuousColorMapper()},\n", " function _(t,r,n){var e=t(113),o=t(213),i=t(121),a=t(109),u=t(123),_=t(197);function c(t){return a.isNumber(t)?t:(\"#\"!=t[0]&&(t=u.color2hex(t)),9!=t.length&&(t+=\"ff\"),parseInt(t.slice(1),16))}function l(t){for(var r=new Uint32Array(t.length),n=0,e=t.length;nr.x?-1:t.x==r.x?0:1}):o.sort(function(t,r){return t.xthis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];var r=s.find_last_index(this._x_sorted,function(r){return rthis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}var e;switch(this.mode){case\"after\":e=s.find_last_index(this._x_sorted,function(e){return t>=e});break;case\"before\":e=s.find_index(this._x_sorted,function(e){return t<=e});break;case\"center\":var r=this._x_sorted.map(function(e){return Math.abs(e-t)}),n=s.min(r);e=s.find_index(r,function(t){return n===t});break;default:throw new Error(\"unknown mode: \"+this.mode)}return-1!=e?this._y_sorted[e]:NaN},e}(i.Interpolator);r.StepInterpolator=_,_.__name__=\"StepInterpolator\",_.init_StepInterpolator()},\n", " function _(t,e,a){var r=t(113),o=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.prototype.compute=function(t){var e,a=this._compute_state(),r=a[0],o=a[1],n=a[2],i=a[3];if(0==n)e=0;else{var h=(Math.log(t)-i)/n;e=isFinite(h)?h*r+o:NaN}return e},e.prototype.v_compute=function(t){var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=new Float64Array(t.length);if(0==o)for(var h=0;h0?(this.el.style.top=y+\"px\",this.el.style.left=b+\"px\"):l.undisplay(this.el)}},e}(o.AnnotationView);i.TooltipView=c,c.__name__=\"TooltipView\";var d=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_Tooltip=function(){this.prototype.default_view=c,this.define({attachment:[a.TooltipAttachment,\"horizontal\"],inner_only:[a.Boolean,!0],show_arrow:[a.Boolean,!0]}),this.override({level:\"overlay\"}),this.internal({data:[a.Any,[]],custom:[a.Any]})},e.prototype.clear=function(){this.data=[]},e.prototype.add=function(t,e,i){this.data=this.data.concat([[t,e,i]])},e}(o.Annotation);i.Tooltip=d,d.__name__=\"Tooltip\",d.init_Tooltip()},\n", " function _(o,t,n){o(164),o(163).styles.append('.bk-root {\\n /* Same border color used everywhere */\\n /* Gray of icons */\\n}\\n.bk-root .bk-tooltip {\\n font-weight: 300;\\n font-size: 12px;\\n position: absolute;\\n padding: 5px;\\n border: 1px solid #e5e5e5;\\n color: #2f2f2f;\\n background-color: white;\\n pointer-events: none;\\n opacity: 0.95;\\n z-index: 100;\\n}\\n.bk-root .bk-tooltip > div:not(:first-child) {\\n /* gives space when multiple elements are being hovered over */\\n margin-top: 5px;\\n border-top: #e5e5e5 1px dashed;\\n}\\n.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before {\\n position: absolute;\\n margin: -7px 0 0 0;\\n top: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 7px 0 7px 0;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n left: -10px;\\n border-right-width: 10px;\\n border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-left::before {\\n left: -10px;\\n border-right-width: 10px;\\n border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after {\\n position: absolute;\\n margin: -7px 0 0 0;\\n top: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 7px 0 7px 0;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n right: -10px;\\n border-left-width: 10px;\\n border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right::after {\\n right: -10px;\\n border-left-width: 10px;\\n border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-above::before {\\n position: absolute;\\n margin: 0 0 0 -7px;\\n left: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 0 7px 0 7px;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n top: -10px;\\n border-bottom-width: 10px;\\n border-bottom-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-below::after {\\n position: absolute;\\n margin: 0 0 0 -7px;\\n left: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 0 7px 0 7px;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n bottom: -10px;\\n border-top-width: 10px;\\n border-top-color: #909599;\\n}\\n.bk-root .bk-tooltip-row-label {\\n text-align: right;\\n color: #26aae1;\\n /* blue from toolbar highlighting */\\n}\\n.bk-root .bk-tooltip-row-value {\\n color: default;\\n /* seems to be necessary for notebook */\\n}\\n.bk-root .bk-tooltip-color-block {\\n width: 12px;\\n height: 12px;\\n margin-left: 5px;\\n margin-right: 5px;\\n outline: #dddddd solid 1px;\\n display: inline-block;\\n}\\n'),n.bk_tooltip=\"bk-tooltip\",n.bk_tooltip_arrow=\"bk-tooltip-arrow\",n.bk_tooltip_custom=\"bk-tooltip-custom\",n.bk_tooltip_row_label=\"bk-tooltip-row-label\",n.bk_tooltip_row_value=\"bk-tooltip-row-value\",n.bk_tooltip_color_block=\"bk-tooltip-color-block\"},\n", " function _(b,e,k){b(163).styles.append(\"\"),k.bk_active=\"bk-active\",k.bk_inline=\"bk-inline\",k.bk_left=\"bk-left\",k.bk_right=\"bk-right\",k.bk_above=\"bk-above\",k.bk_below=\"bk-below\",k.bk_up=\"bk-up\",k.bk_down=\"bk-down\",k.bk_side=function(b){switch(b){case\"above\":return k.bk_above;case\"below\":return k.bk_below;case\"left\":return k.bk_left;case\"right\":return k.bk_right}}},\n", " function _(e,t,i){var s=e(113),n=e(131),r=e(170),o=e(169),a=e(121),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.set_data(this.model.source)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.patching,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.change,function(){return t.set_data(t.model.source)})},t.prototype.set_data=function(t){e.prototype.set_data.call(this,t),this.visuals.warm_cache(t),this.plot_view.request_render()},t.prototype._map_data=function(){var e,t,i,s=this.plot_view.frame,n=this.model.dimension,r=s.xscales[this.model.x_range_name],o=s.yscales[this.model.y_range_name],a=\"height\"==n?o:r,h=\"height\"==n?r:o,_=\"height\"==n?s.yview:s.xview,l=\"height\"==n?s.xview:s.yview;e=\"data\"==this.model.properties.lower.units?a.v_compute(this._lower):_.v_compute(this._lower),t=\"data\"==this.model.properties.upper.units?a.v_compute(this._upper):_.v_compute(this._upper),i=\"data\"==this.model.properties.base.units?h.v_compute(this._base):l.v_compute(this._base);var u=\"height\"==n?[1,0]:[0,1],p=u[0],c=u[1],d=[e,i],m=[t,i];this._lower_sx=d[p],this._lower_sy=d[c],this._upper_sx=m[p],this._upper_sy=m[c]},t.prototype.render=function(){if(this.model.visible){this._map_data();var e=this.plot_view.canvas_view.ctx;if(this.visuals.line.doit)for(var t=0,i=this._lower_sx.length;tu&&(u=b)}return u>0&&(u+=a),u},Object.defineProperty(t.prototype,\"normals\",{get:function(){return this.panel.normals},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"dimension\",{get:function(){return this.panel.dimension},enumerable:!0,configurable:!0}),t.prototype.compute_labels=function(e){for(var t=this.model.formatter.doFormat(e,this),i=0;i_(l-c)?(a=u(h(n,o),l),r=h(u(n,o),c)):(a=h(n,o),r=u(n,o)),[a,r]}throw new Error(\"user bounds '\"+t+\"' not understood\")},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rule_coords\",{get:function(){var e=this.dimension,t=(e+1)%2,i=this.ranges[0],a=this.computed_bounds,r=a[0],n=a[1],o=[new Array(2),new Array(2)];return o[e][0]=Math.max(r,i.min),o[e][1]=Math.min(n,i.max),o[e][0]>o[e][1]&&(o[e][0]=o[e][1]=NaN),o[t][0]=this.loc,o[t][1]=this.loc,o},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"tick_coords\",{get:function(){for(var e=this.dimension,t=(e+1)%2,i=this.ranges[0],a=this.computed_bounds,r=a[0],n=a[1],o=this.model.ticker.get_ticks(r,n,i,this.loc,{}),s=o.major,l=o.minor,_=[[],[]],h=[[],[]],u=[i.min,i.max],c=u[0],d=u[1],m=0;md||(_[e].push(s[m]),_[t].push(this.loc));for(m=0;md||(h[e].push(l[m]),h[t].push(this.loc));return{major:_,minor:h}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"loc\",{get:function(){var e=this.model.fixed_location;if(null!=e){if(s.isNumber(e))return e;var t=this.ranges[1];if(t instanceof l.FactorRange)return t.synthetic(e);throw new Error(\"unexpected\")}var i=this.ranges[1];switch(this.panel.side){case\"left\":case\"below\":return i.start;case\"right\":case\"above\":return i.end}},enumerable:!0,configurable:!0}),t.prototype.serializable_state=function(){return Object.assign(Object.assign({},e.prototype.serializable_state.call(this)),{bbox:this.layout.bbox.box})},t}(r.GuideRendererView);i.AxisView=c,c.__name__=\"AxisView\";var d=function(e){function t(t){return e.call(this,t)||this}return a.__extends(t,e),t.init_Axis=function(){this.prototype.default_view=c,this.mixins([\"line:axis_\",\"line:major_tick_\",\"line:minor_tick_\",\"text:major_label_\",\"text:axis_label_\"]),this.define({bounds:[n.Any,\"auto\"],ticker:[n.Instance],formatter:[n.Instance],x_range_name:[n.String,\"default\"],y_range_name:[n.String,\"default\"],axis_label:[n.String,\"\"],axis_label_standoff:[n.Int,5],major_label_standoff:[n.Int,5],major_label_orientation:[n.Any,\"horizontal\"],major_label_overrides:[n.Any,{}],major_tick_in:[n.Number,2],major_tick_out:[n.Number,6],minor_tick_in:[n.Number,0],minor_tick_out:[n.Number,4],fixed_location:[n.Any,null]}),this.override({axis_line_color:\"black\",major_tick_line_color:\"black\",minor_tick_line_color:\"black\",major_label_text_font_size:\"8pt\",major_label_text_align:\"center\",major_label_text_baseline:\"alphabetic\",axis_label_text_font_size:\"10pt\",axis_label_text_font_style:\"italic\"})},t}(r.GuideRenderer);i.Axis=d,d.__name__=\"Axis\",d.init_Axis()},\n", " function _(e,n,r){var i=e(113),t=e(160),d=function(e){function n(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(n,e),n}(t.RendererView);r.GuideRendererView=d,d.__name__=\"GuideRendererView\";var u=function(e){function n(n){return e.call(this,n)||this}return i.__extends(n,e),n.init_GuideRenderer=function(){this.override({level:\"overlay\"})},n}(t.Renderer);r.GuideRenderer=u,u.__name__=\"GuideRenderer\",u.init_GuideRenderer()},\n", " function _(t,o,e){var i=t(113),r=t(243),s=t(246),a=t(247),n=t(121),l=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype._render=function(t,o,e){this._draw_group_separators(t,o,e)},o.prototype._draw_group_separators=function(t,o,e){var i,r=this.ranges[0],s=this.computed_bounds,a=s[0],n=s[1];if(r.tops&&!(r.tops.length<2)&&this.visuals.separator_line.doit){for(var l=this.dimension,_=(l+1)%2,u=[[],[]],p=0,h=0;ha&&f1&&(l.tops[o]=n.tops,l.tops[e]=n.tops.map(function(o){return t.loc})),l},enumerable:!0,configurable:!0}),o}(r.AxisView);e.CategoricalAxisView=l,l.__name__=\"CategoricalAxisView\";var _=function(t){function o(o){return t.call(this,o)||this}return i.__extends(o,t),o.init_CategoricalAxis=function(){this.prototype.default_view=l,this.mixins([\"line:separator_\",\"text:group_\",\"text:subgroup_\"]),this.define({group_label_orientation:[n.Any,\"parallel\"],subgroup_label_orientation:[n.Any,\"parallel\"]}),this.override({ticker:function(){return new s.CategoricalTicker},formatter:function(){return new a.CategoricalTickFormatter},separator_line_color:\"lightgrey\",separator_line_width:2,group_text_font_style:\"bold\",group_text_font_size:\"8pt\",group_text_color:\"grey\",subgroup_text_font_style:\"bold\",subgroup_text_font_size:\"8pt\"})},o}(r.Axis);e.CategoricalAxis=_,_.__name__=\"CategoricalAxis\",_.init_CategoricalAxis()},\n", " function _(t,c,r){var e=t(113),o=function(t){function c(c){return t.call(this,c)||this}return e.__extends(c,t),c.prototype.get_ticks=function(t,c,r,e,o){return{major:this._collect(r.factors,r,t,c),minor:[],tops:this._collect(r.tops||[],r,t,c),mids:this._collect(r.mids||[],r,t,c)}},c.prototype._collect=function(t,c,r,e){for(var o=[],i=0,n=t;ir&&l=60?\"minsec\":\"seconds\";case!(e<3600):return r>=3600?\"hourmin\":\"minutes\";case!(e<86400):return\"hours\";case!(e<2678400):return\"days\";case!(e<31536e3):return\"months\";default:return\"years\"}},r.prototype.doFormat=function(t,r){if(0==t.length)return[];for(var e=Math.abs(t[t.length-1]-t[0])/1e3,s=e/(t.length-1),i=this._get_resolution_str(s,e),n=this._width_formats[i][1][0],a=[],u=f.indexOf(i),c={},m=0,l=f;m=T-g;--c)for(o=0,a=s.length;o=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return i&&((l=/^(.*)\\/(.*)$/.exec(u.format))?i.abbrev=l[i.save?2:1]:i.abbrev=u.format.replace(/%s/,i.rule.letter)),i||u}function n(e,n){return\"UTC\"==e.zone?n:(e.entry=t(e,\"posix\",n),n+e.entry.offset+e.entry.save)}function 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this.convert([t,this[this.locale].time12||\"%I:%M:%S\"])},X:function(e,t){return this.convert([t,this[this.locale].time24])},c:function(e,t){return this.convert([t,this[this.locale].dateTime])},convert:function(e){if(!e.length)return\"1.0.22\";var t,a,u,l,s,c=Object.create(this),f=[];for(t=0;t=o?Math.floor((n-o)/7)+1:0}function c(e){var t,n,r;return n=e.getUTCFullYear(),t=new Date(Date.UTC(n,0)).getUTCDay(),(r=s(e,1)+(t>1&&t<=4?1:0))?53!=r||4==t||3==t&&29==new Date(n,1,29).getDate()?[r,e.getUTCFullYear()]:[1,e.getUTCFullYear()+1]:(n=e.getUTCFullYear()-1,[r=4==(t=new Date(Date.UTC(n,0)).getUTCDay())||3==t&&29==new Date(n,1,29).getDate()?53:52,e.getUTCFullYear()-1])}return u=u.toLowerCase().split(\"|\"),\"delmHMSUWVgCIky\".replace(/./g,function(e){a[e].pad=2}),a.N.pad=9,a.j.pad=3,a.k.style=\"_\",a.l.style=\"_\",a.e.style=\"_\",function(){return a.convert(arguments)}})},\n", " function _(r,n,e){var t=r(113),i=r(254),u=r(255),a=r(252),f=r(127),o=r(109);function l(r){for(var 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t=(a=e.toString()).split(\"e\")[0],i=a.split(\"e\")[1],a=t.split(\".\")[0]+(r=t.split(\".\")[1]||\"\")+s(i-r.length),n>0&&(a+=\".\"+s(n)),a}(e,n):(t(e*o)/o).toFixed(n),r&&(i=new RegExp(\"0{1,\"+r+\"}$\"),a=a.replace(i,\"\")),a}function d(e,n,t){return n.indexOf(\"$\")>-1?function(e,n,t){var r,a,l=n,u=l.indexOf(\"$\"),c=l.indexOf(\"(\"),s=l.indexOf(\"+\"),f=l.indexOf(\"-\"),d=\"\",p=\"\";-1===l.indexOf(\"$\")?\"infix\"===i[o].currency.position?(p=i[o].currency.symbol,i[o].currency.spaceSeparated&&(p=\" \"+p+\" \")):i[o].currency.spaceSeparated&&(d=\" \"):l.indexOf(\" $\")>-1?(d=\" \",l=l.replace(\" $\",\"\")):l.indexOf(\"$ \")>-1?(d=\" \",l=l.replace(\"$ 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r}(e,n,t):n.indexOf(\":\")>-1?function(e){var n=Math.floor(e/60/60),t=Math.floor((e-60*n*60)/60),r=Math.round(e-60*n*60-60*t);return n+\":\"+(t<10?\"0\"+t:t)+\":\"+(r<10?\"0\"+r:r)}(e):h(e,n,t)}function h(e,n,t,r){var a,u,c,s,d,h,p,m,x,g,O,b,w,y,M,v,$,B=!1,E=!1,F=!1,k=\"\",U=!1,N=!1,S=!1,j=!1,D=!1,C=\"\",L=\"\",T=Math.abs(e),K=[\"B\",\"KiB\",\"MiB\",\"GiB\",\"TiB\",\"PiB\",\"EiB\",\"ZiB\",\"YiB\"],G=[\"B\",\"KB\",\"MB\",\"GB\",\"TB\",\"PB\",\"EB\",\"ZB\",\"YB\"],I=\"\",P=!1,R=!1;if(0===e&&null!==l)return l;if(!isFinite(e))return\"\"+e;if(0===n.indexOf(\"{\")){var W=n.indexOf(\"}\");if(-1===W)throw Error('Format should also contain a \"}\"');b=n.slice(1,W),n=n.slice(W+1)}else b=\"\";if(n.indexOf(\"}\")===n.length-1){var Y=n.indexOf(\"{\");if(-1===Y)throw Error('Format should also contain a \"{\"');w=n.slice(Y+1,-1),n=n.slice(0,Y+1)}else 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function _(t,e,i){var n=t(113),r=t(204),a=t(259),_=t(260),c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.interval=_.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,i,n){var r=_.last_year_no_later_than(new Date(t)).getUTCFullYear(),a=_.last_year_no_later_than(new Date(e)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,a,i,n).major.map(function(t){return Date.UTC(t,0,1)}).filter(function(i){return t<=i&&i<=e}),minor:[]}},e}(a.SingleIntervalTicker);i.YearsTicker=c,c.__name__=\"YearsTicker\"},\n", " function _(i,n,t){var e=i(113),o=i(243),r=i(248),u=i(264),s=i(265),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(o.AxisView);t.LogAxisView=_,_.__name__=\"LogAxisView\";var c=function(i){function n(n){return i.call(this,n)||this}return 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n(s,this)},r.prototype.setLineDash=function(t){t&&t.length>0?this.lineDash=t.join(\",\"):this.lineDash=null},r.prototype.drawFocusRing=function(){},r.prototype.createImageData=function(){},r.prototype.getImageData=function(){},r.prototype.putImageData=function(){},r.prototype.globalCompositeOperation=function(){},r.prototype.setTransform=function(){},\"object\"==typeof window&&(window.C2S=r),\"object\"==typeof e&&\"object\"==typeof e.exports&&(e.exports=r)}()},\n", " function _(e,t,a){var r=e(113),n=e(279),s=e(215),i=e(224),_=e(225),o=e(280),c=e(184),g=function(e){function t(t,a,r,n,s,i){void 0===s&&(s={}),void 0===i&&(i={});var _=e.call(this)||this;return _.x_scale=t,_.y_scale=a,_.x_range=r,_.y_range=n,_.extra_x_ranges=s,_.extra_y_ranges=i,_._configure_scales(),_}return r.__extends(t,e),t.prototype.map_to_screen=function(e,t,a,r){return void 0===a&&(a=\"default\"),void 0===r&&(r=\"default\"),[this.xscales[a].v_compute(e),this.yscales[r].v_compute(t)]},t.prototype._get_ranges=function(e,t){var a={};if(a.default=e,null!=t)for(var r in t)a[r]=t[r];return a},t.prototype._get_scales=function(e,t,a){var r={};for(var g in t){var l=t[g];if(l instanceof o.DataRange1d||l instanceof _.Range1d){if(!(e instanceof i.LogScale||e instanceof s.LinearScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);if(e instanceof n.CategoricalScale)throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type)}if(l instanceof c.FactorRange&&!(e instanceof n.CategoricalScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);e instanceof i.LogScale&&l instanceof o.DataRange1d&&(l.scale_hint=\"log\");var f=e.clone();f.setv({source_range:l,target_range:a}),r[g]=f}return r},t.prototype._configure_frame_ranges=function(){this._h_target=new _.Range1d({start:this._left.value,end:this._right.value}),this._v_target=new _.Range1d({start:this._bottom.value,end:this._top.value})},t.prototype._configure_scales=function(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._xscales=this._get_scales(this.x_scale,this._x_ranges,this._h_target),this._yscales=this._get_scales(this.y_scale,this._y_ranges,this._v_target)},t.prototype._update_scales=function(){for(var e in this._configure_frame_ranges(),this._xscales){this._xscales[e].target_range=this._h_target}for(var e in this._yscales){this._yscales[e].target_range=this._v_target}},t.prototype._set_geometry=function(t,a){e.prototype._set_geometry.call(this,t,a),this._update_scales()},Object.defineProperty(t.prototype,\"x_ranges\",{get:function(){return this._x_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y_ranges\",{get:function(){return this._y_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"xscales\",{get:function(){return this._xscales},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"yscales\",{get:function(){return this._yscales},enumerable:!0,configurable:!0}),t}(e(282).LayoutItem);a.CartesianFrame=g,g.__name__=\"CartesianFrame\"},\n", " function _(t,e,c){var n=t(113),o=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.compute=function(e){return t.prototype.compute.call(this,this.source_range.synthetic(e))},e.prototype.v_compute=function(e){return t.prototype.v_compute.call(this,this.source_range.v_synthetic(e))},e}(t(215).LinearScale);c.CategoricalScale=o,o.__name__=\"CategoricalScale\"},\n", " function _(t,i,n){var e=t(113),a=t(281),r=t(175),s=t(167),o=t(121),l=t(181),_=t(110),d=function(t){function i(i){var n=t.call(this,i)||this;return n._plot_bounds={},n.have_updated_interactively=!1,n}return e.__extends(i,t),i.init_DataRange1d=function(){this.define({start:[o.Number],end:[o.Number],range_padding:[o.Number,.1],range_padding_units:[o.PaddingUnits,\"percent\"],flipped:[o.Boolean,!1],follow:[o.StartEnd],follow_interval:[o.Number],default_span:[o.Number,2],only_visible:[o.Boolean,!1]}),this.internal({scale_hint:[o.String,\"auto\"]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span},Object.defineProperty(i.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),i.prototype.computed_renderers=function(){var t=this.names,i=this.renderers;if(0==i.length)for(var n=0,e=this.plots;n0&&(i=i.filter(function(i){return _.includes(t,i.name)})),s.logger.debug(\"computed \"+i.length+\" renderers for DataRange1d \"+this.id);for(var o=0,l=i;ou&&(\"start\"==this.follow?a=e+h*u:\"end\"==this.follow&&(e=a-h*u)),[e,a]},i.prototype.update=function(t,i,n,e){if(!this.have_updated_interactively){var a=this.computed_renderers(),r=this._compute_plot_bounds(a,t);null!=e&&(r=this.adjust_bounds_for_aspect(r,e)),this._plot_bounds[n]=r;var s=this._compute_min_max(this._plot_bounds,i),o=s[0],l=s[1],_=this._compute_range(o,l),d=_[0],h=_[1];null!=this._initial_start&&(\"log\"==this.scale_hint?this._initial_start>0&&(d=this._initial_start):d=this._initial_start),null!=this._initial_end&&(\"log\"==this.scale_hint?this._initial_end>0&&(h=this._initial_end):h=this._initial_end);var u=[this.start,this.end],p=u[0],g=u[1];if(d!=p||h!=g){var f={};d!=p&&(f.start=d),h!=g&&(f.end=h),this.setv(f)}\"auto\"==this.bounds&&this.setv({bounds:[d,h]},{silent:!0}),this.change.emit()}},i.prototype.reset=function(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()},i}(a.DataRange);n.DataRange1d=d,d.__name__=\"DataRange1d\",d.init_DataRange1d()},\n", " function _(n,a,e){var t=n(113),i=n(185),r=n(121),_=function(n){function a(a){return n.call(this,a)||this}return t.__extends(a,n),a.init_DataRange=function(){this.define({names:[r.Array,[]],renderers:[r.Array,[]]})},a}(i.Range);e.DataRange=_,_.__name__=\"DataRange\",_.init_DataRange()},\n", " function _(a,o,t){var r=a(283);t.Sizeable=r.Sizeable;var e=a(284);t.Layoutable=e.Layoutable,t.LayoutItem=e.LayoutItem;var n=a(285);t.HStack=n.HStack,t.VStack=n.VStack,t.AnchorLayout=n.AnchorLayout;var c=a(286);t.Grid=c.Grid,t.Row=c.Row,t.Column=c.Column;var i=a(287);t.ContentBox=i.ContentBox,t.VariadicBox=i.VariadicBox},\n", " function _(t,h,i){var e=Math.min,n=Math.max,o=function(){function t(t){void 0===t&&(t={}),this.width=null!=t.width?t.width:0,this.height=null!=t.height?t.height:0}return t.prototype.bounded_to=function(h){var i=h.width,e=h.height;return new t({width:this.width==1/0&&null!=i?i:this.width,height:this.height==1/0&&null!=e?e:this.height})},t.prototype.expanded_to=function(h){var i=h.width,e=h.height;return new t({width:i!=1/0?n(this.width,i):this.width,height:e!=1/0?n(this.height,e):this.height})},t.prototype.expand_to=function(t){var h=t.width,i=t.height;this.width=n(this.width,h),this.height=n(this.height,i)},t.prototype.narrowed_to=function(h){var i=h.width,n=h.height;return new t({width:e(this.width,i),height:e(this.height,n)})},t.prototype.narrow_to=function(t){var h=t.width,i=t.height;this.width=e(this.width,h),this.height=e(this.height,i)},t.prototype.grow_by=function(h){var i=h.left,e=h.right,n=h.top,o=h.bottom;return new t({width:this.width+i+e,height:this.height+n+o})},t.prototype.shrink_by=function(h){var i=h.left,e=h.right,o=h.top,r=h.bottom;return new t({width:n(this.width-i-e,0),height:n(this.height-o-r,0)})},t.prototype.map=function(h,i){return new t({width:h(this.width),height:(null!=i?i:h)(this.height)})},t}();i.Sizeable=o,o.__name__=\"Sizeable\"},\n", " function _(i,t,e){var h=i(113),n=i(283),r=i(181),s=Math.min,o=Math.max,g=Math.round,u=function(){function i(){this._bbox=new r.BBox,this._inner_bbox=new r.BBox;var i=this;this._top={get value(){return i.bbox.top}},this._left={get value(){return i.bbox.left}},this._width={get value(){return i.bbox.width}},this._height={get value(){return i.bbox.height}},this._right={get value(){return i.bbox.right}},this._bottom={get value(){return i.bbox.bottom}},this._hcenter={get value(){return i.bbox.hcenter}},this._vcenter={get value(){return i.bbox.vcenter}}}return Object.defineProperty(i.prototype,\"bbox\",{get:function(){return this._bbox},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"inner_bbox\",{get:function(){return this._inner_bbox},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"sizing\",{get:function(){return this._sizing},enumerable:!0,configurable:!0}),i.prototype.set_sizing=function(i){var t=i.width_policy||\"fit\",e=i.width,h=null!=i.min_width?i.min_width:0,n=null!=i.max_width?i.max_width:1/0,r=i.height_policy||\"fit\",s=i.height,o=null!=i.min_height?i.min_height:0,g=null!=i.max_height?i.max_height:1/0,u=i.aspect,a=i.margin||{top:0,right:0,bottom:0,left:0},l=!1!==i.visible,_=i.halign||\"start\",d=i.valign||\"start\";this._sizing={width_policy:t,min_width:h,width:e,max_width:n,height_policy:r,min_height:o,height:s,max_height:g,aspect:u,margin:a,visible:l,halign:_,valign:d,size:{width:e,height:s},min_size:{width:h,height:o},max_size:{width:n,height:g}},this._init()},i.prototype._init=function(){},i.prototype._set_geometry=function(i,t){this._bbox=i,this._inner_bbox=t},i.prototype.set_geometry=function(i,t){this._set_geometry(i,t||i)},i.prototype.is_width_expanding=function(){return\"max\"==this.sizing.width_policy},i.prototype.is_height_expanding=function(){return\"max\"==this.sizing.height_policy},i.prototype.apply_aspect=function(i,t){var e=t.width,h=t.height,n=this.sizing.aspect;if(null!=n){var r=this.sizing,s=r.width_policy,o=r.height_policy;if(\"fixed\"!=s&&\"fixed\"!=o)if(s==o){var u=e,a=g(e/n),l=g(h*n),_=h;Math.abs(i.width-u)+Math.abs(i.height-a)<=Math.abs(i.width-l)+Math.abs(i.height-_)?(e=u,h=a):(e=l,h=_)}else!function(i,t){var e={max:4,fit:3,min:2,fixed:1};return e[i]>e[t]}(s,o)?e=g(h*n):h=g(e/n);else\"fixed\"==s?h=g(e/n):\"fixed\"==o&&(e=g(h*n))}return{width:e,height:h}},i.prototype.measure=function(i){var t=this;if(!this.sizing.visible)return{width:0,height:0};var e=function(i){return\"fixed\"==t.sizing.width_policy&&null!=t.sizing.width?t.sizing.width:i},h=function(i){return\"fixed\"==t.sizing.height_policy&&null!=t.sizing.height?t.sizing.height:i},r=new n.Sizeable(i).shrink_by(this.sizing.margin).map(e,h),s=this._measure(r),o=this.clip_size(s),g=e(o.width),u=h(o.height),a=this.apply_aspect(r,{width:g,height:u});return Object.assign(Object.assign({},s),a)},i.prototype.compute=function(i){void 0===i&&(i={});var t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),e=t.width,h=t.height,n=new r.BBox({left:0,top:0,width:e,height:h}),s=void 0;if(null!=t.inner){var o=t.inner,g=o.left,u=o.top,a=o.right,l=o.bottom;s=new r.BBox({left:g,top:u,right:e-a,bottom:h-l})}this.set_geometry(n,s)},Object.defineProperty(i.prototype,\"xview\",{get:function(){return this.bbox.xview},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"yview\",{get:function(){return this.bbox.yview},enumerable:!0,configurable:!0}),i.prototype.clip_width=function(i){return o(this.sizing.min_width,s(i,this.sizing.max_width))},i.prototype.clip_height=function(i){return o(this.sizing.min_height,s(i,this.sizing.max_height))},i.prototype.clip_size=function(i){var t=i.width,e=i.height;return{width:this.clip_width(t),height:this.clip_height(e)}},i}();e.Layoutable=u,u.__name__=\"Layoutable\";var a=function(i){function t(){return null!==i&&i.apply(this,arguments)||this}return h.__extends(t,i),t.prototype._measure=function(i){var t,e,h=this.sizing,n=h.width_policy,r=h.height_policy;if(i.width==1/0)t=null!=this.sizing.width?this.sizing.width:0;else if(\"fixed\"==n)t=null!=this.sizing.width?this.sizing.width:0;else if(\"min\"==n)t=null!=this.sizing.width?s(i.width,this.sizing.width):0;else if(\"fit\"==n)t=null!=this.sizing.width?s(i.width,this.sizing.width):i.width;else{if(\"max\"!=n)throw new Error(\"unrechable\");t=null!=this.sizing.width?o(i.width,this.sizing.width):i.width}if(i.height==1/0)e=null!=this.sizing.height?this.sizing.height:0;else if(\"fixed\"==r)e=null!=this.sizing.height?this.sizing.height:0;else if(\"min\"==r)e=null!=this.sizing.height?s(i.height,this.sizing.height):0;else if(\"fit\"==r)e=null!=this.sizing.height?s(i.height,this.sizing.height):i.height;else{if(\"max\"!=r)throw new Error(\"unrechable\");e=null!=this.sizing.height?o(i.height,this.sizing.height):i.height}return{width:t,height:e}},t}(u);e.LayoutItem=a,a.__name__=\"LayoutItem\";var l=function(i){function t(){return null!==i&&i.apply(this,arguments)||this}return h.__extends(t,i),t.prototype._measure=function(i){var t=this,e=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(e);return{width:function(){switch(t.sizing.width_policy){case\"fixed\":return null!=t.sizing.width?t.sizing.width:e.width;case\"min\":return e.width;case\"fit\":return h.width;case\"max\":return Math.max(e.width,h.width);default:throw new Error(\"unexpected\")}}(),height:function(){switch(t.sizing.height_policy){case\"fixed\":return null!=t.sizing.height?t.sizing.height:e.height;case\"min\":return e.height;case\"fit\":return h.height;case\"max\":return Math.max(e.height,h.height);default:throw new Error(\"unexpected\")}}()}},t}(u);e.ContentLayoutable=l,l.__name__=\"ContentLayoutable\"},\n", " function _(t,e,r){var h=t(113),o=t(284),i=t(181),n=function(t){function e(){var e=t.apply(this,arguments)||this;return e.children=[],e}return h.__extends(e,t),e}(o.Layoutable);r.Stack=n,n.__name__=\"Stack\";var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return h.__extends(e,t),e.prototype._measure=function(t){for(var e=0,r=0,h=0,o=this.children;h0)for(var A=l(j.height/O.length),M=0,P=O;M0)for(var S=l(j.width/C.length),E=0,G=C;E0)for(g=0;gy?y:m,_--}}}u=\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:f.size.width;for(var v=0,x=0;x0)for(x=0;xj?j:m,_--}}}var O=this._measure_cells(function(t,i){return{width:f.col_widths[i],height:f.row_heights[t]}}),B=O.row_heights,A=O.col_widths,M=O.size_hints;return{size:this._measure_totals(B,A),row_heights:B,col_widths:A,size_hints:M}},i.prototype._measure=function(t){return this._measure_grid(t).size},i.prototype._set_geometry=function(i,e){t.prototype._set_geometry.call(this,i,e);for(var n=this._state,r=n.nrows,o=n.ncols,s=n.rspacing,h=n.cspacing,u=this._measure_grid(i),p=u.row_heights,g=u.col_widths,_=u.size_hints,d=this._state.rows.map(function(t,i){return Object.assign(Object.assign({},t),{top:0,height:p[i],get bottom(){return this.top+this.height}})}),w=this._state.cols.map(function(t,i){return Object.assign(Object.assign({},t),{left:0,width:g[i],get right(){return this.left+this.width}})}),y=_.map(function(t,i){return Object.assign(Object.assign({},i),{outer:new a.BBox,inner:new a.BBox})}),m=0,v=this.absolute?i.top:0;m0?a.every(e,s.isBoolean)?(e.length!==n.get_length()&&r.logger.warn(\"BooleanFilter \"+this.id+\": length of booleans doesn't match data source\"),a.range(0,e.length).filter(function(n){return!0===e[n]})):(r.logger.warn(\"BooleanFilter \"+this.id+\": booleans should be array of booleans, defaulting to no filtering\"),null):(null!=e&&0==e.length?r.logger.warn(\"BooleanFilter \"+this.id+\": booleans is empty, defaulting to no filtering\"):r.logger.warn(\"BooleanFilter \"+this.id+\": booleans was not set, defaulting to no filtering\"),null)},e}(l.Filter);o.BooleanFilter=g,g.__name__=\"BooleanFilter\",g.init_BooleanFilter()},\n", " function _(t,n,e){var i=t(113),r=t(166),l=t(121),o=t(109),a=t(110),f=t(167),u=function(t){function n(n){return t.call(this,n)||this}return i.__extends(n,t),n.init_Filter=function(){this.define({filter:[l.Array,null]})},n.prototype.compute_indices=function(t){var n=this.filter;return null!=n&&n.length>=0?o.isArrayOf(n,o.isBoolean)?a.range(0,n.length).filter(function(t){return!0===n[t]}):o.isArrayOf(n,o.isInteger)?n:(f.logger.warn(\"Filter \"+this.id+\": filter should either be array of only booleans or only integers, defaulting to no filtering\"),null):(f.logger.warn(\"Filter \"+this.id+\": filter was not set to be an array, defaulting to no filtering\"),null)},n}(r.Model);e.Filter=u,u.__name__=\"Filter\",u.init_Filter()},\n", " function _(e,t,r){var i=e(113),n=e(294),s=e(121),o=e(125),u=e(127),c=function(t){function r(e){return t.call(this,e)||this}return i.__extends(r,t),r.init_CustomJSFilter=function(){this.define({args:[s.Any,{}],code:[s.String,\"\"],use_strict:[s.Boolean,!1]})},Object.defineProperty(r.prototype,\"names\",{get:function(){return o.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"values\",{get:function(){return o.values(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"func\",{get:function(){var e=this.use_strict?u.use_strict(this.code):this.code;return new(Function.bind.apply(Function,i.__spreadArrays([void 0],this.names,[\"source\",\"require\",\"exports\",e])))},enumerable:!0,configurable:!0}),r.prototype.compute_indices=function(r){return this.filter=this.func.apply(this,i.__spreadArrays(this.values,[r,e,{}])),t.prototype.compute_indices.call(this,r)},r}(n.Filter);r.CustomJSFilter=c,c.__name__=\"CustomJSFilter\",c.init_CustomJSFilter()},\n", " function _(n,i,t){var r=n(113),e=n(294),u=n(121),o=n(167),l=n(110),c=function(n){function i(i){var t=n.call(this,i)||this;return t.indices=null,t}return r.__extends(i,n),i.init_GroupFilter=function(){this.define({column_name:[u.String],group:[u.String]})},i.prototype.compute_indices=function(n){var i=this,t=n.get_column(this.column_name);return null==t?(o.logger.warn(\"group filter: groupby column not found in data source\"),null):(this.indices=l.range(0,n.get_length()||0).filter(function(n){return t[n]===i.group}),0===this.indices.length&&o.logger.warn(\"group filter: group '\"+this.group+\"' did not match any values in column '\"+this.column_name+\"'\"),this.indices)},i}(e.Filter);t.GroupFilter=c,c.__name__=\"GroupFilter\",c.init_GroupFilter()},\n", " function _(i,n,e){var t=i(113),r=i(294),l=i(121),s=i(167),d=i(109),o=i(110),u=function(i){function n(n){return i.call(this,n)||this}return t.__extends(n,i),n.init_IndexFilter=function(){this.define({indices:[l.Array,null]})},n.prototype.compute_indices=function(i){return null!=this.indices&&this.indices.length>=0?o.every(this.indices,d.isInteger)?this.indices:(s.logger.warn(\"IndexFilter \"+this.id+\": indices should be array of integers, defaulting to no filtering\"),null):(s.logger.warn(\"IndexFilter \"+this.id+\": indices was not set, defaulting to no filtering\"),null)},n}(r.Filter);e.IndexFilter=u,u.__name__=\"IndexFilter\",u.init_IndexFilter()},\n", " function _(r,t,a){var e=r(208);a.BasicTickFormatter=e.BasicTickFormatter;var c=r(247);a.CategoricalTickFormatter=c.CategoricalTickFormatter;var i=r(251);a.DatetimeTickFormatter=i.DatetimeTickFormatter;var o=r(299);a.FuncTickFormatter=o.FuncTickFormatter;var m=r(264);a.LogTickFormatter=m.LogTickFormatter;var F=r(267);a.MercatorTickFormatter=F.MercatorTickFormatter;var k=r(300);a.NumeralTickFormatter=k.NumeralTickFormatter;var T=r(301);a.PrintfTickFormatter=T.PrintfTickFormatter;var v=r(209);a.TickFormatter=v.TickFormatter},\n", " function _(t,e,r){var n=t(113),i=t(209),o=t(121),c=t(125),u=t(127),a=function(e){function r(t){return e.call(this,t)||this}return n.__extends(r,e),r.init_FuncTickFormatter=function(){this.define({args:[o.Any,{}],code:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(r.prototype,\"names\",{get:function(){return c.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"values\",{get:function(){return c.values(this.args)},enumerable:!0,configurable:!0}),r.prototype._make_func=function(){var t=this.use_strict?u.use_strict(this.code):this.code;return new(Function.bind.apply(Function,n.__spreadArrays([void 0,\"tick\",\"index\",\"ticks\"],this.names,[\"require\",\"exports\",t])))},r.prototype.doFormat=function(e,r){var i=this,o=this._make_func().bind({});return e.map(function(e,r,c){return o.apply(void 0,n.__spreadArrays([e,r,c],i.values,[t,{}]))})},r}(i.TickFormatter);r.FuncTickFormatter=a,a.__name__=\"FuncTickFormatter\",a.init_FuncTickFormatter()},\n", " function _(n,r,t){var e=n(113),o=n(255),i=n(209),a=n(121),u=function(n){function r(r){return n.call(this,r)||this}return e.__extends(r,n),r.init_NumeralTickFormatter=function(){this.define({format:[a.String,\"0,0\"],language:[a.String,\"en\"],rounding:[a.RoundingFunction,\"round\"]})},Object.defineProperty(r.prototype,\"_rounding_fn\",{get:function(){switch(this.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}},enumerable:!0,configurable:!0}),r.prototype.doFormat=function(n,r){var t=this.format,e=this.language,i=this._rounding_fn;return n.map(function(n){return o.format(n,t,e,i)})},r}(i.TickFormatter);t.NumeralTickFormatter=u,u.__name__=\"NumeralTickFormatter\",u.init_NumeralTickFormatter()},\n", " function _(t,r,n){var i=t(113),o=t(209),e=t(253),f=t(121),a=function(t){function r(r){return t.call(this,r)||this}return i.__extends(r,t),r.init_PrintfTickFormatter=function(){this.define({format:[f.String,\"%s\"]})},r.prototype.doFormat=function(t,r){var n=this;return t.map(function(t){return e.sprintf(n.format,t)})},r}(o.TickFormatter);n.PrintfTickFormatter=a,a.__name__=\"PrintfTickFormatter\",a.init_PrintfTickFormatter()},\n", " function _(a,e,r){var v=a(303);r.AnnularWedge=v.AnnularWedge;var l=a(304);r.Annulus=l.Annulus;var t=a(305);r.Arc=t.Arc;var i=a(306);r.Bezier=i.Bezier;var n=a(307);r.Circle=n.Circle;var u=a(308);r.CenterRotatable=u.CenterRotatable;var g=a(309);r.Ellipse=g.Ellipse;var c=a(310);r.EllipseOval=c.EllipseOval;var A=a(182);r.Glyph=A.Glyph;var p=a(188);r.HArea=p.HArea;var s=a(311);r.HBar=s.HBar;var R=a(313);r.HexTile=R.HexTile;var d=a(314);r.Image=d.Image;var h=a(316);r.ImageRGBA=h.ImageRGBA;var m=a(317);r.ImageURL=m.ImageURL;var y=a(177);r.Line=y.Line;var B=a(319);r.MultiLine=B.MultiLine;var o=a(320);r.MultiPolygons=o.MultiPolygons;var G=a(321);r.Oval=G.Oval;var H=a(187);r.Patch=H.Patch;var I=a(322);r.Patches=I.Patches;var L=a(323);r.Quad=L.Quad;var P=a(324);r.Quadratic=P.Quadratic;var x=a(325);r.Ray=x.Ray;var C=a(326);r.Rect=C.Rect;var E=a(327);r.Segment=E.Segment;var M=a(328);r.Step=M.Step;var O=a(329);r.Text=O.Text;var Q=a(190);r.VArea=Q.VArea;var S=a(330);r.VBar=S.VBar;var T=a(331);r.Wedge=T.Wedge;var V=a(178);r.XYGlyph=V.XYGlyph},\n", " function _(t,e,i){var r=t(113),s=t(178),n=t(186),a=t(183),_=t(121),h=t(111),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype._map_data=function(){\"data\"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this._inner_radius):this.sinner_radius=this._inner_radius,\"data\"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this._outer_radius):this.souter_radius=this._outer_radius,this._angle=new Float32Array(this._start_angle.length);for(var t=0,e=this._start_angle.length;t=A&&v.push([m,z])}for(var S=this.model.properties.direction.value(),D=[],V=0,b=v;V=M&&v.push([m,g])}return a.create_hit_test_result_from_hits(v)},r.prototype.draw_legend_for_index=function(i,r,t){var s=r.x0,e=r.y0,a=r.x1,n=r.y1,u=t+1,_=new Array(u);_[t]=(s+a)/2;var h=new Array(u);h[t]=(e+n)/2;var o=.5*Math.min(Math.abs(a-s),Math.abs(n-e)),d=new Array(u);d[t]=.4*o;var l=new Array(u);l[t]=.8*o,this._render(i,[t],{sx:_,sy:h,sinner_radius:d,souter_radius:l})},r}(e.XYGlyphView);t.AnnulusView=_,_.__name__=\"AnnulusView\";var h=function(i){function r(r){return i.call(this,r)||this}return s.__extends(r,i),r.init_Annulus=function(){this.prototype.default_view=_,this.mixins([\"line\",\"fill\"]),this.define({inner_radius:[n.DistanceSpec],outer_radius:[n.DistanceSpec]})},r}(e.XYGlyph);t.Annulus=h,h.__name__=\"Annulus\",h.init_Annulus()},\n", " function _(i,e,t){var n=i(113),s=i(178),r=i(186),a=i(121),_=function(i){function e(){return null!==i&&i.apply(this,arguments)||this}return n.__extends(e,i),e.prototype._map_data=function(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius):this.sradius=this._radius},e.prototype._render=function(i,e,t){var n=t.sx,s=t.sy,r=t.sradius,a=t._start_angle,_=t._end_angle;if(this.visuals.line.doit)for(var o=this.model.properties.direction.value(),c=0,l=e;c1?(p[e]=d,x[e]=d/o):(p[e]=d*o,x[e]=d),this._render(t,[e],{sx:_,sy:l,sw:p,sh:x,_angle:[0]})},i.prototype._bounds=function(t){var i=t.x0,e=t.x1,s=t.y0,h=t.y1;return{x0:i-this.max_w2,x1:e+this.max_w2,y0:s-this.max_h2,y1:h+this.max_h2}},i}(h.CenterRotatableView);e.EllipseOvalView=a,a.__name__=\"EllipseOvalView\";var n=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i}(h.CenterRotatable);e.EllipseOval=n,n.__name__=\"EllipseOval\"},\n", " function _(t,i,e){var s=t(113),h=t(312),r=t(121),n=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype.scenterx=function(t){return(this.sleft[t]+this.sright[t])/2},i.prototype.scentery=function(t){return this.sy[t]},i.prototype._index_data=function(){return this._index_box(this._y.length)},i.prototype._lrtb=function(t){return[Math.min(this._left[t],this._right[t]),Math.max(this._left[t],this._right[t]),this._y[t]+.5*this._height[t],this._y[t]-.5*this._height[t]]},i.prototype._map_data=function(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);var t=this.sy.length;this.stop=new Float64Array(t),this.sbottom=new Float64Array(t);for(var i=0;i0){i=this._image[t];var n=this._image_shape[t];this._height[t]=n[0],this._width[t]=n[1]}else{var r=this._image[t];i=s.concat(r),this._height[t]=r.length,this._width[t]=r[0].length}var _=e.v_compute(i);this._set_image_data_from_buffer(t,_)}},t.prototype._render=function(e,t,a){var i=a.image_data,n=a.sx,r=a.sy,_=a.sw,s=a.sh,o=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1),e.globalAlpha=this.model.global_alpha;for(var h=0,l=t;h0){i=this._image[t].buffer;var n=this._image_shape[t];this._height[t]=n[0],this._width[t]=n[1]}else{var h=this._image[t],s=r.concat(h);i=new ArrayBuffer(4*s.length);for(var _=new Uint32Array(i),l=0,o=s.length;l0&&(_[l]=u)}return h.indices=o.keys(_).map(function(t){return parseInt(t,10)}),h.multiline_indices=_,h},e.prototype.get_interpolation_hit=function(t,e,i){var n=[this._xs[t][e],this._ys[t][e],this._xs[t][e+1],this._ys[t][e+1]],s=n[0],r=n[1],o=n[2],h=n[3];return a.line_interpolation(this.renderer,i,s,r,o,h)},e.prototype.draw_legend_for_index=function(t,e,i){a.generic_line_legend(this.visuals,t,e,i)},e.prototype.scenterx=function(){throw new Error(\"not implemented\")},e.prototype.scentery=function(){throw new Error(\"not implemented\")},e}(l.GlyphView);i.MultiLineView=u,u.__name__=\"MultiLineView\";var p=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_MultiLine=function(){this.prototype.default_view=u,this.coords([[\"xs\",\"ys\"]]),this.mixins([\"line\"])},e}(l.Glyph);i.MultiLine=p,p.__name__=\"MultiLine\",p.init_MultiLine()},\n", " function _(t,i,e){var n=t(113),r=t(179),s=t(182),o=t(186),h=t(110),a=t(114),l=t(183),_=t(109),u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._index_data=function(){for(var t=[],i=0,e=this._xs.length;i1)for(var o=1,a=this._xs[i][n].length;o1){for(var c=!1,x=1;x0;){var r=_.find_last_index(s,function(t){return h.isStrictNaN(t)}),o=void 0;r>=0?o=s.splice(r):(o=s,s=[]);var a=o.filter(function(t){return!h.isStrictNaN(t)});e[i].push(a)}}return e},e.prototype._index_data=function(){for(var t=this._build_discontinuous_object(this._xs),e=this._build_discontinuous_object(this._ys),i=[],n=0,r=this._xs.length;n=0,m=i-this.sy1[n]<=this.sh[n]&&i-this.sy1[n]>=0;m&&w&&p.push(n)}var M=a.create_empty_hit_test_result();return M.indices=p,M},s.prototype._map_dist_corner_for_data_side_length=function(t,s,i){for(var e=t.length,h=new Float64Array(e),r=new Float64Array(e),a=0;a1&&(e.stroke(),d=!1)}d?(e.lineTo(b,m),e.lineTo(g,w)):(e.beginPath(),e.moveTo(_[v],u[v]),d=!0),f=v}e.lineTo(_[h-1],u[h-1]),e.stroke()}},t.prototype.draw_legend_for_index=function(e,t,i){r.generic_line_legend(this.visuals,e,t,i)},t}(o.XYGlyphView);i.StepView=a,a.__name__=\"StepView\";var l=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Step=function(){this.prototype.default_view=a,this.mixins([\"line\"]),this.define({mode:[s.StepMode,\"before\"]})},t}(o.XYGlyph);i.Step=l,l.__name__=\"Step\",l.init_Step()},\n", " function _(t,e,s){var i=t(113),n=t(178),r=t(183),_=t(121),o=t(226),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._rotate_point=function(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]},e.prototype._text_bounds=function(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]},e.prototype._render=function(t,e,s){var i=s.sx,n=s.sy,r=s._x_offset,_=s._y_offset,h=s._angle,a=s._text;this._sys=[],this._sxs=[];for(var u=0,l=e;uo[1]&&(n=o[1]);else{i=o[0],n=o[1];for(var _=0,s=this.plot_view.axis_views;_0||v>0)return{width:y>0?y:void 0,height:v>0?v:void 0}}return{}})},i.prototype.serializable_state=function(){return Object.assign(Object.assign({},t.prototype.serializable_state.call(this)),{bbox:this.layout.bbox.box,children:this.child_views.map(function(t){return t.serializable_state()})})},i}(_.DOMView);e.LayoutDOMView=d,d.__name__=\"LayoutDOMView\";var c=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_LayoutDOM=function(){this.define({width:[h.Number,null],height:[h.Number,null],min_width:[h.Number,null],min_height:[h.Number,null],max_width:[h.Number,null],max_height:[h.Number,null],margin:[h.Any,[0,0,0,0]],width_policy:[h.Any,\"auto\"],height_policy:[h.Any,\"auto\"],aspect_ratio:[h.Any,null],sizing_mode:[h.SizingMode,null],visible:[h.Boolean,!0],disabled:[h.Boolean,!1],align:[h.Any,\"start\"],background:[h.Color,null],css_classes:[h.Array,[]]})},i}(n.Model);e.LayoutDOM=c,c.__name__=\"LayoutDOM\",c.init_LayoutDOM()},\n", " function _(t,n,i){var o=t(113),u=t(338),e=t(286),s=t(121),l=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n.prototype._update_layout=function(){var t=this.child_views.map(function(t){return t.layout});this.layout=new e.Column(t),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())},n}(u.BoxView);i.ColumnView=l,l.__name__=\"ColumnView\";var _=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n.init_Column=function(){this.prototype.default_view=l,this.define({rows:[s.Any,\"auto\"]})},n}(u.Box);i.Column=_,_.__name__=\"Column\",_.init_Column()},\n", " function _(t,i,n){var o=t(113),e=t(339),r=t(286),s=t(121),l=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(i,t),i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.children.change,function(){return i.rebuild()})},Object.defineProperty(i.prototype,\"child_models\",{get:function(){return this.model.children.map(function(t){return t[0]})},enumerable:!0,configurable:!0}),i.prototype._update_layout=function(){this.layout=new r.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(var t=0,i=this.model.children;tr?(this.wrapper_el.style.maxWidth=r-a.width+\"px\",l.display(this.scroll_el)):(this.wrapper_el.style.maxWidth=\"\",l.undisplay(this.scroll_el))}else{var n=this.header.bbox.height;s.height>n?(this.wrapper_el.style.maxHeight=n-a.height+\"px\",l.display(this.scroll_el)):(this.wrapper_el.style.maxHeight=\"\",l.undisplay(this.scroll_el))}for(var h=this.child_views,o=0,c=h;oi-1&&(t.model.active=i-1)}}),s.appendChild(n)}return s});this.headers_el=l.div({class:[d.bk_headers]},n),this.wrapper_el=l.div({class:d.bk_headers_wrapper},this.headers_el);var h=l.div({class:[_.bk_btn,_.bk_btn_default],disabled:\"\"},l.div({class:[u.bk_caret,c.bk_left]})),o=l.div({class:[_.bk_btn,_.bk_btn_default]},l.div({class:[u.bk_caret,c.bk_right]})),p=0,b=function(e){return function(){var i=t.model.tabs.length;0==(p=\"left\"==e?Math.max(p-1,0):Math.min(p+1,i-1))?h.setAttribute(\"disabled\",\"\"):h.removeAttribute(\"disabled\"),p==i-1?o.setAttribute(\"disabled\",\"\"):o.removeAttribute(\"disabled\");var a=l.children(t.headers_el).slice(0,p).map(function(e){return e.getBoundingClientRect()});if(s){var n=-r.sum(a.map(function(e){return e.width}));t.headers_el.style.left=n+\"px\"}else{var c=-r.sum(a.map(function(e){return e.height}));t.headers_el.style.top=c+\"px\"}}};h.addEventListener(\"click\",b(\"left\")),o.addEventListener(\"click\",b(\"right\")),this.scroll_el=l.div({class:_.bk_btn_group},h,o),this.header_el=l.div({class:[d.bk_tabs_header,c.bk_side(a)]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)},t.prototype.change_active=function(e){e!=this.model.active&&(this.model.active=e,null!=this.model.callback&&this.model.callback.execute(this.model))},t.prototype.on_active_change=function(){for(var e=this.model.active,t=l.children(this.headers_el),i=0,a=t;i .bk-btn {\\n flex-grow: 0;\\n -webkit-flex-grow: 0;\\n height: auto;\\n padding: 4px 4px;\\n}\\n.bk-root .bk-tabs-header .bk-headers-wrapper {\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n overflow: hidden;\\n color: #666666;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper {\\n border-bottom: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper {\\n border-left: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper {\\n border-top: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper {\\n border-right: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-above,\\n.bk-root .bk-tabs-header.bk-below {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-headers,\\n.bk-root .bk-tabs-header.bk-below .bk-headers {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-tabs-header.bk-left,\\n.bk-root .bk-tabs-header.bk-right {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-headers,\\n.bk-root .bk-tabs-header.bk-right .bk-headers {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-tabs-header .bk-headers {\\n position: relative;\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: center;\\n -webkit-align-items: center;\\n}\\n.bk-root .bk-tabs-header .bk-tab {\\n padding: 4px 8px;\\n border: solid transparent;\\n white-space: nowrap;\\n cursor: pointer;\\n}\\n.bk-root .bk-tabs-header .bk-tab:hover {\\n background-color: #f2f2f2;\\n}\\n.bk-root .bk-tabs-header .bk-tab.bk-active {\\n color: #4d4d4d;\\n background-color: white;\\n border-color: #e6e6e6;\\n}\\n.bk-root .bk-tabs-header .bk-tab .bk-close {\\n margin-left: 10px;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-tab {\\n border-width: 3px 1px 0px 1px;\\n border-radius: 4px 4px 0 0;\\n}\\n.bk-root .bk-tabs-header.bk-right .bk-tab {\\n border-width: 1px 3px 1px 0px;\\n border-radius: 0 4px 4px 0;\\n}\\n.bk-root .bk-tabs-header.bk-below .bk-tab {\\n border-width: 0px 1px 3px 1px;\\n border-radius: 0 0 4px 4px;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-tab {\\n border-width: 1px 0px 1px 3px;\\n border-radius: 4px 0 0 4px;\\n}\\n.bk-root .bk-close {\\n display: inline-block;\\n width: 10px;\\n height: 10px;\\n vertical-align: middle;\\n background-image: url(\\'data:image/svg+xml;utf8,\\\\\\n \\\\\\n \\\\\\n \\\\\\n \\');\\n}\\n.bk-root .bk-close:hover {\\n background-image: url(\\'data:image/svg+xml;utf8,\\\\\\n \\\\\\n \\\\\\n \\\\\\n \\');\\n}\\n'),n.bk_tabs_header=\"bk-tabs-header\",n.bk_headers_wrapper=\"bk-headers-wrapper\",n.bk_headers=\"bk-headers\",n.bk_tab=\"bk-tab\",n.bk_close=\"bk-close\"},\n", " function _(n,b,o){n(164),n(163).styles.append(\".bk-root .bk-btn {\\n height: 100%;\\n display: inline-block;\\n text-align: center;\\n vertical-align: middle;\\n white-space: nowrap;\\n cursor: pointer;\\n padding: 6px 12px;\\n font-size: 12px;\\n border: 1px solid transparent;\\n border-radius: 4px;\\n outline: 0;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-btn:hover,\\n.bk-root .bk-btn:focus {\\n text-decoration: none;\\n}\\n.bk-root .bk-btn:active,\\n.bk-root .bk-btn.bk-active {\\n background-image: none;\\n box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);\\n}\\n.bk-root .bk-btn[disabled] {\\n cursor: not-allowed;\\n pointer-events: none;\\n opacity: 0.65;\\n box-shadow: none;\\n}\\n.bk-root .bk-btn-default {\\n color: #333;\\n background-color: #fff;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-default:hover {\\n background-color: #f5f5f5;\\n border-color: #b8b8b8;\\n}\\n.bk-root .bk-btn-default.bk-active {\\n background-color: #ebebeb;\\n border-color: #adadad;\\n}\\n.bk-root .bk-btn-default[disabled],\\n.bk-root .bk-btn-default[disabled]:hover,\\n.bk-root .bk-btn-default[disabled]:focus,\\n.bk-root .bk-btn-default[disabled]:active,\\n.bk-root .bk-btn-default[disabled].bk-active {\\n background-color: #e6e6e6;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-primary {\\n color: #fff;\\n background-color: #428bca;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-primary:hover {\\n background-color: #3681c1;\\n border-color: #2c699e;\\n}\\n.bk-root .bk-btn-primary.bk-active {\\n background-color: #3276b1;\\n border-color: #285e8e;\\n}\\n.bk-root .bk-btn-primary[disabled],\\n.bk-root .bk-btn-primary[disabled]:hover,\\n.bk-root .bk-btn-primary[disabled]:focus,\\n.bk-root .bk-btn-primary[disabled]:active,\\n.bk-root .bk-btn-primary[disabled].bk-active {\\n background-color: #506f89;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-success {\\n color: #fff;\\n background-color: #5cb85c;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-success:hover {\\n background-color: #4eb24e;\\n border-color: #409240;\\n}\\n.bk-root .bk-btn-success.bk-active {\\n background-color: #47a447;\\n border-color: #398439;\\n}\\n.bk-root .bk-btn-success[disabled],\\n.bk-root .bk-btn-success[disabled]:hover,\\n.bk-root .bk-btn-success[disabled]:focus,\\n.bk-root .bk-btn-success[disabled]:active,\\n.bk-root .bk-btn-success[disabled].bk-active {\\n background-color: #667b66;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-warning {\\n color: #fff;\\n background-color: #f0ad4e;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-warning:hover {\\n background-color: #eea43b;\\n border-color: #e89014;\\n}\\n.bk-root .bk-btn-warning.bk-active {\\n background-color: #ed9c28;\\n border-color: #d58512;\\n}\\n.bk-root .bk-btn-warning[disabled],\\n.bk-root .bk-btn-warning[disabled]:hover,\\n.bk-root .bk-btn-warning[disabled]:focus,\\n.bk-root .bk-btn-warning[disabled]:active,\\n.bk-root .bk-btn-warning[disabled].bk-active {\\n background-color: #c89143;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-danger {\\n color: #fff;\\n background-color: #d9534f;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-danger:hover {\\n background-color: #d5433e;\\n border-color: #bd2d29;\\n}\\n.bk-root .bk-btn-danger.bk-active {\\n background-color: #d2322d;\\n border-color: #ac2925;\\n}\\n.bk-root .bk-btn-danger[disabled],\\n.bk-root .bk-btn-danger[disabled]:hover,\\n.bk-root .bk-btn-danger[disabled]:focus,\\n.bk-root .bk-btn-danger[disabled]:active,\\n.bk-root .bk-btn-danger[disabled].bk-active {\\n background-color: #a55350;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-group {\\n height: 100%;\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: center;\\n -webkit-align-items: center;\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-btn-group > .bk-btn {\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n}\\n.bk-root .bk-btn-group > .bk-btn + .bk-btn {\\n margin-left: -1px;\\n}\\n.bk-root .bk-btn-group > .bk-btn:first-child:not(:last-child) {\\n border-bottom-right-radius: 0;\\n border-top-right-radius: 0;\\n}\\n.bk-root .bk-btn-group > .bk-btn:not(:first-child):last-child {\\n border-bottom-left-radius: 0;\\n border-top-left-radius: 0;\\n}\\n.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child) {\\n border-radius: 0;\\n}\\n.bk-root .bk-btn-group .bk-dropdown-toggle {\\n flex: 0 0 0;\\n -webkit-flex: 0 0 0;\\n padding: 6px 6px;\\n}\\n\"),o.bk_btn=\"bk-btn\",o.bk_btn_group=\"bk-btn-group\",o.bk_btn_default=\"bk-btn-default\",o.bk_btn_primary=\"bk-btn-primary\",o.bk_btn_success=\"bk-btn-success\",o.bk_btn_warning=\"bk-btn-warning\",o.bk_btn_danger=\"bk-btn-danger\",o.bk_btn_type=function(n){switch(n){case\"default\":return o.bk_btn_default;case\"primary\":return o.bk_btn_primary;case\"success\":return o.bk_btn_success;case\"warning\":return o.bk_btn_warning;case\"danger\":return o.bk_btn_danger}},o.bk_dropdown_toggle=\"bk-dropdown-toggle\"},\n", " function _(n,o,r){n(164),n(163).styles.append(\".bk-root .bk-menu {\\n position: absolute;\\n left: 0;\\n width: 100%;\\n z-index: 100;\\n cursor: pointer;\\n font-size: 12px;\\n background-color: #fff;\\n border: 1px solid #ccc;\\n border-radius: 4px;\\n box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);\\n}\\n.bk-root .bk-menu.bk-above {\\n bottom: 100%;\\n}\\n.bk-root .bk-menu.bk-below {\\n top: 100%;\\n}\\n.bk-root .bk-menu > .bk-divider {\\n height: 1px;\\n margin: 7.5px 0;\\n overflow: hidden;\\n background-color: #e5e5e5;\\n}\\n.bk-root .bk-menu > :not(.bk-divider) {\\n padding: 6px 12px;\\n}\\n.bk-root .bk-menu > :not(.bk-divider):hover,\\n.bk-root .bk-menu > :not(.bk-divider).bk-active {\\n background-color: #e6e6e6;\\n}\\n.bk-root .bk-caret {\\n display: inline-block;\\n vertical-align: middle;\\n width: 0;\\n height: 0;\\n margin: 0 5px;\\n}\\n.bk-root .bk-caret.bk-down {\\n border-top: 4px solid;\\n}\\n.bk-root .bk-caret.bk-up {\\n border-bottom: 4px solid;\\n}\\n.bk-root .bk-caret.bk-down,\\n.bk-root .bk-caret.bk-up {\\n border-right: 4px solid transparent;\\n border-left: 4px solid transparent;\\n}\\n.bk-root .bk-caret.bk-left {\\n border-right: 4px solid;\\n}\\n.bk-root .bk-caret.bk-right {\\n border-left: 4px solid;\\n}\\n.bk-root .bk-caret.bk-left,\\n.bk-root .bk-caret.bk-right {\\n border-top: 4px solid transparent;\\n border-bottom: 4px solid transparent;\\n}\\n\"),r.bk_menu=\"bk-menu\",r.bk_caret=\"bk-caret\",r.bk_divider=\"bk-divider\"},\n", " function _(t,i,n){var e=t(113),o=t(340),_=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i}(o.ColumnView);n.WidgetBoxView=_,_.__name__=\"WidgetBoxView\";var u=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_WidgetBox=function(){this.prototype.default_view=_},i}(o.Column);n.WidgetBox=u,u.__name__=\"WidgetBox\",u.init_WidgetBox()},\n", " function _(r,a,o){var p=r(351);o.CategoricalColorMapper=p.CategoricalColorMapper;var e=r(353);o.CategoricalMarkerMapper=e.CategoricalMarkerMapper;var C=r(354);o.CategoricalPatternMapper=C.CategoricalPatternMapper;var l=r(211);o.ContinuousColorMapper=l.ContinuousColorMapper;var M=r(212);o.ColorMapper=M.ColorMapper;var t=r(210);o.LinearColorMapper=t.LinearColorMapper;var i=r(355);o.LogColorMapper=i.LogColorMapper},\n", " function _(t,r,o){var a=t(113),e=t(352),n=t(212),i=t(121),c=function(t){function r(r){return t.call(this,r)||this}return a.__extends(r,t),r.init_CategoricalColorMapper=function(){this.define({factors:[i.Array],start:[i.Number,0],end:[i.Number]})},r.prototype._v_compute=function(t,r,o,a){var n=a.nan_color;e.cat_v_compute(t,this.factors,o,r,this.start,this.end,n)},r}(n.ColorMapper);o.CategoricalColorMapper=c,c.__name__=\"CategoricalColorMapper\",c.init_CategoricalColorMapper()},\n", " function _(n,t,e){var i=n(114),l=n(109);function r(n,t){if(n.length!=t.length)return!1;for(var e=0,i=n.length;e=e.length?c:e[g],u[a]=d},v=0,_=n.length;v<_;v++)a(v)}},\n", " function _(r,e,t){var a=r(113),i=r(352),n=r(213),c=r(121),u=function(r){function e(e){return r.call(this,e)||this}return a.__extends(e,r),e.init_CategoricalMarkerMapper=function(){this.define({factors:[c.Array],markers:[c.Array],start:[c.Number,0],end:[c.Number],default_value:[c.MarkerType,\"circle\"]})},e.prototype.v_compute=function(r){var e=new Array(r.length);return i.cat_v_compute(r,this.factors,this.markers,e,this.start,this.end,this.default_value),e},e}(n.Mapper);t.CategoricalMarkerMapper=u,u.__name__=\"CategoricalMarkerMapper\",u.init_CategoricalMarkerMapper()},\n", " function _(t,e,a){var r=t(113),n=t(352),i=t(213),p=t(121),c=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_CategoricalPatternMapper=function(){this.define({factors:[p.Array],patterns:[p.Array],start:[p.Number,0],end:[p.Number],default_value:[p.HatchPatternType,\" \"]})},e.prototype.v_compute=function(t){var e=new Array(t.length);return n.cat_v_compute(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e},e}(i.Mapper);a.CategoricalPatternMapper=c,c.__name__=\"CategoricalPatternMapper\",c.init_CategoricalPatternMapper()},\n", " function _(o,l,n){var t=o(113),e=o(211),r=o(114),i=null!=Math.log1p?Math.log1p:function(o){return Math.log(1+o)},h=function(o){function l(l){return o.call(this,l)||this}return t.__extends(l,o),l.prototype._v_compute=function(o,l,n,t){for(var e=t.nan_color,h=t.low_color,a=t.high_color,u=n.length,s=null!=this.low?this.low:r.min(o),_=null!=this.high?this.high:r.max(o),f=u/(i(_)-i(s)),g=n.length-1,p=0,c=o.length;p_)l[p]=null!=a?a:n[g];else if(M!=_)if(Mg&&(m=g),l[p]=n[m]}else l[p]=n[g]}},l}(e.ContinuousColorMapper);n.LogColorMapper=h,h.__name__=\"LogColorMapper\"},\n", " function _(r,a,t){!function(r){for(var a in r)t.hasOwnProperty(a)||(t[a]=r[a])}(r(357));var n=r(358);t.Marker=n.Marker;var e=r(359);t.Scatter=e.Scatter},\n", " function _(e,t,o){var i=e(113),r=e(358),n=Math.sqrt(3);function s(e,t){e.moveTo(-t,t),e.lineTo(t,-t),e.moveTo(-t,-t),e.lineTo(t,t)}function c(e,t){e.moveTo(0,t),e.lineTo(0,-t),e.moveTo(-t,0),e.lineTo(t,0)}function l(e,t){e.moveTo(0,t),e.lineTo(t/1.5,0),e.lineTo(0,-t),e.lineTo(-t/1.5,0),e.closePath()}function a(e,t){var o=t*n,i=o/3;e.moveTo(-t,i),e.lineTo(t,i),e.lineTo(0,i-o),e.closePath()}function u(e,t,o,i,r){var n=.65*o;c(e,o),s(e,n),i.doit&&(i.set_vectorize(e,t),e.stroke())}function v(e,t,o,i,r){e.arc(0,0,o,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function _(e,t,o,i,r){e.arc(0,0,o,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),s(e,o),e.stroke())}function d(e,t,o,i,r){c(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function f(e,t,o,i,r){l(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function T(e,t,o,i,r){l(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function z(e,t,o,i,r){!function(e,t){var o=t/2,i=n*o;e.moveTo(t,0),e.lineTo(o,-i),e.lineTo(-o,-i),e.lineTo(-t,0),e.lineTo(-o,i),e.lineTo(o,i),e.closePath()}(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function k(e,t,o,i,r){e.rotate(Math.PI),a(e,o),e.rotate(-Math.PI),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function h(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function m(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function C(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),s(e,o),e.stroke())}function q(e,t,o,i,r){a(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function p(e,t,o,i,r){!function(e,t){e.moveTo(-t,0),e.lineTo(t,0)}(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function x(e,t,o,i,r){s(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function M(e,t){var o,n=function(e){function o(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(o,e),o.initClass=function(){this.prototype._render_one=t},o}(r.MarkerView);n.initClass();var s=((o=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.initClass=function(){this.prototype.default_view=n},t}(r.Marker)).__name__=e,o);return s.initClass(),s}o.Asterisk=M(\"Asterisk\",u),o.CircleCross=M(\"CircleCross\",v),o.CircleX=M(\"CircleX\",_),o.Cross=M(\"Cross\",d),o.Dash=M(\"Dash\",p),o.Diamond=M(\"Diamond\",f),o.DiamondCross=M(\"DiamondCross\",T),o.Hex=M(\"Hex\",z),o.InvertedTriangle=M(\"InvertedTriangle\",k),o.Square=M(\"Square\",h),o.SquareCross=M(\"SquareCross\",m),o.SquareX=M(\"SquareX\",C),o.Triangle=M(\"Triangle\",q),o.X=M(\"X\",x),o.marker_funcs={asterisk:u,circle:function(e,t,o,i,r){e.arc(0,0,o,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())},circle_cross:v,circle_x:_,cross:d,diamond:f,diamond_cross:T,hex:z,inverted_triangle:k,square:h,square_cross:m,square_x:C,triangle:q,dash:p,x:x}},\n", " function _(e,t,r){var i=e(113),s=e(178),n=e(183),a=e(121),_=e(110),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype._render=function(e,t,r){for(var i=r.sx,s=r.sy,n=r._size,a=r._angle,_=0,h=t;_#grayscale\\\");\\n /* Firefox 10+, Firefox on Android */\\n filter: gray;\\n /* IE6-9 */\\n -webkit-filter: grayscale(100%);\\n /* Chrome 19+, Safari 6+, Safari 6+ iOS */\\n}\\n.bk-root .bk-logo-small {\\n width: 20px;\\n height: 20px;\\n background-image: url(data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAUCAYAAACNiR0NAAAABHNCSVQICAgIfAhkiAAAAAlwSFlzAAALEgAACxIB0t1+/AAAABx0RVh0U29mdHdhcmUAQWRvYmUgRmlyZXdvcmtzIENTNui8sowAAAOkSURBVDiNjZRtaJVlGMd/1/08zzln5zjP1LWcU9N0NkN8m2CYjpgQYQXqSs0I84OLIC0hkEKoPtiH3gmKoiJDU7QpLgoLjLIQCpEsNJ1vqUOdO7ppbuec5+V+rj4ctwzd8IIbbi6u+8f1539dt3A78eXC7QizUF7gyV1fD1Yqg4JWz84yffhm0qkFqBogB9rM8tZdtwVsPUhWhGcFJngGeWrPzHm5oaMmkfEg1usvLFyc8jLRqDOMru7AyC8saQr7GG7f5fvDeH7Ej8CM66nIF+8yngt6HWaKh7k49Soy9nXurCi1o3qUbS3zWfrYeQDTB/Qj6kX6Ybhw4B+bOYoLKCC9H3Nu/leUTZ1JdRWkkn2ldcCamzrcf47KKXdAJllSlxAOkRgyHsGC/zRday5Qld9DyoM4/q/rUoy/CXh3jzOu3bHUVZeU+DEn8FInkPBFlu3+nW3Nw0mk6vCDiWg8CeJaxEwuHS3+z5RgY+YBR6V1Z1nxSOfoaPa4LASWxxdNp+VWTk7+4vzaou8v8PN+xo+KY2xsw6une2frhw05CTYOmQvsEhjhWjn0bmXPjpE1+kplmmkP3suftwTubK9Vq22qKmrBhpY4jvd5afdRA3wGjFAgcnTK2s4hY0/GPNIb0nErGMCRxWOOX64Z8RAC4oCXdklmEvcL8o0BfkNK4lUg9HTl+oPlQxdNo3Mg4Nv175e/1LDGzZen30MEjRUtmXSfiTVu1kK8W4txyV6BMKlbgk3lMwYCiusNy9fVfvvwMxv8Ynl6vxoByANLTWplvuj/nF9m2+PDtt1eiHPBr1oIfhCChQMBw6Aw0UulqTKZdfVvfG7VcfIqLG9bcldL/+pdWTLxLUy8Qq38heUIjh4XlzZxzQm19lLFlr8vdQ97rjZVOLf8nclzckbcD4wxXMidpX30sFd37Fv/GtwwhzhxGVAprjbg0gCAEeIgwCZyTV2Z1REEW8O4py0wsjeloKoMr6iCY6dP92H6Vw/oTyICIthibxjm/DfN9lVz8IqtqKYLUXfoKVMVQVVJOElGjrnnUt9T9wbgp8AyYKaGlqingHZU/uG2NTZSVqwHQTWkx9hxjkpWDaCg6Ckj5qebgBVbT3V3NNXMSiWSDdGV3hrtzla7J+duwPOToIg42ChPQOQjspnSlp1V+Gjdged7+8UN5CRAV7a5EdFNwCjEaBR27b3W890TE7g24NAP/mMDXRWrGoFPQI9ls/MWO2dWFAar/xcOIImbbpA3zgAAAABJRU5ErkJggg==);\\n}\\n.bk-root .bk-logo-notebook {\\n display: inline-block;\\n vertical-align: middle;\\n margin-right: 5px;\\n}\\n\"),g.bk_logo=\"bk-logo\",g.bk_logo_notebook=\"bk-logo-notebook\",g.bk_logo_small=\"bk-logo-small\",g.bk_grey=\"bk-grey\"},\n", " function _(t,e,i){var n=t(113),s=this&&this.__rest||function(t,e){var i={};for(var n in t)Object.prototype.hasOwnProperty.call(t,n)&&e.indexOf(n)<0&&(i[n]=t[n]);if(null!=t&&\"function\"==typeof Object.getOwnPropertySymbols){var s=0;for(n=Object.getOwnPropertySymbols(t);s=0},i.prototype.can_redo=function(){return this.state.index=h.end&&(s=!0,h.end=d,(e||i)&&(h.start=d+c)),null!=p&&p<=h.start&&(s=!0,h.start=p,(e||i)&&(h.end=p-c))):(null!=d&&d>=h.start&&(s=!0,h.start=d,(e||i)&&(h.end=d+c)),null!=p&&p<=h.end&&(s=!0,h.end=p,(e||i)&&(h.start=p-c)))}}if(!(i&&s&&n))for(var v=0,g=t;v0&&_0&&_>n&&(l=(n-h)/(_-h)),l=Math.max(0,Math.min(1,l))}return l},i.prototype.update_range=function(t,e,i,n){void 0===e&&(e=!1),void 0===i&&(i=!1),void 0===n&&(n=!0),this.pause();var s=this.frame,r=s.x_ranges,a=s.y_ranges;if(null==t){for(var o in r){(h=r[o]).reset()}for(var o in a){(h=a[o]).reset()}this.update_dataranges()}else{var l=[];for(var o in r){var h=r[o];l.push([h,t.xrs[o]])}for(var o in a){h=a[o];l.push([h,t.yrs[o]])}i&&this._update_ranges_together(l),this._update_ranges_individually(l,e,i,n)}this.unpause()},i.prototype.reset_range=function(){this.update_range(null)},i.prototype._invalidate_layout=function(){var t=this;(function(){for(var e=0,i=t.model.side_panels;e=0&&it.model.lod_timeout&&e.interactive_stop(t.model),t.request_paint()},this.model.lod_timeout):e.interactive_stop(this.model)}for(var n in this.renderer_views){var s=this.renderer_views[n];if(null==this.range_update_timestamp||s instanceof l.GlyphRendererView&&s.set_data_timestamp>this.range_update_timestamp){this.update_dataranges();break}}var r=this.canvas_view.ctx,a=this.canvas.pixel_ratio;r.save(),r.scale(a,a),r.translate(.5,.5);var o=[this.frame._left.value,this.frame._top.value,this.frame._width.value,this.frame._height.value];if(this._map_hook(r,o),this._paint_empty(r,o),this.prepare_webgl(a,o),this.clear_webgl(),this.visuals.outline_line.doit){r.save(),this.visuals.outline_line.set_value(r);var h=o[0],_=o[1],u=o[2],d=o[3];h+u==this.layout._width.value&&(u-=1),_+d==this.layout._height.value&&(d-=1),r.strokeRect(h,_,u,d),r.restore()}this._paint_levels(r,[\"image\",\"underlay\",\"glyph\"],o,!0),this._paint_levels(r,[\"annotation\"],o,!1),this._paint_levels(r,[\"overlay\"],o,!1),null==this._initial_state_info.range&&this.set_initial_range(),r.restore()}},i.prototype._paint_levels=function(t,e,i,n){for(var s=0,r=e;s=0;i--)(_=t[i])&&(s=(o<3?_(s):o>3?_(n,e,s):_(n,e))||s);return o>3&&s&&Object.defineProperty(n,e,s),s};function o(t){return function(n){n.prototype.event_name=t}}var s=function(){function t(){}return t.prototype.to_json=function(){return{event_name:this.event_name,event_values:this._to_json()}},t.prototype._to_json=function(){var t=this.origin;return{model_id:null!=t?t.id:null}},t}();e.BokehEvent=s,s.__name__=\"BokehEvent\";var i=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(s);i.__name__=\"ButtonClick\",i=_([o(\"button_click\")],i),e.ButtonClick=i;var a=function(t){function n(n){var e=t.call(this)||this;return e.item=n,e}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.item;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{item:n})},n}(s);a.__name__=\"MenuItemClick\",a=_([o(\"menu_item_click\")],a),e.MenuItemClick=a;var u=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(s);e.UIEvent=u,u.__name__=\"UIEvent\";var l=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);l.__name__=\"LODStart\",l=_([o(\"lodstart\")],l),e.LODStart=l;var c=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);c.__name__=\"LODEnd\",c=_([o(\"lodend\")],c),e.LODEnd=c;var p=function(t){function n(n,e){var r=t.call(this)||this;return r.geometry=n,r.final=e,r}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.geometry,e=this.final;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{geometry:n,final:e})},n}(u);p.__name__=\"SelectionGeometry\",p=_([o(\"selectiongeometry\")],p),e.SelectionGeometry=p;var h=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);h.__name__=\"Reset\",h=_([o(\"reset\")],h),e.Reset=h;var f=function(t){function n(n,e,r,_){var o=t.call(this)||this;return o.sx=n,o.sy=e,o.x=r,o.y=_,o}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.sx,e=this.sy,r=this.x,_=this.y;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{sx:n,sy:e,x:r,y:_})},n}(u);e.PointEvent=f,f.__name__=\"PointEvent\";var y=function(t){function n(n,e,r,_,o,s){var i=t.call(this,n,e,r,_)||this;return i.sx=n,i.sy=e,i.x=r,i.y=_,i.delta_x=o,i.delta_y=s,i}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.delta_x,e=this.delta_y;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{delta_x:n,delta_y:e})},n}(f);y.__name__=\"Pan\",y=_([o(\"pan\")],y),e.Pan=y;var v=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.scale=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.scale;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{scale:n})},n}(f);v.__name__=\"Pinch\",v=_([o(\"pinch\")],v),e.Pinch=v;var d=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.rotation=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.rotation;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{rotation:n})},n}(f);d.__name__=\"Rotate\",d=_([o(\"rotate\")],d),e.Rotate=d;var m=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.delta=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.delta;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{delta:n})},n}(f);m.__name__=\"MouseWheel\",m=_([o(\"wheel\")],m),e.MouseWheel=m;var x=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);x.__name__=\"MouseMove\",x=_([o(\"mousemove\")],x),e.MouseMove=x;var j=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);j.__name__=\"MouseEnter\",j=_([o(\"mouseenter\")],j),e.MouseEnter=j;var g=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);g.__name__=\"MouseLeave\",g=_([o(\"mouseleave\")],g),e.MouseLeave=g;var b=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);b.__name__=\"Tap\",b=_([o(\"tap\")],b),e.Tap=b;var O=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);O.__name__=\"DoubleTap\",O=_([o(\"doubletap\")],O),e.DoubleTap=O;var P=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);P.__name__=\"Press\",P=_([o(\"press\")],P),e.Press=P;var E=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);E.__name__=\"PressUp\",E=_([o(\"pressup\")],E),e.PressUp=E;var M=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);M.__name__=\"PanStart\",M=_([o(\"panstart\")],M),e.PanStart=M;var R=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);R.__name__=\"PanEnd\",R=_([o(\"panend\")],R),e.PanEnd=R;var S=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);S.__name__=\"PinchStart\",S=_([o(\"pinchstart\")],S),e.PinchStart=S;var k=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);k.__name__=\"PinchEnd\",k=_([o(\"pinchend\")],k),e.PinchEnd=k;var D=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);D.__name__=\"RotateStart\",D=_([o(\"rotatestart\")],D),e.RotateStart=D;var L=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);L.__name__=\"RotateEnd\",L=_([o(\"rotateend\")],L),e.RotateEnd=L},\n", " function _(n,e,i){var o=(\"undefined\"!=typeof window?window.requestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.webkitRequestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.mozRequestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.msRequestAnimationFrame:void 0)||function(n){return n(Date.now()),-1};i.throttle=function(n,e){var i=null,t=0,u=!1,d=function(){t=Date.now(),i=null,u=!1,n()};return function(){var n=Date.now(),w=e-(n-t);w<=0&&!u?(null!=i&&clearTimeout(i),u=!0,o(d)):i||u||(i=setTimeout(function(){return o(d)},w))}}},\n", " function _(e,t,i){var l=e(113),r=e(283),a=e(284),o=e(109),n=Math.PI/2,h=\"left\",s=\"center\",d={above:{parallel:0,normal:-n,horizontal:0,vertical:-n},below:{parallel:0,normal:n,horizontal:0,vertical:n},left:{parallel:-n,normal:0,horizontal:0,vertical:-n},right:{parallel:n,normal:0,horizontal:0,vertical:n}},c={above:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"alphabetic\",vertical:\"middle\"},below:{justified:\"bottom\",parallel:\"hanging\",normal:\"middle\",horizontal:\"hanging\",vertical:\"middle\"},left:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"middle\",vertical:\"alphabetic\"},right:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"middle\",vertical:\"alphabetic\"}},p={above:{justified:s,parallel:s,normal:h,horizontal:s,vertical:h},below:{justified:s,parallel:s,normal:h,horizontal:s,vertical:h},left:{justified:s,parallel:s,normal:\"right\",horizontal:\"right\",vertical:s},right:{justified:s,parallel:s,normal:h,horizontal:h,vertical:s}},b={above:\"right\",below:h,left:\"right\",right:h},_={above:h,below:\"right\",left:\"right\",right:h},m=function(e){function t(t,i){var l=e.call(this)||this;switch(l.side=t,l.obj=i,l.side){case\"above\":l._dim=0,l._normals=[0,-1];break;case\"below\":l._dim=0,l._normals=[0,1];break;case\"left\":l._dim=1,l._normals=[-1,0];break;case\"right\":l._dim=1,l._normals=[1,0];break;default:throw new Error(\"unreachable\")}return l.is_horizontal?l.set_sizing({width_policy:\"max\",height_policy:\"fixed\"}):l.set_sizing({width_policy:\"fixed\",height_policy:\"max\"}),l}return l.__extends(t,e),t.prototype._content_size=function(){return new r.Sizeable(this.get_oriented_size())},t.prototype.get_oriented_size=function(){var e=this.obj.get_size(),t=e.width,i=e.height;return!this.obj.rotate||this.is_horizontal?{width:t,height:i}:{width:i,height:t}},t.prototype.has_size_changed=function(){var e=this.get_oriented_size(),t=e.width,i=e.height;return this.is_horizontal?this.bbox.height!=i:this.bbox.width!=t},Object.defineProperty(t.prototype,\"dimension\",{get:function(){return this._dim},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"normals\",{get:function(){return this._normals},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_horizontal\",{get:function(){return 0==this._dim},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_vertical\",{get:function(){return 1==this._dim},enumerable:!0,configurable:!0}),t.prototype.apply_label_text_heuristics=function(e,t){var i,l,r=this.side;o.isString(t)?(i=c[r][t],l=p[r][t]):0===t?(i=\"whatever\",l=\"whatever\"):t<0?(i=\"middle\",l=b[r]):(i=\"middle\",l=_[r]),e.textBaseline=i,e.textAlign=l},t.prototype.get_label_angle_heuristic=function(e){return d[this.side][e]},t}(a.ContentLayoutable);i.SidePanel=m,m.__name__=\"SidePanel\"},\n", " function _(t,e,n){var i=t(380),r=t(116),s=t(167),o=t(163),a=t(381),_=t(110),h=t(125),p=t(109),c=t(197),u=t(376),l=function(){function t(t,e,n){var s=this;this.plot_view=t,this.toolbar=e,this.hit_area=n,this.pan_start=new r.Signal(this,\"pan:start\"),this.pan=new r.Signal(this,\"pan\"),this.pan_end=new r.Signal(this,\"pan:end\"),this.pinch_start=new r.Signal(this,\"pinch:start\"),this.pinch=new r.Signal(this,\"pinch\"),this.pinch_end=new r.Signal(this,\"pinch:end\"),this.rotate_start=new r.Signal(this,\"rotate:start\"),this.rotate=new r.Signal(this,\"rotate\"),this.rotate_end=new r.Signal(this,\"rotate:end\"),this.tap=new r.Signal(this,\"tap\"),this.doubletap=new r.Signal(this,\"doubletap\"),this.press=new r.Signal(this,\"press\"),this.pressup=new r.Signal(this,\"pressup\"),this.move_enter=new r.Signal(this,\"move:enter\"),this.move=new r.Signal(this,\"move\"),this.move_exit=new r.Signal(this,\"move:exit\"),this.scroll=new r.Signal(this,\"scroll\"),this.keydown=new r.Signal(this,\"keydown\"),this.keyup=new r.Signal(this,\"keyup\"),this.hammer=new i(this.hit_area,{touchAction:\"auto\"}),this._configure_hammerjs(),this.hit_area.addEventListener(\"mousemove\",function(t){return s._mouse_move(t)}),this.hit_area.addEventListener(\"mouseenter\",function(t){return s._mouse_enter(t)}),this.hit_area.addEventListener(\"mouseleave\",function(t){return s._mouse_exit(t)}),this.hit_area.addEventListener(\"wheel\",function(t){return s._mouse_wheel(t)}),document.addEventListener(\"keydown\",this),document.addEventListener(\"keyup\",this)}return t.prototype.destroy=function(){this.hammer.destroy(),document.removeEventListener(\"keydown\",this),document.removeEventListener(\"keyup\",this)},t.prototype.handleEvent=function(t){\"keydown\"==t.type?this._key_down(t):\"keyup\"==t.type&&this._key_up(t)},t.prototype._configure_hammerjs=function(){var t=this;this.hammer.get(\"doubletap\").recognizeWith(\"tap\"),this.hammer.get(\"tap\").requireFailure(\"doubletap\"),this.hammer.get(\"doubletap\").dropRequireFailure(\"tap\"),this.hammer.on(\"doubletap\",function(e){return t._doubletap(e)}),this.hammer.on(\"tap\",function(e){return t._tap(e)}),this.hammer.on(\"press\",function(e){return t._press(e)}),this.hammer.on(\"pressup\",function(e){return t._pressup(e)}),this.hammer.get(\"pan\").set({direction:i.DIRECTION_ALL}),this.hammer.on(\"panstart\",function(e){return t._pan_start(e)}),this.hammer.on(\"pan\",function(e){return t._pan(e)}),this.hammer.on(\"panend\",function(e){return t._pan_end(e)}),this.hammer.get(\"pinch\").set({enable:!0}),this.hammer.on(\"pinchstart\",function(e){return t._pinch_start(e)}),this.hammer.on(\"pinch\",function(e){return t._pinch(e)}),this.hammer.on(\"pinchend\",function(e){return t._pinch_end(e)}),this.hammer.get(\"rotate\").set({enable:!0}),this.hammer.on(\"rotatestart\",function(e){return t._rotate_start(e)}),this.hammer.on(\"rotate\",function(e){return t._rotate(e)}),this.hammer.on(\"rotateend\",function(e){return t._rotate_end(e)})},t.prototype.register_tool=function(t){var e=this,n=t.model.event_type;null!=n&&(p.isString(n)?this._register_tool(t,n):n.forEach(function(n,i){return e._register_tool(t,n,i<1)}))},t.prototype._register_tool=function(t,e,n){void 0===n&&(n=!0);var i=t,r=i.model.id,o=function(t){return function(e){e.id==r&&t(e.e)}},a=function(t){return function(e){t(e.e)}};switch(e){case\"pan\":null!=i._pan_start&&i.connect(this.pan_start,o(i._pan_start.bind(i))),null!=i._pan&&i.connect(this.pan,o(i._pan.bind(i))),null!=i._pan_end&&i.connect(this.pan_end,o(i._pan_end.bind(i)));break;case\"pinch\":null!=i._pinch_start&&i.connect(this.pinch_start,o(i._pinch_start.bind(i))),null!=i._pinch&&i.connect(this.pinch,o(i._pinch.bind(i))),null!=i._pinch_end&&i.connect(this.pinch_end,o(i._pinch_end.bind(i)));break;case\"rotate\":null!=i._rotate_start&&i.connect(this.rotate_start,o(i._rotate_start.bind(i))),null!=i._rotate&&i.connect(this.rotate,o(i._rotate.bind(i))),null!=i._rotate_end&&i.connect(this.rotate_end,o(i._rotate_end.bind(i)));break;case\"move\":null!=i._move_enter&&i.connect(this.move_enter,o(i._move_enter.bind(i))),null!=i._move&&i.connect(this.move,o(i._move.bind(i))),null!=i._move_exit&&i.connect(this.move_exit,o(i._move_exit.bind(i)));break;case\"tap\":null!=i._tap&&i.connect(this.tap,o(i._tap.bind(i)));break;case\"press\":null!=i._press&&i.connect(this.press,o(i._press.bind(i))),null!=i._pressup&&i.connect(this.pressup,o(i._pressup.bind(i)));break;case\"scroll\":null!=i._scroll&&i.connect(this.scroll,o(i._scroll.bind(i)));break;default:throw new Error(\"unsupported event_type: \"+e)}n&&(null!=i._doubletap&&i.connect(this.doubletap,a(i._doubletap.bind(i))),null!=i._keydown&&i.connect(this.keydown,a(i._keydown.bind(i))),null!=i._keyup&&i.connect(this.keyup,a(i._keyup.bind(i))),c.is_mobile&&null!=i._scroll&&\"pinch\"==e&&(s.logger.debug(\"Registering scroll on touch screen\"),i.connect(this.scroll,o(i._scroll.bind(i)))))},t.prototype._hit_test_renderers=function(t,e){for(var n=this.plot_view.get_renderer_views(),i=0,r=_.reversed(n);i\\s*\\(/gm,\"{anonymous}()@\"):\"Unknown Stack Trace\",s=t.console&&(t.console.warn||t.console.log);return s&&s.call(t.console,r,n),e.apply(this,arguments)}}s=\"function\"!=typeof Object.assign?function(t){if(t===r||null===t)throw new TypeError(\"Cannot convert undefined or null to object\");for(var e=Object(t),i=1;i-1}function b(t){return t.trim().split(/\\s+/g)}function P(t,e,i){if(t.indexOf&&!i)return t.indexOf(e);for(var n=0;ni[e]}):n.sort()),n}function w(t,e){for(var i,n,s=e[0].toUpperCase()+e.slice(1),a=0;a1&&!i.firstMultiple?i.firstMultiple=Q(e):1===s&&(i.firstMultiple=!1);var o=i.firstInput,a=i.firstMultiple,h=a?a.center:o.center,u=e.center=tt(n);e.timeStamp=l(),e.deltaTime=e.timeStamp-o.timeStamp,e.angle=rt(h,u),e.distance=nt(h,u),function(t,e){var i=e.center,n=t.offsetDelta||{},r=t.prevDelta||{},s=t.prevInput||{};e.eventType!==Y&&s.eventType!==W||(r=t.prevDelta={x:s.deltaX||0,y:s.deltaY||0},n=t.offsetDelta={x:i.x,y:i.y});e.deltaX=r.x+(i.x-n.x),e.deltaY=r.y+(i.y-n.y)}(i,e),e.offsetDirection=it(e.deltaX,e.deltaY);var p=et(e.deltaTime,e.deltaX,e.deltaY);e.overallVelocityX=p.x,e.overallVelocityY=p.y,e.overallVelocity=c(p.x)>c(p.y)?p.x:p.y,e.scale=a?(f=a.pointers,v=n,nt(v[0],v[1],$)/nt(f[0],f[1],$)):1,e.rotation=a?function(t,e){return rt(e[1],e[0],$)+rt(t[1],t[0],$)}(a.pointers,n):0,e.maxPointers=i.prevInput?e.pointers.length>i.prevInput.maxPointers?e.pointers.length:i.prevInput.maxPointers:e.pointers.length,function(t,e){var i,n,s,o,a=t.lastInterval||e,h=e.timeStamp-a.timeStamp;if(e.eventType!=q&&(h>X||a.velocity===r)){var u=e.deltaX-a.deltaX,l=e.deltaY-a.deltaY,p=et(h,u,l);n=p.x,s=p.y,i=c(p.x)>c(p.y)?p.x:p.y,o=it(u,l),t.lastInterval=e}else i=a.velocity,n=a.velocityX,s=a.velocityY,o=a.direction;e.velocity=i,e.velocityX=n,e.velocityY=s,e.direction=o}(i,e);var f,v;var d=t.element;C(e.srcEvent.target,d)&&(d=e.srcEvent.target);e.target=d}(t,i),t.emit(\"hammer.input\",i),t.recognize(i),t.session.prevInput=i}function Q(t){for(var e=[],i=0;i=c(e)?t<0?H:L:e<0?U:V}function nt(t,e,i){i||(i=B);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return Math.sqrt(n*n+r*r)}function rt(t,e,i){i||(i=B);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return 180*Math.atan2(r,n)/Math.PI}J.prototype={handler:function(){},init:function(){this.evEl&&A(this.element,this.evEl,this.domHandler),this.evTarget&&A(this.target,this.evTarget,this.domHandler),this.evWin&&A(R(this.element),this.evWin,this.domHandler)},destroy:function(){this.evEl&&_(this.element,this.evEl,this.domHandler),this.evTarget&&_(this.target,this.evTarget,this.domHandler),this.evWin&&_(R(this.element),this.evWin,this.domHandler)}};var st={mousedown:Y,mousemove:F,mouseup:W},ot=\"mousedown\",at=\"mousemove mouseup\";function ht(){this.evEl=ot,this.evWin=at,this.pressed=!1,J.apply(this,arguments)}T(ht,J,{handler:function(t){var e=st[t.type];e&Y&&0===t.button&&(this.pressed=!0),e&F&&1!==t.which&&(e=W),this.pressed&&(e&W&&(this.pressed=!1),this.callback(this.manager,e,{pointers:[t],changedPointers:[t],pointerType:\"mouse\",srcEvent:t}))}});var ut={pointerdown:Y,pointermove:F,pointerup:W,pointercancel:q,pointerout:q},ct={2:\"touch\",3:\"pen\",4:\"mouse\",5:\"kinect\"},lt=\"pointerdown\",pt=\"pointermove pointerup pointercancel\";function ft(){this.evEl=lt,this.evWin=pt,J.apply(this,arguments),this.store=this.manager.session.pointerEvents=[]}t.MSPointerEvent&&!t.PointerEvent&&(lt=\"MSPointerDown\",pt=\"MSPointerMove MSPointerUp MSPointerCancel\"),T(ft,J,{handler:function(t){var e=this.store,i=!1,n=t.type.toLowerCase().replace(\"ms\",\"\"),r=ut[n],s=ct[t.pointerType]||t.pointerType,o=\"touch\"==s,a=P(e,t.pointerId,\"pointerId\");r&Y&&(0===t.button||o)?a<0&&(e.push(t),a=e.length-1):r&(W|q)&&(i=!0),a<0||(e[a]=t,this.callback(this.manager,r,{pointers:e,changedPointers:[t],pointerType:s,srcEvent:t}),i&&e.splice(a,1))}});var vt={touchstart:Y,touchmove:F,touchend:W,touchcancel:q},dt=\"touchstart\",mt=\"touchstart touchmove touchend touchcancel\";function gt(){this.evTarget=dt,this.evWin=mt,this.started=!1,J.apply(this,arguments)}T(gt,J,{handler:function(t){var e=vt[t.type];if(e===Y&&(this.started=!0),this.started){var i=function(t,e){var i=D(t.touches),n=D(t.changedTouches);e&(W|q)&&(i=x(i.concat(n),\"identifier\",!0));return[i,n]}.call(this,t,e);e&(W|q)&&i[0].length-i[1].length==0&&(this.started=!1),this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:\"touch\",srcEvent:t})}}});var Tt={touchstart:Y,touchmove:F,touchend:W,touchcancel:q},yt=\"touchstart touchmove touchend touchcancel\";function Et(){this.evTarget=yt,this.targetIds={},J.apply(this,arguments)}T(Et,J,{handler:function(t){var e=Tt[t.type],i=function(t,e){var i=D(t.touches),n=this.targetIds;if(e&(Y|F)&&1===i.length)return n[i[0].identifier]=!0,[i,i];var r,s,o=D(t.changedTouches),a=[],h=this.target;if(s=i.filter(function(t){return C(t.target,h)}),e===Y)for(r=0;r-1&&n.splice(t,1)},It)}}T(_t,J,{handler:function(t,e,i){var n=\"touch\"==i.pointerType,r=\"mouse\"==i.pointerType;if(!(r&&i.sourceCapabilities&&i.sourceCapabilities.firesTouchEvents)){if(n)(function(t,e){t&Y?(this.primaryTouch=e.changedPointers[0].identifier,Ct.call(this,e)):t&(W|q)&&Ct.call(this,e)}).call(this,e,i);else if(r&&function(t){for(var e=t.srcEvent.clientX,i=t.srcEvent.clientY,n=0;n-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i=Yt&&n(e.options.event+kt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=32},canEmit:function(){for(var t=0;te.threshold&&r&e.direction},attrTest:function(t){return Ut.prototype.attrTest.call(this,t)&&(this.state&Nt||!(this.state&Nt)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=Ht(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),T(jt,Ut,{defaults:{event:\"pinch\",threshold:0,pointers:2},getTouchAction:function(){return[xt]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||this.state&Nt)},emit:function(t){if(1!==t.scale){var e=t.scale<1?\"in\":\"out\";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),T(Gt,qt,{defaults:{event:\"press\",pointers:1,time:251,threshold:9},getTouchAction:function(){return[Pt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distancee.time;if(this._input=t,!n||!i||t.eventType&(W|q)&&!r)this.reset();else if(t.eventType&Y)this.reset(),this._timer=p(function(){this.state=Ft,this.tryEmit()},e.time,this);else if(t.eventType&W)return Ft;return 32},reset:function(){clearTimeout(this._timer)},emit:function(t){this.state===Ft&&(t&&t.eventType&W?this.manager.emit(this.options.event+\"up\",t):(this._input.timeStamp=l(),this.manager.emit(this.options.event,this._input)))}}),T(Zt,Ut,{defaults:{event:\"rotate\",threshold:0,pointers:2},getTouchAction:function(){return[xt]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||this.state&Nt)}}),T(Bt,Ut,{defaults:{event:\"swipe\",threshold:10,velocity:.3,direction:j|G,pointers:1},getTouchAction:function(){return Vt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return i&(j|G)?e=t.overallVelocity:i&j?e=t.overallVelocityX:i&G&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&c(e)>this.options.velocity&&t.eventType&W},emit:function(t){var e=Ht(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),T($t,qt,{defaults:{event:\"tap\",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Dt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance=2){this.map.setZoom(n);var s=this._get_projected_bounds(),a=s[0];s[1]-a<0&&this.map.setZoom(i)}this.unpause()}this._set_bokeh_ranges()},e.prototype._build_map=function(){var t=this,e=google.maps;this.map_types={satellite:e.MapTypeId.SATELLITE,terrain:e.MapTypeId.TERRAIN,roadmap:e.MapTypeId.ROADMAP,hybrid:e.MapTypeId.HYBRID};var o=this.model.map_options,i={center:new e.LatLng(o.lat,o.lng),zoom:o.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[o.map_type],scaleControl:o.scale_control,tilt:o.tilt};null!=o.styles&&(i.styles=JSON.parse(o.styles)),this.map=new e.Map(this.canvas_view.map_el,i),e.event.addListener(this.map,\"idle\",function(){return t._set_bokeh_ranges()}),e.event.addListener(this.map,\"bounds_changed\",function(){return t._set_bokeh_ranges()}),e.event.addListenerOnce(this.map,\"tilesloaded\",function(){return t._render_finished()}),this.connect(this.model.properties.map_options.change,function(){return t._update_options()}),this.connect(this.model.map_options.properties.styles.change,function(){return t._update_styles()}),this.connect(this.model.map_options.properties.lat.change,function(){return t._update_center(\"lat\")}),this.connect(this.model.map_options.properties.lng.change,function(){return t._update_center(\"lng\")}),this.connect(this.model.map_options.properties.zoom.change,function(){return t._update_zoom()}),this.connect(this.model.map_options.properties.map_type.change,function(){return t._update_map_type()}),this.connect(this.model.map_options.properties.scale_control.change,function(){return t._update_scale_control()}),this.connect(this.model.map_options.properties.tilt.change,function(){return t._update_tilt()})},e.prototype._render_finished=function(){this._tiles_loaded=!0,this.notify_finished()},e.prototype.has_finished=function(){return t.prototype.has_finished.call(this)&&!0===this._tiles_loaded},e.prototype._get_latlon_bounds=function(){var t=this.map.getBounds(),e=t.getNorthEast(),o=t.getSouthWest();return[o.lng(),e.lng(),o.lat(),e.lat()]},e.prototype._get_projected_bounds=function(){var t=this._get_latlon_bounds(),e=t[0],o=t[1],i=t[2],n=t[3],a=s.wgs84_mercator.forward([e,i]),p=a[0],l=a[1],_=s.wgs84_mercator.forward([o,n]);return[p,_[0],l,_[1]]},e.prototype._set_bokeh_ranges=function(){var t=this._get_projected_bounds(),e=t[0],o=t[1],i=t[2],n=t[3];this.frame.x_range.setv({start:e,end:o}),this.frame.y_range.setv({start:i,end:n})},e.prototype._update_center=function(t){var e=this.map.getCenter().toJSON();e[t]=this.model.map_options[t],this.map.setCenter(e),this._set_bokeh_ranges()},e.prototype._update_map_type=function(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})},e.prototype._update_scale_control=function(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})},e.prototype._update_tilt=function(){this.map.setOptions({tilt:this.model.map_options.tilt})},e.prototype._update_options=function(){this._update_styles(),this._update_center(\"lat\"),this._update_center(\"lng\"),this._update_zoom(),this._update_map_type()},e.prototype._update_styles=function(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})},e.prototype._update_zoom=function(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()},e.prototype._map_hook=function(t,e){var o=e[0],i=e[1],n=e[2],s=e[3];this.canvas_view.map_el.style.top=i+\"px\",this.canvas_view.map_el.style.left=o+\"px\",this.canvas_view.map_el.style.width=n+\"px\",this.canvas_view.map_el.style.height=s+\"px\",null==this.map&&\"undefined\"!=typeof google&&null!=google.maps&&this._build_map()},e.prototype._paint_empty=function(t,e){var o=this.layout._width.value,i=this.layout._height.value,n=e[0],s=e[1],a=e[2],p=e[3];t.clearRect(0,0,o,i),t.beginPath(),t.moveTo(0,0),t.lineTo(0,i),t.lineTo(o,i),t.lineTo(o,0),t.lineTo(0,0),t.moveTo(n,s),t.lineTo(n+a,s),t.lineTo(n+a,s+p),t.lineTo(n,s+p),t.lineTo(n,s),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=this.model.border_fill_color,t.fill())},e}(a.PlotView);o.GMapPlotView=l,l.__name__=\"GMapPlotView\"},\n", " function _(a,n,e){var g=a(281);e.DataRange=g.DataRange;var R=a(280);e.DataRange1d=R.DataRange1d;var r=a(184);e.FactorRange=r.FactorRange;var t=a(185);e.Range=t.Range;var v=a(225);e.Range1d=v.Range1d},\n", " function _(e,r,d){var n=e(175);d.GlyphRenderer=n.GlyphRenderer;var R=e(192);d.GraphRenderer=R.GraphRenderer;var a=e(244);d.GuideRenderer=a.GuideRenderer;var G=e(160);d.Renderer=G.Renderer},\n", " function _(a,e,c){var l=a(279);c.CategoricalScale=l.CategoricalScale;var r=a(215);c.LinearScale=r.LinearScale;var S=a(224);c.LogScale=S.LogScale;var i=a(216);c.Scale=i.Scale},\n", " function _(n,o,e){!function(n){for(var o in n)e.hasOwnProperty(o)||(e[o]=n[o])}(n(195));var i=n(173);e.Selection=i.Selection},\n", " function _(a,e,r){var o=a(388);r.ServerSentDataSource=o.ServerSentDataSource;var S=a(390);r.AjaxDataSource=S.AjaxDataSource;var t=a(170);r.ColumnDataSource=t.ColumnDataSource;var u=a(171);r.ColumnarDataSource=u.ColumnarDataSource;var D=a(191);r.CDSView=D.CDSView;var c=a(172);r.DataSource=c.DataSource;var v=a(392);r.GeoJSONDataSource=v.GeoJSONDataSource;var n=a(391);r.RemoteDataSource=n.RemoteDataSource},\n", " function _(t,e,i){var a=t(113),n=function(t){function e(e){var i=t.call(this,e)||this;return i.initialized=!1,i}return a.__extends(e,t),e.prototype.destroy=function(){t.prototype.destroy.call(this)},e.prototype.setup=function(){var t=this;this.initialized||(this.initialized=!0,new EventSource(this.data_url).onmessage=function(e){t.load_data(JSON.parse(e.data),t.mode,t.max_size)})},e}(t(389).WebDataSource);i.ServerSentDataSource=n,n.__name__=\"ServerSentDataSource\"},\n", " function _(t,a,e){var i=t(113),n=t(170),r=t(121),o=function(t){function a(a){return t.call(this,a)||this}return i.__extends(a,t),a.prototype.get_column=function(t){var a=this.data[t];return null!=a?a:[]},a.prototype.initialize=function(){t.prototype.initialize.call(this),this.setup()},a.prototype.load_data=function(t,a,e){var i,n=this.adapter;switch(i=null!=n?n.execute(this,{response:t}):t,a){case\"replace\":this.data=i;break;case\"append\":for(var r=this.data,o=0,c=this.columns();o1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");var h=e.coordinates[0];for(c=0;c1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),d.push(w[0])}for(_=d.reduce(o),c=0;c<_.length;c++){var v=_[c];i=v[0],s=v[1],u=v[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;default:throw new Error(\"Invalid GeoJSON geometry type: \"+e.type)}},t.prototype.geojson_to_column_data=function(){var e,t=JSON.parse(this.geojson);switch(t.type){case\"GeometryCollection\":if(null==t.geometries)throw new Error(\"No geometries found in GeometryCollection\");if(0===t.geometries.length)throw new Error(\"geojson.geometries must have one or more items\");e=t.geometries;break;case\"FeatureCollection\":if(null==t.features)throw new Error(\"No features found in FeaturesCollection\");if(0==t.features.length)throw new Error(\"geojson.features must have one or more items\");e=t.features;break;default:throw new Error(\"Bokeh only supports type GeometryCollection and FeatureCollection at top level\")}for(var r=0,o=0,n=e;o=Math.pow(2,i)))&&!(e<0||e>=Math.pow(2,i))},e.prototype.parent_by_tile_xyz=function(t,e,i){var o=this.tile_xyz_to_quadkey(t,e,i),r=o.substring(0,o.length-1);return this.quadkey_to_tile_xyz(r)},e.prototype.get_resolution=function(t){return this._computed_initial_resolution()/Math.pow(2,t)},e.prototype.get_resolution_by_extent=function(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]},e.prototype.get_level_by_extent=function(t,e,i){for(var o=(t[2]-t[0])/i,r=(t[3]-t[1])/e,n=Math.max(o,r),_=0,s=0,u=this._resolutions;su[s]){if(0==_)return 0;if(_>0)return _-1}_+=1}return _-1},e.prototype.get_closest_level_by_extent=function(t,e,i){var o=(t[2]-t[0])/i,r=(t[3]-t[1])/e,n=Math.max(o,r),_=this._resolutions.reduce(function(t,e){return Math.abs(e-n)h?(a=_-r,l*=p):(a*=h,l=s-n)}var y=(a-(_-r))/2,c=(l-(s-n))/2;return[r-y,n-c,_+y,s+c]},e.prototype.tms_to_wmts=function(t,e,i){return[t,Math.pow(2,i)-1-e,i]},e.prototype.wmts_to_tms=function(t,e,i){return[t,Math.pow(2,i)-1-e,i]},e.prototype.pixels_to_meters=function(t,e,i){var o=this.get_resolution(i);return[t*o-this.x_origin_offset,e*o-this.y_origin_offset]},e.prototype.meters_to_pixels=function(t,e,i){var o=this.get_resolution(i);return[(t+this.x_origin_offset)/o,(e+this.y_origin_offset)/o]},e.prototype.pixels_to_tile=function(t,e){var i=Math.ceil(t/this.tile_size);return[i=0===i?i:i-1,Math.max(Math.ceil(e/this.tile_size)-1,0)]},e.prototype.pixels_to_raster=function(t,e,i){return[t,(this.tile_size<=a;c--)for(var f=u;f<=p;f++)this.is_valid_tile(f,c,e)&&y.push([f,c,e,this.get_tile_meter_bounds(f,c,e)]);return this.sort_tiles_from_center(y,[u,a,p,h]),y},e.prototype.quadkey_to_tile_xyz=function(t){for(var e=0,i=0,o=t.length,r=o;r>0;r--){var n=1<0;r--){var n=1<0;)if(s=s.substring(0,s.length-1),t=(r=this.quadkey_to_tile_xyz(s))[0],e=r[1],i=r[2],t=(n=this.denormalize_xyz(t,e,i,_))[0],e=n[1],i=n[2],this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]},e.prototype.normalize_xyz=function(t,e,i){if(this.wrap_around){var o=Math.pow(2,i);return[(t%o+o)%o,e,i]}return[t,e,i]},e.prototype.denormalize_xyz=function(t,e,i,o){return[t+o*Math.pow(2,i),e,i]},e.prototype.denormalize_meters=function(t,e,i,o){return[t+2*o*Math.PI*6378137,e]},e.prototype.calculate_world_x_by_tile_xyz=function(t,e,i){return Math.floor(t/Math.pow(2,i))},e}(r.TileSource);i.MercatorTileSource=u,u.__name__=\"MercatorTileSource\",u.init_MercatorTileSource()},\n", " function _(t,e,r){var i=t(113),n=t(166),o=t(121),a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_TileSource=function(){this.define({url:[o.String,\"\"],tile_size:[o.Number,256],max_zoom:[o.Number,30],min_zoom:[o.Number,0],extra_url_vars:[o.Any,{}],attribution:[o.String,\"\"],x_origin_offset:[o.Number],y_origin_offset:[o.Number],initial_resolution:[o.Number]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.tiles=new Map,this._normalize_case()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return e._clear_cache()})},e.prototype.string_lookup_replace=function(t,e){var r=t;for(var i in e){var n=e[i];r=r.replace(\"{\"+i+\"}\",n)}return r},e.prototype._normalize_case=function(){var t=this.url.replace(\"{x}\",\"{X}\").replace(\"{y}\",\"{Y}\").replace(\"{z}\",\"{Z}\").replace(\"{q}\",\"{Q}\").replace(\"{xmin}\",\"{XMIN}\").replace(\"{ymin}\",\"{YMIN}\").replace(\"{xmax}\",\"{XMAX}\").replace(\"{ymax}\",\"{YMAX}\");this.url=t},e.prototype._clear_cache=function(){this.tiles=new Map},e.prototype.tile_xyz_to_key=function(t,e,r){return t+\":\"+e+\":\"+r},e.prototype.key_to_tile_xyz=function(t){var e=t.split(\":\").map(function(t){return parseInt(t)});return[e[0],e[1],e[2]]},e.prototype.sort_tiles_from_center=function(t,e){var r=e[0],i=e[1],n=e[2],o=e[3],a=(n-r)/2+r,c=(o-i)/2+i;t.sort(function(t,e){return Math.sqrt(Math.pow(a-t[0],2)+Math.pow(c-t[1],2))-Math.sqrt(Math.pow(a-e[0],2)+Math.pow(c-e[1],2))})},e.prototype.get_image_url=function(t,e,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{X}\",t.toString()).replace(\"{Y}\",e.toString()).replace(\"{Z}\",r.toString())},e}(n.Model);r.TileSource=a,a.__name__=\"TileSource\",a.init_TileSource()},\n", " function _(r,e,t){var n=r(132);function o(r,e){return n.wgs84_mercator.forward([r,e])}function _(r,e){return n.wgs84_mercator.inverse([r,e])}t.geographic_to_meters=o,t.meters_to_geographic=_,t.geographic_extent_to_meters=function(r){var e=r[0],t=r[1],n=r[2],_=r[3],c=o(e,t),a=c[0],g=c[1],i=o(n,_);return[a,g,i[0],i[1]]},t.meters_extent_to_geographic=function(r){var e=r[0],t=r[1],n=r[2],o=r[3],c=_(e,t),a=c[0],g=c[1],i=_(n,o);return[a,g,i[0],i[1]]}},\n", " function _(t,e,r){var _=t(113),i=function(t){function e(e){return t.call(this,e)||this}return _.__extends(e,t),e.prototype.get_image_url=function(t,e,r){var _=this.string_lookup_replace(this.url,this.extra_url_vars),i=this.tms_to_wmts(t,e,r),u=i[0],n=i[1],o=i[2],l=this.tile_xyz_to_quadkey(u,n,o);return _.replace(\"{Q}\",l)},e}(t(397).MercatorTileSource);r.QUADKEYTileSource=i,i.__name__=\"QUADKEYTileSource\"},\n", " function _(e,t,i){var n=e(113),a=e(402),r=e(176),_=e(225),s=e(163),o=e(121),l=e(318),h=e(110),u=e(109),p=e(174),d=e(170),c=e(403),m=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){this._tiles=[],e.prototype.initialize.call(this)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.request_render()}),this.connect(this.model.tile_source.change,function(){return t.request_render()})},t.prototype.get_extent=function(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]},Object.defineProperty(t.prototype,\"map_plot\",{get:function(){return this.plot_model},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"map_canvas\",{get:function(){return this.plot_view.canvas_view.ctx},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"map_frame\",{get:function(){return this.plot_view.frame},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"x_range\",{get:function(){return this.map_plot.x_range},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y_range\",{get:function(){return this.map_plot.y_range},enumerable:!0,configurable:!0}),t.prototype._set_data=function(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0},t.prototype._update_attribution=function(){null!=this.attribution_el&&s.removeElement(this.attribution_el);var e=this.model.tile_source.attribution;if(u.isString(e)&&e.length>0){var t=this.plot_view,i=t.layout,n=t.frame,a=i._width.value-n._right.value,r=i._height.value-n._bottom.value,_=n._width.value;this.attribution_el=s.div({class:c.bk_tile_attribution,style:{position:\"absolute\",right:a+\"px\",bottom:r+\"px\",\"max-width\":_-4+\"px\",padding:\"2px\",\"background-color\":\"rgba(255,255,255,0.5)\",\"font-size\":\"7pt\",\"line-height\":\"1.05\",\"white-space\":\"nowrap\",overflow:\"hidden\",\"text-overflow\":\"ellipsis\"}}),this.plot_view.canvas_view.events_el.appendChild(this.attribution_el),this.attribution_el.innerHTML=e,this.attribution_el.title=this.attribution_el.textContent.replace(/\\s*\\n\\s*/g,\" \")}},t.prototype._map_data=function(){this.initial_extent=this.get_extent();var e=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value),t=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value,e);this.x_range.start=t[0],this.y_range.start=t[1],this.x_range.end=t[2],this.y_range.end=t[3],this.x_range instanceof _.Range1d&&(this.x_range.reset_start=t[0],this.x_range.reset_end=t[2]),this.y_range instanceof _.Range1d&&(this.y_range.reset_start=t[1],this.y_range.reset_end=t[3]),this._update_attribution()},t.prototype._create_tile=function(e,t,i,n,a){var r=this;void 0===a&&(a=!1);var _=this.model.tile_source.normalize_xyz(e,t,i),s=_[0],o=_[1],h=_[2],u={img:void 0,tile_coords:[e,t,i],normalized_coords:[s,o,h],quadkey:this.model.tile_source.tile_xyz_to_quadkey(e,t,i),cache_key:this.model.tile_source.tile_xyz_to_key(e,t,i),bounds:n,loaded:!1,finished:!1,x_coord:n[0],y_coord:n[3]},p=this.model.tile_source.get_image_url(s,o,h);new l.ImageLoader(p,{loaded:function(e){Object.assign(u,{img:e,loaded:!0}),a?(u.finished=!0,r.notify_finished()):r.request_render()},failed:function(){u.finished=!0}}),this.model.tile_source.tiles.set(u.cache_key,u),this._tiles.push(u)},t.prototype._enforce_aspect_ratio=function(){if(this._last_height!==this.map_frame._height.value||this._last_width!==this.map_frame._width.value){var e=this.get_extent(),t=this.model.tile_source.get_level_by_extent(e,this.map_frame._height.value,this.map_frame._width.value),i=this.model.tile_source.snap_to_zoom_level(e,this.map_frame._height.value,this.map_frame._width.value,t);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame._height.value,this._last_width=this.map_frame._width.value}},t.prototype.has_finished=function(){if(!e.prototype.has_finished.call(this))return!1;if(0===this._tiles.length)return!1;for(var t=0,i=this._tiles;tn&&(a=this.extent,o=n,l=!0),l&&(this.x_range.setv({x_range:{start:a[0],end:a[2]}}),this.y_range.setv({start:a[1],end:a[3]}),this.extent=a),this.extent=a;for(var u=t.get_tiles_by_extent(a,o),p=[],d=[],c=[],m=[],f=0,g=u;f0&&(u=u.filter(function(n){return t.includes(e,n.name)})),u}},\n", " function _(t,o,e){var n=t(113),i=t(370),a=t(201),r=t(121),s=t(373),_=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(o,t),o.prototype._match_aspect=function(t,o,e){var n,i,a,r,s=e.bbox.aspect,_=e.bbox.h_range.end,l=e.bbox.h_range.start,u=e.bbox.v_range.end,p=e.bbox.v_range.start,h=Math.abs(t[0]-o[0]),c=Math.abs(t[1]-o[1]),m=0==c?0:h/c,v=(m>=s?[1,m/s]:[s/m,1])[0];return t[0]<=o[0]?(n=t[0],(i=t[0]+h*v)>_&&(i=_)):(i=t[0],(n=t[0]-h*v)u&&(a=u)):(a=t[1],(r=t[1]-h/s)o.end)&&(this.v_axis_only=!0),(es.end)&&(this.h_axis_only=!0)}null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},n.prototype._pan=function(t){this._update(t.deltaX,t.deltaY),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},n.prototype._pan_end=function(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.push_state(\"pan\",{range:this.pan_info})},n.prototype._update=function(t,n){var e,i,o,s,a,r,_=this.plot_view.frame,l=t-this.last_dx,h=n-this.last_dy,d=_.bbox.h_range,p=d.start-l,u=d.end-l,c=_.bbox.v_range,f=c.start-h,v=c.end-h,y=this.model.dimensions;\"width\"!=y&&\"both\"!=y||this.v_axis_only?(e=d.start,i=d.end,o=0):(e=p,i=u,o=-l),\"height\"!=y&&\"both\"!=y||this.h_axis_only?(s=c.start,a=c.end,r=0):(s=f,a=v,r=-h),this.last_dx=t,this.last_dy=n;var m=_.xscales,b=_.yscales,x={};for(var g in m){var w=m[g].r_invert(e,i),P=w[0],T=w[1];x[g]={start:P,end:T}}var k={};for(var g in b){var V=b[g].r_invert(s,a);P=V[0],T=V[1];k[g]={start:P,end:T}}this.pan_info={xrs:x,yrs:k,sdx:o,sdy:r},this.plot_view.update_range(this.pan_info,!0)},n}(o.GestureToolView);e.PanToolView=r,r.__name__=\"PanToolView\";var _=function(t){function n(n){var e=t.call(this,n)||this;return e.tool_name=\"Pan\",e.event_type=\"pan\",e.default_order=10,e}return i.__extends(n,t),n.init_PanTool=function(){this.prototype.default_view=r,this.define({dimensions:[s.Dimensions,\"both\"]})},Object.defineProperty(n.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(\"Pan\",this.dimensions)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"icon\",{get:function(){switch(this.dimensions){case\"both\":return a.bk_tool_icon_pan;case\"width\":return a.bk_tool_icon_xpan;case\"height\":return a.bk_tool_icon_ypan}},enumerable:!0,configurable:!0}),n}(o.GestureTool);e.PanTool=_,_.__name__=\"PanTool\",_.init_PanTool()},\n", " function _(t,e,o){var l=t(113),i=t(426),a=t(233),n=t(163),s=t(121),c=t(110),_=t(373),r=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.data={sx:[],sy:[]}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){return e._active_change()})},e.prototype._active_change=function(){this.model.active||this._clear_data()},e.prototype._keyup=function(t){t.keyCode==n.Keys.Enter&&this._clear_data()},e.prototype._doubletap=function(t){var e=t.shiftKey;this._do_select(this.data.sx,this.data.sy,!0,e),this.plot_view.push_state(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()},e.prototype._clear_data=function(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})},e.prototype._tap=function(t){var e=t.sx,o=t.sy;this.plot_view.frame.bbox.contains(e,o)&&(this.data.sx.push(e),this.data.sy.push(o),this.model.overlay.update({xs:c.copy(this.data.sx),ys:c.copy(this.data.sy)}))},e.prototype._do_select=function(t,e,o,l){var i={type:\"poly\",sx:t,sy:e};this._select(i,o,l)},e.prototype._emit_callback=function(t){var e=this.computed_renderers[0],o=this.plot_view.frame,l=o.xscales[e.x_range_name],i=o.yscales[e.y_range_name],a=l.v_invert(t.sx),n=i.v_invert(t.sy),s=Object.assign({x:a,y:n},t);null!=this.model.callback&&this.model.callback.execute(this.model,{geometry:s})},e}(i.SelectToolView);o.PolySelectToolView=r,r.__name__=\"PolySelectToolView\";var y=function(){return new a.PolyAnnotation({level:\"overlay\",xs_units:\"screen\",ys_units:\"screen\",fill_color:{value:\"lightgrey\"},fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:2},line_dash:{value:[4,4]}})},p=function(t){function e(e){var o=t.call(this,e)||this;return o.tool_name=\"Poly Select\",o.icon=_.bk_tool_icon_polygon_select,o.event_type=\"tap\",o.default_order=11,o}return l.__extends(e,t),e.init_PolySelectTool=function(){this.prototype.default_view=r,this.define({callback:[s.Any],overlay:[s.Instance,y]})},e}(i.SelectTool);o.PolySelectTool=p,p.__name__=\"PolySelectTool\",p.init_PolySelectTool()},\n", " function _(t,e,i){var n=t(113),s=t(201),r=t(167),l=t(121),a=t(370),o=t(373);function _(t){switch(t){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return t}}function h(t,e,i,n){if(null==e)return!1;var s=i.compute(e);return Math.abs(t-s)s.right)&&(r=!1)}if(null!=s.bottom&&null!=s.top){var a=n.invert(e);(as.top)&&(r=!1)}return r}function d(t,e,i){var n=0;return t>=i.start&&t<=i.end&&(n+=1),e>=i.start&&e<=i.end&&(n+=1),n}function c(t,e,i,n){var s=e.compute(t),r=e.invert(s+i);return r>=n.start&&r<=n.end?r:t}function y(t,e,i){return t>e.start?(e.end=t,i):(e.end=e.start,e.start=t,_(i))}function f(t,e,i){return t=h&&(t.start=o,t.end=_)}i.flip_side=_,i.is_near=h,i.is_inside=u,i.sides_inside=d,i.compute_value=c,i.update_range_end_side=y,i.update_range_start_side=f,i.update_range=g;var v=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.side=0,this.model.update_overlay_from_ranges()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),null!=this.model.x_range&&this.connect(this.model.x_range.change,function(){return e.model.update_overlay_from_ranges()}),null!=this.model.y_range&&this.connect(this.model.y_range.change,function(){return e.model.update_overlay_from_ranges()})},e.prototype._pan_start=function(t){this.last_dx=0,this.last_dy=0;var e=this.model.x_range,i=this.model.y_range,n=this.plot_view.frame,r=n.xscales.default,l=n.yscales.default,a=this.model.overlay,o=a.left,_=a.right,d=a.top,c=a.bottom,y=this.model.overlay.properties.line_width.value()+s.EDGE_TOLERANCE;null!=e&&this.model.x_interaction&&(h(t.sx,o,r,y)?this.side=1:h(t.sx,_,r,y)?this.side=2:u(t.sx,t.sy,r,l,a)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&h(t.sy,c,l,y)&&(this.side=4),0==this.side&&h(t.sy,d,l,y)?this.side=5:u(t.sx,t.sy,r,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))},e.prototype._pan=function(t){var e=this.plot_view.frame,i=t.deltaX-this.last_dx,n=t.deltaY-this.last_dy,s=this.model.x_range,r=this.model.y_range,l=e.xscales.default,a=e.yscales.default;if(null!=s)if(3==this.side||7==this.side)g(s,l,i,e.x_range);else if(1==this.side){var o=c(s.start,l,i,e.x_range);this.side=f(o,s,this.side)}else if(2==this.side){var _=c(s.end,l,i,e.x_range);this.side=y(_,s,this.side)}if(null!=r)if(6==this.side||7==this.side)g(r,a,n,e.y_range);else if(4==this.side){o=c(r.start,a,n,e.y_range);this.side=f(o,r,this.side)}else if(5==this.side){_=c(r.end,a,n,e.y_range);this.side=y(_,r,this.side)}this.last_dx=t.deltaX,this.last_dy=t.deltaY},e.prototype._pan_end=function(t){this.side=0},e}(a.GestureToolView);i.RangeToolView=v,v.__name__=\"RangeToolView\";var p=function(){return new s.BoxAnnotation({level:\"overlay\",render_mode:\"canvas\",fill_color:\"lightgrey\",fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:.5},line_dash:[2,2]})},m=function(t){function e(e){var i=t.call(this,e)||this;return i.tool_name=\"Range Tool\",i.icon=o.bk_tool_icon_range,i.event_type=\"pan\",i.default_order=1,i}return n.__extends(e,t),e.init_RangeTool=function(){this.prototype.default_view=v,this.define({x_range:[l.Instance,null],x_interaction:[l.Boolean,!0],y_range:[l.Instance,null],y_interaction:[l.Boolean,!0],overlay:[l.Instance,p]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.overlay.in_cursor=\"grab\",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?\"ew-resize\":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?\"ns-resize\":null},e.prototype.update_overlay_from_ranges=function(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,r.logger.warn(\"RangeTool not configured with any Ranges.\")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)},e}(a.GestureTool);i.RangeTool=m,m.__name__=\"RangeTool\",m.init_RangeTool()},\n", " function _(e,t,i){var s=e(113),n=e(426),o=e(121),a=e(373),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype._tap=function(e){var t={type:\"point\",sx:e.sx,sy:e.sy},i=e.shiftKey;this._select(t,!0,i)},t.prototype._select=function(e,t,i){var s=this,n=this.model.callback;if(\"select\"==this.model.behavior){var o=this._computed_renderers_by_data_source();for(var a in o){var r=o[a],_=r[0].get_selection_manager(),l=r.map(function(e){return s.plot_view.renderer_views[e.id]});if(_.select(l,e,t,i)&&null!=n){var c=(y=this.plot_view.frame).xscales[r[0].x_range_name],p=y.yscales[r[0].y_range_name],v=c.invert(e.sx),u=p.invert(e.sy),h={geometries:Object.assign(Object.assign({},e),{x:v,y:u}),source:_.source};n.execute(this.model,h)}}this._emit_selection_event(e),this.plot_view.push_state(\"tap\",{selection:this.plot_view.get_selection()})}else for(var m=0,f=this.computed_renderers;m.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)},t.prototype._update_ranges=function(e){var t,n,o,r,i=this.plot_view.frame,a=i.bbox.h_range,s=i.bbox.v_range,l=[a.start,a.end],_=l[0],h=l[1],d=[s.start,s.end],u=d[0],p=d[1];switch(this.model.dimension){case\"height\":var c=Math.abs(p-u);t=_,n=h,o=u-c*e,r=p-c*e;break;case\"width\":var v=Math.abs(h-_);t=_-v*e,n=h-v*e,o=u,r=p;break;default:throw new Error(\"this shouldn't have happened\")}var f=i.xscales,m=i.yscales,w={};for(var b in f){var g=f[b].r_invert(t,n),y=g[0],P=g[1];w[b]={start:y,end:P}}var T={};for(var b in m){var W=m[b].r_invert(o,r);y=W[0],P=W[1];T[b]={start:y,end:P}}var x={xrs:w,yrs:T,factor:e};this.plot_view.push_state(\"wheel_pan\",{range:x}),this.plot_view.update_range(x,!1,!0),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},t}(r.GestureToolView);n.WheelPanToolView=s,s.__name__=\"WheelPanToolView\";var l=function(e){function t(t){var n=e.call(this,t)||this;return n.tool_name=\"Wheel Pan\",n.icon=a.bk_tool_icon_wheel_pan,n.event_type=\"scroll\",n.default_order=12,n}return o.__extends(t,e),t.init_WheelPanTool=function(){this.prototype.default_view=s,this.define({dimension:[i.Dimension,\"width\"]}),this.internal({speed:[i.Number,.001]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimension)},enumerable:!0,configurable:!0}),t}(r.GestureTool);n.WheelPanTool=l,l.__name__=\"WheelPanTool\",l.init_WheelPanTool()},\n", " function _(e,o,t){var i=e(113),n=e(370),l=e(416),s=e(121),_=e(197),r=e(373),a=function(e){function o(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(o,e),o.prototype._pinch=function(e){var o,t=e.sx,i=e.sy,n=e.scale;o=n>=1?20*(n-1):-20/n,this._scroll({type:\"wheel\",sx:t,sy:i,delta:o})},o.prototype._scroll=function(e){var o=this.plot_view.frame,t=o.bbox.h_range,i=o.bbox.v_range,n=e.sx,s=e.sy,_=this.model.dimensions,r=(\"width\"==_||\"both\"==_)&&t.start=0){var v=d.match(/\\$color(\\[.*\\])?:(\\w*)/),y=v[1],x=void 0===y?\"\":y,g=v[2],b=e.get_column(g);if(null==b){var w=_.span({},g+\" unknown\");m.appendChild(w);continue}var k=x.indexOf(\"hex\")>=0,T=x.indexOf(\"swatch\")>=0,H=u.isNumber(t)?b[t]:null;if(null==H){var C=_.span({},\"(null)\");m.appendChild(C);continue}k&&(H=h.color2hex(H));var G=_.span({},H);m.appendChild(G),T&&(G=_.span({class:f.bk_tooltip_color_block,style:{backgroundColor:H}},\" \"),m.appendChild(G))}else{(G=_.span()).innerHTML=c.replace_placeholders(d.replace(\"$~\",\"$data_\"),e,t,this.model.formatters,n),m.appendChild(G)}}return o},t}(o.InspectToolView);n.HoverToolView=b,b.__name__=\"HoverToolView\";var w=function(e){function t(t){var n=e.call(this,t)||this;return n.tool_name=\"Hover\",n.icon=y.bk_tool_icon_hover,n}return i.__extends(t,e),t.init_HoverTool=function(){this.prototype.default_view=b,this.define({tooltips:[p.Any,[[\"index\",\"$index\"],[\"data (x, y)\",\"($x, $y)\"],[\"screen (x, y)\",\"($sx, $sy)\"]]],formatters:[p.Any,{}],renderers:[p.Any,\"auto\"],names:[p.Array,[]],mode:[p.HoverMode,\"mouse\"],point_policy:[p.PointPolicy,\"snap_to_data\"],line_policy:[p.LinePolicy,\"nearest\"],show_arrow:[p.Boolean,!0],anchor:[p.Anchor,\"center\"],attachment:[p.TooltipAttachment,\"horizontal\"],callback:[p.Any]})},t}(o.InspectTool);n.HoverTool=w,w.__name__=\"HoverTool\",w.init_HoverTool()},\n", " function _(t,e,o){var n=t(113),i=t(121),r=t(116),c=t(166),l=t(364),u=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_ToolProxy=function(){this.define({tools:[i.Array,[]],active:[i.Boolean,!1],disabled:[i.Boolean,!1]})},Object.defineProperty(e.prototype,\"button_view\",{get:function(){return this.tools[0].button_view},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"event_type\",{get:function(){return this.tools[0].event_type},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"tooltip\",{get:function(){return this.tools[0].tooltip},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"tool_name\",{get:function(){return this.tools[0].tool_name},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"icon\",{get:function(){return this.tools[0].computed_icon},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"computed_icon\",{get:function(){return this.icon},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"toggleable\",{get:function(){var t=this.tools[0];return t instanceof l.InspectTool&&t.toggleable},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.do=new r.Signal0(this,\"do\")},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.do,function(){return e.doit()}),this.connect(this.properties.active.change,function(){return e.set_active()})},e.prototype.doit=function(){for(var t=0,e=this.tools;t0)if(\"multi\"==u)for(var w=0,T=z;w0&&this.actions.push(x(z))}for(var m in this.inspectors=[],i){(z=i[m]).length>0&&this.inspectors.push(x(z,!0))}for(var V in this.gestures){0!=(_=this.gestures[V]).tools.length&&(_.tools=r.sort_by(_.tools,function(t){return t.default_order}),\"pinch\"!=V&&\"scroll\"!=V&&\"multi\"!=V&&(_.tools[0].active=!0))}},o}(s.ToolbarBase);i.ProxyToolbar=p,p.__name__=\"ProxyToolbar\";var c=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(o,t),o.prototype.initialize=function(){this.model.toolbar.toolbar_location=this.model.toolbar_location,t.prototype.initialize.call(this)},Object.defineProperty(o.prototype,\"child_models\",{get:function(){return[this.model.toolbar]},enumerable:!0,configurable:!0}),o.prototype._update_layout=function(){this.layout=new h.ContentBox(this.child_views[0].el),this.model.toolbar.horizontal?this.layout.set_sizing({width_policy:\"fit\",min_width:100,height_policy:\"fixed\"}):this.layout.set_sizing({width_policy:\"fixed\",height_policy:\"fit\",min_height:100})},o}(a.LayoutDOMView);i.ToolbarBoxView=c,c.__name__=\"ToolbarBoxView\";var u=function(t){function o(o){return t.call(this,o)||this}return e.__extends(o,t),o.init_ToolbarBox=function(){this.prototype.default_view=c,this.define({toolbar:[n.Instance],toolbar_location:[n.Location,\"right\"]})},o}(a.LayoutDOM);i.ToolbarBox=u,u.__name__=\"ToolbarBox\",u.init_ToolbarBox()},\n", " function _(e,n,t){var d=e(106),i=e(163),o=e(442);t.index={},t.add_document_standalone=function(e,n,a,l){void 0===a&&(a={}),void 0===l&&(l=!1);var r={};function v(e){var d;e.id in a?d=a[e.id]:n.classList.contains(o.BOKEH_ROOT)?d=n:(d=i.div({class:o.BOKEH_ROOT}),n.appendChild(d));var l=function(e){var n=new e.default_view({model:e,parent:null});return t.index[e.id]=n,n}(e);l.renderTo(d),r[e.id]=l}for(var c=0,u=e.roots();c\");if(\"SCRIPT\"==r.tagName){var t=n.div({class:o.BOKEH_ROOT});n.replaceWith(r,t),r=t}return r}o.BOKEH_ROOT=t.bk_root,o._resolve_element=function(e){var r=e.elementid;return null!=r?l(r):document.body},o._resolve_root_elements=function(e){var r={};if(null!=e.roots)for(var o in e.roots)r[o]=l(e.roots[o]);return r}},\n", " function _(n,o,t){var e=n(444),r=n(167),a=n(441);t._get_ws_url=function(n,o){var t,e=\"ws:\";return\"https:\"==window.location.protocol&&(e=\"wss:\"),null!=o?(t=document.createElement(\"a\")).href=o:t=window.location,null!=n?\"/\"==n&&(n=\"\"):n=t.pathname.replace(/\\/+$/,\"\"),e+\"//\"+t.host+n+\"/ws\"};var i={};t.add_document_from_session=function(n,o,t,s,u){void 0===s&&(s={}),void 0===u&&(u=!1);var c=window.location.search.substr(1);return function(n,o,t){n in i||(i[n]={});var r=i[n];return o in r||(r[o]=e.pull_session(n,o,t)),r[o]}(n,o,c).then(function(n){return a.add_document_standalone(n.document,t,s,u)},function(n){throw r.logger.error(\"Failed to load Bokeh session \"+o+\": \"+n),n})}},\n", " function _(e,n,o){var t=e(167),s=e(106),r=e(445),i=e(446),c=e(447);o.DEFAULT_SERVER_WEBSOCKET_URL=\"ws://localhost:5006/ws\",o.DEFAULT_SESSION_ID=\"default\";var l=0,_=function(){function e(e,n,s,r,c){void 0===e&&(e=o.DEFAULT_SERVER_WEBSOCKET_URL),void 0===n&&(n=o.DEFAULT_SESSION_ID),void 0===s&&(s=null),void 0===r&&(r=null),void 0===c&&(c=null),this.url=e,this.id=n,this.args_string=s,this._on_have_session_hook=r,this._on_closed_permanently_hook=c,this._number=l++,this.socket=null,this.session=null,this.closed_permanently=!1,this._current_handler=null,this._pending_ack=null,this._pending_replies={},this._pending_messages=[],this._receiver=new i.Receiver,t.logger.debug(\"Creating websocket \"+this._number+\" to '\"+this.url+\"' session '\"+this.id+\"'\")}return e.prototype.connect=function(){var e=this;if(this.closed_permanently)return Promise.reject(new Error(\"Cannot connect() a closed ClientConnection\"));if(null!=this.socket)return Promise.reject(new Error(\"Already connected\"));this._pending_replies={},this._current_handler=null;try{var n=this.url+\"?bokeh-protocol-version=1.0&bokeh-session-id=\"+this.id;return null!=this.args_string&&this.args_string.length>0&&(n+=\"&\"+this.args_string),this.socket=new WebSocket(n),new Promise(function(n,o){e.socket.binaryType=\"arraybuffer\",e.socket.onopen=function(){return e._on_open(n,o)},e.socket.onmessage=function(n){return e._on_message(n)},e.socket.onclose=function(n){return e._on_close(n)},e.socket.onerror=function(){return e._on_error(o)}})}catch(e){return t.logger.error(\"websocket creation failed to url: \"+this.url),t.logger.error(\" - \"+e),Promise.reject(e)}},e.prototype.close=function(){this.closed_permanently||(t.logger.debug(\"Permanently closing websocket connection \"+this._number),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,\"close method called on ClientConnection \"+this._number),this.session._connection_closed(),null!=this._on_closed_permanently_hook&&(this._on_closed_permanently_hook(),this._on_closed_permanently_hook=null))},e.prototype._schedule_reconnect=function(e){var n=this;setTimeout(function(){n.closed_permanently||t.logger.info(\"Websocket connection \"+n._number+\" disconnected, will not attempt to reconnect\")},e)},e.prototype.send=function(e){if(null==this.socket)throw new Error(\"not connected so cannot send \"+e);e.send(this.socket)},e.prototype.send_with_reply=function(e){var n=this;return new Promise(function(o,t){n._pending_replies[e.msgid()]=[o,t],n.send(e)}).then(function(e){if(\"ERROR\"===e.msgtype())throw new Error(\"Error reply \"+e.content.text);return e},function(e){throw e})},e.prototype._pull_doc_json=function(){var e=r.Message.create(\"PULL-DOC-REQ\",{});return this.send_with_reply(e).then(function(e){if(!(\"doc\"in e.content))throw new Error(\"No 'doc' field in PULL-DOC-REPLY\");return e.content.doc},function(e){throw e})},e.prototype._repull_session_doc=function(){var e=this;null==this.session?t.logger.debug(\"Pulling session for first time\"):t.logger.debug(\"Repulling session\"),this._pull_doc_json().then(function(n){if(null==e.session)if(e.closed_permanently)t.logger.debug(\"Got new document after connection was already closed\");else{var o=s.Document.from_json(n),i=s.Document._compute_patch_since_json(n,o);if(i.events.length>0){t.logger.debug(\"Sending \"+i.events.length+\" changes from model construction back to server\");var l=r.Message.create(\"PATCH-DOC\",{},i);e.send(l)}e.session=new c.ClientSession(e,o,e.id);for(var _=0,h=e._pending_messages;_0)throw new Error(\"BokehJS only supports receiving buffers, not sending\");var t=JSON.stringify(this.header),r=JSON.stringify(this.metadata),n=JSON.stringify(this.content);e.send(t),e.send(r),e.send(n)},e.prototype.msgid=function(){return this.header.msgid},e.prototype.msgtype=function(){return this.header.msgtype},e.prototype.reqid=function(){return this.header.reqid},e.prototype.problem=function(){return\"msgid\"in this.header?\"msgtype\"in this.header?null:\"No msgtype in header\":\"No msgid in header\"},e}();r.Message=s,s.__name__=\"Message\"},\n", " function _(t,e,s){var r=t(445),_=function(){function t(){this.message=null,this._partial=null,this._fragments=[],this._buf_header=null,this._current_consumer=this._HEADER}return t.prototype.consume=function(t){this._current_consumer(t)},t.prototype._HEADER=function(t){this._assume_text(t),this.message=null,this._partial=null,this._fragments=[t],this._buf_header=null,this._current_consumer=this._METADATA},t.prototype._METADATA=function(t){this._assume_text(t),this._fragments.push(t),this._current_consumer=this._CONTENT},t.prototype._CONTENT=function(t){this._assume_text(t),this._fragments.push(t);var e=this._fragments.slice(0,3),s=e[0],_=e[1],i=e[2];this._partial=r.Message.assemble(s,_,i),this._check_complete()},t.prototype._BUFFER_HEADER=function(t){this._assume_text(t),this._buf_header=t,this._current_consumer=this._BUFFER_PAYLOAD},t.prototype._BUFFER_PAYLOAD=function(t){this._assume_binary(t),this._partial.assemble_buffer(this._buf_header,t),this._check_complete()},t.prototype._assume_text=function(t){if(t instanceof ArrayBuffer)throw new Error(\"Expected text fragment but received binary fragment\")},t.prototype._assume_binary=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Expected binary fragment but received text fragment\")},t.prototype._check_complete=function(){this._partial.complete()?(this.message=this._partial,this._current_consumer=this._HEADER):this._current_consumer=this._BUFFER_HEADER},t}();s.Receiver=_,_.__name__=\"Receiver\"},\n", " function _(e,t,n){var o=e(106),i=e(445),r=e(167),s=function(){function e(e,t,n){var o=this;this._connection=e,this.document=t,this.id=n,this._document_listener=function(e){return o._document_changed(e)},this.document.on_change(this._document_listener),this.event_manager=this.document.event_manager,this.event_manager.session=this}return e.prototype.handle=function(e){var t=e.msgtype();\"PATCH-DOC\"===t?this._handle_patch(e):\"OK\"===t?this._handle_ok(e):\"ERROR\"===t?this._handle_error(e):r.logger.debug(\"Doing nothing with message \"+e.msgtype())},e.prototype.close=function(){this._connection.close()},e.prototype.send_event=function(e){var t=i.Message.create(\"EVENT\",{},JSON.stringify(e.to_json()));this._connection.send(t)},e.prototype._connection_closed=function(){this.document.remove_on_change(this._document_listener)},e.prototype.request_server_info=function(){var e=i.Message.create(\"SERVER-INFO-REQ\",{});return this._connection.send_with_reply(e).then(function(e){return e.content})},e.prototype.force_roundtrip=function(){return this.request_server_info().then(function(e){})},e.prototype._document_changed=function(e){if(e.setter_id!==this.id&&(!(e instanceof o.ModelChangedEvent)||e.attr in e.model.serializable_attributes())){var t=i.Message.create(\"PATCH-DOC\",{},this.document.create_json_patch([e]));this._connection.send(t)}},e.prototype._handle_patch=function(e){this.document.apply_json_patch(e.content,e.buffers,this.id)},e.prototype._handle_ok=function(e){r.logger.trace(\"Unhandled OK reply to \"+e.reqid())},e.prototype._handle_error=function(e){r.logger.error(\"Unhandled ERROR reply to \"+e.reqid()+\": \"+e.content.text)},e}();n.ClientSession=s,s.__name__=\"ClientSession\"},\n", " function _(e,o,t){var n=e(106),r=e(446),s=e(167),i=e(125),a=e(441),l=e(442);function c(e,o){o.buffers.length>0?e.consume(o.buffers[0].buffer):e.consume(o.content.data);var t=e.message;null!=t&&this.apply_json_patch(t.content,t.buffers)}function g(e,o){if(\"undefined\"!=typeof Jupyter&&null!=Jupyter.notebook.kernel){s.logger.info(\"Registering Jupyter comms for target \"+e);var n=Jupyter.notebook.kernel.comm_manager;try{n.register_target(e,function(t){s.logger.info(\"Registering Jupyter comms for target \"+e);var n=new r.Receiver;t.on_msg(c.bind(o,n))})}catch(e){s.logger.warn(\"Jupyter comms failed to register. push_notebook() will not function. (exception reported: \"+e+\")\")}}else if(o.roots()[0].id in t.kernels){s.logger.info(\"Registering JupyterLab comms for target \"+e);var i=t.kernels[o.roots()[0].id];try{i.registerCommTarget(e,function(t){s.logger.info(\"Registering JupyterLab comms for target \"+e);var n=new r.Receiver;t.onMsg=c.bind(o,n)})}catch(e){s.logger.warn(\"Jupyter comms failed to register. push_notebook() will not function. (exception reported: \"+e+\")\")}}else console.warn(\"Jupyter notebooks comms not available. push_notebook() will not function. If running JupyterLab ensure the latest @bokeh/jupyter_bokeh extension is installed. In an exported notebook this warning is expected.\")}e(374),e(449),t.kernels={},t.embed_items_notebook=function(e,o){if(1!=i.size(e))throw new Error(\"embed_items_notebook expects exactly one document in docs_json\");for(var t=n.Document.from_json(i.values(e)[0]),r=0,s=o;r0&&(this.model.value=this.menu.children[this._hover_index].textContent,this.input_el.focus(),this._hide_menu())},t.prototype._update_completions=function(e){s.empty(this.menu);for(var t=0,n=e;t0&&this.menu.children[0].classList.add(r.bk_active)},t.prototype._show_menu=function(){var e=this;if(!this._open){this._open=!0,this._hover_index=0,this._last_value=this.model.value,s.display(this.menu);var t=function(n){var i=n.target;i instanceof HTMLElement&&!e.el.contains(i)&&(document.removeEventListener(\"click\",t),e._hide_menu())};document.addEventListener(\"click\",t)}},t.prototype._hide_menu=function(){this._open&&(this._open=!1,s.undisplay(this.menu))},t.prototype._menu_click=function(e){e.target!=e.currentTarget&&e.target instanceof Element&&(this.model.value=e.target.textContent,this.input_el.focus(),this._hide_menu())},t.prototype._menu_hover=function(e){if(e.target!=e.currentTarget&&e.target instanceof Element){var t=0;for(t=0;t0&&(this.menu.children[this._hover_index].classList.remove(r.bk_active),this._hover_index=u.clamp(e,0,t-1),this.menu.children[this._hover_index].classList.add(r.bk_active))},t.prototype._keydown=function(e){},t.prototype._keyup=function(e){switch(e.keyCode){case s.Keys.Enter:this.change_input();break;case s.Keys.Esc:this._hide_menu();break;case s.Keys.Up:this._bump_hover(this._hover_index-1);break;case s.Keys.Down:this._bump_hover(this._hover_index+1);break;default:var t=this.input_el.value;if(t.length *:not(:first-child) {\\n margin-left: 5px;\\n}\\n.bk-root .bk-input-group input[type=\"checkbox\"] + span,\\n.bk-root .bk-input-group input[type=\"radio\"] + span {\\n position: relative;\\n top: -2px;\\n margin-left: 3px;\\n}\\n'),t.bk_input=\"bk-input\",t.bk_input_group=\"bk-input-group\"},\n", " 482: function _(t,n,i){var e=t(113),o=t(474),u=t(376),c=t(121),r=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(n,t),n.prototype.click=function(){this.model.clicks=this.model.clicks+1,this.model.trigger_event(new u.ButtonClick),t.prototype.click.call(this)},n}(o.AbstractButtonView);i.ButtonView=r,r.__name__=\"ButtonView\";var l=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_Button=function(){this.prototype.default_view=r,this.define({clicks:[c.Number,0]}),this.override({label:\"Button\"})},n}(o.AbstractButton);i.Button=l,l.__name__=\"Button\",l.init_Button()},\n", " 483: function _(t,e,o){var n=t(113),i=t(484),u=t(163),c=t(117),r=t(121),a=t(240),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),Object.defineProperty(e.prototype,\"active\",{get:function(){return new c.Set(this.model.active)},enumerable:!0,configurable:!0}),e.prototype.change_active=function(t){var e=this.active;e.toggle(t),this.model.active=e.values,null!=this.model.callback&&this.model.callback.execute(this.model)},e.prototype._update_active=function(){var t=this.active;this._buttons.forEach(function(e,o){u.classes(e).toggle(a.bk_active,t.has(o))})},e}(i.ButtonGroupView);o.CheckboxButtonGroupView=h,h.__name__=\"CheckboxButtonGroupView\";var l=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_CheckboxButtonGroup=function(){this.prototype.default_view=h,this.define({active:[r.Array,[]]})},e}(i.ButtonGroup);o.CheckboxButtonGroup=l,l.__name__=\"CheckboxButtonGroup\",l.init_CheckboxButtonGroup()},\n", " 484: function _(t,n,e){var o=t(113),i=t(475),r=t(163),u=t(121),a=t(347),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this);var e=this.model.properties;this.on_change(e.button_type,function(){return n.render()}),this.on_change(e.labels,function(){return n.render()}),this.on_change(e.active,function(){return n._update_active()})},n.prototype.render=function(){var n=this;t.prototype.render.call(this),this._buttons=this.model.labels.map(function(t,e){var o=r.div({class:[a.bk_btn,a.bk_btn_type(n.model.button_type)],disabled:n.model.disabled},t);return o.addEventListener(\"click\",function(){return n.change_active(e)}),o}),this._update_active();var e=r.div({class:a.bk_btn_group},this._buttons);this.el.appendChild(e)},n}(i.ControlView);e.ButtonGroupView=s,s.__name__=\"ButtonGroupView\";var _=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n.init_ButtonGroup=function(){this.define({labels:[u.Array,[]],button_type:[u.ButtonType,\"default\"],callback:[u.Any]})},n}(i.Control);e.ButtonGroup=_,_.__name__=\"ButtonGroup\",_.init_ButtonGroup()},\n", " 485: function _(e,t,n){var i=e(113),l=e(486),o=e(163),a=e(110),r=e(117),c=e(121),u=e(240),h=e(481),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.render=function(){var t=this;e.prototype.render.call(this);var n=o.div({class:[h.bk_input_group,this.model.inline?u.bk_inline:null]});this.el.appendChild(n);for(var i=this.model,l=i.active,r=i.labels,c=function(e){var i=o.input({type:\"checkbox\",value:\"\"+e});i.addEventListener(\"change\",function(){return t.change_active(e)}),p.model.disabled&&(i.disabled=!0),a.includes(l,e)&&(i.checked=!0);var c=o.label({},i,o.span({},r[e]));n.appendChild(c)},p=this,s=0;sn||this._o.position.indexOf(\"right\")>-1&&a-e+t.offsetWidth>0)&&(a=a-e+t.offsetWidth),(this._o.reposition&&r+i>o+s||this._o.position.indexOf(\"top\")>-1&&r-i-t.offsetHeight>0)&&(r=r-i-t.offsetHeight),this.el.style.left=a+\"px\",this.el.style.top=r+\"px\"}};var d=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.render()})},e.prototype.render=function(){var e=this;null!=this._picker&&this._picker.destroy(),t.prototype.render.call(this),this.input_el=s.input({type:\"text\",class:r.bk_input,disabled:this.model.disabled}),this.group_el.appendChild(this.input_el),this._picker=new a({field:this.input_el,defaultDate:this._unlocal_date(new Date(this.model.value)),setDefaultDate:!0,minDate:null!=this.model.min_date?this._unlocal_date(new Date(this.model.min_date)):void 0,maxDate:null!=this.model.max_date?this._unlocal_date(new Date(this.model.max_date)):void 0,onSelect:function(t){return e._on_select(t)}}),this._root_element.appendChild(this._picker.el)},e.prototype._unlocal_date=function(t){var e=6e4*t.getTimezoneOffset();t.setTime(t.getTime()-e);var i=t.toISOString().substr(0,10).split(\"-\");return new Date(Number(i[0]),Number(i[1])-1,Number(i[2]))},e.prototype._on_select=function(t){this.model.value=t.toDateString(),this.change_input()},e}(o.InputWidgetView);i.DatePickerView=d,d.__name__=\"DatePickerView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_DatePicker=function(){this.prototype.default_view=d,this.define({value:[l.Any,(new Date).toDateString()],min_date:[l.Any],max_date:[l.Any]})},e}(o.InputWidget);i.DatePicker=h,h.__name__=\"DatePicker\",h.init_DatePicker()},\n", " 489: function _(e,t,n){var a=function(e,t,n,a){e.addEventListener(t,n,!!a)},i=function(e,t,n,a){e.removeEventListener(t,n,!!a)},s=function(e,t){return-1!==(\" \"+e.className+\" \").indexOf(\" \"+t+\" \")},o=function(e,t){s(e,t)||(e.className=\"\"===e.className?t:e.className+\" \"+t)},r=function(e,t){var n;e.className=(n=(\" \"+e.className+\" \").replace(\" \"+t+\" \",\" \")).trim?n.trim():n.replace(/^\\s+|\\s+$/g,\"\")},l=function(e){return/Array/.test(Object.prototype.toString.call(e))},h=function(e){return/Date/.test(Object.prototype.toString.call(e))&&!isNaN(e.getTime())},d=function(e){var t=e.getDay();return 0===t||6===t},u=function(e){\n", " // solution lifted from date.js (MIT license): https://github.com/datejs/Datejs\n", " return e%4==0&&e%100!=0||e%400==0},c=function(e,t){return[31,u(e)?29:28,31,30,31,30,31,31,30,31,30,31][t]},f=function(e){h(e)&&e.setHours(0,0,0,0)},g=function(e,t){return e.getTime()===t.getTime()},m=function(e,t,n){var a,i;for(a in t)(i=void 0!==e[a])&&\"object\"==typeof t[a]&&null!==t[a]&&void 0===t[a].nodeName?h(t[a])?n&&(e[a]=new Date(t[a].getTime())):l(t[a])?n&&(e[a]=t[a].slice(0)):e[a]=m({},t[a],n):!n&&i||(e[a]=t[a]);return e},p=function(e,t,n){var a;document.createEvent?((a=document.createEvent(\"HTMLEvents\")).initEvent(t,!0,!1),a=m(a,n),e.dispatchEvent(a)):document.createEventObject&&(a=document.createEventObject(),a=m(a,n),e.fireEvent(\"on\"+t,a))},y=function(e){return e.month<0&&(e.year-=Math.ceil(Math.abs(e.month)/12),e.month+=12),e.month>11&&(e.year+=Math.floor(Math.abs(e.month)/12),e.month-=12),e},D={field:null,bound:void 0,ariaLabel:\"Use the arrow keys to pick a date\",position:\"bottom left\",reposition:!0,format:\"YYYY-MM-DD\",toString:null,parse:null,defaultDate:null,setDefaultDate:!1,firstDay:0,formatStrict:!1,minDate:null,maxDate:null,yearRange:10,showWeekNumber:!1,pickWholeWeek:!1,minYear:0,maxYear:9999,minMonth:void 0,maxMonth:void 0,startRange:null,endRange:null,isRTL:!1,yearSuffix:\"\",showMonthAfterYear:!1,showDaysInNextAndPreviousMonths:!1,enableSelectionDaysInNextAndPreviousMonths:!1,numberOfMonths:1,mainCalendar:\"left\",container:void 0,blurFieldOnSelect:!0,i18n:{previousMonth:\"Previous Month\",nextMonth:\"Next Month\",months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],weekdays:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],weekdaysShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"]},theme:null,events:[],onSelect:null,onOpen:null,onClose:null,onDraw:null,keyboardInput:!0},b=function(e,t,n){for(t+=e.firstDay;t>=7;)t-=7;return n?e.i18n.weekdaysShort[t]:e.i18n.weekdays[t]},_=function(e){var t=[],n=\"false\";if(e.isEmpty){if(!e.showDaysInNextAndPreviousMonths)return'';t.push(\"is-outside-current-month\"),e.enableSelectionDaysInNextAndPreviousMonths||t.push(\"is-selection-disabled\")}return e.isDisabled&&t.push(\"is-disabled\"),e.isToday&&t.push(\"is-today\"),e.isSelected&&(t.push(\"is-selected\"),n=\"true\"),e.hasEvent&&t.push(\"has-event\"),e.isInRange&&t.push(\"is-inrange\"),e.isStartRange&&t.push(\"is-startrange\"),e.isEndRange&&t.push(\"is-endrange\"),'\"},v=function(e,t,n){return''+function(e){e.setHours(0,0,0,0);var t=e.getDate(),n=e.getDay(),a=function(e){return(e+7-1)%7};e.setDate(t+3-a(n));var i=new Date(e.getFullYear(),0,4),s=(e.getTime()-i.getTime())/864e5;return 1+Math.round((s-3+a(i.getDay()))/7)}(new Date(n,t,e))+\"\"},w=function(e,t,n,a){return''+(t?e.reverse():e).join(\"\")+\"\"},k=function(e,t,n,a,i,s){var o,r,h,d,u,c=e._o,f=n===c.minYear,g=n===c.maxYear,m='
',p=!0,y=!0;for(h=[],o=0;o<12;o++)h.push('\");for(d='
'+c.i18n.months[a]+'
\",l(c.yearRange)?(o=c.yearRange[0],r=c.yearRange[1]+1):(o=n-c.yearRange,r=1+n+c.yearRange),h=[];o=c.minYear&&h.push('\");return u='
'+n+c.yearSuffix+'
\",c.showMonthAfterYear?m+=u+d:m+=d+u,f&&(0===a||c.minMonth>=a)&&(p=!1),g&&(11===a||c.maxMonth<=a)&&(y=!1),0===t&&(m+='\"),t===e._o.numberOfMonths-1&&(m+='\"),m+\"
\"},M=function(e,t,n){return''+function(e){var t,n=[];for(e.showWeekNumber&&n.push(\"\"),t=0;t<7;t++)n.push('\");return\"\"+(e.isRTL?n.reverse():n).join(\"\")+\"\"}(e)+(\"\"+t.join(\"\")+\"\")+\"
'+b(e,t,!0)+\"
\"},x=function(e){var t=this,n=t.config(e);t._onMouseDown=function(e){if(t._v){var a=(e=e||window.event).target||e.srcElement;if(a)if(s(a,\"is-disabled\")||(!s(a,\"pika-button\")||s(a,\"is-empty\")||s(a.parentNode,\"is-disabled\")?s(a,\"pika-prev\")?t.prevMonth():s(a,\"pika-next\")&&t.nextMonth():(t.setDate(new Date(a.getAttribute(\"data-pika-year\"),a.getAttribute(\"data-pika-month\"),a.getAttribute(\"data-pika-day\"))),n.bound&&setTimeout(function(){t.hide(),n.blurFieldOnSelect&&n.field&&n.field.blur()},100))),s(a,\"pika-select\"))t._c=!0;else{if(!e.preventDefault)return e.returnValue=!1,!1;e.preventDefault()}}},t._onChange=function(e){var n=(e=e||window.event).target||e.srcElement;n&&(s(n,\"pika-select-month\")?t.gotoMonth(n.value):s(n,\"pika-select-year\")&&t.gotoYear(n.value))},t._onKeyChange=function(e){if(e=e||window.event,t.isVisible())switch(e.keyCode){case 13:case 27:n.field&&n.field.blur();break;case 37:t.adjustDate(\"subtract\",1);break;case 38:t.adjustDate(\"subtract\",7);break;case 39:t.adjustDate(\"add\",1);break;case 40:t.adjustDate(\"add\",7);break;case 8:case 46:t.setDate(null)}},t._parseFieldValue=function(){return n.parse?n.parse(n.field.value,n.format):new Date(Date.parse(n.field.value))},t._onInputChange=function(e){var n;e.firedBy!==t&&(n=t._parseFieldValue(),h(n)&&t.setDate(n),t._v||t.show())},t._onInputFocus=function(){t.show()},t._onInputClick=function(){t.show()},t._onInputBlur=function(){var e=document.activeElement;do{if(s(e,\"pika-single\"))return}while(e=e.parentNode);t._c||(t._b=setTimeout(function(){t.hide()},50)),t._c=!1},t._onClick=function(e){var a=(e=e||window.event).target||e.srcElement,i=a;if(a){do{if(s(i,\"pika-single\")||i===n.trigger)return}while(i=i.parentNode);t._v&&a!==n.trigger&&i!==n.trigger&&t.hide()}},t.el=document.createElement(\"div\"),t.el.className=\"pika-single\"+(n.isRTL?\" is-rtl\":\"\")+(n.theme?\" \"+n.theme:\"\"),a(t.el,\"mousedown\",t._onMouseDown,!0),a(t.el,\"touchend\",t._onMouseDown,!0),a(t.el,\"change\",t._onChange),n.keyboardInput&&a(document,\"keydown\",t._onKeyChange),n.field&&(n.container?n.container.appendChild(t.el):n.bound?document.body.appendChild(t.el):n.field.parentNode.insertBefore(t.el,n.field.nextSibling),a(n.field,\"change\",t._onInputChange),n.defaultDate||(n.defaultDate=t._parseFieldValue(),n.setDefaultDate=!0));var i=n.defaultDate;h(i)?n.setDefaultDate?t.setDate(i,!0):t.gotoDate(i):t.gotoDate(new Date),n.bound?(this.hide(),t.el.className+=\" is-bound\",a(n.trigger,\"click\",t._onInputClick),a(n.trigger,\"focus\",t._onInputFocus),a(n.trigger,\"blur\",t._onInputBlur)):this.show()};x.prototype={config:function(e){this._o||(this._o=m({},D,!0));var t=m(this._o,e,!0);t.isRTL=!!t.isRTL,t.field=t.field&&t.field.nodeName?t.field:null,t.theme=\"string\"==typeof t.theme&&t.theme?t.theme:null,t.bound=!!(void 0!==t.bound?t.field&&t.bound:t.field),t.trigger=t.trigger&&t.trigger.nodeName?t.trigger:t.field,t.disableWeekends=!!t.disableWeekends,t.disableDayFn=\"function\"==typeof t.disableDayFn?t.disableDayFn:null;var n=parseInt(t.numberOfMonths,10)||1;if(t.numberOfMonths=n>4?4:n,h(t.minDate)||(t.minDate=!1),h(t.maxDate)||(t.maxDate=!1),t.minDate&&t.maxDate&&t.maxDate100&&(t.yearRange=100);return t},toString:function(e){return e=e||this._o.format,h(this._d)?this._o.toString?this._o.toString(this._d,e):this._d.toDateString():\"\"},getDate:function(){return h(this._d)?new Date(this._d.getTime()):null},setDate:function(e,t){if(!e)return this._d=null,this._o.field&&(this._o.field.value=\"\",p(this._o.field,\"change\",{firedBy:this})),this.draw();if(\"string\"==typeof e&&(e=new Date(Date.parse(e))),h(e)){var n=this._o.minDate,a=this._o.maxDate;h(n)&&ea&&(e=a),this._d=new Date(e.getTime()),f(this._d),this.gotoDate(this._d),this._o.field&&(this._o.field.value=this.toString(),p(this._o.field,\"change\",{firedBy:this})),t||\"function\"!=typeof this._o.onSelect||this._o.onSelect.call(this,this.getDate())}},clear:function(){this.setDate(null)},gotoDate:function(e){var t=!0;if(h(e)){if(this.calendars){var n=new Date(this.calendars[0].year,this.calendars[0].month,1),a=new Date(this.calendars[this.calendars.length-1].year,this.calendars[this.calendars.length-1].month,1),i=e.getTime();a.setMonth(a.getMonth()+1),a.setDate(a.getDate()-1),t=i=i&&(this._y=i,!isNaN(o)&&this._m>o&&(this._m=o));for(var l=0;l\";this.el.innerHTML=r,n.bound&&\"hidden\"!==n.field.type&&setTimeout(function(){n.trigger.focus()},1),\"function\"==typeof this._o.onDraw&&this._o.onDraw(this),n.bound&&n.field.setAttribute(\"aria-label\",n.ariaLabel)}},adjustPosition:function(){var e,t,n,a,i,s,l,h,d,u,c,f;if(!this._o.container){if(this.el.style.position=\"absolute\",t=e=this._o.trigger,n=this.el.offsetWidth,a=this.el.offsetHeight,i=window.innerWidth||document.documentElement.clientWidth,s=window.innerHeight||document.documentElement.clientHeight,l=window.pageYOffset||document.body.scrollTop||document.documentElement.scrollTop,c=!0,f=!0,\"function\"==typeof e.getBoundingClientRect)h=(u=e.getBoundingClientRect()).left+window.pageXOffset,d=u.bottom+window.pageYOffset;else for(h=t.offsetLeft,d=t.offsetTop+t.offsetHeight;t=t.offsetParent;)h+=t.offsetLeft,d+=t.offsetTop;(this._o.reposition&&h+n>i||this._o.position.indexOf(\"right\")>-1&&h-n+e.offsetWidth>0)&&(h=h-n+e.offsetWidth,c=!1),(this._o.reposition&&d+a>s+l||this._o.position.indexOf(\"top\")>-1&&d-a-e.offsetHeight>0)&&(d=d-a-e.offsetHeight,f=!1),this.el.style.left=h+\"px\",this.el.style.top=d+\"px\",o(this.el,c?\"left-aligned\":\"right-aligned\"),o(this.el,f?\"bottom-aligned\":\"top-aligned\"),r(this.el,c?\"right-aligned\":\"left-aligned\"),r(this.el,f?\"top-aligned\":\"bottom-aligned\")}},render:function(e,t,n){var a=this._o,i=new Date,s=c(e,t),o=new Date(e,t,1).getDay(),r=[],l=[];f(i),a.firstDay>0&&(o-=a.firstDay)<0&&(o+=7);for(var u=0===t?11:t-1,m=11===t?0:t+1,p=0===t?e-1:e,y=11===t?e+1:e,D=c(p,u),b=s+o,k=b;k>7;)k-=7;b+=7-k;for(var x=!1,R=0,N=0;R=s+o,O=R-o+1,E=t,j=e,F=a.startRange&&g(a.startRange,S),W=a.endRange&&g(a.endRange,S),A=a.startRange&&a.endRange&&a.startRangea.maxDate||a.disableWeekends&&d(S)||a.disableDayFn&&a.disableDayFn(S),isEmpty:Y,isStartRange:F,isEndRange:W,isInRange:A,showDaysInNextAndPreviousMonths:a.showDaysInNextAndPreviousMonths,enableSelectionDaysInNextAndPreviousMonths:a.enableSelectionDaysInNextAndPreviousMonths};a.pickWholeWeek&&T&&(x=!0),l.push(_(L)),7==++N&&(a.showWeekNumber&&l.unshift(v(R-o,t,e)),r.push(w(l,a.isRTL,a.pickWholeWeek,x)),l=[],N=0,x=!1)}return M(a,r,n)},isVisible:function(){return this._v},show:function(){this.isVisible()||(this._v=!0,this.draw(),r(this.el,\"is-hidden\"),this._o.bound&&(a(document,\"click\",this._onClick),this.adjustPosition()),\"function\"==typeof this._o.onOpen&&this._o.onOpen.call(this))},hide:function(){var e=this._v;!1!==e&&(this._o.bound&&i(document,\"click\",this._onClick),this.el.style.position=\"static\",this.el.style.left=\"auto\",this.el.style.top=\"auto\",o(this.el,\"is-hidden\"),this._v=!1,void 0!==e&&\"function\"==typeof this._o.onClose&&this._o.onClose.call(this))},destroy:function(){var e=this._o;this.hide(),i(this.el,\"mousedown\",this._onMouseDown,!0),i(this.el,\"touchend\",this._onMouseDown,!0),i(this.el,\"change\",this._onChange),e.keyboardInput&&i(document,\"keydown\",this._onKeyChange),e.field&&(i(e.field,\"change\",this._onInputChange),e.bound&&(i(e.trigger,\"click\",this._onInputClick),i(e.trigger,\"focus\",this._onInputFocus),i(e.trigger,\"blur\",this._onInputBlur))),this.el.parentNode&&this.el.parentNode.removeChild(this.el)}},t.exports=x},\n", " 490: function _(n,o,t){n(164),n(163).styles.append('.bk-root {\\n @charset \"UTF-8\";\\n /*!\\n * Pikaday\\n * Copyright © 2014 David Bushell | BSD & MIT license | https://dbushell.com/\\n */\\n /*\\nclear child float (pika-lendar), using the famous micro clearfix hack\\nhttp://nicolasgallagher.com/micro-clearfix-hack/\\n*/\\n /* styling for abbr */\\n}\\n.bk-root .pika-single {\\n z-index: 9999;\\n display: block;\\n position: relative;\\n color: #333;\\n background: #fff;\\n border: 1px solid #ccc;\\n border-bottom-color: #bbb;\\n font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\\n}\\n.bk-root .pika-single:before,\\n.bk-root .pika-single:after {\\n content: \" \";\\n display: table;\\n}\\n.bk-root .pika-single:after {\\n clear: both;\\n}\\n.bk-root .pika-single.is-hidden {\\n display: none;\\n}\\n.bk-root .pika-single.is-bound {\\n position: absolute;\\n box-shadow: 0 5px 15px -5px rgba(0, 0, 0, 0.5);\\n}\\n.bk-root .pika-lendar {\\n float: left;\\n width: 240px;\\n margin: 8px;\\n}\\n.bk-root .pika-title {\\n position: relative;\\n text-align: center;\\n}\\n.bk-root .pika-label {\\n display: inline-block;\\n position: relative;\\n z-index: 9999;\\n overflow: hidden;\\n margin: 0;\\n padding: 5px 3px;\\n font-size: 14px;\\n line-height: 20px;\\n font-weight: bold;\\n background-color: #fff;\\n}\\n.bk-root .pika-title select {\\n cursor: pointer;\\n position: absolute;\\n z-index: 9998;\\n margin: 0;\\n left: 0;\\n top: 5px;\\n opacity: 0;\\n}\\n.bk-root .pika-prev,\\n.bk-root .pika-next {\\n display: block;\\n cursor: pointer;\\n position: relative;\\n outline: none;\\n border: 0;\\n padding: 0;\\n width: 20px;\\n height: 30px;\\n /* hide text using text-indent trick, using width value (it\\'s enough) */\\n text-indent: 20px;\\n white-space: nowrap;\\n overflow: hidden;\\n background-color: transparent;\\n background-position: center center;\\n background-repeat: no-repeat;\\n background-size: 75% 75%;\\n opacity: 0.5;\\n}\\n.bk-root .pika-prev:hover,\\n.bk-root .pika-next:hover {\\n opacity: 1;\\n}\\n.bk-root .pika-prev,\\n.bk-root .is-rtl .pika-next {\\n float: left;\\n background-image: url(\\'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAUklEQVR42u3VMQoAIBADQf8Pgj+OD9hG2CtONJB2ymQkKe0HbwAP0xucDiQWARITIDEBEnMgMQ8S8+AqBIl6kKgHiXqQqAeJepBo/z38J/U0uAHlaBkBl9I4GwAAAABJRU5ErkJggg==\\');\\n}\\n.bk-root .pika-next,\\n.bk-root .is-rtl .pika-prev {\\n float: right;\\n background-image: url(\\'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAU0lEQVR42u3VOwoAMAgE0dwfAnNjU26bYkBCFGwfiL9VVWoO+BJ4Gf3gtsEKKoFBNTCoCAYVwaAiGNQGMUHMkjGbgjk2mIONuXo0nC8XnCf1JXgArVIZAQh5TKYAAAAASUVORK5CYII=\\');\\n}\\n.bk-root .pika-prev.is-disabled,\\n.bk-root .pika-next.is-disabled {\\n cursor: default;\\n opacity: 0.2;\\n}\\n.bk-root .pika-select {\\n display: inline-block;\\n}\\n.bk-root .pika-table {\\n width: 100%;\\n border-collapse: collapse;\\n border-spacing: 0;\\n border: 0;\\n}\\n.bk-root .pika-table th,\\n.bk-root .pika-table td {\\n width: 14.28571429%;\\n padding: 0;\\n}\\n.bk-root .pika-table th {\\n color: #999;\\n font-size: 12px;\\n line-height: 25px;\\n font-weight: bold;\\n text-align: center;\\n}\\n.bk-root .pika-button {\\n cursor: pointer;\\n display: block;\\n box-sizing: border-box;\\n -moz-box-sizing: border-box;\\n outline: none;\\n border: 0;\\n margin: 0;\\n width: 100%;\\n padding: 5px;\\n color: #666;\\n font-size: 12px;\\n line-height: 15px;\\n text-align: right;\\n background: #f5f5f5;\\n}\\n.bk-root .pika-week {\\n font-size: 11px;\\n color: #999;\\n}\\n.bk-root .is-today .pika-button {\\n color: #33aaff;\\n font-weight: bold;\\n}\\n.bk-root .is-selected .pika-button,\\n.bk-root .has-event .pika-button {\\n color: #fff;\\n font-weight: bold;\\n background: #33aaff;\\n box-shadow: inset 0 1px 3px #178fe5;\\n border-radius: 3px;\\n}\\n.bk-root .has-event .pika-button {\\n background: #005da9;\\n box-shadow: inset 0 1px 3px #0076c9;\\n}\\n.bk-root .is-disabled .pika-button,\\n.bk-root .is-inrange .pika-button {\\n background: #D5E9F7;\\n}\\n.bk-root .is-startrange .pika-button {\\n color: #fff;\\n background: #6CB31D;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .is-endrange .pika-button {\\n color: #fff;\\n background: #33aaff;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .is-disabled .pika-button {\\n pointer-events: none;\\n cursor: default;\\n color: #999;\\n opacity: 0.3;\\n}\\n.bk-root .is-outside-current-month .pika-button {\\n color: #999;\\n opacity: 0.3;\\n}\\n.bk-root .is-selection-disabled {\\n pointer-events: none;\\n cursor: default;\\n}\\n.bk-root .pika-button:hover,\\n.bk-root .pika-row.pick-whole-week:hover .pika-button {\\n color: #fff;\\n background: #ff8000;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .pika-table abbr {\\n border-bottom: none;\\n cursor: help;\\n}\\n')},\n", " 491: function _(e,t,n){var r=e(113),i=e(252),a=e(492),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t}(a.AbstractRangeSliderView);n.DateRangeSliderView=_,_.__name__=\"DateRangeSliderView\";var o=function(e){function t(t){var n=e.call(this,t)||this;return n.behaviour=\"drag\",n.connected=[!1,!0,!1],n}return r.__extends(t,e),t.init_DateRangeSlider=function(){this.prototype.default_view=_,this.override({format:\"%d %b %Y\"})},t.prototype._formatter=function(e,t){return i(e,t)},t}(a.AbstractSlider);n.DateRangeSlider=o,o.__name__=\"DateRangeSlider\",o.init_DateRangeSlider()},\n", " 492: function _(t,e,i){var l=t(113),r=t(493),n=t(121),o=t(163),s=t(110),a=t(119),c=t(475),d=t(494),h=\"bk-noUi-\",_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),Object.defineProperty(e.prototype,\"noUiSlider\",{get:function(){return this.slider_el.noUiSlider},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this._init_callback()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this);var i=this.model.properties,l=i.callback,r=i.callback_policy,n=i.callback_throttle;this.on_change([l,r,n],function(){return e._init_callback()});var o=this.model.properties,s=o.start,a=o.end,c=o.value,d=o.step,h=o.title;this.on_change([s,a,c,d],function(){var t=e._calc_to(),i=t.start,l=t.end,r=t.value,n=t.step;e.noUiSlider.updateOptions({range:{min:i,max:l},start:r,step:n})});var _=this.model.properties.bar_color;this.on_change(_,function(){e._set_bar_color()}),this.on_change([c,h],function(){return e._update_title()})},e.prototype._init_callback=function(){var t=this,e=this.model.callback,i=function(){null!=e&&e.execute(t.model),t.model.value_throttled=t.model.value};switch(this.model.callback_policy){case\"continuous\":this.callback_wrapper=i;break;case\"throttle\":this.callback_wrapper=a.throttle(i,this.model.callback_throttle);break;default:this.callback_wrapper=void 0}},e.prototype._update_title=function(){var t=this;o.empty(this.title_el);var e=null==this.model.title||0==this.model.title.length&&!this.model.show_value;if(this.title_el.style.display=e?\"none\":\"\",!e&&(0!=this.model.title.length&&(this.title_el.textContent=this.model.title+\": \"),this.model.show_value)){var i=this._calc_to().value.map(function(e){return t.model.pretty(e)}).join(\" .. \");this.title_el.appendChild(o.span({class:d.bk_slider_value},i))}},e.prototype._set_bar_color=function(){this.model.disabled||(this.slider_el.querySelector(\".bk-noUi-connect\").style.backgroundColor=this.model.bar_color)},e.prototype._keypress_handle=function(t,e){void 0===e&&(e=0);var i=this._calc_to(),l=i.start,r=i.value,n=i.end,o=i.step,s=2==r.length,a=l,c=n;switch(s&&0==e?c=r[1]:s&&1==e&&(a=r[0]),t.which){case 37:r[e]=Math.max(r[e]-o,a);break;case 39:r[e]=Math.min(r[e]+o,c);break;default:return}s?(this.model.value=r,this.model.properties.value.change.emit()):this.model.value=r[0],this.noUiSlider.set(r),null!=this.callback_wrapper&&this.callback_wrapper()},e.prototype.render=function(){var e=this;t.prototype.render.call(this);var i,l=this._calc_to(),n=l.start,a=l.end,c=l.value,_=l.step;if(this.model.tooltips){var u={to:function(t){return e.model.pretty(t)}};i=s.repeat(u,c.length)}else i=!1;if(null==this.slider_el){this.slider_el=o.div(),r.create(this.slider_el,{cssPrefix:h,range:{min:n,max:a},start:c,step:_,behaviour:this.model.behaviour,connect:this.model.connected,tooltips:i,orientation:this.model.orientation,direction:this.model.direction}),this.noUiSlider.on(\"slide\",function(t,i,l){return e._slide(l)}),this.noUiSlider.on(\"change\",function(t,i,l){return e._change(l)}),this._set_keypress_handles();var p=function(t,l){i&&(e.slider_el.querySelectorAll(\".bk-noUi-handle\")[t].querySelector(\".bk-noUi-tooltip\").style.display=l?\"block\":\"\")};this.noUiSlider.on(\"start\",function(t,e){return p(e,!0)}),this.noUiSlider.on(\"end\",function(t,e){return p(e,!1)})}else this.noUiSlider.updateOptions({range:{min:n,max:a},start:c,step:_});this._set_bar_color(),this.model.disabled?this.slider_el.setAttribute(\"disabled\",\"true\"):this.slider_el.removeAttribute(\"disabled\"),this.title_el=o.div({class:d.bk_slider_title}),this._update_title(),this.group_el=o.div({class:d.bk_input_group},this.title_el,this.slider_el),this.el.appendChild(this.group_el)},e.prototype._slide=function(t){this.model.value=this._calc_from(t),null!=this.callback_wrapper&&this.callback_wrapper()},e.prototype._change=function(t){switch(this.model.value=this._calc_from(t),this.model.value_throttled=this.model.value,this.model.callback_policy){case\"mouseup\":case\"throttle\":null!=this.model.callback&&this.model.callback.execute(this.model)}},e}(c.ControlView);_.__name__=\"AbstractBaseSliderView\";var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype._calc_to=function(){return{start:this.model.start,end:this.model.end,value:[this.model.value],step:this.model.step}},e.prototype._calc_from=function(t){var e=t[0];return Number.isInteger(this.model.start)&&Number.isInteger(this.model.end)&&Number.isInteger(this.model.step)?Math.round(e):e},e.prototype._set_keypress_handles=function(){var t=this,e=this.slider_el.querySelector(\".bk-noUi-handle\");e.setAttribute(\"tabindex\",\"0\"),e.addEventListener(\"keydown\",function(e){return t._keypress_handle(e)})},e}(_);i.AbstractSliderView=u,u.__name__=\"AbstractSliderView\";var p=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype._calc_to=function(){return{start:this.model.start,end:this.model.end,value:this.model.value,step:this.model.step}},e.prototype._calc_from=function(t){return t},e.prototype._set_keypress_handles=function(){var t=this,e=this.slider_el.querySelector(\".bk-noUi-handle-lower\"),i=this.slider_el.querySelector(\".bk-noUi-handle-upper\");e.setAttribute(\"tabindex\",\"0\"),e.addEventListener(\"keydown\",function(e){return t._keypress_handle(e,0)}),i.setAttribute(\"tabindex\",\"1\"),i.addEventListener(\"keydown\",function(e){return t._keypress_handle(e,1)})},e}(_);i.AbstractRangeSliderView=p,p.__name__=\"AbstractRangeSliderView\";var m=function(t){function e(e){var i=t.call(this,e)||this;return i.connected=!1,i}return l.__extends(e,t),e.init_AbstractSlider=function(){this.define({title:[n.String,\"\"],show_value:[n.Boolean,!0],start:[n.Any],end:[n.Any],value:[n.Any],value_throttled:[n.Any],step:[n.Number,1],format:[n.String],direction:[n.Any,\"ltr\"],tooltips:[n.Boolean,!0],callback:[n.Any],callback_throttle:[n.Number,200],callback_policy:[n.SliderCallbackPolicy,\"throttle\"],bar_color:[n.Color,\"#e6e6e6\"]})},e.prototype._formatter=function(t,e){return\"\"+t},e.prototype.pretty=function(t){return this._formatter(t,this.format)},e}(c.Control);i.AbstractSlider=m,m.__name__=\"AbstractSlider\",m.init_AbstractSlider()},\n", " 493: function _(t,e,r){\n", " /*! nouislider - 10.1.0 - 2017-07-28 17:11:18 */var n;n=function(){\"use strict\";var t=\"10.1.0\";function e(t){t.preventDefault()}function r(t){return\"number\"==typeof t&&!isNaN(t)&&isFinite(t)}function n(t,e,r){r>0&&(s(t,e),setTimeout(function(){a(t,e)},r))}function i(t){return Array.isArray(t)?t:[t]}function o(t){var e=(t=String(t)).split(\".\");return e.length>1?e[1].length:0}function s(t,e){t.classList?t.classList.add(e):t.className+=\" \"+e}function a(t,e){t.classList?t.classList.remove(e):t.className=t.className.replace(new RegExp(\"(^|\\\\b)\"+e.split(\" \").join(\"|\")+\"(\\\\b|$)\",\"gi\"),\" \")}function l(t){var e=void 0!==window.pageXOffset,r=\"CSS1Compat\"===(t.compatMode||\"\");return{x:e?window.pageXOffset:r?t.documentElement.scrollLeft:t.body.scrollLeft,y:e?window.pageYOffset:r?t.documentElement.scrollTop:t.body.scrollTop}}function u(t,e){return 100/(e-t)}function c(t,e){return 100*e/(t[1]-t[0])}function p(t,e){for(var r=1;t>=e[r];)r+=1;return r}function f(t,e,r){if(r>=t.slice(-1)[0])return 100;var n,i,o,s,a=p(r,t);return n=t[a-1],i=t[a],o=e[a-1],s=e[a],o+function(t,e){return c(t,t[0]<0?e+Math.abs(t[0]):e-t[0])}([n,i],r)/u(o,s)}function d(t,e,r,n){if(100===n)return n;var i,o,s=p(n,t);return r?n-(i=t[s-1])>((o=t[s])-i)/2?o:i:e[s-1]?t[s-1]+function(t,e){return Math.round(t/e)*e}(n-t[s-1],e[s-1]):n}function h(e,n,i){var o;if(\"number\"==typeof n&&(n=[n]),\"[object Array]\"!==Object.prototype.toString.call(n))throw new Error(\"noUiSlider (\"+t+\"): 'range' contains invalid value.\");if(!r(o=\"min\"===e?0:\"max\"===e?100:parseFloat(e))||!r(n[0]))throw new Error(\"noUiSlider (\"+t+\"): 'range' value isn't numeric.\");i.xPct.push(o),i.xVal.push(n[0]),o?i.xSteps.push(!isNaN(n[1])&&n[1]):isNaN(n[1])||(i.xSteps[0]=n[1]),i.xHighestCompleteStep.push(0)}function m(t,e,r){if(!e)return!0;r.xSteps[t]=c([r.xVal[t],r.xVal[t+1]],e)/u(r.xPct[t],r.xPct[t+1]);var n=(r.xVal[t+1]-r.xVal[t])/r.xNumSteps[t],i=Math.ceil(Number(n.toFixed(3))-1),o=r.xVal[t]+r.xNumSteps[t]*i;r.xHighestCompleteStep[t]=o}function g(t,e,r){this.xPct=[],this.xVal=[],this.xSteps=[r||!1],this.xNumSteps=[!1],this.xHighestCompleteStep=[],this.snap=e;var n,i=[];for(n in t)t.hasOwnProperty(n)&&i.push([t[n],n]);for(i.length&&\"object\"==typeof i[0][0]?i.sort(function(t,e){return t[0][0]-e[0][0]}):i.sort(function(t,e){return t[0]-e[0]}),n=0;n=100)return t.slice(-1)[0];var n,i=p(r,e);return function(t,e){return e*(t[1]-t[0])/100+t[0]}([t[i-1],t[i]],(r-(n=e[i-1]))*u(n,e[i]))}(this.xVal,this.xPct,t)},g.prototype.getStep=function(t){return t=d(this.xPct,this.xSteps,this.snap,t)},g.prototype.getNearbySteps=function(t){var 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Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"287a9d90-5140-4a56-8aa5-54c39a7b51b3\",\"roots\":{\"1271\":\"1eb7a6df-b0ba-4e3d-88d0-dc343d807af8\"}}];\n", " root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n", "\n", " }\n", " if (root.Bokeh !== undefined) {\n", " embed_document(root);\n", " } else {\n", " var attempts = 0;\n", " var timer = setInterval(function(root) {\n", " if (root.Bokeh !== undefined) {\n", " clearInterval(timer);\n", " embed_document(root);\n", " } else {\n", " attempts++;\n", " if (attempts > 100) {\n", " clearInterval(timer);\n", " console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n", " }\n", " }\n", " }, 10, root)\n", " }\n", "})(window);" ], "application/vnd.bokehjs_exec.v0+json": "" }, "metadata": { "application/vnd.bokehjs_exec.v0+json": { "id": "1271" } }, "output_type": "display_data" } ], "source": [ "# Package replicates in data frame for plotting\n", "df_res = pd.DataFrame(data=bs_reps, columns=[\"α*\", \"b*\"])\n", "\n", "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " p = bebi103.viz.corner(\n", " samples=df_res,\n", " pars=[\"α*\", \"b*\"],\n", " show_contours=True,\n", " levels = [0.95],\n", " )\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The plots on the diagonal contain the histograms of the bootstrap replicates for the MLE estimates. The off-diagonal plot shows a plot of all the bootstrap replicates of the MLE with a contour plot overlaid. By selecting `levels=0.95`, we have asked for a 95% confidence region; approximately 95% of all bootstrap replicates lie within the contour. This is not exact, though, as some smoothing is done to generate the contour, which is necessary for confidence regions in two or more dimensions because we have a finite number of samples.\n", "\n", "**An important note**: These are *not* distributions of the true parameters values. In a frequentist setting, that has no meaning. These are distributions of the maximum likelihood estimates for the parameters where we have estimated the generative distribution using the empirical distribution.\n", "\n", "It is also useful to note that we can access the contour lines directly using the `bebi103.viz.contour_lines_from_samples()` function and can overlay them on the samples. We may also find such contours useful in other custom visualizations." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
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\n", "" ], "text/plain": [ ":Overlay\n", " .Points.I :Points [α*,b*]\n", " .Path.I :Path [x,y]" ] }, "execution_count": 10, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "1491" } }, "output_type": "execute_result" } ], "source": [ "# Get contour line\n", "xs, ys = bebi103.viz.contour_lines_from_samples(bs_reps[:,0], bs_reps[:,1], levels=0.95)\n", "\n", "# Overlay with sample\n", "points * hv.Path(\n", " data=(xs[0], ys[0])\n", ").opts(\n", " color='black'\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Parametric confidence intervals\n", "\n", "We repeat the calculation for a parametric confidence interval. As we write a function for this, we need to include an `mle_fun` as for `draw_bs_reps_mle()`, but we also need to provide a function that draws new data sets out of the parametric model." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [], "source": [ "def draw_parametric_bs_reps_mle(\n", " mle_fun, gen_fun, data, args=(), size=1, progress_bar=False\n", "):\n", " \"\"\"Draw parametric bootstrap replicates of maximum likelihood estimator.\n", " \n", " Parameters\n", " ----------\n", " mle_fun : function\n", " Function with call signature mle_fun(data, *args) that computes\n", " a MLE for the parameters\n", " gen_fun : function\n", " Function to randomly draw a new data set out of the model\n", " distribution parametrized by the MLE. Must have call\n", " signature `gen_fun(*params, size)`.\n", " data : one-dimemsional Numpy array\n", " Array of measurements\n", " args : tuple, default ()\n", " Arguments to be passed to `mle_fun()`.\n", " size : int, default 1\n", " Number of bootstrap replicates to draw.\n", " progress_bar : bool, default False\n", " Whether or not to display progress bar.\n", " \n", " Returns\n", " -------\n", " output : numpy array\n", " Bootstrap replicates of MLEs.\n", " \"\"\"\n", " params = mle_fun(data, *args)\n", "\n", " if progress_bar:\n", " iterator = tqdm.tqdm(range(size))\n", " else:\n", " iterator = range(size)\n", "\n", " return np.array(\n", " [mle_fun(gen_fun(*params, size=len(data), *args)) for _ in iterator]\n", " )" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "To draw parametric bootstrap replicates, we need only to provide the function to generate samples from the model distribution. We directly use the Negative Binomial functionality of the Numpy `random` module." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "def gen_nbinom(alpha, b, size):\n", " return rg.negative_binomial(alpha, 1 / (1 + b), size=size)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Let's draw them for Nanog." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "100%|██████████| 5000/5000 [03:20<00:00, 24.94it/s]\n" ] } ], "source": [ "bs_reps_parametric = draw_parametric_bs_reps_mle(\n", " mle_iid_nbinom, gen_nbinom, df[\"Nanog\"].values, args=(), size=5000, progress_bar=True\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Now that we have our samples, we can compute the confidence intervals, as we did in the nonparametric case." ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "array([[ 1.09260993, 56.53319744],\n", " [ 1.48980071, 82.94533987]])" ] }, "execution_count": 14, "metadata": {}, "output_type": "execute_result" } ], "source": [ "np.percentile(bs_reps_parametric, [2.5, 97.5], axis=0)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We get very similar confidence intervals as for the nonparametric case. We can also look at the corner plot." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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pd.DataFrame(data=bs_reps_parametric, columns=[\"α*\", \"b*\"])\n", "\n", "with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", " p = bebi103.viz.corner(\n", " samples=df_res,\n", " pars=[\"α*\", \"b*\"],\n", " show_contours=True,\n", " levels = [0.95],\n", " )\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The corner plot is indeed similar to the nonparametric case.\n", "\n", "We could compute confidence intervals for the other genes, but we will not do that here to save time, since each computation takes about three minutes. In the next lesson, we will parallelize the calculations to make them faster." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Computing environment" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPython 3.7.5\n", "IPython 7.9.0\n", "\n", "numpy 1.17.4\n", "scipy 1.3.1\n", "pandas 0.24.2\n", "tqdm 4.39.0\n", "bokeh 1.4.0\n", "holoviews 1.12.7\n", "bebi103 0.0.45\n", "jupyterlab 1.2.3\n" ] } ], "source": [ "%load_ext watermark\n", "\n", "%watermark -v -p numpy,scipy,pandas,tqdm,bokeh,holoviews,bebi103,jupyterlab" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.7.5" } }, "nbformat": 4, "nbformat_minor": 4 }