{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Graphical model assessment: Predictive regression\n", "\n", "**[Dataset download](https://s3.amazonaws.com/bebi103.caltech.edu/data/good_invitro_droplet_data.csv)**\n", "\n", "
" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "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(null);\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", " };\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 = [];\n", " var css_urls = [];\n", " \n", "\n", " var inline_js = [\n", " function(Bokeh) {\n", " /* BEGIN bokeh.min.js */\n", " /*!\n", " * Copyright (c) 2012 - 2019, Anaconda, Inc., and Bokeh Contributors\n", " * All rights reserved.\n", " * \n", " * Redistribution and use in source and binary forms, with or without modification,\n", " * are permitted provided that the following conditions are met:\n", " * \n", " * Redistributions of source code must retain the above copyright notice,\n", " * this list of conditions and the following disclaimer.\n", " * \n", " * Redistributions in binary form must reproduce the above copyright notice,\n", " * this list of conditions and the following disclaimer in the documentation\n", " * and/or other materials provided with the distribution.\n", " * \n", " * Neither the name of Anaconda nor the names of any contributors\n", " * may be used to endorse or promote products derived from this software\n", " * without specific prior written permission.\n", " * \n", " * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n", " * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n", " * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n", " * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE\n", " * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR\n", " * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF\n", " * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS\n", " * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN\n", " * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)\n", " * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF\n", " * THE POSSIBILITY OF SUCH DAMAGE.\n", " */\n", " (function(root, factory) {\n", " root[\"Bokeh\"] = factory();\n", " })(this, function() {\n", " var define;\n", " var parent_require = typeof require === \"function\" && require\n", " return (function(modules, entry, aliases, externals) {\n", " if (aliases === undefined) aliases = {};\n", " if (externals === undefined) externals = {};\n", "\n", " var cache = {};\n", "\n", " var normalize = function(name) {\n", " if (typeof name === \"number\")\n", " return name;\n", "\n", " if (name === \"bokehjs\")\n", " return entry;\n", "\n", " var prefix = \"@bokehjs/\"\n", " if (name.slice(0, prefix.length) === prefix)\n", " name = name.slice(prefix.length)\n", "\n", " var alias = aliases[name]\n", " if (alias != null)\n", " return alias;\n", "\n", " var trailing = name.length > 0 && name[name.lenght-1] === \"/\";\n", " var index = aliases[name + (trailing ? \"\" : \"/\") + \"index\"];\n", " if (index != null)\n", " return index;\n", "\n", " return name;\n", " }\n", "\n", " var require = function(name) {\n", " var mod = cache[name];\n", " if (!mod) {\n", " var id = normalize(name);\n", "\n", " mod = cache[id];\n", " if (!mod) {\n", " if (!modules[id]) {\n", " if (parent_require && externals[id]) {\n", " try {\n", " mod = {exports: parent_require(id)};\n", " cache[id] = cache[name] = mod;\n", " return mod.exports;\n", " } catch (e) {}\n", " }\n", "\n", " var err = new Error(\"Cannot find module '\" + name + \"'\");\n", " err.code = 'MODULE_NOT_FOUND';\n", " throw err;\n", " }\n", "\n", " mod = {exports: {}};\n", " cache[id] = cache[name] = mod;\n", " modules[id].call(mod.exports, require, mod, mod.exports);\n", " } else\n", " cache[name] = mod;\n", " }\n", "\n", " return mod.exports;\n", " }\n", "\n", " var main = require(entry);\n", " main.require = require;\n", "\n", " main.register_plugin = function(plugin_modules, plugin_entry, plugin_aliases, plugin_externals) {\n", " if (plugin_aliases === undefined) plugin_aliases = {};\n", " if (plugin_externals === undefined) plugin_externals = {};\n", "\n", " for (var name in plugin_modules) {\n", " modules[name] = plugin_modules[name];\n", " }\n", "\n", " for (var name in plugin_aliases) {\n", " aliases[name] = plugin_aliases[name];\n", " }\n", "\n", " for (var name in plugin_externals) {\n", " externals[name] = plugin_externals[name];\n", " }\n", "\n", " var plugin = require(plugin_entry);\n", "\n", " for (var name in plugin) {\n", " main[name] = plugin[name];\n", " }\n", "\n", " return plugin;\n", " }\n", "\n", " return main;\n", " })\n", " ([\n", " function _(n,o,r){n(1),function(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}(n(102))},\n", " function _(n,c,f){n(2),n(11),n(14),n(21),n(49),n(52),n(87),n(94),n(100)},\n", " function _(e,n,a){e(3)()||Object.defineProperty(Object,\"assign\",{value:e(4),configurable:!0,enumerable:!1,writable:!0})},\n", " function _(r,t,o){t.exports=function(){var r,t=Object.assign;return\"function\"==typeof t&&(t(r={foo:\"raz\"},{bar:\"dwa\"},{trzy:\"trzy\"}),r.foo+r.bar+r.trzy===\"razdwatrzy\")}},\n", " function _(t,r,n){var o=t(5),c=t(10),a=Math.max;r.exports=function(t,r){var n,f,h,i=a(arguments.length,2);for(t=Object(c(t)),h=function(o){try{t[o]=r[o]}catch(t){n||(n=t)}},f=1;f= 0\");if(!isFinite(r))throw new RangeError(\"Count must be < ∞\");for(n=\"\";r;)r%2&&(n+=t),r>1&&(t+=t),r>>=1;return n}},\n", " function _(t,i,n){var r=t(18),a=Math.abs,o=Math.floor;i.exports=function(t){return isNaN(t)?0:0!==(t=Number(t))&&isFinite(t)?r(t)*o(a(t)):t}},\n", " function _(n,t,i){t.exports=n(19)()?Math.sign:n(20)},\n", " function _(n,t,o){t.exports=function(){var n=Math.sign;return\"function\"==typeof n&&(1===n(10)&&-1===n(-20))}},\n", " function _(n,r,t){r.exports=function(n){return n=Number(n),isNaN(n)||0===n?n:n>0?1:-1}},\n", " function _(e,r,a){e(22)()||Object.defineProperty(Array,\"from\",{value:e(23),configurable:!0,enumerable:!1,writable:!0})},\n", " function _(n,o,r){o.exports=function(){var n,o,r=Array.from;return\"function\"==typeof r&&(o=r(n=[\"raz\",\"dwa\"]),Boolean(o&&o!==n&&\"dwa\"===o[1]))}},\n", " function _(e,l,r){var n=e(24).iterator,t=e(44),a=e(45),i=e(46),u=e(47),o=e(10),f=e(8),c=e(48),v=Array.isArray,h=Function.prototype.call,y={configurable:!0,enumerable:!0,writable:!0,value:null},s=Object.defineProperty;l.exports=function(e){var l,r,A,g,p,w,b,d,x,j,O=arguments[1],m=arguments[2];if(e=Object(o(e)),f(O)&&u(O),this&&this!==Array&&a(this))l=this;else{if(!O){if(t(e))return 1!==(p=e.length)?Array.apply(null,e):((g=new Array(1))[0]=e[0],g);if(v(e)){for(g=new Array(p=e.length),r=0;r=55296&&w<=56319&&(j+=e[++r]),j=O?h.call(O,m,j,A):j,l?(y.value=j,s(g,A,y)):g[A]=j,++A;p=A}if(void 0===p)for(p=i(e.length),l&&(g=new l(p)),r=0;r-1}},\n", " function _(r,n,o){var t=r(40);n.exports=function(r){if(!t(r))throw new TypeError(r+\" is not a symbol\");return r}},\n", " function _(o,t,n){t.exports=function(o){return!!o&&(\"symbol\"==typeof o||!!o.constructor&&(\"Symbol\"===o.constructor.name&&\"Symbol\"===o[o.constructor.toStringTag]))}},\n", " function _(t,e,n){var r=t(28),o=Object.create,c=Object.defineProperty,u=Object.prototype,f=o(null);e.exports=function(t){for(var e,n,o=0;f[t+(o||\"\")];)++o;return f[t+=o||\"\"]=!0,c(u,e=\"@@\"+t,r.gs(null,function(t){n||(n=!0,c(this,e,r(t)),n=!1)})),e}},\n", " function _(e,t,a){var s=e(28),i=e(26).Symbol;t.exports=function(e){return Object.defineProperties(e,{hasInstance:s(\"\",i&&i.hasInstance||e(\"hasInstance\")),isConcatSpreadable:s(\"\",i&&i.isConcatSpreadable||e(\"isConcatSpreadable\")),iterator:s(\"\",i&&i.iterator||e(\"iterator\")),match:s(\"\",i&&i.match||e(\"match\")),replace:s(\"\",i&&i.replace||e(\"replace\")),search:s(\"\",i&&i.search||e(\"search\")),species:s(\"\",i&&i.species||e(\"species\")),split:s(\"\",i&&i.split||e(\"split\")),toPrimitive:s(\"\",i&&i.toPrimitive||e(\"toPrimitive\")),toStringTag:s(\"\",i&&i.toStringTag||e(\"toStringTag\")),unscopables:s(\"\",i&&i.unscopables||e(\"unscopables\"))})}},\n", " function _(r,n,e){var t=r(28),i=r(39),o=Object.create(null);n.exports=function(r){return Object.defineProperties(r,{for:t(function(n){return o[n]?o[n]:o[n]=r(String(n))}),keyFor:t(function(r){var n;for(n in i(r),o)if(o[n]===r)return n})})}},\n", " function _(t,n,r){var o=Object.prototype.toString,c=o.call(function(){return arguments}());n.exports=function(t){return o.call(t)===c}},\n", " function _(t,o,n){var e=Object.prototype.toString,c=RegExp.prototype.test.bind(/^[object [A-Za-z0-9]*Function]$/);o.exports=function(t){return\"function\"==typeof t&&c(e.call(t))}},\n", " function _(n,t,r){var a=n(17),o=Math.max;t.exports=function(n){return o(0,a(n))}},\n", " function _(n,o,t){o.exports=function(n){if(\"function\"!=typeof n)throw new TypeError(n+\" is not a function\");return n}},\n", " function _(t,n,o){var e=Object.prototype.toString,r=e.call(\"\");n.exports=function(t){return\"string\"==typeof t||t&&\"object\"==typeof t&&(t instanceof String||e.call(t)===r)||!1}},\n", " function _(e,a,l){e(50)()||Object.defineProperty(Math,\"log10\",{value:e(51),configurable:!0,enumerable:!1,writable:!0})},\n", " function _(n,t,o){t.exports=function(){var n=Math.log10;return\"function\"==typeof n&&.3010299956639812===n(2)}},\n", " function _(N,a,t){var n=Math.log,r=Math.LOG10E;a.exports=function(N){return isNaN(N)?NaN:(N=Number(N))<0?NaN:0===N?-1/0:1===N?0:N===1/0?1/0:n(N)*r}},\n", " function _(e,n,r){e(53)()||Object.defineProperty(e(26),\"Set\",{value:e(54),configurable:!0,enumerable:!1,writable:!0})},\n", " function _(t,e,n){e.exports=function(){var t,e;return\"function\"==typeof Set&&(t=new Set([\"raz\",\"dwa\",\"trzy\"]),\"[object Set]\"===String(t)&&(3===t.size&&(\"function\"==typeof t.add&&(\"function\"==typeof t.clear&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.entries&&(\"function\"==typeof t.forEach&&(\"function\"==typeof t.has&&(\"function\"==typeof t.keys&&(\"function\"==typeof t.values&&(!1===(e=t.values().next()).done&&\"raz\"===e.value)))))))))))}},\n", " function _(t,e,n){var r,i,s,o=t(55),a=t(56),_=t(60),c=t(47),u=t(28),h=t(65),l=t(24),f=t(66),p=t(68),y=t(85),v=t(86),d=Function.prototype.call,D=Object.defineProperty,g=Object.getPrototypeOf;v&&(s=Set),e.exports=r=function(){var t,e=arguments[0];if(!(this instanceof r))throw new TypeError(\"Constructor requires 'new'\");return t=v&&_?_(new s,g(this)):this,null!=e&&f(e),D(t,\"__setData__\",u(\"c\",[])),e?(p(e,function(t){-1===a.call(this,t)&&this.push(t)},t.__setData__),t):t},v&&(_&&_(r,s),r.prototype=Object.create(s.prototype,{constructor:u(r)})),h(Object.defineProperties(r.prototype,{add:u(function(t){return this.has(t)?this:(this.emit(\"_add\",this.__setData__.push(t)-1,t),this)}),clear:u(function(){this.__setData__.length&&(o.call(this.__setData__),this.emit(\"_clear\"))}),delete:u(function(t){var e=a.call(this.__setData__,t);return-1!==e&&(this.__setData__.splice(e,1),this.emit(\"_delete\",e,t),!0)}),entries:u(function(){return new y(this,\"key+value\")}),forEach:u(function(t){var e,n,r,i=arguments[1];for(c(t),n=(e=this.values())._next();void 0!==n;)r=e._resolve(n),d.call(t,i,r,r,this),n=e._next()}),has:u(function(t){return-1!==a.call(this.__setData__,t)}),keys:u(i=function(){return this.values()}),size:u.gs(function(){return this.__setData__.length}),values:u(function(){return new y(this)}),toString:u(function(){return\"[object Set]\"})})),D(r.prototype,l.iterator,u(i)),D(r.prototype,l.toStringTag,u(\"c\",\"Set\"))},\n", " function _(t,n,i){var r=t(10);n.exports=function(){return r(this).length=0,this}},\n", " function _(t,r,e){var i=t(57),n=t(46),o=t(10),a=Array.prototype.indexOf,h=Object.prototype.hasOwnProperty,s=Math.abs,p=Math.floor;r.exports=function(t){var r,e,f,l;if(!i(t))return a.apply(this,arguments);for(e=n(o(this).length),f=arguments[1],r=f=isNaN(f)?0:f>=0?p(f):n(this.length)-p(s(f));r=55296&&v<=56319&&(g+=r[++p]),i.call(n,x,g,s),!y);++p);else f.call(r,function(r){return i.call(n,x,r,s),y})}},\n", " function _(n,t,e){var o=n(44),r=n(48),f=n(70),i=n(84),u=n(66),c=n(24).iterator;t.exports=function(n){return\"function\"==typeof u(n)[c]?n[c]():o(n)?new f(n):r(n)?new i(n):new f(n)}},\n", " function _(t,e,r){var o,_=t(60),i=t(36),n=t(28),l=t(24),a=t(71),s=Object.defineProperty;o=e.exports=function(t,e){if(!(this instanceof o))throw new TypeError(\"Constructor requires 'new'\");a.call(this,t),e=e?i.call(e,\"key+value\")?\"key+value\":i.call(e,\"key\")?\"key\":\"value\":\"value\",s(this,\"__kind__\",n(\"\",e))},_&&_(o,a),delete o.prototype.constructor,o.prototype=Object.create(a.prototype,{_resolve:n(function(t){return\"value\"===this.__kind__?this.__list__[t]:\"key+value\"===this.__kind__?[t,this.__list__[t]]:t})}),s(o.prototype,l.toStringTag,n(\"c\",\"Array Iterator\"))},\n", " function _(_,t,e){var n,i=_(55),o=_(34),s=_(47),r=_(10),h=_(28),d=_(72),c=_(24),u=Object.defineProperty,l=Object.defineProperties;t.exports=n=function(_,t){if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");l(this,{__list__:h(\"w\",r(_)),__context__:h(\"w\",t),__nextIndex__:h(\"w\",0)}),t&&(s(t.on),t.on(\"_add\",this._onAdd),t.on(\"_delete\",this._onDelete),t.on(\"_clear\",this._onClear))},delete n.prototype.constructor,l(n.prototype,o({_next:h(function(){var _;if(this.__list__)return this.__redo__&&void 0!==(_=this.__redo__.shift())?_:this.__nextIndex__=this.__nextIndex__||(++this.__nextIndex__,this.__redo__?(this.__redo__.forEach(function(t,e){t>=_&&(this.__redo__[e]=++t)},this),this.__redo__.push(_)):u(this,\"__redo__\",h(\"c\",[_])))}),_onDelete:h(function(_){var t;_>=this.__nextIndex__||(--this.__nextIndex__,this.__redo__&&(-1!==(t=this.__redo__.indexOf(_))&&this.__redo__.splice(t,1),this.__redo__.forEach(function(t,e){t>_&&(this.__redo__[e]=--t)},this)))}),_onClear:h(function(){this.__redo__&&i.call(this.__redo__),this.__nextIndex__=0})}))),u(n.prototype,c.iterator,h(function(){return this}))},\n", " function _(e,t,n){var r,o=e(29),i=e(73),l=e(78),u=e(79),s=e(35),v=e(81),a=Function.prototype.bind,c=Object.defineProperty,f=Object.prototype.hasOwnProperty;r=function(e,t,n){var r,o=i(t)&&l(t.value);return delete(r=u(t)).writable,delete r.value,r.get=function(){return!n.overwriteDefinition&&f.call(this,e)?o:(t.value=a.call(o,n.resolveContext?n.resolveContext(this):this),c(this,e,t),this[e])},r},t.exports=function(e){var t=s(arguments[1]);return o(t.resolveContext)&&l(t.resolveContext),v(e,function(e,n){return r(n,e,t)})}},\n", " function _(n,t,o){var r=n(74),u=n(29);t.exports=function(n){return u(n)?n:r(n,\"Cannot use %v\",arguments[1])}},\n", " function _(r,e,n){var t=r(29),i=r(33),o=r(75),f=r(76),u=function(r,e){return r.replace(\"%v\",f(e))};e.exports=function(r,e,n){if(!i(n))throw new TypeError(u(e,r));if(!t(r)){if(\"default\"in n)return n.default;if(n.isOptional)return null}var f=o(n.errorMessage);throw t(f)||(f=e),new TypeError(u(f,r))}},\n", " function _(t,n,r){var u=t(29),e=t(33),i=Object.prototype.toString;n.exports=function(t){if(!u(t))return null;if(e(t)){var n=t.toString;if(\"function\"!=typeof n)return null;if(n===i)return null}try{return\"\"+t}catch(t){return null}}},\n", " function _(r,e,n){var t=r(77),u=/[\\n\\r\\u2028\\u2029]/g;e.exports=function(r){var e=t(r);return null===e?\"\":(e.length>100&&(e=e.slice(0,99)+\"…\"),e=e.replace(u,function(r){switch(r){case\"\\n\":return\"\\\\n\";case\"\\r\":return\"\\\\r\";case\"\\u2028\":return\"\\\\u2028\";case\"\\u2029\":return\"\\\\u2029\";default:throw new Error(\"Unexpected character\")}}))}},\n", " function _(t,r,n){r.exports=function(t){try{return t.toString()}catch(r){try{return String(t)}catch(t){return null}}}},\n", " function _(n,t,i){var o=n(74),r=n(30);t.exports=function(n){return r(n)?n:o(n,\"%v is not a plain function\",arguments[1])}},\n", " function _(n,r,t){var e=n(80),u=n(34),c=n(10);r.exports=function(n){var r=Object(c(n)),t=arguments[1],i=Object(arguments[2]);if(r!==n&&!t)return r;var f={};return t?e(t,function(r){(i.ensure||r in n)&&(f[r]=n[r])}):u(f,n),f}},\n", " function _(r,o,f){o.exports=r(22)()?Array.from:r(23)},\n", " function _(n,t,o){var c=n(47),r=n(82),u=Function.prototype.call;t.exports=function(n,t){var o={},a=arguments[2];return c(t),r(n,function(n,c,r,i){o[c]=u.call(t,a,n,c,r,i)}),o}},\n", " function _(o,c,f){c.exports=o(83)(\"forEach\")},\n", " function _(t,n,o){var c=t(47),e=t(10),r=Function.prototype.bind,u=Function.prototype.call,l=Object.keys,p=Object.prototype.propertyIsEnumerable;n.exports=function(t,n){return function(o,i){var a,f=arguments[2],y=arguments[3];return o=Object(e(o)),c(i),a=l(o),y&&a.sort(\"function\"==typeof y?r.call(y,o):void 0),\"function\"!=typeof t&&(t=a[t]),u.call(t,a,function(t,c){return p.call(o,t)?u.call(i,f,o[t],t,o,c):n})}}},\n", " function _(t,_,e){var n,r=t(60),i=t(28),o=t(24),s=t(71),h=Object.defineProperty;n=_.exports=function(t){if(!(this instanceof n))throw new TypeError(\"Constructor requires 'new'\");t=String(t),s.call(this,t),h(this,\"__length__\",i(\"\",t.length))},r&&r(n,s),delete n.prototype.constructor,n.prototype=Object.create(s.prototype,{_next:i(function(){if(this.__list__)return this.__nextIndex__=55296&&_<=56319?e+this.__list__[this.__nextIndex__++]:e})}),h(n.prototype,o.toStringTag,i(\"c\",\"String Iterator\"))},\n", " function _(t,e,_){var r,i=t(60),o=t(36),n=t(28),s=t(71),a=t(24).toStringTag,c=Object.defineProperty;r=e.exports=function(t,e){if(!(this instanceof r))return new r(t,e);s.call(this,t.__setData__,t),e=e&&o.call(e,\"key+value\")?\"key+value\":\"value\",c(this,\"__kind__\",n(\"\",e))},i&&i(r,s),r.prototype=Object.create(s.prototype,{constructor:n(r),_resolve:n(function(t){return\"value\"===this.__kind__?this.__list__[t]:[this.__list__[t],this.__list__[t]]}),toString:n(function(){return\"[object Set Iterator]\"})}),c(r.prototype,a,n(\"c\",\"Set Iterator\"))},\n", " function _(t,e,o){e.exports=\"undefined\"!=typeof Set&&\"[object Set]\"===Object.prototype.toString.call(Set.prototype)},\n", " function _(e,a,n){e(88)()||Object.defineProperty(e(26),\"Map\",{value:e(89),configurable:!0,enumerable:!1,writable:!0})},\n", " function _(t,e,n){e.exports=function(){var t,e;if(\"function\"!=typeof Map)return!1;try{t=new Map([[\"raz\",\"one\"],[\"dwa\",\"two\"],[\"trzy\",\"three\"]])}catch(t){return!1}return\"[object Map]\"===String(t)&&(3===t.size&&(\"function\"==typeof t.clear&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.entries&&(\"function\"==typeof t.forEach&&(\"function\"==typeof t.get&&(\"function\"==typeof t.has&&(\"function\"==typeof t.keys&&(\"function\"==typeof t.set&&(\"function\"==typeof t.values&&(!1===(e=t.entries().next()).done&&(!!e.value&&(\"raz\"===e.value[0]&&\"one\"===e.value[1])))))))))))))}},\n", " function _(t,e,a){var _,n=t(55),i=t(56),r=t(60),s=t(47),o=t(10),p=t(28),c=t(65),u=t(24),l=t(66),h=t(68),f=t(90),y=t(93),m=Function.prototype.call,D=Object.defineProperties,v=Object.getPrototypeOf;e.exports=_=function(){var t,e,a,n=arguments[0];if(!(this instanceof _))throw new TypeError(\"Constructor requires 'new'\");return a=y&&r&&Map!==_?r(new Map,v(this)):this,null!=n&&l(n),D(a,{__mapKeysData__:p(\"c\",t=[]),__mapValuesData__:p(\"c\",e=[])}),n?(h(n,function(a){var _=o(a)[0];a=a[1],-1===i.call(t,_)&&(t.push(_),e.push(a))},a),a):a},y&&(r&&r(_,Map),_.prototype=Object.create(Map.prototype,{constructor:p(_)})),c(D(_.prototype,{clear:p(function(){this.__mapKeysData__.length&&(n.call(this.__mapKeysData__),n.call(this.__mapValuesData__),this.emit(\"_clear\"))}),delete:p(function(t){var e=i.call(this.__mapKeysData__,t);return-1!==e&&(this.__mapKeysData__.splice(e,1),this.__mapValuesData__.splice(e,1),this.emit(\"_delete\",e,t),!0)}),entries:p(function(){return new f(this,\"key+value\")}),forEach:p(function(t){var e,a,_=arguments[1];for(s(t),a=(e=this.entries())._next();void 0!==a;)m.call(t,_,this.__mapValuesData__[a],this.__mapKeysData__[a],this),a=e._next()}),get:p(function(t){var e=i.call(this.__mapKeysData__,t);if(-1!==e)return this.__mapValuesData__[e]}),has:p(function(t){return-1!==i.call(this.__mapKeysData__,t)}),keys:p(function(){return new f(this,\"key\")}),set:p(function(t,e){var a,_=i.call(this.__mapKeysData__,t);return-1===_&&(_=this.__mapKeysData__.push(t)-1,a=!0),this.__mapValuesData__[_]=e,a&&this.emit(\"_add\",_,t),this}),size:p.gs(function(){return this.__mapKeysData__.length}),values:p(function(){return new f(this,\"value\")}),toString:p(function(){return\"[object Map]\"})})),Object.defineProperty(_.prototype,u.iterator,p(function(){return this.entries()})),Object.defineProperty(_.prototype,u.toStringTag,p(\"c\",\"Map\"))},\n", " function _(t,_,e){var i,n=t(60),r=t(28),o=t(71),s=t(24).toStringTag,a=t(91),u=Object.defineProperties,c=o.prototype._unBind;i=_.exports=function(t,_){if(!(this instanceof i))return new i(t,_);o.call(this,t.__mapKeysData__,t),_&&a[_]||(_=\"key+value\"),u(this,{__kind__:r(\"\",_),__values__:r(\"w\",t.__mapValuesData__)})},n&&n(i,o),i.prototype=Object.create(o.prototype,{constructor:r(i),_resolve:r(function(t){return\"value\"===this.__kind__?this.__values__[t]:\"key\"===this.__kind__?this.__list__[t]:[this.__list__[t],this.__values__[t]]}),_unBind:r(function(){this.__values__=null,c.call(this)}),toString:r(function(){return\"[object Map Iterator]\"})}),Object.defineProperty(i.prototype,s,r(\"c\",\"Map Iterator\"))},\n", " function _(e,u,a){u.exports=e(92)(\"key\",\"value\",\"key+value\")},\n", " function _(r,t,n){var c=Array.prototype.forEach,o=Object.create;t.exports=function(r){var t=o(null);return c.call(arguments,function(r){t[r]=!0}),t}},\n", " function _(t,e,o){e.exports=\"undefined\"!=typeof Map&&\"[object Map]\"===Object.prototype.toString.call(new Map)},\n", " function _(e,a,n){e(95)()||Object.defineProperty(e(26),\"WeakMap\",{value:e(96),configurable:!0,enumerable:!1,writable:!0})},\n", " function _(t,e,n){e.exports=function(){var t,e;if(\"function\"!=typeof WeakMap)return!1;try{t=new WeakMap([[e={},\"one\"],[{},\"two\"],[{},\"three\"]])}catch(t){return!1}return\"[object WeakMap]\"===String(t)&&(\"function\"==typeof t.set&&(t.set({},1)===t&&(\"function\"==typeof t.delete&&(\"function\"==typeof t.has&&\"one\"===t.get(e)))))}},\n", " function _(t,e,a){var r,n=t(8),o=t(60),p=t(97),_=t(10),i=t(98),c=t(28),s=t(69),u=t(68),f=t(24).toStringTag,k=t(99),M=Array.isArray,h=Object.defineProperty,w=Object.prototype.hasOwnProperty,y=Object.getPrototypeOf;e.exports=r=function(){var t,e=arguments[0];if(!(this instanceof r))throw new TypeError(\"Constructor requires 'new'\");return t=k&&o&&WeakMap!==r?o(new WeakMap,y(this)):this,n(e)&&(M(e)||(e=s(e))),h(t,\"__weakMapData__\",c(\"c\",\"$weakMap$\"+i())),e?(u(e,function(e){_(e),t.set(e[0],e[1])}),t):t},k&&(o&&o(r,WeakMap),r.prototype=Object.create(WeakMap.prototype,{constructor:c(r)})),Object.defineProperties(r.prototype,{delete:c(function(t){return!!w.call(p(t),this.__weakMapData__)&&(delete t[this.__weakMapData__],!0)}),get:c(function(t){if(w.call(p(t),this.__weakMapData__))return t[this.__weakMapData__]}),has:c(function(t){return w.call(p(t),this.__weakMapData__)}),set:c(function(t,e){return h(p(t),this.__weakMapData__,c(\"c\",e)),this}),toString:c(function(){return\"[object WeakMap]\"})}),h(r.prototype,f,c(\"c\",\"WeakMap\"))},\n", " function _(n,r,t){var o=n(63);r.exports=function(n){if(!o(n))throw new TypeError(n+\" is not an Object\");return n}},\n", " function _(t,n,r){var e=Object.create(null),o=Math.random;n.exports=function(){var t;do{t=o().toString(36).slice(2)}while(e[t]);return t}},\n", " function _(t,e,o){e.exports=\"function\"==typeof WeakMap&&\"[object WeakMap]\"===Object.prototype.toString.call(new WeakMap)},\n", " function _(l,o,f){o.exports=l(101).polyfill()},\n", " function _(t,e,r){\n", " /*!\n", " * @overview es6-promise - a tiny implementation of Promises/A+.\n", " * @copyright Copyright (c) 2014 Yehuda Katz, Tom Dale, Stefan Penner and contributors (Conversion to ES6 API by Jake Archibald)\n", " * @license Licensed under MIT license\n", " * See https://raw.githubusercontent.com/stefanpenner/es6-promise/master/LICENSE\n", " * @version v4.2.6+9869a4bc\n", " */\n", " !function(t,n){\"object\"==typeof r&&void 0!==e?e.exports=n():\"function\"==typeof define&&define.amd?define(n):t.ES6Promise=n()}(this,function(){\"use strict\";function e(t){return\"function\"==typeof t}var r=Array.isArray?Array.isArray:function(t){return\"[object Array]\"===Object.prototype.toString.call(t)},n=0,o=void 0,i=void 0,s=function(t,e){v[n]=t,v[n+1]=e,2===(n+=2)&&(i?i(p):b())};var u=\"undefined\"!=typeof window?window:void 0,c=u||{},a=c.MutationObserver||c.WebKitMutationObserver,f=\"undefined\"==typeof self&&\"undefined\"!=typeof process&&\"[object process]\"==={}.toString.call(process),l=\"undefined\"!=typeof Uint8ClampedArray&&\"undefined\"!=typeof importScripts&&\"undefined\"!=typeof MessageChannel;function h(){var t=setTimeout;return function(){return t(p,1)}}var v=new Array(1e3);function p(){for(var t=0;t0;)this.remove_root(this._roots[0])}finally{this._pop_all_models_freeze()}},e.prototype.interactive_start=function(e){null==this._interactive_plot&&(this._interactive_plot=e,this._interactive_plot.trigger_event(new s.LODStart)),this._interactive_timestamp=Date.now()},e.prototype.interactive_stop=function(e){null!=this._interactive_plot&&this._interactive_plot.id===e.id&&this._interactive_plot.trigger_event(new s.LODEnd),this._interactive_plot=null,this._interactive_timestamp=null},e.prototype.interactive_duration=function(){return null==this._interactive_timestamp?-1:Date.now()-this._interactive_timestamp},e.prototype.destructively_move=function(e){if(e===this)throw new Error(\"Attempted to overwrite a document with itself\");e.clear();var t=d.copy(this._roots);this.clear();for(var n=0,o=t;n=0&&this._callbacks.splice(t,1)},e.prototype._trigger_on_change=function(e){for(var t=0,n=this._callbacks;t0||d.difference(f,a).length>0)throw new Error(\"Not implemented: computing add/remove of document roots\");var g={},y=[];for(var w in n._all_models)if(w in i){var b=e._events_to_sync_objects(i[w],c[w],n,g);y=y.concat(b)}return{references:e._references_json(h.values(g),!1),events:y}},e.prototype.to_json_string=function(e){return void 0===e&&(e=!0),JSON.stringify(this.to_json(e))},e.prototype.to_json=function(t){void 0===t&&(t=!0);var n=this._roots.map(function(e){return e.id}),o=h.values(this._all_models);return{version:r.version,title:this._title,roots:{root_ids:n,references:e._references_json(o,t)}}},e.from_json_string=function(t){var n=JSON.parse(t);return e.from_json(n)},e.from_json=function(t){i.logger.debug(\"Creating Document from JSON\");var n=t.version,o=-1!==n.indexOf(\"+\")||-1!==n.indexOf(\"-\"),s=\"Library versions: JS (\"+r.version+\") / Python (\"+n+\")\";o||r.version===n?i.logger.debug(s):(i.logger.warn(\"JS/Python version mismatch\"),i.logger.warn(s));var a=t.roots,_=a.root_ids,l=a.references,c=e._instantiate_references_json(l,{});e._initialize_references_json(l,{},c);for(var u=new e,d=0,h=_;d0,\"'step' must be a positive number\"),null==r&&(r=n,n=0);for(var t=n<=r?e:-e,i=(0,Math.max)((0,Math.ceil)((0,Math.abs)(r-n)/e),0),a=Array(i),o=0;o=0?r:n.length+r]},e.zip=function(){for(var n=[],r=0;rt||void 0===e)return 1;if(e2*Math.PI;)n-=2*Math.PI;return n}function o(n,r){return a(n-r)}function u(){return Math.random()}t.angle_norm=a,t.angle_dist=o,t.angle_between=function(n,r,t,u){var e=o(r,t);if(0==e)return!1;if(e==2*Math.PI)return!0;var f=a(n),i=o(r,f)<=e&&o(f,t)<=e;return 0==u?i:!i},t.random=u,t.randomIn=function(n,r){return null==r&&(r=n,n=0),n+Math.floor(Math.random()*(r-n+1))},t.atan2=function(n,r){return Math.atan2(r[1]-n[1],r[0]-n[0])},t.rnorm=function(n,r){for(var t,a;t=u(),a=(2*(a=u())-1)*Math.sqrt(1/Math.E*2),!(-4*t*t*Math.log(t)>=a*a););var o=a/t;return o=n+r*o},t.clamp=function(n,r,t){return n>t?t:n=0;u--)(o=t[u])&&(c=(a<3?o(c):a>3?o(e,n,c):o(e,n))||c);return a>3&&c&&Object.defineProperty(e,n,c),c},u=function(t,e){return function(n,r){e(n,r,t)}},i=function(t,e){if(\"object\"==typeof Reflect&&\"function\"==typeof Reflect.metadata)return Reflect.metadata(t,e)},f=function(t,e,n,r){return new(n||(n=Promise))(function(o,a){function c(t){try{i(r.next(t))}catch(t){a(t)}}function u(t){try{i(r.throw(t))}catch(t){a(t)}}function i(t){t.done?o(t.value):new n(function(e){e(t.value)}).then(c,u)}i((r=r.apply(t,e||[])).next())})},l=function(t,e){var n,r,o,a,c={label:0,sent:function(){if(1&o[0])throw o[1];return o[1]},trys:[],ops:[]};return a={next:u(0),throw:u(1),return:u(2)},\"function\"==typeof Symbol&&(a[Symbol.iterator]=function(){return this}),a;function u(a){return function(u){return function(a){if(n)throw new TypeError(\"Generator is already executing.\");for(;c;)try{if(n=1,r&&(o=2&a[0]?r.return:a[0]?r.throw||((o=r.return)&&o.call(r),0):r.next)&&!(o=o.call(r,a[1])).done)return o;switch(r=0,o&&(a=[2&a[0],o.value]),a[0]){case 0:case 1:o=a;break;case 4:return c.label++,{value:a[1],done:!1};case 5:c.label++,r=a[1],a=[0];continue;case 7:a=c.ops.pop(),c.trys.pop();continue;default:if(!(o=(o=c.trys).length>0&&o[o.length-1])&&(6===a[0]||2===a[0])){c=0;continue}if(3===a[0]&&(!o||a[1]>o[0]&&a[1]=t.length&&(t=void 0),{value:t&&t[n++],done:!t}}}},p=function(t,e){var n=\"function\"==typeof Symbol&&t[Symbol.iterator];if(!n)return t;var r,o,a=n.call(t),c=[];try{for(;(void 0===e||e-- >0)&&!(r=a.next()).done;)c.push(r.value)}catch(t){o={error:t}}finally{try{r&&!r.done&&(n=a.return)&&n.call(a)}finally{if(o)throw o.error}}return c},_=function(){for(var t=[],e=0;e1||u(t,e)})})}function u(t,e){try{(n=o[t](e)).value instanceof h?Promise.resolve(n.value.v).then(i,f):l(a[0][2],n)}catch(t){l(a[0][3],t)}var n}function i(t){u(\"next\",t)}function f(t){u(\"throw\",t)}function l(t,e){t(e),a.shift(),a.length&&u(a[0][0],a[0][1])}},d=function(t){var e,n;return e={},r(\"next\"),r(\"throw\",function(t){throw t}),r(\"return\"),e[Symbol.iterator]=function(){return this},e;function r(r,o){e[r]=t[r]?function(e){return(n=!n)?{value:h(t[r](e)),done:\"return\"===r}:o?o(e):e}:o}},w=function(t){if(!Symbol.asyncIterator)throw new TypeError(\"Symbol.asyncIterator is not defined.\");var e,n=t[Symbol.asyncIterator];return n?n.call(t):(t=y(t),e={},r(\"next\"),r(\"throw\"),r(\"return\"),e[Symbol.asyncIterator]=function(){return this},e);function r(n){e[n]=t[n]&&function(e){return new Promise(function(r,o){(function(t,e,n,r){Promise.resolve(r).then(function(e){t({value:e,done:n})},e)})(r,o,(e=t[n](e)).done,e.value)})}}},m=function(t,e){return Object.defineProperty?Object.defineProperty(t,\"raw\",{value:e}):t.raw=e,t},O=function(t){if(t&&t.__esModule)return t;var e={};if(null!=t)for(var n in t)Object.hasOwnProperty.call(t,n)&&(e[n]=t[n]);return e.default=t,e},j=function(t){return t&&t.__esModule?t:{default:t}},t(\"__extends\",r),t(\"__assign\",o),t(\"__rest\",a),t(\"__decorate\",c),t(\"__param\",u),t(\"__metadata\",i),t(\"__awaiter\",f),t(\"__generator\",l),t(\"__exportStar\",s),t(\"__values\",y),t(\"__read\",p),t(\"__spread\",_),t(\"__spreadArrays\",b),t(\"__await\",h),t(\"__asyncGenerator\",v),t(\"__asyncDelegator\",d),t(\"__asyncValues\",w),t(\"__makeTemplateObject\",m),t(\"__importStar\",O),t(\"__importDefault\",j)})},\n", " function _(n,r,t){function e(n,r,t){for(var e=[],o=3;ou&&(r=u),null==t||t>u-r?t=u-r:t<0&&(t=0);for(var i=u-t+e.length,f=new n.constructor(i),a=0;a0?0:e-1;o>=0&&ot&&(t=r);return t},t.max_by=function(n,r){if(0==n.length)throw new Error(\"max_by() called with an empty array\");for(var t=n[0],e=r(t),o=1,u=n.length;oe&&(t=i,e=f)}return t},t.sum=function(n){for(var r=0,t=0,e=n.length;t0&&(this._pending=!0);for(var p=0;p0?this._dict[t]=s:delete this._dict[t]}else i.isEqual(e,n)&&delete this._dict[t]},t.prototype.get_one=function(t,n){var e=this._existing(t);if(o.isArray(e)){if(1===e.length)return e[0];throw new Error(n)}return e},t}();e.MultiDict=s,s.__name__=\"MultiDict\";var a=function(){function t(n){if(null==n)this._values=[];else if(n instanceof t)this._values=r.copy(n._values);else{this._values=[];for(var e=0,i=n;et?(a&&(clearTimeout(a),a=null),o=c,i=n.apply(r,u),a||(r=u=null)):a||!1===e.trailing||(a=setTimeout(l,f)),i}},e.once=function(n){var t,e=!1;return function(){return e||(e=!0,t=n()),t}}},\n", " function _(e,t,n){var r=e(121),a=e(125);function l(e,t){var n={};for(var r in e){var a=e[r];n[t+r]=a}return n}var i={line_color:[r.ColorSpec,\"black\"],line_width:[r.NumberSpec,1],line_alpha:[r.NumberSpec,1],line_join:[r.LineJoin,\"bevel\"],line_cap:[r.LineCap,\"butt\"],line_dash:[r.Array,[]],line_dash_offset:[r.Number,0]};n.line=function(e){return void 0===e&&(e=\"\"),l(i,e)};var o={fill_color:[r.ColorSpec,\"gray\"],fill_alpha:[r.NumberSpec,1]};n.fill=function(e){return void 0===e&&(e=\"\"),l(o,e)};var c={hatch_color:[r.ColorSpec,\"black\"],hatch_alpha:[r.NumberSpec,1],hatch_scale:[r.NumberSpec,12],hatch_pattern:[r.StringSpec,null],hatch_weight:[r.NumberSpec,1],hatch_extra:[r.Any,{}]};n.hatch=function(e){return void 0===e&&(e=\"\"),l(c,e)};var h={text_font:[r.Font,\"helvetica\"],text_font_size:[r.FontSizeSpec,\"12pt\"],text_font_style:[r.FontStyle,\"normal\"],text_color:[r.ColorSpec,\"#444444\"],text_alpha:[r.NumberSpec,1],text_align:[r.TextAlign,\"left\"],text_baseline:[r.TextBaseline,\"bottom\"],text_line_height:[r.Number,1.2]};n.text=function(e){return void 0===e&&(e=\"\"),l(h,e)},n.create=function(e){for(var t={},r=0,l=e;r\",\"*\"],n.HTTPMethod=[\"POST\",\"GET\"],n.HexTileOrientation=[\"pointytop\",\"flattop\"],n.HoverMode=[\"mouse\",\"hline\",\"vline\"],n.LatLon=[\"lat\",\"lon\"],n.LegendClickPolicy=[\"none\",\"hide\",\"mute\"],n.LegendLocation=n.Anchor,n.LineCap=[\"butt\",\"round\",\"square\"],n.LineJoin=[\"miter\",\"round\",\"bevel\"],n.LinePolicy=[\"prev\",\"next\",\"nearest\",\"interp\",\"none\"],n.Location=[\"above\",\"below\",\"left\",\"right\"],n.Logo=[\"normal\",\"grey\"],n.MarkerType=[\"asterisk\",\"circle\",\"circle_cross\",\"circle_x\",\"cross\",\"dash\",\"diamond\",\"diamond_cross\",\"hex\",\"inverted_triangle\",\"square\",\"square_cross\",\"square_x\",\"triangle\",\"x\"],n.Orientation=[\"vertical\",\"horizontal\"],n.OutputBackend=[\"canvas\",\"svg\",\"webgl\"],n.PaddingUnits=[\"percent\",\"absolute\"],n.Place=[\"above\",\"below\",\"left\",\"right\",\"center\"],n.PointPolicy=[\"snap_to_data\",\"follow_mouse\",\"none\"],n.RadiusDimension=[\"x\",\"y\",\"max\",\"min\"],n.RenderLevel=[\"image\",\"underlay\",\"glyph\",\"annotation\",\"overlay\"],n.RenderMode=[\"canvas\",\"css\"],n.ResetPolicy=[\"standard\",\"event_only\"],n.RoundingFunction=[\"round\",\"nearest\",\"floor\",\"rounddown\",\"ceil\",\"roundup\"],n.Side=[\"above\",\"below\",\"left\",\"right\"],n.SizingMode=[\"stretch_width\",\"stretch_height\",\"stretch_both\",\"scale_width\",\"scale_height\",\"scale_both\",\"fixed\"],n.SliderCallbackPolicy=[\"continuous\",\"throttle\",\"mouseup\"],n.Sort=[\"ascending\",\"descending\"],n.SpatialUnits=[\"screen\",\"data\"],n.StartEnd=[\"start\",\"end\"],n.StepMode=[\"after\",\"before\",\"center\"],n.TapBehavior=[\"select\",\"inspect\"],n.TextAlign=[\"left\",\"right\",\"center\"],n.TextBaseline=[\"top\",\"middle\",\"bottom\",\"alphabetic\",\"hanging\",\"ideographic\"],n.TextureRepetition=[\"repeat\",\"repeat_x\",\"repeat_y\",\"no_repeat\"],n.TickLabelOrientation=[\"vertical\",\"horizontal\",\"parallel\",\"normal\"],n.TooltipAttachment=[\"horizontal\",\"vertical\",\"left\",\"right\",\"above\",\"below\"],n.UpdateMode=[\"replace\",\"append\"],n.VerticalAlign=[\"top\",\"middle\",\"bottom\"]},\n", " function _(r,e,t){var n=r(124),a=r(110);function o(r){var e=Number(r).toString(16);return 1==e.length?\"0\"+e:e}function l(r){if(0==(r+=\"\").indexOf(\"#\"))return r;if(n.is_svg_color(r))return n.svg_colors[r];if(0==r.indexOf(\"rgb\")){var e=r.replace(/^rgba?\\(|\\s+|\\)$/g,\"\").split(\",\"),t=e.slice(0,3).map(o).join(\"\");return 4==e.length&&(t+=o(Math.floor(255*parseFloat(e[3])))),\"#\"+t.slice(0,8)}return r}function i(r){var e;switch(r.substring(0,4)){case\"rgba\":e={start:\"rgba(\",len:4,alpha:!0};break;case\"rgb(\":e={start:\"rgb(\",len:3,alpha:!1};break;default:return!1}if(new RegExp(\".*?(\\\\.).*(,)\").test(r))throw new Error(\"color expects integers for rgb in rgb/rgba tuple, received \"+r);var t=r.replace(e.start,\"\").replace(\")\",\"\").split(\",\").map(parseFloat);if(t.length!=e.len)throw new Error(\"color expects rgba \"+e.len+\"-tuple, received \"+r);if(e.alpha&&!(0<=t[3]&&t[3]<=1))throw new Error(\"color expects rgba 4-tuple to have alpha value between 0 and 1\");if(a.includes(t.slice(0,3).map(function(r){return 0<=r&&r<=255}),!1))throw new Error(\"color expects rgb to have value between 0 and 255\");return!0}t.is_color=function(r){return n.is_svg_color(r.toLowerCase())||\"#\"==r.substring(0,1)||i(r)},t.rgb2hex=function(r,e,t){return\"#\"+o(255&r)+o(255&e)+o(255&t)},t.color2hex=l,t.color2rgba=function(r,e){if(void 0===e&&(e=1),!r)return[0,0,0,0];var t=l(r);(t=t.replace(/ |#/g,\"\")).length<=4&&(t=t.replace(/(.)/g,\"$1$1\"));for(var n=t.match(/../g).map(function(r){return parseInt(r,16)/255});n.length<3;)n.push(0);return n.length<4&&n.push(e),n.slice(0,4)},t.valid_rgb=i},\n", " function _(F,e,r){r.svg_colors={indianred:\"#CD5C5C\",lightcoral:\"#F08080\",salmon:\"#FA8072\",darksalmon:\"#E9967A\",lightsalmon:\"#FFA07A\",crimson:\"#DC143C\",red:\"#FF0000\",firebrick:\"#B22222\",darkred:\"#8B0000\",pink:\"#FFC0CB\",lightpink:\"#FFB6C1\",hotpink:\"#FF69B4\",deeppink:\"#FF1493\",mediumvioletred:\"#C71585\",palevioletred:\"#DB7093\",coral:\"#FF7F50\",tomato:\"#FF6347\",orangered:\"#FF4500\",darkorange:\"#FF8C00\",orange:\"#FFA500\",gold:\"#FFD700\",yellow:\"#FFFF00\",lightyellow:\"#FFFFE0\",lemonchiffon:\"#FFFACD\",lightgoldenrodyellow:\"#FAFAD2\",papayawhip:\"#FFEFD5\",moccasin:\"#FFE4B5\",peachpuff:\"#FFDAB9\",palegoldenrod:\"#EEE8AA\",khaki:\"#F0E68C\",darkkhaki:\"#BDB76B\",lavender:\"#E6E6FA\",thistle:\"#D8BFD8\",plum:\"#DDA0DD\",violet:\"#EE82EE\",orchid:\"#DA70D6\",fuchsia:\"#FF00FF\",magenta:\"#FF00FF\",mediumorchid:\"#BA55D3\",mediumpurple:\"#9370DB\",blueviolet:\"#8A2BE2\",darkviolet:\"#9400D3\",darkorchid:\"#9932CC\",darkmagenta:\"#8B008B\",purple:\"#800080\",indigo:\"#4B0082\",slateblue:\"#6A5ACD\",darkslateblue:\"#483D8B\",mediumslateblue:\"#7B68EE\",greenyellow:\"#ADFF2F\",chartreuse:\"#7FFF00\",lawngreen:\"#7CFC00\",lime:\"#00FF00\",limegreen:\"#32CD32\",palegreen:\"#98FB98\",lightgreen:\"#90EE90\",mediumspringgreen:\"#00FA9A\",springgreen:\"#00FF7F\",mediumseagreen:\"#3CB371\",seagreen:\"#2E8B57\",forestgreen:\"#228B22\",green:\"#008000\",darkgreen:\"#006400\",yellowgreen:\"#9ACD32\",olivedrab:\"#6B8E23\",olive:\"#808000\",darkolivegreen:\"#556B2F\",mediumaquamarine:\"#66CDAA\",darkseagreen:\"#8FBC8F\",lightseagreen:\"#20B2AA\",darkcyan:\"#008B8B\",teal:\"#008080\",aqua:\"#00FFFF\",cyan:\"#00FFFF\",lightcyan:\"#E0FFFF\",paleturquoise:\"#AFEEEE\",aquamarine:\"#7FFFD4\",turquoise:\"#40E0D0\",mediumturquoise:\"#48D1CC\",darkturquoise:\"#00CED1\",cadetblue:\"#5F9EA0\",steelblue:\"#4682B4\",lightsteelblue:\"#B0C4DE\",powderblue:\"#B0E0E6\",lightblue:\"#ADD8E6\",skyblue:\"#87CEEB\",lightskyblue:\"#87CEFA\",deepskyblue:\"#00BFFF\",dodgerblue:\"#1E90FF\",cornflowerblue:\"#6495ED\",royalblue:\"#4169E1\",blue:\"#0000FF\",mediumblue:\"#0000CD\",darkblue:\"#00008B\",navy:\"#000080\",midnightblue:\"#191970\",cornsilk:\"#FFF8DC\",blanchedalmond:\"#FFEBCD\",bisque:\"#FFE4C4\",navajowhite:\"#FFDEAD\",wheat:\"#F5DEB3\",burlywood:\"#DEB887\",tan:\"#D2B48C\",rosybrown:\"#BC8F8F\",sandybrown:\"#F4A460\",goldenrod:\"#DAA520\",darkgoldenrod:\"#B8860B\",peru:\"#CD853F\",chocolate:\"#D2691E\",saddlebrown:\"#8B4513\",sienna:\"#A0522D\",brown:\"#A52A2A\",maroon:\"#800000\",white:\"#FFFFFF\",snow:\"#FFFAFA\",honeydew:\"#F0FFF0\",mintcream:\"#F5FFFA\",azure:\"#F0FFFF\",aliceblue:\"#F0F8FF\",ghostwhite:\"#F8F8FF\",whitesmoke:\"#F5F5F5\",seashell:\"#FFF5EE\",beige:\"#F5F5DC\",oldlace:\"#FDF5E6\",floralwhite:\"#FFFAF0\",ivory:\"#FFFFF0\",antiquewhite:\"#FAEBD7\",linen:\"#FAF0E6\",lavenderblush:\"#FFF0F5\",mistyrose:\"#FFE4E1\",gainsboro:\"#DCDCDC\",lightgray:\"#D3D3D3\",lightgrey:\"#D3D3D3\",silver:\"#C0C0C0\",darkgray:\"#A9A9A9\",darkgrey:\"#A9A9A9\",gray:\"#808080\",grey:\"#808080\",dimgray:\"#696969\",dimgrey:\"#696969\",lightslategray:\"#778899\",lightslategrey:\"#778899\",slategray:\"#708090\",slategrey:\"#708090\",darkslategray:\"#2F4F4F\",darkslategrey:\"#2F4F4F\",black:\"#000000\"},r.is_svg_color=function(F){return F in r.svg_colors}},\n", " function _(e,n,t){var r=e(113),c=e(110);function o(e,n){return r.__assign(e,n)}function u(e){return Object.keys(e).length}t.keys=Object.keys,t.values=function(e){for(var n=Object.keys(e),t=n.length,r=new Array(t),c=0;c\"'`])/g,function(r){switch(r){case\"&\":return\"&\";case\"<\":return\"<\";case\">\":return\">\";case'\"':return\""\";case\"'\":return\"'\";case\"`\":return\"`\";default:return r}})},e.unescape=function(r){return r.replace(/&(amp|lt|gt|quot|#x27|#x60);/g,function(r,t){switch(t){case\"amp\":return\"&\";case\"lt\":return\"<\";case\"gt\":return\">\";case\"quot\":return'\"';case\"#x27\":return\"'\";case\"#x60\":return\"`\";default:return t}})},e.use_strict=function(r){return\"'use strict';\\n\"+r}},\n", " function _(e,t,n){var i=function(){function e(){this._dev=!1}return Object.defineProperty(e.prototype,\"dev\",{get:function(){return this._dev},set:function(e){this._dev=e},enumerable:!0,configurable:!0}),e}();n.Settings=i,i.__name__=\"Settings\",n.settings=new i},\n", " function _(n,o,r){function f(n){for(var o in n)r.hasOwnProperty(o)||(r[o]=n[o])}f(n(130)),f(n(242)),f(n(269)),f(n(273)),f(n(288)),f(n(292)),f(n(298)),f(n(302)),f(n(332)),f(n(335)),f(n(337)),f(n(350)),f(n(217)),f(n(356)),f(n(360)),f(n(383)),f(n(384)),f(n(385)),f(n(386)),f(n(387)),f(n(393)),f(n(395)),f(n(405)),f(n(409))},\n", " function _(a,e,o){var r=a(131);o.Annotation=r.Annotation;var n=a(168);o.Arrow=n.Arrow;var t=a(169);o.ArrowHead=t.ArrowHead;var v=a(169);o.OpenHead=v.OpenHead;var l=a(169);o.NormalHead=l.NormalHead;var d=a(169);o.TeeHead=d.TeeHead;var i=a(169);o.VeeHead=i.VeeHead;var A=a(200);o.Band=A.Band;var H=a(201);o.BoxAnnotation=H.BoxAnnotation;var T=a(203);o.ColorBar=T.ColorBar;var p=a(227);o.Label=p.Label;var L=a(229);o.LabelSet=L.LabelSet;var b=a(230);o.Legend=b.Legend;var B=a(231);o.LegendItem=B.LegendItem;var S=a(233);o.PolyAnnotation=S.PolyAnnotation;var g=a(234);o.Slope=g.Slope;var m=a(235);o.Span=m.Span;var w=a(228);o.TextAnnotation=w.TextAnnotation;var x=a(236);o.Title=x.Title;var P=a(237);o.ToolbarPanel=P.ToolbarPanel;var h=a(238);o.Tooltip=h.Tooltip;var k=a(241);o.Whisker=k.Whisker},\n", " function _(t,e,n){var i=t(113),o=t(132),r=t(125),s=t(160),a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),Object.defineProperty(e.prototype,\"panel\",{get:function(){return this.layout},enumerable:!0,configurable:!0}),e.prototype.get_size=function(){if(this.model.visible){var t=this._get_size(),e=t.width,n=t.height;return{width:Math.round(e),height:Math.round(n)}}return{width:0,height:0}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this);var n=this.model.properties;this.on_change(n.visible,function(){return e.plot_view.request_layout()})},e.prototype._get_size=function(){throw new Error(\"not implemented\")},Object.defineProperty(e.prototype,\"ctx\",{get:function(){return this.plot_view.canvas_view.ctx},enumerable:!0,configurable:!0}),e.prototype.set_data=function(t){var e,n,i=this.model.materialize_dataspecs(t);if(r.extend(this,i),this.plot_model.use_map){null!=this._x&&(e=o.project_xy(this._x,this._y),this._x=e[0],this._y=e[1]),null!=this._xs&&(n=o.project_xsys(this._xs,this._ys),this._xs=n[0],this._ys=n[1])}},Object.defineProperty(e.prototype,\"needs_clip\",{get:function(){return null==this.layout},enumerable:!0,configurable:!0}),e.prototype.serializable_state=function(){var e=t.prototype.serializable_state.call(this);return null==this.layout?e:Object.assign(Object.assign({},e),{bbox:this.layout.bbox.box})},e}(s.RendererView);n.AnnotationView=a,a.__name__=\"AnnotationView\";var l=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_Annotation=function(){this.override({level:\"annotation\"})},e}(s.Renderer);n.Annotation=l,l.__name__=\"Annotation\",l.init_Annotation()},\n", " function _(r,n,t){var a=r(133),e=r(134),o=new e(\"GOOGLE\"),c=new e(\"WGS84\");t.wgs84_mercator=a(c,o);var i={lon:[-20026376.39,20026376.39],lat:[-20048966.1,20048966.1]},u={lon:[-180,180],lat:[-85.06,85.06]};function l(r,n){for(var a=Math.min(r.length,n.length),e=new Array(a),o=new Array(a),c=0;cu[n][0]&&r-1})}(n)?i(n):function(n){return\"+\"===n[0]}(n)?o(n):void 0:n}},\n", " function _(r,n,i){var t=r(137),e=r(138),a=r(141);function f(r){var n=this;if(2===arguments.length){var i=arguments[1];\"string\"==typeof i?\"+\"===i.charAt(0)?f[r]=e(arguments[1]):f[r]=a(arguments[1]):f[r]=i}else if(1===arguments.length){if(Array.isArray(r))return r.map(function(r){Array.isArray(r)?f.apply(n,r):f(r)});if(\"string\"==typeof r){if(r in f)return f[r]}else\"EPSG\"in r?f[\"EPSG:\"+r.EPSG]=r:\"ESRI\"in r?f[\"ESRI:\"+r.ESRI]=r:\"IAU2000\"in r?f[\"IAU2000:\"+r.IAU2000]=r:console.log(r);return}}t(f),n.exports=f},\n", " function _(t,l,G){l.exports=function(t){t(\"EPSG:4326\",\"+title=WGS 84 (long/lat) +proj=longlat +ellps=WGS84 +datum=WGS84 +units=degrees\"),t(\"EPSG:4269\",\"+title=NAD83 (long/lat) +proj=longlat +a=6378137.0 +b=6356752.31414036 +ellps=GRS80 +datum=NAD83 +units=degrees\"),t(\"EPSG:3857\",\"+title=WGS 84 / Pseudo-Mercator +proj=merc +a=6378137 +b=6378137 +lat_ts=0.0 +lon_0=0.0 +x_0=0.0 +y_0=0 +k=1.0 +units=m +nadgrids=@null +no_defs\"),t.WGS84=t[\"EPSG:4326\"],t[\"EPSG:3785\"]=t[\"EPSG:3857\"],t.GOOGLE=t[\"EPSG:3857\"],t[\"EPSG:900913\"]=t[\"EPSG:3857\"],t[\"EPSG:102113\"]=t[\"EPSG:3857\"]}},\n", " function _(n,t,o){var a=.017453292519943295,u=n(139),e=n(140);t.exports=function(n){var t,o,r,i={},f=n.split(\"+\").map(function(n){return n.trim()}).filter(function(n){return n}).reduce(function(n,t){var o=t.split(\"=\");return o.push(!0),n[o[0].toLowerCase()]=o[1],n},{}),s={proj:\"projName\",datum:\"datumCode\",rf:function(n){i.rf=parseFloat(n)},lat_0:function(n){i.lat0=n*a},lat_1:function(n){i.lat1=n*a},lat_2:function(n){i.lat2=n*a},lat_ts:function(n){i.lat_ts=n*a},lon_0:function(n){i.long0=n*a},lon_1:function(n){i.long1=n*a},lon_2:function(n){i.long2=n*a},alpha:function(n){i.alpha=parseFloat(n)*a},lonc:function(n){i.longc=n*a},x_0:function(n){i.x0=parseFloat(n)},y_0:function(n){i.y0=parseFloat(n)},k_0:function(n){i.k0=parseFloat(n)},k:function(n){i.k0=parseFloat(n)},a:function(n){i.a=parseFloat(n)},b:function(n){i.b=parseFloat(n)},r_a:function(){i.R_A=!0},zone:function(n){i.zone=parseInt(n,10)},south:function(){i.utmSouth=!0},towgs84:function(n){i.datum_params=n.split(\",\").map(function(n){return parseFloat(n)})},to_meter:function(n){i.to_meter=parseFloat(n)},units:function(n){i.units=n,e[n]&&(i.to_meter=e[n].to_meter)},from_greenwich:function(n){i.from_greenwich=n*a},pm:function(n){i.from_greenwich=(u[n]?u[n]:parseFloat(n))*a},nadgrids:function(n){\"@null\"===n?i.datumCode=\"none\":i.nadgrids=n},axis:function(n){3===n.length&&-1!==\"ewnsud\".indexOf(n.substr(0,1))&&-1!==\"ewnsud\".indexOf(n.substr(1,1))&&-1!==\"ewnsud\".indexOf(n.substr(2,1))&&(i.axis=n)}};for(t in f)o=f[t],t in s?\"function\"==typeof(r=s[t])?r(o):i[r]=o:i[t]=o;return\"string\"==typeof i.datumCode&&\"WGS84\"!==i.datumCode&&(i.datumCode=i.datumCode.toLowerCase()),i}},\n", " function _(o,r,s){s.greenwich=0,s.lisbon=-9.131906111111,s.paris=2.337229166667,s.bogota=-74.080916666667,s.madrid=-3.687938888889,s.rome=12.452333333333,s.bern=7.439583333333,s.jakarta=106.807719444444,s.ferro=-17.666666666667,s.brussels=4.367975,s.stockholm=18.058277777778,s.athens=23.7163375,s.oslo=10.722916666667},\n", " function _(t,e,f){f.ft={to_meter:.3048},f[\"us-ft\"]={to_meter:1200/3937}},\n", " function _(e,a,t){var r=.017453292519943295,n=e(142);function o(e,a,t){e[a]=t.map(function(e){var a={};return l(e,a),a}).reduce(function(e,a){return n(e,a)},{})}function l(e,a){var t;Array.isArray(e)?(\"PARAMETER\"===(t=e.shift())&&(t=e.shift()),1===e.length?Array.isArray(e[0])?(a[t]={},l(e[0],a[t])):a[t]=e[0]:e.length?\"TOWGS84\"===t?a[t]=e:(a[t]={},[\"UNIT\",\"PRIMEM\",\"VERT_DATUM\"].indexOf(t)>-1?(a[t]={name:e[0].toLowerCase(),convert:e[1]},3===e.length&&(a[t].auth=e[2])):\"SPHEROID\"===t?(a[t]={name:e[0],a:e[1],rf:e[2]},4===e.length&&(a[t].auth=e[3])):[\"GEOGCS\",\"GEOCCS\",\"DATUM\",\"VERT_CS\",\"COMPD_CS\",\"LOCAL_CS\",\"FITTED_CS\",\"LOCAL_DATUM\"].indexOf(t)>-1?(e[0]=[\"name\",e[0]],o(a,t,e)):e.every(function(e){return Array.isArray(e)})?o(a,t,e):l(e,a[t])):a[t]=!0):a[e]=!0}function i(e){return e*r}a.exports=function(e,a){var t=JSON.parse((\",\"+e).replace(/\\s*\\,\\s*([A-Z_0-9]+?)(\\[)/g,',[\"$1\",').slice(1).replace(/\\s*\\,\\s*([A-Z_0-9]+?)\\]/g,',\"$1\"]').replace(/,\\[\"VERTCS\".+/,\"\")),r=t.shift(),o=t.shift();t.unshift([\"name\",o]),t.unshift([\"type\",r]),t.unshift(\"output\");var _={};return l(t,_),function(e){function a(a){var t=e.to_meter||1;return parseFloat(a,10)*t}\"GEOGCS\"===e.type?e.projName=\"longlat\":\"LOCAL_CS\"===e.type?(e.projName=\"identity\",e.local=!0):\"object\"==typeof e.PROJECTION?e.projName=Object.keys(e.PROJECTION)[0]:e.projName=e.PROJECTION,e.UNIT&&(e.units=e.UNIT.name.toLowerCase(),\"metre\"===e.units&&(e.units=\"meter\"),e.UNIT.convert&&(\"GEOGCS\"===e.type?e.DATUM&&e.DATUM.SPHEROID&&(e.to_meter=parseFloat(e.UNIT.convert,10)*e.DATUM.SPHEROID.a):e.to_meter=parseFloat(e.UNIT.convert,10))),e.GEOGCS&&(e.GEOGCS.DATUM?e.datumCode=e.GEOGCS.DATUM.name.toLowerCase():e.datumCode=e.GEOGCS.name.toLowerCase(),\"d_\"===e.datumCode.slice(0,2)&&(e.datumCode=e.datumCode.slice(2)),\"new_zealand_geodetic_datum_1949\"!==e.datumCode&&\"new_zealand_1949\"!==e.datumCode||(e.datumCode=\"nzgd49\"),\"wgs_1984\"===e.datumCode&&(\"Mercator_Auxiliary_Sphere\"===e.PROJECTION&&(e.sphere=!0),e.datumCode=\"wgs84\"),\"_ferro\"===e.datumCode.slice(-6)&&(e.datumCode=e.datumCode.slice(0,-6)),\"_jakarta\"===e.datumCode.slice(-8)&&(e.datumCode=e.datumCode.slice(0,-8)),~e.datumCode.indexOf(\"belge\")&&(e.datumCode=\"rnb72\"),e.GEOGCS.DATUM&&e.GEOGCS.DATUM.SPHEROID&&(e.ellps=e.GEOGCS.DATUM.SPHEROID.name.replace(\"_19\",\"\").replace(/[Cc]larke\\_18/,\"clrk\"),\"international\"===e.ellps.toLowerCase().slice(0,13)&&(e.ellps=\"intl\"),e.a=e.GEOGCS.DATUM.SPHEROID.a,e.rf=parseFloat(e.GEOGCS.DATUM.SPHEROID.rf,10)),~e.datumCode.indexOf(\"osgb_1936\")&&(e.datumCode=\"osgb36\")),e.b&&!isFinite(e.b)&&(e.b=e.a),[[\"standard_parallel_1\",\"Standard_Parallel_1\"],[\"standard_parallel_2\",\"Standard_Parallel_2\"],[\"false_easting\",\"False_Easting\"],[\"false_northing\",\"False_Northing\"],[\"central_meridian\",\"Central_Meridian\"],[\"latitude_of_origin\",\"Latitude_Of_Origin\"],[\"latitude_of_origin\",\"Central_Parallel\"],[\"scale_factor\",\"Scale_Factor\"],[\"k0\",\"scale_factor\"],[\"latitude_of_center\",\"Latitude_of_center\"],[\"lat0\",\"latitude_of_center\",i],[\"longitude_of_center\",\"Longitude_Of_Center\"],[\"longc\",\"longitude_of_center\",i],[\"x0\",\"false_easting\",a],[\"y0\",\"false_northing\",a],[\"long0\",\"central_meridian\",i],[\"lat0\",\"latitude_of_origin\",i],[\"lat0\",\"standard_parallel_1\",i],[\"lat1\",\"standard_parallel_1\",i],[\"lat2\",\"standard_parallel_2\",i],[\"alpha\",\"azimuth\",i],[\"srsCode\",\"name\"]].forEach(function(a){return 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. Physics. 1965\"},l.NWL9D={a:6378145,rf:298.25,ellipseName:\"Naval Weapons Lab., 1965\"},l.mod_airy={a:6377340.189,b:6356034.446,ellipseName:\"Modified Airy\"},l.andrae={a:6377104.43,rf:300,ellipseName:\"Andrae 1876 (Den., Iclnd.)\"},l.aust_SA={a:6378160,rf:298.25,ellipseName:\"Australian Natl & S. Amer. 1969\"},l.GRS67={a:6378160,rf:298.247167427,ellipseName:\"GRS 67(IUGG 1967)\"},l.bessel={a:6377397.155,rf:299.1528128,ellipseName:\"Bessel 1841\"},l.bess_nam={a:6377483.865,rf:299.1528128,ellipseName:\"Bessel 1841 (Namibia)\"},l.clrk66={a:6378206.4,b:6356583.8,ellipseName:\"Clarke 1866\"},l.clrk80={a:6378249.145,rf:293.4663,ellipseName:\"Clarke 1880 mod.\"},l.clrk58={a:6378293.645208759,rf:294.2606763692654,ellipseName:\"Clarke 1858\"},l.CPM={a:6375738.7,rf:334.29,ellipseName:\"Comm. des Poids et Mesures 1799\"},l.delmbr={a:6376428,rf:311.5,ellipseName:\"Delambre 1810 (Belgium)\"},l.engelis={a:6378136.05,rf:298.2566,ellipseName:\"Engelis 1985\"},l.evrst30={a:6377276.345,rf:300.8017,ellipseName:\"Everest 1830\"},l.evrst48={a:6377304.063,rf:300.8017,ellipseName:\"Everest 1948\"},l.evrst56={a:6377301.243,rf:300.8017,ellipseName:\"Everest 1956\"},l.evrst69={a:6377295.664,rf:300.8017,ellipseName:\"Everest 1969\"},l.evrstSS={a:6377298.556,rf:300.8017,ellipseName:\"Everest (Sabah & Sarawak)\"},l.fschr60={a:6378166,rf:298.3,ellipseName:\"Fischer (Mercury Datum) 1960\"},l.fschr60m={a:6378155,rf:298.3,ellipseName:\"Fischer 1960\"},l.fschr68={a:6378150,rf:298.3,ellipseName:\"Fischer 1968\"},l.helmert={a:6378200,rf:298.3,ellipseName:\"Helmert 1906\"},l.hough={a:6378270,rf:297,ellipseName:\"Hough\"},l.intl={a:6378388,rf:297,ellipseName:\"International 1909 (Hayford)\"},l.kaula={a:6378163,rf:298.24,ellipseName:\"Kaula 1961\"},l.lerch={a:6378139,rf:298.257,ellipseName:\"Lerch 1979\"},l.mprts={a:6397300,rf:191,ellipseName:\"Maupertius 1738\"},l.new_intl={a:6378157.5,b:6356772.2,ellipseName:\"New International 1967\"},l.plessis={a:6376523,rf:6355863,ellipseName:\"Plessis 1817 (France)\"},l.krass={a:6378245,rf:298.3,ellipseName:\"Krassovsky, 1942\"},l.SEasia={a:6378155,b:6356773.3205,ellipseName:\"Southeast Asia\"},l.walbeck={a:6376896,b:6355834.8467,ellipseName:\"Walbeck\"},l.WGS60={a:6378165,rf:298.3,ellipseName:\"WGS 60\"},l.WGS66={a:6378145,rf:298.25,ellipseName:\"WGS 66\"},l.WGS7={a:6378135,rf:298.26,ellipseName:\"WGS 72\"},l.WGS84={a:6378137,rf:298.257223563,ellipseName:\"WGS 84\"},l.sphere={a:6370997,b:6370997,ellipseName:\"Normal Sphere (r=6370997)\"}},\n", " function _(e,a,s){s.wgs84={towgs84:\"0,0,0\",ellipse:\"WGS84\",datumName:\"WGS84\"},s.ch1903={towgs84:\"674.374,15.056,405.346\",ellipse:\"bessel\",datumName:\"swiss\"},s.ggrs87={towgs84:\"-199.87,74.79,246.62\",ellipse:\"GRS80\",datumName:\"Greek_Geodetic_Reference_System_1987\"},s.nad83={towgs84:\"0,0,0\",ellipse:\"GRS80\",datumName:\"North_American_Datum_1983\"},s.nad27={nadgrids:\"@conus,@alaska,@ntv2_0.gsb,@ntv1_can.dat\",ellipse:\"clrk66\",datumName:\"North_American_Datum_1927\"},s.potsdam={towgs84:\"606.0,23.0,413.0\",ellipse:\"bessel\",datumName:\"Potsdam Rauenberg 1950 DHDN\"},s.carthage={towgs84:\"-263.0,6.0,431.0\",ellipse:\"clark80\",datumName:\"Carthage 1934 Tunisia\"},s.hermannskogel={towgs84:\"653.0,-212.0,449.0\",ellipse:\"bessel\",datumName:\"Hermannskogel\"},s.ire65={towgs84:\"482.530,-130.596,564.557,-1.042,-0.214,-0.631,8.15\",ellipse:\"mod_airy\",datumName:\"Ireland 1965\"},s.rassadiran={towgs84:\"-133.63,-157.5,-158.62\",ellipse:\"intl\",datumName:\"Rassadiran\"},s.nzgd49={towgs84:\"59.47,-5.04,187.44,0.47,-0.1,1.024,-4.5993\",ellipse:\"intl\",datumName:\"New Zealand Geodetic Datum 1949\"},s.osgb36={towgs84:\"446.448,-125.157,542.060,0.1502,0.2470,0.8421,-20.4894\",ellipse:\"airy\",datumName:\"Airy 1830\"},s.s_jtsk={towgs84:\"589,76,480\",ellipse:\"bessel\",datumName:\"S-JTSK (Ferro)\"},s.beduaram={towgs84:\"-106,-87,188\",ellipse:\"clrk80\",datumName:\"Beduaram\"},s.gunung_segara={towgs84:\"-403,684,41\",ellipse:\"bessel\",datumName:\"Gunung Segara Jakarta\"},s.rnb72={towgs84:\"106.869,-52.2978,103.724,-0.33657,0.456955,-1.84218,1\",ellipse:\"intl\",datumName:\"Reseau National Belge 1972\"}},\n", " function _(a,m,t){var 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 b.has(e.all_indices[t])}),D=this.plot_model.lod_threshold;null!=this.model.document&&this.model.document.interactive_duration()>0&&!i&&null!=D&&this.all_indices.length>D?(a=this.decimated,m=this.decimated_glyph,v=this.decimated_glyph,f=this.selection_glyph):(m=this.model.muted&&null!=this.muted_glyph?this.muted_glyph:this.glyph,v=this.nonselection_glyph,f=this.selection_glyph),null!=this.hover_glyph&&x.length&&(a=p.difference(a,x));var R,V=null;if(g.length&&this.have_selection_glyphs()){for(var G=Date.now(),A={},I=0,q=g;I1&&(t.stroke(),r=!1)}r?t.lineTo(n[l],s[l]):(t.beginPath(),t.moveTo(n[l],s[l]),r=!0),_=l}r&&t.stroke()},e.prototype._hit_point=function(t){for(var e=this,i=_.create_empty_hit_test_result(),n={x:t.sx,y:t.sy},s=9999,r=Math.max(2,this.visuals.line.line_width.value()/2),o=0,h=this.sx.length-1;o0){this.index=new e(n.length);for(var 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=/^(.*)\\/(.*)$/.exec(u.format))?i.abbrev=l[i.save?2:1]:i.abbrev=u.format.replace(/%s/,i.rule.letter)),i||u}function n(e,n){return\"UTC\"==e.zone?n:(e.entry=t(e,\"posix\",n),n+e.entry.offset+e.entry.save)}function r(e,n){return\"UTC\"==e.zone?n:(e.entry=r=t(e,\"wallclock\",n),0<(o=n-r.wallclock)&&o9)t+=s*l[c-10];else{if(a=new Date(n(e,t)),c<7)for(;s;)a.setUTCDate(a.getUTCDate()+i),a.getUTCDay()==c&&(s-=i);else 7==c?a.setUTCFullYear(a.getUTCFullYear()+s):8==c?a.setUTCMonth(a.getUTCMonth()+s):a.setUTCDate(a.getUTCDate()+s);null==(t=r(e,a.getTime()))&&(t=r(e,a.getTime()+864e5*i)-864e5*i)}return t}var a={clock:function(){return+new Date},zone:\"UTC\",entry:{abbrev:\"UTC\",offset:0,save:0},UTC:1,z:function(e,t,n,r){var o,a,u=this.entry.offset+this.entry.save,i=Math.abs(u/1e3),l=[],s=3600;for(o=0;o<3;o++)l.push((\"0\"+Math.floor(i/s)).slice(-2)),i%=s,s/=60;return\"^\"!=n||u?(\"^\"==n&&(r=3),3==r?(a=(a=l.join(\":\")).replace(/:00$/,\"\"),\"^\"!=n&&(a=a.replace(/:00$/,\"\"))):r?(a=l.slice(0,r+1).join(\":\"),\"^\"==n&&(a=a.replace(/:00$/,\"\"))):a=l.slice(0,2).join(\"\"),a=(a=(u<0?\"-\":\"+\")+a).replace(/([-+])(0)/,{_:\" $1\",\"-\":\"$1\"}[n]||\"$1$2\")):\"Z\"},\"%\":function(e){return\"%\"},n:function(e){return\"\\n\"},t:function(e){return\"\\t\"},U:function(e){return s(e,0)},W:function(e){return s(e,1)},V:function(e){return c(e)[0]},G:function(e){return c(e)[1]},g:function(e){return c(e)[1]%100},j:function(e){return Math.floor((e.getTime()-Date.UTC(e.getUTCFullYear(),0))/864e5)+1},s:function(e){return Math.floor(e.getTime()/1e3)},C:function(e){return Math.floor(e.getUTCFullYear()/100)},N:function(e){return e.getTime()%1e3*1e6},m:function(e){return e.getUTCMonth()+1},Y:function(e){return e.getUTCFullYear()},y:function(e){return e.getUTCFullYear()%100},H:function(e){return e.getUTCHours()},M:function(e){return e.getUTCMinutes()},S:function(e){return e.getUTCSeconds()},e:function(e){return e.getUTCDate()},d:function(e){return e.getUTCDate()},u:function(e){return e.getUTCDay()||7},w:function(e){return e.getUTCDay()},l:function(e){return e.getUTCHours()%12||12},I:function(e){return e.getUTCHours()%12||12},k:function(e){return e.getUTCHours()},Z:function(e){return this.entry.abbrev},a:function(e){return this[this.locale].day.abbrev[e.getUTCDay()]},A:function(e){return this[this.locale].day.full[e.getUTCDay()]},h:function(e){return this[this.locale].month.abbrev[e.getUTCMonth()]},b:function(e){return this[this.locale].month.abbrev[e.getUTCMonth()]},B:function(e){return this[this.locale].month.full[e.getUTCMonth()]},P:function(e){return this[this.locale].meridiem[Math.floor(e.getUTCHours()/12)].toLowerCase()},p:function(e){return this[this.locale].meridiem[Math.floor(e.getUTCHours()/12)]},R:function(e,t){return this.convert([t,\"%H:%M\"])},T:function(e,t){return this.convert([t,\"%H:%M:%S\"])},D:function(e,t){return this.convert([t,\"%m/%d/%y\"])},F:function(e,t){return this.convert([t,\"%Y-%m-%d\"])},x:function(e,t){return this.convert([t,this[this.locale].date])},r:function(e,t){return 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 n=[],e=1;e.1&&Math.abs(r)<1e3):return\"%0.3f\";default:return\"%0.3e\"}}(),r):\"\"+r}function s(r,n,t,i){if(null==t)return c;if(null!=i&&(r in i||n in i)){var u=i[n in i?n:r];if(o.isString(u)){if(u in e.DEFAULT_FORMATTERS)return e.DEFAULT_FORMATTERS[u];throw new Error(\"Unknown tooltip field formatter type '\"+u+\"'\")}return function(r,n,e){return u.format(r,n,e)}}return e.DEFAULT_FORMATTERS.numeral}function p(r,n,e,t){if(\"$\"==r[0]){if(r.substring(1)in t)return t[r.substring(1)];throw new Error(\"Unknown special variable '\"+r+\"'\")}var i=n.get_column(r);if(null==i)return null;if(o.isNumber(e))return i[e];var u=i[e.index];return o.isTypedArray(u)||o.isArray(u)?o.isArray(u[0])?u[e.dim2][e.dim1]:u[e.flat_index]:u}e.sprintf=l,e.DEFAULT_FORMATTERS={numeral:function(r,n,e){return u.format(r,n)},datetime:function(r,n,e){return a(r,n)},printf:function(r,n,e){return l(n,r)}},e.basic_formatter=c,e.get_formatter=s,e.get_value=p,e.replace_placeholders=function(r,n,e,t,i){void 0===i&&(i={});var u=r.replace(/(?:^|[^@])([@|\\$](?:\\w+|{[^{}]+}))(?:{[^{}]+})?/g,function(r,n,e){return\"\"+n});return r=(r=(r=r.replace(/@\\$name/g,function(r){return\"@{\"+i.name+\"}\"})).replace(/(^|[^\\$])\\$(\\w+)/g,function(r,n,e){return n+\"@$\"+e})).replace(/(^|[^@])@(?:(\\$?\\w+)|{([^{}]+)})(?:{([^{}]+)})?/g,function(r,a,o,l,c){var m=p(o=null!=l?l:o,n,e,i);if(null==m)return\"\"+a+f.escape(\"???\");if(\"safe\"==c)return\"\"+a+m;var T=s(o,u,c,t);return\"\"+a+f.escape(T(m,c,i))})}},\n", " function _(e,n,t){!function(){\"use strict\";var e={not_string:/[^s]/,not_bool:/[^t]/,not_type:/[^T]/,not_primitive:/[^v]/,number:/[diefg]/,numeric_arg:/[bcdiefguxX]/,json:/[j]/,not_json:/[^j]/,text:/^[^\\x25]+/,modulo:/^\\x25{2}/,placeholder:/^\\x25(?:([1-9]\\d*)\\$|\\(([^)]+)\\))?(\\+)?(0|'[^$])?(-)?(\\d+)?(?:\\.(\\d+))?([b-gijostTuvxX])/,key:/^([a-z_][a-z_\\d]*)/i,key_access:/^\\.([a-z_][a-z_\\d]*)/i,index_access:/^\\[(\\d+)\\]/,sign:/^[+-]/};function n(t){return function(t,r){var i,s,a,o,p,c,l,u,f,d=1,g=t.length,y=\"\";for(s=0;s=0),o.type){case\"b\":i=parseInt(i,10).toString(2);break;case\"c\":i=String.fromCharCode(parseInt(i,10));break;case\"d\":case\"i\":i=parseInt(i,10);break;case\"j\":i=JSON.stringify(i,null,o.width?parseInt(o.width):0);break;case\"e\":i=o.precision?parseFloat(i).toExponential(o.precision):parseFloat(i).toExponential();break;case\"f\":i=o.precision?parseFloat(i).toFixed(o.precision):parseFloat(i);break;case\"g\":i=o.precision?String(Number(i.toPrecision(o.precision))):parseFloat(i);break;case\"o\":i=(parseInt(i,10)>>>0).toString(8);break;case\"s\":i=String(i),i=o.precision?i.substring(0,o.precision):i;break;case\"t\":i=String(!!i),i=o.precision?i.substring(0,o.precision):i;break;case\"T\":i=Object.prototype.toString.call(i).slice(8,-1).toLowerCase(),i=o.precision?i.substring(0,o.precision):i;break;case\"u\":i=parseInt(i,10)>>>0;break;case\"v\":i=i.valueOf(),i=o.precision?i.substring(0,o.precision):i;break;case\"x\":i=(parseInt(i,10)>>>0).toString(16);break;case\"X\":i=(parseInt(i,10)>>>0).toString(16).toUpperCase()}e.json.test(o.type)?y+=i:(!e.number.test(o.type)||u&&!o.sign?f=\"\":(f=u?\"+\":\"-\",i=i.toString().replace(e.sign,\"\")),c=o.pad_char?\"0\"===o.pad_char?\"0\":o.pad_char.charAt(1):\" \",l=o.width-(f+i).length,p=o.width&&l>0?c.repeat(l):\"\",y+=o.align?f+i+p:\"0\"===c?f+p+i:p+f+i)}return y}(function(n){if(i[n])return i[n];var t,r=n,s=[],a=0;for(;r;){if(null!==(t=e.text.exec(r)))s.push(t[0]);else if(null!==(t=e.modulo.exec(r)))s.push(\"%\");else{if(null===(t=e.placeholder.exec(r)))throw new SyntaxError(\"[sprintf] unexpected placeholder\");if(t[2]){a|=1;var o=[],p=t[2],c=[];if(null===(c=e.key.exec(p)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");for(o.push(c[1]);\"\"!==(p=p.substring(c[0].length));)if(null!==(c=e.key_access.exec(p)))o.push(c[1]);else{if(null===(c=e.index_access.exec(p)))throw new SyntaxError(\"[sprintf] failed to parse named argument key\");o.push(c[1])}t[2]=o}else a|=2;if(3===a)throw new Error(\"[sprintf] mixing positional and named placeholders is not (yet) supported\");s.push({placeholder:t[0],param_no:t[1],keys:t[2],sign:t[3],pad_char:t[4],align:t[5],width:t[6],precision:t[7],type:t[8]})}r=r.substring(t[0].length)}return i[n]=s}(t),arguments)}function r(e,t){return n.apply(null,[e].concat(t||[]))}var i=Object.create(null);void 0!==t&&(t.sprintf=n,t.vsprintf=r),\"undefined\"!=typeof window&&(window.sprintf=n,window.vsprintf=r,\"function\"==typeof define&&define.amd&&define(function(){return{sprintf:n,vsprintf:r}}))}()},\n", " function _(e,n,t){\n", " /*!\n", " * numbro.js\n", " * version : 1.6.2\n", " * author : Företagsplatsen AB\n", " * license : MIT\n", " * http://www.foretagsplatsen.se\n", " */\n", " var r,i={},a=i,o=\"en-US\",l=null,u=\"0,0\";void 0!==n&&n.exports;function c(e){this._value=e}function s(e){var n,t=\"\";for(n=0;n-1?function(e,n){var t,r,i,a;return 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(\"$ \",\"\")):l=l.replace(\"$\",\"\");if(a=h(e,l,t,p),-1===n.indexOf(\"$\"))switch(i[o].currency.position){case\"postfix\":a.indexOf(\")\")>-1?((a=a.split(\"\")).splice(-1,0,d+i[o].currency.symbol),a=a.join(\"\")):a=a+d+i[o].currency.symbol;break;case\"infix\":break;case\"prefix\":a.indexOf(\"(\")>-1||a.indexOf(\"-\")>-1?(a=a.split(\"\"),r=Math.max(c,f)+1,a.splice(r,0,i[o].currency.symbol+d),a=a.join(\"\")):a=i[o].currency.symbol+d+a;break;default:throw Error('Currency position should be among [\"prefix\", \"infix\", \"postfix\"]')}else u<=1?a.indexOf(\"(\")>-1||a.indexOf(\"+\")>-1||a.indexOf(\"-\")>-1?(a=a.split(\"\"),r=1,(u-1?((a=a.split(\"\")).splice(-1,0,d+i[o].currency.symbol),a=a.join(\"\")):a=a+d+i[o].currency.symbol;return a}(e,n,t):n.indexOf(\"%\")>-1?function(e,n,t){var r,i=\"\";e*=100,n.indexOf(\" %\")>-1?(i=\" \",n=n.replace(\" %\",\"\")):n=n.replace(\"%\",\"\");(r=h(e,n,t)).indexOf(\")\")>-1?((r=r.split(\"\")).splice(-1,0,i+\"%\"),r=r.join(\"\")):r=r+i+\"%\";return 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,$,B=!1,E=!1,F=!1,k=\"\",U=!1,N=!1,S=!1,j=!1,D=!1,C=\"\",L=\"\",T=Math.abs(e),K=[\"B\",\"KiB\",\"MiB\",\"GiB\",\"TiB\",\"PiB\",\"EiB\",\"ZiB\",\"YiB\"],G=[\"B\",\"KB\",\"MB\",\"GB\",\"TB\",\"PB\",\"EB\",\"ZB\",\"YB\"],I=\"\",P=!1,R=!1;if(0===e&&null!==l)return l;if(!isFinite(e))return\"\"+e;if(0===n.indexOf(\"{\")){var W=n.indexOf(\"}\");if(-1===W)throw Error('Format should also contain a \"}\"');b=n.slice(1,W),n=n.slice(W+1)}else b=\"\";if(n.indexOf(\"}\")===n.length-1){var Y=n.indexOf(\"{\");if(-1===Y)throw Error('Format should also contain a \"{\"');w=n.slice(Y+1,-1),n=n.slice(0,Y+1)}else w=\"\";if(v=null===($=-1===n.indexOf(\".\")?n.match(/([0-9]+).*/):n.match(/([0-9]+)\\..*/))?-1:$[1].length,-1!==n.indexOf(\"-\")&&(P=!0),n.indexOf(\"(\")>-1?(B=!0,n=n.slice(1,-1)):n.indexOf(\"+\")>-1&&(E=!0,n=n.replace(/\\+/g,\"\")),n.indexOf(\"a\")>-1){if(g=n.split(\".\")[0].match(/[0-9]+/g)||[\"0\"],g=parseInt(g[0],10),U=n.indexOf(\"aK\")>=0,N=n.indexOf(\"aM\")>=0,S=n.indexOf(\"aB\")>=0,j=n.indexOf(\"aT\")>=0,D=U||N||S||j,n.indexOf(\" a\")>-1?(k=\" \",n=n.replace(\" a\",\"\")):n=n.replace(\"a\",\"\"),p=0===(p=(d=Math.floor(Math.log(T)/Math.LN10)+1)%3)?3:p,g&&0!==T&&(h=Math.floor(Math.log(T)/Math.LN10)+1-g,m=3*~~((Math.min(g,d)-p)/3),T/=Math.pow(10,m),-1===n.indexOf(\".\")&&g>3))for(n+=\"[.]\",M=(M=0===h?0:3*~~(h/3)-h)<0?M+3:M,a=0;a=Math.pow(10,12)&&!D||j?(k+=i[o].abbreviations.trillion,e/=Math.pow(10,12)):T=Math.pow(10,9)&&!D||S?(k+=i[o].abbreviations.billion,e/=Math.pow(10,9)):T=Math.pow(10,6)&&!D||N?(k+=i[o].abbreviations.million,e/=Math.pow(10,6)):(T=Math.pow(10,3)&&!D||U)&&(k+=i[o].abbreviations.thousand,e/=Math.pow(10,3)))}if(n.indexOf(\"b\")>-1)for(n.indexOf(\" b\")>-1?(C=\" \",n=n.replace(\" b\",\"\")):n=n.replace(\"b\",\"\"),s=0;s<=K.length;s++)if(u=Math.pow(1024,s),c=Math.pow(1024,s+1),e>=u&&e0&&(e/=u);break}if(n.indexOf(\"d\")>-1)for(n.indexOf(\" d\")>-1?(C=\" \",n=n.replace(\" d\",\"\")):n=n.replace(\"d\",\"\"),s=0;s<=G.length;s++)if(u=Math.pow(1e3,s),c=Math.pow(1e3,s+1),e>=u&&e0&&(e/=u);break}if(n.indexOf(\"o\")>-1&&(n.indexOf(\" o\")>-1?(L=\" \",n=n.replace(\" o\",\"\")):n=n.replace(\"o\",\"\"),i[o].ordinal&&(L+=i[o].ordinal(e))),n.indexOf(\"[.]\")>-1&&(F=!0,n=n.replace(\"[.]\",\".\")),x=e.toString().split(\".\")[0],O=n.split(\".\")[1],y=n.indexOf(\",\"),O){if(x=(I=-1!==O.indexOf(\"*\")?f(e,e.toString().split(\".\")[1].length,t):O.indexOf(\"[\")>-1?f(e,(O=(O=O.replace(\"]\",\"\")).split(\"[\"))[0].length+O[1].length,t,O[1].length):f(e,O.length,t)).split(\".\")[0],I.split(\".\")[1].length)I=(r?k+r:i[o].delimiters.decimal)+I.split(\".\")[1];else I=\"\";F&&0===Number(I.slice(1))&&(I=\"\")}else x=f(e,null,t);return x.indexOf(\"-\")>-1&&(x=x.slice(1),R=!0),x.length-1&&(x=x.toString().replace(/(\\d)(?=(\\d{3})+(?!\\d))/g,\"$1\"+i[o].delimiters.thousands)),0===n.indexOf(\".\")&&(x=\"\"),b+(n.indexOf(\"(\")2)&&(o.length<2?!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u):1===o[0].length?!!o[0].match(/^\\d+$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/):!!o[0].match(/^\\d+.*\\d$/)&&!o[0].match(u)&&!!o[1].match(/^\\d+$/)))))},n.exports={format:function(e,n,t,i){return null!=t&&t!==r.culture()&&r.setCulture(t),d(Number(e),null!=n?n:u,null==i?Math.round:i)}}},\n", " function _(e,n,i){var t=e(113),r=e(110),a=e(205),s=e(257),c=e(258),_=e(261),m=e(262),k=e(260),o=function(e){function n(n){return e.call(this,n)||this}return t.__extends(n,e),n.init_DatetimeTicker=function(){this.override({num_minor_ticks:0,tickers:function(){return[new a.AdaptiveTicker({mantissas:[1,2,5],base:10,min_interval:0,max_interval:500*k.ONE_MILLI,num_minor_ticks:0}),new a.AdaptiveTicker({mantissas:[1,2,5,10,15,20,30],base:60,min_interval:k.ONE_SECOND,max_interval:30*k.ONE_MINUTE,num_minor_ticks:0}),new a.AdaptiveTicker({mantissas:[1,2,4,6,8,12],base:24,min_interval:k.ONE_HOUR,max_interval:12*k.ONE_HOUR,num_minor_ticks:0}),new c.DaysTicker({days:r.range(1,32)}),new c.DaysTicker({days:r.range(1,31,3)}),new c.DaysTicker({days:[1,8,15,22]}),new c.DaysTicker({days:[1,15]}),new _.MonthsTicker({months:r.range(0,12,1)}),new _.MonthsTicker({months:r.range(0,12,2)}),new _.MonthsTicker({months:r.range(0,12,4)}),new _.MonthsTicker({months:r.range(0,12,6)}),new m.YearsTicker({})]}})},n}(s.CompositeTicker);i.DatetimeTicker=o,o.__name__=\"DatetimeTicker\",o.init_DatetimeTicker()},\n", " function _(t,e,i){var n=t(113),r=t(206),o=t(121),s=t(110),a=t(125),_=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_CompositeTicker=function(){this.define({tickers:[o.Array,[]]})},Object.defineProperty(e.prototype,\"min_intervals\",{get:function(){return this.tickers.map(function(t){return t.get_min_interval()})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_intervals\",{get:function(){return this.tickers.map(function(t){return t.get_max_interval()})},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"min_interval\",{get:function(){return this.min_intervals[0]},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"max_interval\",{get:function(){return this.max_intervals[0]},enumerable:!0,configurable:!0}),e.prototype.get_best_ticker=function(t,e,i){var n,r=e-t,o=this.get_ideal_interval(t,e,i),_=[s.sorted_index(this.min_intervals,o)-1,s.sorted_index(this.max_intervals,o)],u=[this.min_intervals[_[0]],this.max_intervals[_[1]]].map(function(t){return Math.abs(i-r/t)});if(a.isEmpty(u.filter(function(t){return!isNaN(t)})))n=this.tickers[0];else{var c=_[s.argmin(u)];n=this.tickers[c]}return n},e.prototype.get_interval=function(t,e,i){return this.get_best_ticker(t,e,i).get_interval(t,e,i)},e.prototype.get_ticks_no_defaults=function(t,e,i,n){return this.get_best_ticker(t,e,n).get_ticks_no_defaults(t,e,i,n)},e}(r.ContinuousTicker);i.CompositeTicker=_,_.__name__=\"CompositeTicker\",_.init_CompositeTicker()},\n", " function _(t,n,e){var i=t(113),r=t(259),a=t(260),o=t(121),s=t(110);var _=function(t){function n(n){return t.call(this,n)||this}return i.__extends(n,t),n.init_DaysTicker=function(){this.define({days:[o.Array,[]]}),this.override({num_minor_ticks:0})},n.prototype.initialize=function(){t.prototype.initialize.call(this);var n=this.days;n.length>1?this.interval=(n[1]-n[0])*a.ONE_DAY:this.interval=31*a.ONE_DAY},n.prototype.get_ticks_no_defaults=function(t,n,e,i){var r=function(t,n){var e=a.last_month_no_later_than(new Date(t)),i=a.last_month_no_later_than(new Date(n));i.setUTCMonth(i.getUTCMonth()+1);for(var r=[],o=e;r.push(a.copy_date(o)),o.setUTCMonth(o.getUTCMonth()+1),!(o>i););return r}(t,n),o=this.days,_=this.interval;return{major:s.concat(r.map(function(t){return function(t,n){for(var e=t.getUTCMonth(),i=[],r=0,s=o;r1?this.interval=(n[1]-n[0])*a.ONE_MONTH:this.interval=12*a.ONE_MONTH},n.prototype.get_ticks_no_defaults=function(t,n,e,r){var i=function(t,n){var e=a.last_year_no_later_than(new Date(t)),r=a.last_year_no_later_than(new Date(n));r.setUTCFullYear(r.getUTCFullYear()+1);for(var i=[],o=e;i.push(a.copy_date(o)),o.setUTCFullYear(o.getUTCFullYear()+1),!(o>r););return i}(t,n),o=this.months;return{major:l.concat(i.map(function(t){return o.map(function(n){var e=a.copy_date(t);return e.setUTCMonth(n),e})})).map(function(t){return t.getTime()}).filter(function(e){return t<=e&&e<=n}),minor:[]}},n}(i.SingleIntervalTicker);e.MonthsTicker=u,u.__name__=\"MonthsTicker\",u.init_MonthsTicker()},\n", " 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 e.__extends(n,i),n.init_LogAxis=function(){this.prototype.default_view=_,this.override({ticker:function(){return new s.LogTicker},formatter:function(){return new u.LogTickFormatter}})},n}(r.ContinuousAxis);t.LogAxis=c,c.__name__=\"LogAxis\",c.init_LogAxis()},\n", " function _(t,i,r){var e=t(113),n=t(209),o=t(208),a=t(167),c=t(121),l=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_LogTickFormatter=function(){this.define({ticker:[c.Instance,null]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this.basic_formatter=new o.BasicTickFormatter,null==this.ticker&&a.logger.warn(\"LogTickFormatter not configured with a ticker, using default base of 10 (labels will be incorrect if ticker base is not 10)\")},i.prototype.doFormat=function(t,i){if(0==t.length)return[];for(var r=null!=this.ticker?this.ticker.base:10,e=!1,n=new Array(t.length),o=0,a=t.length;o0&&n[o]==n[o-1]){e=!0;break}return e?this.basic_formatter.doFormat(t,i):n},i}(n.TickFormatter);r.LogTickFormatter=l,l.__name__=\"LogTickFormatter\",l.init_LogTickFormatter()},\n", " function _(t,r,n){var e=t(113),i=t(205),o=t(110),a=function(t){function r(r){return t.call(this,r)||this}return e.__extends(r,t),r.init_LogTicker=function(){this.override({mantissas:[1,5]})},r.prototype.get_ticks_no_defaults=function(t,r,n,e){var i,a=this.num_minor_ticks,u=[],f=this.base,h=Math.log(t)/Math.log(f),l=Math.log(r)/Math.log(f),c=l-h;if(isFinite(c))if(c<2){var s=this.get_interval(t,r,e),g=Math.floor(t/s),_=Math.ceil(r/s);if(i=o.range(g,_+1).filter(function(t){return 0!=t}).map(function(t){return t*s}).filter(function(n){return t<=n&&n<=r}),a>0&&i.length>0){for(var p=s/a,v=0,M=(y=o.range(0,a).map(function(t){return t*p})).slice(1);v0&&i.length>0){for(var y,A=Math.pow(f,x)/a,F=0,q=y=o.range(1,a+1).map(function(t){return t*A});F1?((e=i).width=arguments[0],e.height=arguments[1]):e=t||i,!(this instanceof r))return new r(e);this.width=e.width||i.width,this.height=e.height||i.height,this.enableMirroring=void 0!==e.enableMirroring?e.enableMirroring:i.enableMirroring,this.canvas=this,this.__document=e.document||document,e.ctx?this.__ctx=e.ctx:(this.__canvas=this.__document.createElement(\"canvas\"),this.__ctx=this.__canvas.getContext(\"2d\")),this.__setDefaultStyles(),this.__stack=[this.__getStyleState()],this.__groupStack=[],this.__root=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"svg\"),this.__root.setAttribute(\"version\",1.1),this.__root.setAttribute(\"xmlns\",\"http://www.w3.org/2000/svg\"),this.__root.setAttributeNS(\"http://www.w3.org/2000/xmlns/\",\"xmlns:xlink\",\"http://www.w3.org/1999/xlink\"),this.__root.setAttribute(\"width\",this.width),this.__root.setAttribute(\"height\",this.height),this.__ids={},this.__defs=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"defs\"),this.__root.appendChild(this.__defs),this.__currentElement=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"g\"),this.__root.appendChild(this.__currentElement)}).prototype.__createElement=function(t,e,r){void 0===e&&(e={});var i,n,s=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",t),a=Object.keys(e);for(r&&(s.setAttribute(\"fill\",\"none\"),s.setAttribute(\"stroke\",\"none\")),i=0;i0){\"path\"===this.__currentElement.nodeName&&(this.__currentElementsToStyle||(this.__currentElementsToStyle={element:e,children:[]}),this.__currentElementsToStyle.children.push(this.__currentElement),this.__applyCurrentDefaultPath());var r=this.__createElement(\"g\");e.appendChild(r),this.__currentElement=r}var i=this.__currentElement.getAttribute(\"transform\");i?i+=\" \":i=\"\",i+=t,this.__currentElement.setAttribute(\"transform\",i)},r.prototype.scale=function(t,e){void 0===e&&(e=t),this.__addTransform(a(\"scale({x},{y})\",{x:t,y:e}))},r.prototype.rotate=function(t){var e=180*t/Math.PI;this.__addTransform(a(\"rotate({angle},{cx},{cy})\",{angle:e,cx:0,cy:0}))},r.prototype.translate=function(t,e){this.__addTransform(a(\"translate({x},{y})\",{x:t,y:e}))},r.prototype.transform=function(t,e,r,i,n,s){this.__addTransform(a(\"matrix({a},{b},{c},{d},{e},{f})\",{a:t,b:e,c:r,d:i,e:n,f:s}))},r.prototype.beginPath=function(){var t;this.__currentDefaultPath=\"\",this.__currentPosition={},t=this.__createElement(\"path\",{},!0),this.__closestGroupOrSvg().appendChild(t),this.__currentElement=t},r.prototype.__applyCurrentDefaultPath=function(){var t=this.__currentElement;\"path\"===t.nodeName?t.setAttribute(\"d\",this.__currentDefaultPath):console.error(\"Attempted to apply path command to node\",t.nodeName)},r.prototype.__addPathCommand=function(t){this.__currentDefaultPath+=\" \",this.__currentDefaultPath+=t},r.prototype.moveTo=function(t,e){\"path\"!==this.__currentElement.nodeName&&this.beginPath(),this.__currentPosition={x:t,y:e},this.__addPathCommand(a(\"M {x} {y}\",{x:t,y:e}))},r.prototype.closePath=function(){this.__currentDefaultPath&&this.__addPathCommand(\"Z\")},r.prototype.lineTo=function(t,e){this.__currentPosition={x:t,y:e},this.__currentDefaultPath.indexOf(\"M\")>-1?this.__addPathCommand(a(\"L {x} {y}\",{x:t,y:e})):this.__addPathCommand(a(\"M {x} {y}\",{x:t,y:e}))},r.prototype.bezierCurveTo=function(t,e,r,i,n,s){this.__currentPosition={x:n,y:s},this.__addPathCommand(a(\"C {cp1x} {cp1y} {cp2x} {cp2y} {x} {y}\",{cp1x:t,cp1y:e,cp2x:r,cp2y:i,x:n,y:s}))},r.prototype.quadraticCurveTo=function(t,e,r,i){this.__currentPosition={x:r,y:i},this.__addPathCommand(a(\"Q {cpx} {cpy} {x} {y}\",{cpx:t,cpy:e,x:r,y:i}))};var l=function(t){var e=Math.sqrt(t[0]*t[0]+t[1]*t[1]);return[t[0]/e,t[1]/e]};r.prototype.arcTo=function(t,e,r,i,n){var s=this.__currentPosition&&this.__currentPosition.x,a=this.__currentPosition&&this.__currentPosition.y;if(void 0!==s&&void 0!==a){if(n<0)throw new Error(\"IndexSizeError: The radius provided (\"+n+\") is negative.\");if(s===t&&a===e||t===r&&e===i||0===n)this.lineTo(t,e);else{var o=l([s-t,a-e]),h=l([r-t,i-e]);if(o[0]*h[1]!=o[1]*h[0]){var c=o[0]*h[0]+o[1]*h[1],p=Math.acos(Math.abs(c)),_=l([o[0]+h[0],o[1]+h[1]]),u=n/Math.sin(p/2),d=t+u*_[0],g=e+u*_[1],m=[-o[1],o[0]],f=[h[1],-h[0]],y=function(t){var e=t[0];return t[1]>=0?Math.acos(e):-Math.acos(e)},v=y(m),b=y(f);this.lineTo(d+m[0]*n,g+m[1]*n),this.arc(d,g,n,v,b)}else this.lineTo(t,e)}}},r.prototype.stroke=function(){\"path\"===this.__currentElement.nodeName&&this.__currentElement.setAttribute(\"paint-order\",\"fill stroke markers\"),this.__applyCurrentDefaultPath(),this.__applyStyleToCurrentElement(\"stroke\")},r.prototype.fill=function(){\"path\"===this.__currentElement.nodeName&&this.__currentElement.setAttribute(\"paint-order\",\"stroke fill markers\"),this.__applyCurrentDefaultPath(),this.__applyStyleToCurrentElement(\"fill\")},r.prototype.rect=function(t,e,r,i){\"path\"!==this.__currentElement.nodeName&&this.beginPath(),this.moveTo(t,e),this.lineTo(t+r,e),this.lineTo(t+r,e+i),this.lineTo(t,e+i),this.lineTo(t,e),this.closePath()},r.prototype.fillRect=function(t,e,r,i){var n;n=this.__createElement(\"rect\",{x:t,y:e,width:r,height:i},!0),this.__closestGroupOrSvg().appendChild(n),this.__currentElement=n,this.__applyStyleToCurrentElement(\"fill\")},r.prototype.strokeRect=function(t,e,r,i){var n;n=this.__createElement(\"rect\",{x:t,y:e,width:r,height:i},!0),this.__closestGroupOrSvg().appendChild(n),this.__currentElement=n,this.__applyStyleToCurrentElement(\"stroke\")},r.prototype.__clearCanvas=function(){for(var t=this.__closestGroupOrSvg().getAttribute(\"transform\"),e=this.__root.childNodes[1],r=e.childNodes,i=r.length-1;i>=0;i--)r[i]&&e.removeChild(r[i]);this.__currentElement=e,this.__groupStack=[],t&&this.__addTransform(t)},r.prototype.clearRect=function(t,e,r,i){if(0!==t||0!==e||r!==this.width||i!==this.height){var n,s=this.__closestGroupOrSvg();n=this.__createElement(\"rect\",{x:t,y:e,width:r,height:i,fill:\"#FFFFFF\"},!0),s.appendChild(n)}else this.__clearCanvas()},r.prototype.createLinearGradient=function(t,e,r,n){var s=this.__createElement(\"linearGradient\",{id:o(this.__ids),x1:t+\"px\",x2:r+\"px\",y1:e+\"px\",y2:n+\"px\",gradientUnits:\"userSpaceOnUse\"},!1);return this.__defs.appendChild(s),new i(s,this)},r.prototype.createRadialGradient=function(t,e,r,n,s,a){var h=this.__createElement(\"radialGradient\",{id:o(this.__ids),cx:n+\"px\",cy:s+\"px\",r:a+\"px\",fx:t+\"px\",fy:e+\"px\",gradientUnits:\"userSpaceOnUse\"},!1);return this.__defs.appendChild(h),new i(h,this)},r.prototype.__parseFont=function(){var t=/^\\s*(?=(?:(?:[-a-z]+\\s*){0,2}(italic|oblique))?)(?=(?:(?:[-a-z]+\\s*){0,2}(small-caps))?)(?=(?:(?:[-a-z]+\\s*){0,2}(bold(?:er)?|lighter|[1-9]00))?)(?:(?:normal|\\1|\\2|\\3)\\s*){0,3}((?:xx?-)?(?:small|large)|medium|smaller|larger|[.\\d]+(?:\\%|in|[cem]m|ex|p[ctx]))(?:\\s*\\/\\s*(normal|[.\\d]+(?:\\%|in|[cem]m|ex|p[ctx])))?\\s*([-,\\'\\\"\\sa-z0-9]+?)\\s*$/i.exec(this.font),e={style:t[1]||\"normal\",size:t[4]||\"10px\",family:t[6]||\"sans-serif\",weight:t[3]||\"normal\",decoration:t[2]||\"normal\",href:null};return\"underline\"===this.__fontUnderline&&(e.decoration=\"underline\"),this.__fontHref&&(e.href=this.__fontHref),e},r.prototype.__wrapTextLink=function(t,e){if(t.href){var r=this.__createElement(\"a\");return r.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",t.href),r.appendChild(e),r}return e},r.prototype.__applyText=function(t,e,r,i){var n,s,a=this.__parseFont(),o=this.__closestGroupOrSvg(),l=this.__createElement(\"text\",{\"font-family\":a.family,\"font-size\":a.size,\"font-style\":a.style,\"font-weight\":a.weight,\"text-decoration\":a.decoration,x:e,y:r,\"text-anchor\":(n=this.textAlign,s={left:\"start\",right:\"end\",center:\"middle\",start:\"start\",end:\"end\"},s[n]||s.start),\"dominant-baseline\":h(this.textBaseline)},!0);l.appendChild(this.__document.createTextNode(t)),this.__currentElement=l,this.__applyStyleToCurrentElement(i),o.appendChild(this.__wrapTextLink(a,l))},r.prototype.fillText=function(t,e,r){this.__applyText(t,e,r,\"fill\")},r.prototype.strokeText=function(t,e,r){this.__applyText(t,e,r,\"stroke\")},r.prototype.measureText=function(t){return this.__ctx.font=this.font,this.__ctx.measureText(t)},r.prototype.arc=function(t,e,r,i,n,s){if(i!==n){(i%=2*Math.PI)===(n%=2*Math.PI)&&(n=(n+2*Math.PI-.001*(s?-1:1))%(2*Math.PI));var o=t+r*Math.cos(n),h=e+r*Math.sin(n),l=t+r*Math.cos(i),c=e+r*Math.sin(i),p=s?0:1,_=0,u=n-i;u<0&&(u+=2*Math.PI),_=s?u>Math.PI?0:1:u>Math.PI?1:0,this.lineTo(l,c),this.__addPathCommand(a(\"A {rx} {ry} {xAxisRotation} {largeArcFlag} {sweepFlag} {endX} {endY}\",{rx:r,ry:r,xAxisRotation:0,largeArcFlag:_,sweepFlag:p,endX:o,endY:h})),this.__currentPosition={x:o,y:h}}},r.prototype.clip=function(){var t=this.__closestGroupOrSvg(),e=this.__createElement(\"clipPath\"),r=o(this.__ids),i=this.__createElement(\"g\");this.__applyCurrentDefaultPath(),t.removeChild(this.__currentElement),e.setAttribute(\"id\",r),e.appendChild(this.__currentElement),this.__defs.appendChild(e),t.setAttribute(\"clip-path\",a(\"url(#{id})\",{id:r})),t.appendChild(i),this.__currentElement=i},r.prototype.drawImage=function(){var t,e,i,n,s,a,o,h,l,c,p,_,u,d,g=Array.prototype.slice.call(arguments),m=g[0],f=0,y=0;if(3===g.length)t=g[1],e=g[2],i=s=m.width,n=a=m.height;else if(5===g.length)t=g[1],e=g[2],i=g[3],n=g[4],s=m.width,a=m.height;else{if(9!==g.length)throw new Error(\"Inavlid number of arguments passed to drawImage: \"+arguments.length);f=g[1],y=g[2],s=g[3],a=g[4],t=g[5],e=g[6],i=g[7],n=g[8]}o=this.__closestGroupOrSvg(),this.__currentElement;var v=\"translate(\"+t+\", \"+e+\")\";if(m instanceof r){if((h=m.getSvg().cloneNode(!0)).childNodes&&h.childNodes.length>1){for(l=h.childNodes[0];l.childNodes.length;)d=l.childNodes[0].getAttribute(\"id\"),this.__ids[d]=d,this.__defs.appendChild(l.childNodes[0]);if(c=h.childNodes[1]){var b,w=c.getAttribute(\"transform\");b=w?w+\" \"+v:v,c.setAttribute(\"transform\",b),o.appendChild(c)}}}else\"IMG\"===m.nodeName?((p=this.__createElement(\"image\")).setAttribute(\"width\",i),p.setAttribute(\"height\",n),p.setAttribute(\"preserveAspectRatio\",\"none\"),(f||y||s!==m.width||a!==m.height)&&((_=this.__document.createElement(\"canvas\")).width=i,_.height=n,(u=_.getContext(\"2d\")).drawImage(m,f,y,s,a,0,0,i,n),m=_),p.setAttribute(\"transform\",v),p.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",\"CANVAS\"===m.nodeName?m.toDataURL():m.getAttribute(\"src\")),o.appendChild(p)):\"CANVAS\"===m.nodeName&&((p=this.__createElement(\"image\")).setAttribute(\"width\",i),p.setAttribute(\"height\",n),p.setAttribute(\"preserveAspectRatio\",\"none\"),(_=this.__document.createElement(\"canvas\")).width=i,_.height=n,(u=_.getContext(\"2d\")).imageSmoothingEnabled=!1,u.mozImageSmoothingEnabled=!1,u.oImageSmoothingEnabled=!1,u.webkitImageSmoothingEnabled=!1,u.drawImage(m,f,y,s,a,0,0,i,n),m=_,p.setAttribute(\"transform\",v),p.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",m.toDataURL()),o.appendChild(p))},r.prototype.createPattern=function(t,e){var i,s=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"pattern\"),a=o(this.__ids);return s.setAttribute(\"id\",a),s.setAttribute(\"width\",t.width),s.setAttribute(\"height\",t.height),\"CANVAS\"===t.nodeName||\"IMG\"===t.nodeName?((i=this.__document.createElementNS(\"http://www.w3.org/2000/svg\",\"image\")).setAttribute(\"width\",t.width),i.setAttribute(\"height\",t.height),i.setAttributeNS(\"http://www.w3.org/1999/xlink\",\"xlink:href\",\"CANVAS\"===t.nodeName?t.toDataURL():t.getAttribute(\"src\")),s.appendChild(i),this.__defs.appendChild(s)):t instanceof r&&(s.appendChild(t.__root.childNodes[1]),this.__defs.appendChild(s)),new 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,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);\\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 e=p(t,this.xPct);return{stepBefore:{startValue:this.xVal[e-2],step:this.xNumSteps[e-2],highestStep:this.xHighestCompleteStep[e-2]},thisStep:{startValue:this.xVal[e-1],step:this.xNumSteps[e-1],highestStep:this.xHighestCompleteStep[e-1]},stepAfter:{startValue:this.xVal[e-0],step:this.xNumSteps[e-0],highestStep:this.xHighestCompleteStep[e-0]}}},g.prototype.countStepDecimals=function(){var t=this.xNumSteps.map(o);return Math.max.apply(null,t)},g.prototype.convert=function(t){return this.getStep(this.toStepping(t))};var v={to:function(t){return void 0!==t&&t.toFixed(2)},from:Number};function b(e){if(function(t){return\"object\"==typeof t&&\"function\"==typeof t.to&&\"function\"==typeof t.from}(e))return!0;throw new Error(\"noUiSlider (\"+t+\"): 'format' requires 'to' and 'from' methods.\")}function S(e,n){if(!r(n))throw new Error(\"noUiSlider (\"+t+\"): 'step' is not numeric.\");e.singleStep=n}function w(e,r){if(\"object\"!=typeof r||Array.isArray(r))throw new Error(\"noUiSlider (\"+t+\"): 'range' is not an object.\");if(void 0===r.min||void 0===r.max)throw new Error(\"noUiSlider (\"+t+\"): Missing 'min' or 'max' in 'range'.\");if(r.min===r.max)throw new Error(\"noUiSlider (\"+t+\"): 'range' 'min' and 'max' cannot be equal.\");e.spectrum=new g(r,e.snap,e.singleStep)}function x(e,r){if(r=i(r),!Array.isArray(r)||!r.length)throw new Error(\"noUiSlider (\"+t+\"): 'start' option is incorrect.\");e.handles=r.length,e.start=r}function y(e,r){if(e.snap=r,\"boolean\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'snap' option must be a boolean.\")}function E(e,r){if(e.animate=r,\"boolean\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'animate' option must be a boolean.\")}function C(e,r){if(e.animationDuration=r,\"number\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'animationDuration' option must be a number.\")}function N(e,r){var n,i=[!1];if(\"lower\"===r?r=[!0,!1]:\"upper\"===r&&(r=[!1,!0]),!0===r||!1===r){for(n=1;n=50)throw new Error(\"noUiSlider (\"+t+\"): 'padding' option must be less than half the range.\")}}function O(e,r){switch(r){case\"ltr\":e.dir=0;break;case\"rtl\":e.dir=1;break;default:throw new Error(\"noUiSlider (\"+t+\"): 'direction' option was not recognized.\")}}function k(e,r){if(\"string\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'behaviour' must be a string containing options.\");var n=r.indexOf(\"tap\")>=0,i=r.indexOf(\"drag\")>=0,o=r.indexOf(\"fixed\")>=0,s=r.indexOf(\"snap\")>=0,a=r.indexOf(\"hover\")>=0;if(o){if(2!==e.handles)throw new Error(\"noUiSlider (\"+t+\"): 'fixed' behaviour must be used with 2 handles\");P(e,e.start[1]-e.start[0])}e.events={tap:n||s,drag:i,fixed:o,snap:s,hover:a}}function V(e,r){if(e.multitouch=r,\"boolean\"!=typeof r)throw new Error(\"noUiSlider (\"+t+\"): 'multitouch' option must be a boolean.\")}function F(e,r){if(!1!==r)if(!0===r){e.tooltips=[];for(var n=0;n-1?1:\"steps\"===e?2:0,!o&&a&&(h=0),c===S&&l||(i[f.toFixed(5)]=[c,h]),u=f}}),i}(n,r,o),a=e.format||{to:Math.round};return h=S.appendChild(F(s,i,a))}function j(){var t=c.getBoundingClientRect(),e=\"offset\"+[\"Width\",\"Height\"][o.ort];return 0===o.ort?t.width||c[e]:t.height||c[e]}function H(t,e,r,n){var i=function(i){return!S.hasAttribute(\"disabled\")&&(s=S,a=o.cssClasses.tap,(s.classList?!s.classList.contains(a):!new RegExp(\"\\\\b\"+a+\"\\\\b\").test(s.className))&&(!!(i=function(t,e,r){var n,i,s=0===t.type.indexOf(\"touch\"),a=0===t.type.indexOf(\"mouse\"),u=0===t.type.indexOf(\"pointer\");0===t.type.indexOf(\"MSPointer\")&&(u=!0);if(s&&o.multitouch){var c=function(t){return t.target===r||r.contains(t.target)};if(\"touchstart\"===t.type){var p=Array.prototype.filter.call(t.touches,c);if(p.length>1)return!1;n=p[0].pageX,i=p[0].pageY}else{var f=Array.prototype.find.call(t.changedTouches,c);if(!f)return!1;n=f.pageX,i=f.pageY}}else if(s){if(t.touches.length>1)return!1;n=t.changedTouches[0].pageX,i=t.changedTouches[0].pageY}e=e||l(U),(a||u)&&(n=t.clientX+e.x,i=t.clientY+e.y);return t.pageOffset=e,t.points=[n,i],t.cursor=a||u,t}(i,n.pageOffset,n.target||e))&&(!(t===v.start&&void 0!==i.buttons&&i.buttons>1)&&((!n.hover||!i.buttons)&&(b||i.preventDefault(),i.calcPoint=i.points[o.ort],void r(i,n))))));var s,a},s=[];return t.split(\" \").forEach(function(t){e.addEventListener(t,i,!!b&&{passive:!0}),s.push([t,i])}),s}function D(t){var e,r,n,i,s,a,u=100*(t-(e=c,r=o.ort,n=e.getBoundingClientRect(),i=e.ownerDocument,s=i.documentElement,a=l(i),/webkit.*Chrome.*Mobile/i.test(navigator.userAgent)&&(a.x=0),r?n.top+a.y-s.clientTop:n.left+a.x-s.clientLeft))/j();return o.dir?100-u:u}function T(t,e,r,n){var i=r.slice(),o=[!t,t],s=[t,!t];n=n.slice(),t&&n.reverse(),n.length>1?n.forEach(function(t,r){var n=$(i,t,i[t]+e,o[r],s[r],!1);!1===n?e=0:(e=n-i[t],i[t]=n)}):o=s=[!0];var a=!1;n.forEach(function(t,n){a=K(t,r[t]+e,o[n],s[n])||a}),a&&n.forEach(function(t){R(\"update\",t),R(\"slide\",t)})}function R(t,e,r){Object.keys(N).forEach(function(n){var i=n.split(\".\")[0];t===i&&N[n].forEach(function(t){t.call(d,C.map(o.format.to),e,C.slice(),r||!1,w.slice())})})}function X(t,e){\"mouseout\"===t.type&&\"HTML\"===t.target.nodeName&&null===t.relatedTarget&&Y(t,e)}function B(t,e){if(-1===navigator.appVersion.indexOf(\"MSIE 9\")&&0===t.buttons&&0!==e.buttonsProperty)return Y(t,e);var r=(o.dir?-1:1)*(t.calcPoint-e.startCalcPoint);T(r>0,100*r/e.baseSize,e.locations,e.handleNumbers)}function Y(t,r){r.handle&&(a(r.handle,o.cssClasses.active),y-=1),r.listeners.forEach(function(t){P.removeEventListener(t[0],t[1])}),0===y&&(a(S,o.cssClasses.drag),J(),t.cursor&&(A.style.cursor=\"\",A.removeEventListener(\"selectstart\",e))),r.handleNumbers.forEach(function(t){R(\"change\",t),R(\"set\",t),R(\"end\",t)})}function _(t,r){var n;if(1===r.handleNumbers.length){var i=p[r.handleNumbers[0]];if(i.hasAttribute(\"disabled\"))return!1;n=i.children[0],y+=1,s(n,o.cssClasses.active)}t.stopPropagation();var a=[],l=H(v.move,P,B,{target:t.target,handle:n,listeners:a,startCalcPoint:t.calcPoint,baseSize:j(),pageOffset:t.pageOffset,handleNumbers:r.handleNumbers,buttonsProperty:t.buttons,locations:w.slice()}),u=H(v.end,P,Y,{target:t.target,handle:n,listeners:a,handleNumbers:r.handleNumbers}),c=H(\"mouseout\",P,X,{target:t.target,handle:n,listeners:a,handleNumbers:r.handleNumbers});a.push.apply(a,l.concat(u,c)),t.cursor&&(A.style.cursor=getComputedStyle(t.target).cursor,p.length>1&&s(S,o.cssClasses.drag),A.addEventListener(\"selectstart\",e,!1)),r.handleNumbers.forEach(function(t){R(\"start\",t)})}function I(t){t.stopPropagation();var e=D(t.calcPoint),r=function(t){var e=100,r=!1;return p.forEach(function(n,i){if(!n.hasAttribute(\"disabled\")){var o=Math.abs(w[i]-t);o1&&(n&&e>0&&(r=Math.max(r,t[e-1]+o.margin)),i&&e1&&o.limit&&(n&&e>0&&(r=Math.min(r,t[e-1]+o.limit)),i&&e50?-1:1,r=3+(p.length+e*t);p[t].childNodes[0].style.zIndex=r})}function K(t,e,r,n){return!1!==(e=$(w,t,e,r,n,!1))&&(function(t,e){w[t]=e,C[t]=E.fromStepping(e);var r=function(){p[t].style[o.style]=G(e),Q(t),Q(t+1)};window.requestAnimationFrame&&o.useRequestAnimationFrame?window.requestAnimationFrame(r):r()}(t,e),!0)}function Q(t){if(f[t]){var e=0,r=100;0!==t&&(e=w[t-1]),t!==f.length-1&&(r=w[t]),f[t].style[o.style]=G(e),f[t].style[o.styleOposite]=G(100-r)}}function Z(t,e){null!==t&&!1!==t&&(\"number\"==typeof t&&(t=String(t)),!1===(t=o.format.from(t))||isNaN(t)||K(e,E.toStepping(t),!1,!1))}function tt(t,e){var r=i(t),s=void 0===w[0];e=void 0===e||!!e,r.forEach(Z),o.animate&&!s&&n(S,o.cssClasses.tap,o.animationDuration),x.forEach(function(t){K(t,w[t],!0,!1)}),J(),x.forEach(function(t){R(\"update\",t),null!==r[t]&&e&&R(\"set\",t)})}function et(){var t=C.map(o.format.to);return 1===t.length?t[0]:t}function rt(t,e){N[t]=N[t]||[],N[t].push(e),\"update\"===t.split(\".\")[0]&&p.forEach(function(t,e){R(\"update\",e)})}if(S.noUiSlider)throw new Error(\"noUiSlider (\"+t+\"): Slider was already initialized.\");return function(t){s(t,o.cssClasses.target),0===o.dir?s(t,o.cssClasses.ltr):s(t,o.cssClasses.rtl),0===o.ort?s(t,o.cssClasses.horizontal):s(t,o.cssClasses.vertical),c=M(t,o.cssClasses.base)}(S),function(t,e){p=[],(f=[]).push(k(e,t[0]));for(var r=0;rr.stepAfter.startValue&&(i=r.stepAfter.startValue-n),o=n>r.thisStep.startValue?r.thisStep.step:!1!==r.stepBefore.step&&n-r.stepBefore.highestStep,100===t?i=null:0===t&&(o=null);var s=E.countStepDecimals();return null!==i&&!1!==i&&(i=Number(i.toFixed(s))),null!==o&&!1!==o&&(o=Number(o.toFixed(s))),[o,i]})},on:rt,off:function(t){var e=t&&t.split(\".\")[0],r=e&&t.substring(e.length);Object.keys(N).forEach(function(t){var n=t.split(\".\")[0],i=t.substring(n.length);e&&e!==n||r&&r!==i||delete N[t]})},get:et,set:tt,reset:function(t){tt(o.start,t)},__moveHandles:function(t,e,r){T(t,e,w,r)},options:u,updateOptions:function(t,e){var r=et(),n=[\"margin\",\"limit\",\"padding\",\"range\",\"animate\",\"snap\",\"step\",\"format\"];n.forEach(function(e){void 0!==t[e]&&(u[e]=t[e])});var i=q(u);n.forEach(function(e){void 0!==t[e]&&(o[e]=i[e])}),E=i.spectrum,o.margin=i.margin,o.limit=i.limit,o.padding=i.padding,o.pips&&z(o.pips),w=[],tt(t.start||r,e)},target:S,removePips:L,pips:z},(m=o.events).fixed||p.forEach(function(t,e){H(v.start,t.children[0],_,{handleNumbers:[e]})}),m.tap&&H(v.start,c,I,{}),m.hover&&H(v.move,c,W,{hover:!0}),m.drag&&f.forEach(function(t,e){if(!1!==t&&0!==e&&e!==f.length-1){var r=p[e-1],n=p[e],i=[t];s(t,o.cssClasses.draggable),m.fixed&&(i.push(r.children[0]),i.push(n.children[0])),i.forEach(function(t){H(v.start,t,_,{handles:[r,n],handleNumbers:[e-1,e]})})}}),tt(o.start),o.pips&&z(o.pips),o.tooltips&&(g=p.map(V),rt(\"update\",function(t,e,r){if(g[e]){var n=t[e];!0!==o.tooltips[e]&&(n=o.tooltips[e].to(r[e])),g[e].innerHTML=n}})),rt(\"update\",function(t,e,r,n,i){x.forEach(function(t){var e=p[t],n=$(w,t,0,!0,!0,!0),s=$(w,t,100,!0,!0,!0),a=i[t],l=o.ariaFormat.to(r[t]);e.children[0].setAttribute(\"aria-valuemin\",n.toFixed(1)),e.children[0].setAttribute(\"aria-valuemax\",s.toFixed(1)),e.children[0].setAttribute(\"aria-valuenow\",a.toFixed(1)),e.children[0].setAttribute(\"aria-valuetext\",l)})}),d}return{version:t,create:function(e,r){if(!e||!e.nodeName)throw new Error(\"noUiSlider (\"+t+\"): create requires a single element, got: \"+e);var n=T(e,q(r),r);return e.noUiSlider=n,n}}},\"function\"==typeof define&&define.amd?define([],n):\"object\"==typeof r?e.exports=n():window.noUiSlider=n()},\n", " 494: function _(e,t,i){e(164),e(495),e(163).styles.append(\".bk-root .bk-slider-title {\\n white-space: nowrap;\\n}\\n.bk-root .bk-slider-value {\\n font-weight: 600;\\n}\\n\"),i.bk_slider_value=\"bk-slider-value\",i.bk_slider_title=\"bk-slider-title\",i.bk_input_group=\"bk-input-group\"},\n", " 495: function _(n,o,t){n(164),n(163).styles.append('.bk-root {\\n /* Functional styling;\\n * These styles are required for noUiSlider to function.\\n * You don\\'t need to change these rules to apply your design.\\n */\\n /* Painting and performance;\\n * Browsers can paint handles in their own layer.\\n */\\n /* Slider size and handle placement;\\n */\\n /* Styling;\\n */\\n /* Handles and cursors;\\n */\\n /* Handle stripes;\\n */\\n /* Disabled state;\\n */\\n /* Base;\\n *\\n */\\n /* Values;\\n *\\n */\\n /* Markings;\\n *\\n */\\n /* Horizontal layout;\\n *\\n */\\n /* Vertical layout;\\n *\\n */\\n}\\n.bk-root .bk-noUi-target,\\n.bk-root .bk-noUi-target * {\\n -webkit-touch-callout: none;\\n -webkit-tap-highlight-color: rgba(0, 0, 0, 0);\\n -webkit-user-select: none;\\n -ms-touch-action: none;\\n touch-action: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n user-select: none;\\n -moz-box-sizing: border-box;\\n box-sizing: border-box;\\n}\\n.bk-root .bk-noUi-target {\\n position: relative;\\n direction: ltr;\\n}\\n.bk-root .bk-noUi-base {\\n width: 100%;\\n height: 100%;\\n position: relative;\\n z-index: 1;\\n /* Fix 401 */\\n}\\n.bk-root .bk-noUi-connect {\\n position: absolute;\\n right: 0;\\n top: 0;\\n left: 0;\\n bottom: 0;\\n}\\n.bk-root .bk-noUi-origin {\\n position: absolute;\\n height: 0;\\n width: 0;\\n}\\n.bk-root .bk-noUi-handle {\\n position: relative;\\n z-index: 1;\\n}\\n.bk-root .bk-noUi-state-tap .bk-noUi-connect,\\n.bk-root .bk-noUi-state-tap .bk-noUi-origin {\\n -webkit-transition: top 0.3s, right 0.3s, bottom 0.3s, left 0.3s;\\n transition: top 0.3s, right 0.3s, bottom 0.3s, left 0.3s;\\n}\\n.bk-root .bk-noUi-state-drag * {\\n cursor: inherit !important;\\n}\\n.bk-root .bk-noUi-base,\\n.bk-root .bk-noUi-handle {\\n -webkit-transform: translate3d(0, 0, 0);\\n transform: translate3d(0, 0, 0);\\n}\\n.bk-root .bk-noUi-horizontal {\\n height: 18px;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-handle {\\n width: 34px;\\n height: 28px;\\n left: -17px;\\n top: -6px;\\n}\\n.bk-root .bk-noUi-vertical {\\n width: 18px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle {\\n width: 28px;\\n height: 34px;\\n left: -6px;\\n top: -17px;\\n}\\n.bk-root .bk-noUi-target {\\n background: #FAFAFA;\\n border-radius: 4px;\\n border: 1px solid #D3D3D3;\\n box-shadow: inset 0 1px 1px #F0F0F0, 0 3px 6px -5px #BBB;\\n}\\n.bk-root .bk-noUi-connect {\\n background: #3FB8AF;\\n border-radius: 4px;\\n box-shadow: inset 0 0 3px rgba(51, 51, 51, 0.45);\\n -webkit-transition: background 450ms;\\n transition: background 450ms;\\n}\\n.bk-root .bk-noUi-draggable {\\n cursor: ew-resize;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-draggable {\\n cursor: ns-resize;\\n}\\n.bk-root .bk-noUi-handle {\\n border: 1px solid #D9D9D9;\\n border-radius: 3px;\\n background: #FFF;\\n cursor: default;\\n box-shadow: inset 0 0 1px #FFF, inset 0 1px 7px #EBEBEB, 0 3px 6px -3px #BBB;\\n}\\n.bk-root .bk-noUi-active {\\n box-shadow: inset 0 0 1px #FFF, inset 0 1px 7px #DDD, 0 3px 6px -3px #BBB;\\n}\\n.bk-root .bk-noUi-handle:before,\\n.bk-root .bk-noUi-handle:after {\\n content: \"\";\\n display: block;\\n position: absolute;\\n height: 14px;\\n width: 1px;\\n background: #E8E7E6;\\n left: 14px;\\n top: 6px;\\n}\\n.bk-root .bk-noUi-handle:after {\\n left: 17px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:before,\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:after {\\n width: 14px;\\n height: 1px;\\n left: 6px;\\n top: 14px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle:after {\\n top: 17px;\\n}\\n.bk-root [disabled] .bk-noUi-connect {\\n background: #B8B8B8;\\n}\\n.bk-root [disabled].bk-noUi-target,\\n.bk-root [disabled].bk-noUi-handle,\\n.bk-root [disabled] .bk-noUi-handle {\\n cursor: not-allowed;\\n}\\n.bk-root .bk-noUi-pips,\\n.bk-root .bk-noUi-pips * {\\n -moz-box-sizing: border-box;\\n box-sizing: border-box;\\n}\\n.bk-root .bk-noUi-pips {\\n position: absolute;\\n color: #999;\\n}\\n.bk-root .bk-noUi-value {\\n position: absolute;\\n white-space: nowrap;\\n text-align: center;\\n}\\n.bk-root .bk-noUi-value-sub {\\n color: #ccc;\\n font-size: 10px;\\n}\\n.bk-root .bk-noUi-marker {\\n position: absolute;\\n background: #CCC;\\n}\\n.bk-root .bk-noUi-marker-sub {\\n background: #AAA;\\n}\\n.bk-root .bk-noUi-marker-large {\\n background: #AAA;\\n}\\n.bk-root .bk-noUi-pips-horizontal {\\n padding: 10px 0;\\n height: 80px;\\n top: 100%;\\n left: 0;\\n width: 100%;\\n}\\n.bk-root .bk-noUi-value-horizontal {\\n -webkit-transform: translate3d(-50%, 50%, 0);\\n transform: translate3d(-50%, 50%, 0);\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker {\\n margin-left: -1px;\\n width: 2px;\\n height: 5px;\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-sub {\\n height: 10px;\\n}\\n.bk-root .bk-noUi-marker-horizontal.bk-noUi-marker-large {\\n height: 15px;\\n}\\n.bk-root .bk-noUi-pips-vertical {\\n padding: 0 10px;\\n height: 100%;\\n top: 0;\\n left: 100%;\\n}\\n.bk-root .bk-noUi-value-vertical {\\n -webkit-transform: translate3d(0, 50%, 0);\\n transform: translate3d(0, 50%, 0);\\n padding-left: 25px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker {\\n width: 5px;\\n height: 2px;\\n margin-top: -1px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-sub {\\n width: 10px;\\n}\\n.bk-root .bk-noUi-marker-vertical.bk-noUi-marker-large {\\n width: 15px;\\n}\\n.bk-root .bk-noUi-tooltip {\\n display: block;\\n position: absolute;\\n border: 1px solid #D9D9D9;\\n border-radius: 3px;\\n background: #fff;\\n color: #000;\\n padding: 5px;\\n text-align: center;\\n white-space: nowrap;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-tooltip {\\n -webkit-transform: translate(-50%, 0);\\n transform: translate(-50%, 0);\\n left: 50%;\\n bottom: 120%;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-tooltip {\\n -webkit-transform: translate(0, -50%);\\n transform: translate(0, -50%);\\n top: 50%;\\n right: 120%;\\n}\\n.bk-root .bk-noUi-handle {\\n cursor: grab;\\n cursor: -webkit-grab;\\n}\\n.bk-root .bk-noUi-handle.bk-noUi-active {\\n cursor: grabbing;\\n cursor: -webkit-grabbing;\\n}\\n.bk-root .bk-noUi-tooltip {\\n display: none;\\n white-space: nowrap;\\n}\\n.bk-root .bk-noUi-handle:hover .bk-noUi-tooltip {\\n display: block;\\n}\\n.bk-root .bk-noUi-horizontal {\\n width: 100%;\\n height: 10px;\\n}\\n.bk-root .bk-noUi-horizontal.bk-noUi-target {\\n margin: 5px 0px;\\n}\\n.bk-root .bk-noUi-horizontal .bk-noUi-handle {\\n width: 14px;\\n height: 18px;\\n left: -7px;\\n top: -5px;\\n}\\n.bk-root .bk-noUi-vertical {\\n width: 10px;\\n height: 100%;\\n}\\n.bk-root .bk-noUi-vertical.bk-noUi-target {\\n margin: 0px 5px;\\n}\\n.bk-root .bk-noUi-vertical .bk-noUi-handle {\\n width: 18px;\\n height: 14px;\\n left: -5px;\\n top: -7px;\\n}\\n.bk-root .bk-noUi-handle:after,\\n.bk-root .bk-noUi-handle:before {\\n display: none;\\n}\\n.bk-root .bk-noUi-connect {\\n box-shadow: none;\\n}\\n')},\n", " 496: function _(t,e,i){var r=t(113),n=t(252),a=t(492),_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e}(a.AbstractSliderView);i.DateSliderView=_,_.__name__=\"DateSliderView\";var o=function(t){function e(e){var i=t.call(this,e)||this;return i.behaviour=\"tap\",i.connected=[!0,!1],i}return r.__extends(e,t),e.init_DateSlider=function(){this.prototype.default_view=_,this.override({format:\"%d %b %Y\"})},e.prototype._formatter=function(t,e){return n(t,e)},e}(a.AbstractSlider);i.DateSlider=o,o.__name__=\"DateSlider\",o.init_DateSlider()},\n", " 497: function _(t,e,i){var n=t(113),r=t(498),_=t(121),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.render=function(){t.prototype.render.call(this),this.model.render_as_text?this.markup_el.textContent=this.model.text:this.markup_el.innerHTML=this.model.text},e}(r.MarkupView);i.DivView=o,o.__name__=\"DivView\";var u=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_Div=function(){this.prototype.default_view=o,this.define({render_as_text:[_.Boolean,!1]})},e}(r.Markup);i.Div=u,u.__name__=\"Div\",u.init_Div()},\n", " 498: function _(t,i,n){var e=t(113),s=t(282),o=t(163),r=t(121),a=t(534),l=t(499),u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){i.render(),i.root.compute_layout()})},i.prototype._update_layout=function(){this.layout=new s.VariadicBox(this.el),this.layout.set_sizing(this.box_sizing())},i.prototype.render=function(){t.prototype.render.call(this);var i=Object.assign(Object.assign({},this.model.style),{display:\"inline-block\"});this.markup_el=o.div({class:l.bk_clearfix,style:i}),this.el.appendChild(this.markup_el)},i}(a.WidgetView);n.MarkupView=u,u.__name__=\"MarkupView\";var c=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_Markup=function(){this.define({text:[r.String,\"\"],style:[r.Any,{}]})},i}(a.Widget);n.Markup=c,c.__name__=\"Markup\",c.init_Markup()},\n", " 499: function _(e,n,r){e(164),e(163).styles.append('.bk-root .bk-clearfix:before,\\n.bk-root .bk-clearfix:after {\\n content: \"\";\\n display: table;\\n}\\n.bk-root .bk-clearfix:after {\\n clear: both;\\n}\\n'),r.bk_clearfix=\"bk-clearfix\"},\n", " 500: function _(e,t,i){var n=e(113),o=e(474),l=e(376),s=e(163),r=e(121),u=e(109),d=e(240),a=e(347),c=e(348),_=function(e){function t(){var t=e.apply(this,arguments)||this;return t._open=!1,t}return n.__extends(t,e),t.prototype.render=function(){var t=this;e.prototype.render.call(this);var i=s.div({class:[c.bk_caret,d.bk_down]});if(this.model.is_split){var n=this._render_button(i);n.classList.add(a.bk_dropdown_toggle),n.addEventListener(\"click\",function(){return t._toggle_menu()}),this.group_el.appendChild(n)}else this.button_el.appendChild(i);var o=this.model.menu.map(function(e,i){if(null==e)return s.div({class:c.bk_divider});var n=u.isString(e)?e:e[0],o=s.div({},n);return o.addEventListener(\"click\",function(){return t._item_click(i)}),o});this.menu=s.div({class:[c.bk_menu,d.bk_below]},o),this.el.appendChild(this.menu),s.undisplay(this.menu)},t.prototype._show_menu=function(){var e=this;if(!this._open){this._open=!0,s.display(this.menu);var t=function(i){var n=i.target;n instanceof HTMLElement&&!e.el.contains(n)&&(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._toggle_menu=function(){this._open?this._hide_menu():this._show_menu()},t.prototype.click=function(){this.model.is_split?(this._hide_menu(),this.model.trigger_event(new l.ButtonClick),this.model.value=this.model.default_value,null!=this.model.callback&&this.model.callback.execute(this.model),e.prototype.click.call(this)):this._toggle_menu()},t.prototype._item_click=function(e){this._hide_menu();var t=this.model.menu[e];if(null!=t){var i=u.isString(t)?t:t[1];u.isString(i)?(this.model.trigger_event(new l.MenuItemClick(i)),this.model.value=i,null!=this.model.callback&&this.model.callback.execute(this.model)):(i.execute(this.model,{index:e}),null!=this.model.callback&&this.model.callback.execute(this.model))}},t}(o.AbstractButtonView);i.DropdownView=_,_.__name__=\"DropdownView\";var h=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Dropdown=function(){this.prototype.default_view=_,this.define({split:[r.Boolean,!1],menu:[r.Array,[]],value:[r.String],default_value:[r.String]}),this.override({label:\"Dropdown\"})},Object.defineProperty(t.prototype,\"is_split\",{get:function(){return this.split||null!=this.default_value},enumerable:!0,configurable:!0}),t}(o.AbstractButton);i.Dropdown=h,h.__name__=\"Dropdown\",h.init_Dropdown()},\n", " 501: function _(t,e,i){var n=t(113),l=t(121),o=t(534),a=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()}),this.connect(this.model.properties.width.change,function(){return e.render()})},e.prototype.render=function(){var t=this;this.dialogEl||(this.dialogEl=document.createElement(\"input\"),this.dialogEl.type=\"file\",this.dialogEl.multiple=!1,null!=this.model.accept&&\"\"!=this.model.accept&&(this.dialogEl.accept=this.model.accept),this.dialogEl.style.width=\"{this.model.width}px\",this.dialogEl.onchange=function(e){return t.load_file(e)},this.el.appendChild(this.dialogEl))},e.prototype.load_file=function(t){var e=this,i=new FileReader;this.model.filename=t.target.files[0].name,i.onload=function(t){return e.file(t)},i.readAsDataURL(t.target.files[0])},e.prototype.file=function(t){var e=t.target.result.split(\",\"),i=e[1],n=e[0].split(\":\")[1].split(\";\")[0];this.model.value=i,this.model.mime_type=n},e}(o.WidgetView);i.FileInputView=a,a.__name__=\"FileInputView\";var r=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_FileInput=function(){this.prototype.default_view=a,this.define({value:[l.String,\"\"],mime_type:[l.String,\"\"],filename:[l.String,\"\"],accept:[l.String,\"\"]})},e}(o.Widget);i.FileInput=r,r.__name__=\"FileInput\",r.init_FileInput()},\n", " 502: function _(e,t,n){var i=e(113),r=e(163),l=e(109),o=e(117),s=e(121),c=e(480),u=e(481),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.properties.value.change,function(){return t.render_selection()}),this.connect(this.model.properties.options.change,function(){return t.render()}),this.connect(this.model.properties.name.change,function(){return t.render()}),this.connect(this.model.properties.title.change,function(){return t.render()}),this.connect(this.model.properties.size.change,function(){return t.render()}),this.connect(this.model.properties.disabled.change,function(){return t.render()})},t.prototype.render=function(){var t=this;e.prototype.render.call(this);var n=this.model.options.map(function(e){var t,n;return l.isString(e)?t=n=e:(t=e[0],n=e[1]),r.option({value:t},n)});this.select_el=r.select({multiple:!0,class:u.bk_input,name:this.model.name,disabled:this.model.disabled},n),this.select_el.addEventListener(\"change\",function(){return t.change_input()}),this.group_el.appendChild(this.select_el),this.render_selection()},t.prototype.render_selection=function(){for(var e=new o.Set(this.model.value),t=0,n=Array.from(this.el.querySelectorAll(\"option\"));tu?d:-d;if(0!=h)return h}return 0})},e}();i.TableDataProvider=b,b.__name__=\"TableDataProvider\";var v=function(e){function t(){var t=e.apply(this,arguments)||this;return t._in_selection_update=!1,t._warned_not_reorderable=!1,t}return n.__extends(t,e),t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.render()}),this.connect(this.model.source.streaming,function(){return t.updateGrid()}),this.connect(this.model.source.patching,function(){return t.updateGrid()}),this.connect(this.model.source.change,function(){return t.updateGrid()}),this.connect(this.model.source.properties.data.change,function(){return t.updateGrid()}),this.connect(this.model.source.selected.change,function(){return t.updateSelection()}),this.connect(this.model.source.selected.properties.indices.change,function(){return t.updateSelection()})},t.prototype._update_layout=function(){this.layout=new p.LayoutItem,this.layout.set_sizing(this.box_sizing())},t.prototype.update_position=function(){e.prototype.update_position.call(this),this.grid.resizeCanvas()},t.prototype.updateGrid=function(){var e=this;if(this.model.view.compute_indices(),this.data.constructor(this.model.source,this.model.view),this.model.sortable){var t=this.grid.getColumns(),i=this.grid.getSortColumns().map(function(i){return{sortCol:{field:t[e.grid.getColumnIndex(i.columnId)].field},sortAsc:i.sortAsc}});this.data.sort(i)}this.grid.invalidate(),this.grid.render()},t.prototype.updateSelection=function(){var e=this;if(!this._in_selection_update){var t=this.model.source.selected.indices.map(function(t){return e.data.index.indexOf(t)}).sort();this._in_selection_update=!0,this.grid.setSelectedRows(t),this._in_selection_update=!1;var i=this.grid.getViewport(),n=this.model.get_scroll_index(i,t);null!=n&&this.grid.scrollRowToTop(n)}},t.prototype.newIndexColumn=function(){return{id:d.uniqueId(),name:this.model.index_header,field:i.DTINDEX_NAME,width:this.model.index_width,behavior:\"select\",cannotTriggerInsert:!0,resizable:!1,selectable:!1,sortable:!0,cssClass:g.bk_cell_index,headerCssClass:g.bk_header_index}},t.prototype.css_classes=function(){return e.prototype.css_classes.call(this).concat(g.bk_data_table)},t.prototype.render=function(){var e,t=this,i=this.model.columns.map(function(e){return e.toColumn()});if(\"checkbox\"==this.model.selectable&&(e=new r({cssClass:g.bk_cell_select}),i.unshift(e.getColumnDefinition())),null!=this.model.index_position){var n=this.model.index_position,a=this.newIndexColumn();-1==n?i.push(a):n<-1?i.splice(n+1,0,a):i.splice(n,0,a)}var d=this.model.reorderable;!d||\"undefined\"!=typeof $&&null!=$.fn&&null!=$.fn.sortable||(this._warned_not_reorderable||(_.logger.warn(\"jquery-ui is required to enable DataTable.reorderable\"),this._warned_not_reorderable=!0),d=!1);var u={enableCellNavigation:!1!==this.model.selectable,enableColumnReorder:d,forceFitColumns:this.model.fit_columns,multiColumnSort:this.model.sortable,editable:this.model.editable,autoEdit:!1,rowHeight:this.model.row_height};if(this.data=new b(this.model.source,this.model.view),this.grid=new l.Grid(this.el,this.data,i,u),this.grid.onSort.subscribe(function(e,n){t.model.sortable&&(i=n.sortCols,t.data.sort(i),t.grid.invalidate(),t.updateSelection(),t.grid.render(),t.model.header_row||t._hide_header(),t.model.update_sort_columns(i))}),!1!==this.model.selectable){this.grid.setSelectionModel(new o({selectActiveRow:null==e})),null!=e&&this.grid.registerPlugin(e);var h={dataItemColumnValueExtractor:function(e,t){var i=e[t.field];return c.isString(i)&&(i=i.replace(/\\n/g,\"\\\\n\")),i},includeHeaderWhenCopying:!1};this.grid.registerPlugin(new s(h)),this.grid.onSelectedRowsChanged.subscribe(function(e,i){t._in_selection_update||(t.model.source.selected.indices=i.rows.map(function(e){return t.data.index[e]}))}),this.updateSelection(),this.model.header_row||this._hide_header()}},t.prototype._hide_header=function(){for(var e=0,t=Array.from(this.el.querySelectorAll(\".slick-header-columns\"));e=0&&l0&&t-1 in e)}b.fn=b.prototype={jquery:\"3.4.1\",constructor:b,length:0,toArray:function(){return o.call(this)},get:function(e){return null==e?o.call(this):e<0?this[e+this.length]:this[e]},pushStack:function(e){var t=b.merge(this.constructor(),e);return t.prevObject=this,t},each:function(e){return b.each(this,e)},map:function(e){return this.pushStack(b.map(this,function(t,n){return e.call(t,n,t)}))},slice:function(){return this.pushStack(o.apply(this,arguments))},first:function(){return this.eq(0)},last:function(){return this.eq(-1)},eq:function(e){var t=this.length,n=+e+(e<0?t:0);return this.pushStack(n>=0&&n+~]|\"+M+\")\"+M+\"*\"),U=new RegExp(M+\"|>\"),X=new RegExp($),V=new RegExp(\"^\"+I+\"$\"),G={ID:new RegExp(\"^#(\"+I+\")\"),CLASS:new RegExp(\"^\\\\.(\"+I+\")\"),TAG:new RegExp(\"^(\"+I+\"|[*])\"),ATTR:new RegExp(\"^\"+W),PSEUDO:new RegExp(\"^\"+$),CHILD:new RegExp(\"^:(only|first|last|nth|nth-last)-(child|of-type)(?:\\\\(\"+M+\"*(even|odd|(([+-]|)(\\\\d*)n|)\"+M+\"*(?:([+-]|)\"+M+\"*(\\\\d+)|))\"+M+\"*\\\\)|)\",\"i\"),bool:new RegExp(\"^(?:\"+R+\")$\",\"i\"),needsContext:new RegExp(\"^\"+M+\"*[>+~]|:(even|odd|eq|gt|lt|nth|first|last)(?:\\\\(\"+M+\"*((?:-\\\\d)?\\\\d*)\"+M+\"*\\\\)|)(?=[^-]|$)\",\"i\")},Y=/HTML$/i,Q=/^(?:input|select|textarea|button)$/i,J=/^h\\d$/i,K=/^[^{]+\\{\\s*\\[native \\w/,Z=/^(?:#([\\w-]+)|(\\w+)|\\.([\\w-]+))$/,ee=/[+~]/,te=new RegExp(\"\\\\\\\\([\\\\da-f]{1,6}\"+M+\"?|(\"+M+\")|.)\",\"ig\"),ne=function(e,t,n){var r=\"0x\"+t-65536;return r!=r||n?t:r<0?String.fromCharCode(r+65536):String.fromCharCode(r>>10|55296,1023&r|56320)},re=/([\\0-\\x1f\\x7f]|^-?\\d)|^-$|[^\\0-\\x1f\\x7f-\\uFFFF\\w-]/g,ie=function(e,t){return t?\"\\0\"===e?\"�\":e.slice(0,-1)+\"\\\\\"+e.charCodeAt(e.length-1).toString(16)+\" \":\"\\\\\"+e},oe=function(){p()},ae=be(function(e){return!0===e.disabled&&\"fieldset\"===e.nodeName.toLowerCase()},{dir:\"parentNode\",next:\"legend\"});try{H.apply(j=O.call(w.childNodes),w.childNodes),j[w.childNodes.length].nodeType}catch(e){H={apply:j.length?function(e,t){L.apply(e,O.call(t))}:function(e,t){for(var n=e.length,r=0;e[n++]=t[r++];);e.length=n-1}}}function se(e,t,r,i){var o,s,l,c,f,h,y,m=t&&t.ownerDocument,T=t?t.nodeType:9;if(r=r||[],\"string\"!=typeof e||!e||1!==T&&9!==T&&11!==T)return r;if(!i&&((t?t.ownerDocument||t:w)!==d&&p(t),t=t||d,g)){if(11!==T&&(f=Z.exec(e)))if(o=f[1]){if(9===T){if(!(l=t.getElementById(o)))return r;if(l.id===o)return r.push(l),r}else if(m&&(l=m.getElementById(o))&&x(t,l)&&l.id===o)return r.push(l),r}else{if(f[2])return H.apply(r,t.getElementsByTagName(e)),r;if((o=f[3])&&n.getElementsByClassName&&t.getElementsByClassName)return H.apply(r,t.getElementsByClassName(o)),r}if(n.qsa&&!N[e+\" \"]&&(!v||!v.test(e))&&(1!==T||\"object\"!==t.nodeName.toLowerCase())){if(y=e,m=t,1===T&&U.test(e)){for((c=t.getAttribute(\"id\"))?c=c.replace(re,ie):t.setAttribute(\"id\",c=b),s=(h=a(e)).length;s--;)h[s]=\"#\"+c+\" \"+xe(h[s]);y=h.join(\",\"),m=ee.test(e)&&ye(t.parentNode)||t}try{return H.apply(r,m.querySelectorAll(y)),r}catch(t){N(e,!0)}finally{c===b&&t.removeAttribute(\"id\")}}}return u(e.replace(B,\"$1\"),t,r,i)}function ue(){var e=[];return function t(n,i){return e.push(n+\" \")>r.cacheLength&&delete t[e.shift()],t[n+\" \"]=i}}function le(e){return e[b]=!0,e}function ce(e){var t=d.createElement(\"fieldset\");try{return!!e(t)}catch(e){return!1}finally{t.parentNode&&t.parentNode.removeChild(t),t=null}}function fe(e,t){for(var n=e.split(\"|\"),i=n.length;i--;)r.attrHandle[n[i]]=t}function pe(e,t){var n=t&&e,r=n&&1===e.nodeType&&1===t.nodeType&&e.sourceIndex-t.sourceIndex;if(r)return r;if(n)for(;n=n.nextSibling;)if(n===t)return-1;return e?1:-1}function de(e){return function(t){return\"input\"===t.nodeName.toLowerCase()&&t.type===e}}function he(e){return function(t){var n=t.nodeName.toLowerCase();return(\"input\"===n||\"button\"===n)&&t.type===e}}function ge(e){return function(t){return\"form\"in t?t.parentNode&&!1===t.disabled?\"label\"in t?\"label\"in t.parentNode?t.parentNode.disabled===e:t.disabled===e:t.isDisabled===e||t.isDisabled!==!e&&ae(t)===e:t.disabled===e:\"label\"in t&&t.disabled===e}}function ve(e){return le(function(t){return t=+t,le(function(n,r){for(var i,o=e([],n.length,t),a=o.length;a--;)n[i=o[a]]&&(n[i]=!(r[i]=n[i]))})})}function ye(e){return e&&void 0!==e.getElementsByTagName&&e}for(t in n=se.support={},o=se.isXML=function(e){var t=e.namespaceURI,n=(e.ownerDocument||e).documentElement;return!Y.test(t||n&&n.nodeName||\"HTML\")},p=se.setDocument=function(e){var t,i,a=e?e.ownerDocument||e:w;return a!==d&&9===a.nodeType&&a.documentElement?(h=(d=a).documentElement,g=!o(d),w!==d&&(i=d.defaultView)&&i.top!==i&&(i.addEventListener?i.addEventListener(\"unload\",oe,!1):i.attachEvent&&i.attachEvent(\"onunload\",oe)),n.attributes=ce(function(e){return e.className=\"i\",!e.getAttribute(\"className\")}),n.getElementsByTagName=ce(function(e){return e.appendChild(d.createComment(\"\")),!e.getElementsByTagName(\"*\").length}),n.getElementsByClassName=K.test(d.getElementsByClassName),n.getById=ce(function(e){return h.appendChild(e).id=b,!d.getElementsByName||!d.getElementsByName(b).length}),n.getById?(r.filter.ID=function(e){var t=e.replace(te,ne);return function(e){return e.getAttribute(\"id\")===t}},r.find.ID=function(e,t){if(void 0!==t.getElementById&&g){var n=t.getElementById(e);return n?[n]:[]}}):(r.filter.ID=function(e){var t=e.replace(te,ne);return function(e){var n=void 0!==e.getAttributeNode&&e.getAttributeNode(\"id\");return n&&n.value===t}},r.find.ID=function(e,t){if(void 0!==t.getElementById&&g){var n,r,i,o=t.getElementById(e);if(o){if((n=o.getAttributeNode(\"id\"))&&n.value===e)return[o];for(i=t.getElementsByName(e),r=0;o=i[r++];)if((n=o.getAttributeNode(\"id\"))&&n.value===e)return[o]}return[]}}),r.find.TAG=n.getElementsByTagName?function(e,t){return void 0!==t.getElementsByTagName?t.getElementsByTagName(e):n.qsa?t.querySelectorAll(e):void 0}:function(e,t){var n,r=[],i=0,o=t.getElementsByTagName(e);if(\"*\"===e){for(;n=o[i++];)1===n.nodeType&&r.push(n);return r}return o},r.find.CLASS=n.getElementsByClassName&&function(e,t){if(void 0!==t.getElementsByClassName&&g)return t.getElementsByClassName(e)},y=[],v=[],(n.qsa=K.test(d.querySelectorAll))&&(ce(function(e){h.appendChild(e).innerHTML=\"\",e.querySelectorAll(\"[msallowcapture^='']\").length&&v.push(\"[*^$]=\"+M+\"*(?:''|\\\"\\\")\"),e.querySelectorAll(\"[selected]\").length||v.push(\"\\\\[\"+M+\"*(?:value|\"+R+\")\"),e.querySelectorAll(\"[id~=\"+b+\"-]\").length||v.push(\"~=\"),e.querySelectorAll(\":checked\").length||v.push(\":checked\"),e.querySelectorAll(\"a#\"+b+\"+*\").length||v.push(\".#.+[+~]\")}),ce(function(e){e.innerHTML=\"\";var t=d.createElement(\"input\");t.setAttribute(\"type\",\"hidden\"),e.appendChild(t).setAttribute(\"name\",\"D\"),e.querySelectorAll(\"[name=d]\").length&&v.push(\"name\"+M+\"*[*^$|!~]?=\"),2!==e.querySelectorAll(\":enabled\").length&&v.push(\":enabled\",\":disabled\"),h.appendChild(e).disabled=!0,2!==e.querySelectorAll(\":disabled\").length&&v.push(\":enabled\",\":disabled\"),e.querySelectorAll(\"*,:x\"),v.push(\",.*:\")})),(n.matchesSelector=K.test(m=h.matches||h.webkitMatchesSelector||h.mozMatchesSelector||h.oMatchesSelector||h.msMatchesSelector))&&ce(function(e){n.disconnectedMatch=m.call(e,\"*\"),m.call(e,\"[s!='']:x\"),y.push(\"!=\",$)}),v=v.length&&new RegExp(v.join(\"|\")),y=y.length&&new RegExp(y.join(\"|\")),t=K.test(h.compareDocumentPosition),x=t||K.test(h.contains)?function(e,t){var n=9===e.nodeType?e.documentElement:e,r=t&&t.parentNode;return e===r||!(!r||1!==r.nodeType||!(n.contains?n.contains(r):e.compareDocumentPosition&&16&e.compareDocumentPosition(r)))}:function(e,t){if(t)for(;t=t.parentNode;)if(t===e)return!0;return!1},A=t?function(e,t){if(e===t)return f=!0,0;var r=!e.compareDocumentPosition-!t.compareDocumentPosition;return r||(1&(r=(e.ownerDocument||e)===(t.ownerDocument||t)?e.compareDocumentPosition(t):1)||!n.sortDetached&&t.compareDocumentPosition(e)===r?e===d||e.ownerDocument===w&&x(w,e)?-1:t===d||t.ownerDocument===w&&x(w,t)?1:c?P(c,e)-P(c,t):0:4&r?-1:1)}:function(e,t){if(e===t)return f=!0,0;var n,r=0,i=e.parentNode,o=t.parentNode,a=[e],s=[t];if(!i||!o)return e===d?-1:t===d?1:i?-1:o?1:c?P(c,e)-P(c,t):0;if(i===o)return pe(e,t);for(n=e;n=n.parentNode;)a.unshift(n);for(n=t;n=n.parentNode;)s.unshift(n);for(;a[r]===s[r];)r++;return r?pe(a[r],s[r]):a[r]===w?-1:s[r]===w?1:0},d):d},se.matches=function(e,t){return se(e,null,null,t)},se.matchesSelector=function(e,t){if((e.ownerDocument||e)!==d&&p(e),n.matchesSelector&&g&&!N[t+\" \"]&&(!y||!y.test(t))&&(!v||!v.test(t)))try{var r=m.call(e,t);if(r||n.disconnectedMatch||e.document&&11!==e.document.nodeType)return r}catch(e){N(t,!0)}return se(t,d,null,[e]).length>0},se.contains=function(e,t){return(e.ownerDocument||e)!==d&&p(e),x(e,t)},se.attr=function(e,t){(e.ownerDocument||e)!==d&&p(e);var i=r.attrHandle[t.toLowerCase()],o=i&&D.call(r.attrHandle,t.toLowerCase())?i(e,t,!g):void 0;return void 0!==o?o:n.attributes||!g?e.getAttribute(t):(o=e.getAttributeNode(t))&&o.specified?o.value:null},se.escape=function(e){return(e+\"\").replace(re,ie)},se.error=function(e){throw new Error(\"Syntax error, unrecognized expression: \"+e)},se.uniqueSort=function(e){var t,r=[],i=0,o=0;if(f=!n.detectDuplicates,c=!n.sortStable&&e.slice(0),e.sort(A),f){for(;t=e[o++];)t===e[o]&&(i=r.push(o));for(;i--;)e.splice(r[i],1)}return c=null,e},i=se.getText=function(e){var t,n=\"\",r=0,o=e.nodeType;if(o){if(1===o||9===o||11===o){if(\"string\"==typeof e.textContent)return e.textContent;for(e=e.firstChild;e;e=e.nextSibling)n+=i(e)}else if(3===o||4===o)return e.nodeValue}else for(;t=e[r++];)n+=i(t);return n},(r=se.selectors={cacheLength:50,createPseudo:le,match:G,attrHandle:{},find:{},relative:{\">\":{dir:\"parentNode\",first:!0},\" \":{dir:\"parentNode\"},\"+\":{dir:\"previousSibling\",first:!0},\"~\":{dir:\"previousSibling\"}},preFilter:{ATTR:function(e){return e[1]=e[1].replace(te,ne),e[3]=(e[3]||e[4]||e[5]||\"\").replace(te,ne),\"~=\"===e[2]&&(e[3]=\" \"+e[3]+\" \"),e.slice(0,4)},CHILD:function(e){return e[1]=e[1].toLowerCase(),\"nth\"===e[1].slice(0,3)?(e[3]||se.error(e[0]),e[4]=+(e[4]?e[5]+(e[6]||1):2*(\"even\"===e[3]||\"odd\"===e[3])),e[5]=+(e[7]+e[8]||\"odd\"===e[3])):e[3]&&se.error(e[0]),e},PSEUDO:function(e){var t,n=!e[6]&&e[2];return G.CHILD.test(e[0])?null:(e[3]?e[2]=e[4]||e[5]||\"\":n&&X.test(n)&&(t=a(n,!0))&&(t=n.indexOf(\")\",n.length-t)-n.length)&&(e[0]=e[0].slice(0,t),e[2]=n.slice(0,t)),e.slice(0,3))}},filter:{TAG:function(e){var t=e.replace(te,ne).toLowerCase();return\"*\"===e?function(){return!0}:function(e){return e.nodeName&&e.nodeName.toLowerCase()===t}},CLASS:function(e){var t=E[e+\" \"];return t||(t=new RegExp(\"(^|\"+M+\")\"+e+\"(\"+M+\"|$)\"))&&E(e,function(e){return t.test(\"string\"==typeof e.className&&e.className||void 0!==e.getAttribute&&e.getAttribute(\"class\")||\"\")})},ATTR:function(e,t,n){return function(r){var i=se.attr(r,e);return null==i?\"!=\"===t:!t||(i+=\"\",\"=\"===t?i===n:\"!=\"===t?i!==n:\"^=\"===t?n&&0===i.indexOf(n):\"*=\"===t?n&&i.indexOf(n)>-1:\"$=\"===t?n&&i.slice(-n.length)===n:\"~=\"===t?(\" \"+i.replace(F,\" \")+\" \").indexOf(n)>-1:\"|=\"===t&&(i===n||i.slice(0,n.length+1)===n+\"-\"))}},CHILD:function(e,t,n,r,i){var o=\"nth\"!==e.slice(0,3),a=\"last\"!==e.slice(-4),s=\"of-type\"===t;return 1===r&&0===i?function(e){return!!e.parentNode}:function(t,n,u){var l,c,f,p,d,h,g=o!==a?\"nextSibling\":\"previousSibling\",v=t.parentNode,y=s&&t.nodeName.toLowerCase(),m=!u&&!s,x=!1;if(v){if(o){for(;g;){for(p=t;p=p[g];)if(s?p.nodeName.toLowerCase()===y:1===p.nodeType)return!1;h=g=\"only\"===e&&!h&&\"nextSibling\"}return!0}if(h=[a?v.firstChild:v.lastChild],a&&m){for(x=(d=(l=(c=(f=(p=v)[b]||(p[b]={}))[p.uniqueID]||(f[p.uniqueID]={}))[e]||[])[0]===T&&l[1])&&l[2],p=d&&v.childNodes[d];p=++d&&p&&p[g]||(x=d=0)||h.pop();)if(1===p.nodeType&&++x&&p===t){c[e]=[T,d,x];break}}else if(m&&(x=d=(l=(c=(f=(p=t)[b]||(p[b]={}))[p.uniqueID]||(f[p.uniqueID]={}))[e]||[])[0]===T&&l[1]),!1===x)for(;(p=++d&&p&&p[g]||(x=d=0)||h.pop())&&((s?p.nodeName.toLowerCase()!==y:1!==p.nodeType)||!++x||(m&&((c=(f=p[b]||(p[b]={}))[p.uniqueID]||(f[p.uniqueID]={}))[e]=[T,x]),p!==t)););return(x-=i)===r||x%r==0&&x/r>=0}}},PSEUDO:function(e,t){var n,i=r.pseudos[e]||r.setFilters[e.toLowerCase()]||se.error(\"unsupported pseudo: \"+e);return i[b]?i(t):i.length>1?(n=[e,e,\"\",t],r.setFilters.hasOwnProperty(e.toLowerCase())?le(function(e,n){for(var r,o=i(e,t),a=o.length;a--;)e[r=P(e,o[a])]=!(n[r]=o[a])}):function(e){return i(e,0,n)}):i}},pseudos:{not:le(function(e){var t=[],n=[],r=s(e.replace(B,\"$1\"));return r[b]?le(function(e,t,n,i){for(var o,a=r(e,null,i,[]),s=e.length;s--;)(o=a[s])&&(e[s]=!(t[s]=o))}):function(e,i,o){return t[0]=e,r(t,null,o,n),t[0]=null,!n.pop()}}),has:le(function(e){return function(t){return se(e,t).length>0}}),contains:le(function(e){return e=e.replace(te,ne),function(t){return(t.textContent||i(t)).indexOf(e)>-1}}),lang:le(function(e){return V.test(e||\"\")||se.error(\"unsupported lang: \"+e),e=e.replace(te,ne).toLowerCase(),function(t){var n;do{if(n=g?t.lang:t.getAttribute(\"xml:lang\")||t.getAttribute(\"lang\"))return(n=n.toLowerCase())===e||0===n.indexOf(e+\"-\")}while((t=t.parentNode)&&1===t.nodeType);return!1}}),target:function(t){var n=e.location&&e.location.hash;return n&&n.slice(1)===t.id},root:function(e){return e===h},focus:function(e){return e===d.activeElement&&(!d.hasFocus||d.hasFocus())&&!!(e.type||e.href||~e.tabIndex)},enabled:ge(!1),disabled:ge(!0),checked:function(e){var t=e.nodeName.toLowerCase();return\"input\"===t&&!!e.checked||\"option\"===t&&!!e.selected},selected:function(e){return e.parentNode&&e.parentNode.selectedIndex,!0===e.selected},empty:function(e){for(e=e.firstChild;e;e=e.nextSibling)if(e.nodeType<6)return!1;return!0},parent:function(e){return!r.pseudos.empty(e)},header:function(e){return J.test(e.nodeName)},input:function(e){return Q.test(e.nodeName)},button:function(e){var t=e.nodeName.toLowerCase();return\"input\"===t&&\"button\"===e.type||\"button\"===t},text:function(e){var t;return\"input\"===e.nodeName.toLowerCase()&&\"text\"===e.type&&(null==(t=e.getAttribute(\"type\"))||\"text\"===t.toLowerCase())},first:ve(function(){return[0]}),last:ve(function(e,t){return[t-1]}),eq:ve(function(e,t,n){return[n<0?n+t:n]}),even:ve(function(e,t){for(var n=0;nt?t:n;--r>=0;)e.push(r);return e}),gt:ve(function(e,t,n){for(var r=n<0?n+t:n;++r1?function(t,n,r){for(var i=e.length;i--;)if(!e[i](t,n,r))return!1;return!0}:e[0]}function Te(e,t,n,r,i){for(var o,a=[],s=0,u=e.length,l=null!=t;s-1&&(o[l]=!(a[l]=f))}}else y=Te(y===a?y.splice(h,y.length):y),i?i(null,a,y,u):H.apply(a,y)})}function Ee(e){for(var t,n,i,o=e.length,a=r.relative[e[0].type],s=a||r.relative[\" \"],u=a?1:0,c=be(function(e){return e===t},s,!0),f=be(function(e){return P(t,e)>-1},s,!0),p=[function(e,n,r){var i=!a&&(r||n!==l)||((t=n).nodeType?c(e,n,r):f(e,n,r));return t=null,i}];u1&&we(p),u>1&&xe(e.slice(0,u-1).concat({value:\" \"===e[u-2].type?\"*\":\"\"})).replace(B,\"$1\"),n,u0,i=e.length>0,o=function(o,a,s,u,c){var f,h,v,y=0,m=\"0\",x=o&&[],b=[],w=l,C=o||i&&r.find.TAG(\"*\",c),E=T+=null==w?1:Math.random()||.1,k=C.length;for(c&&(l=a===d||a||c);m!==k&&null!=(f=C[m]);m++){if(i&&f){for(h=0,a||f.ownerDocument===d||(p(f),s=!g);v=e[h++];)if(v(f,a||d,s)){u.push(f);break}c&&(T=E)}n&&((f=!v&&f)&&y--,o&&x.push(f))}if(y+=m,n&&m!==y){for(h=0;v=t[h++];)v(x,b,a,s);if(o){if(y>0)for(;m--;)x[m]||b[m]||(b[m]=q.call(u));b=Te(b)}H.apply(u,b),c&&!o&&b.length>0&&y+t.length>1&&se.uniqueSort(u)}return c&&(T=E,l=w),x};return n?le(o):o}(o,i))).selector=e}return s},u=se.select=function(e,t,n,i){var o,u,l,c,f,p=\"function\"==typeof e&&e,d=!i&&a(e=p.selector||e);if(n=n||[],1===d.length){if((u=d[0]=d[0].slice(0)).length>2&&\"ID\"===(l=u[0]).type&&9===t.nodeType&&g&&r.relative[u[1].type]){if(!(t=(r.find.ID(l.matches[0].replace(te,ne),t)||[])[0]))return n;p&&(t=t.parentNode),e=e.slice(u.shift().value.length)}for(o=G.needsContext.test(e)?0:u.length;o--&&(l=u[o],!r.relative[c=l.type]);)if((f=r.find[c])&&(i=f(l.matches[0].replace(te,ne),ee.test(u[0].type)&&ye(t.parentNode)||t))){if(u.splice(o,1),!(e=i.length&&xe(u)))return H.apply(n,i),n;break}}return(p||s(e,d))(i,t,!g,n,!t||ee.test(e)&&ye(t.parentNode)||t),n},n.sortStable=b.split(\"\").sort(A).join(\"\")===b,n.detectDuplicates=!!f,p(),n.sortDetached=ce(function(e){return 1&e.compareDocumentPosition(d.createElement(\"fieldset\"))}),ce(function(e){return e.innerHTML=\"\",\"#\"===e.firstChild.getAttribute(\"href\")})||fe(\"type|href|height|width\",function(e,t,n){if(!n)return e.getAttribute(t,\"type\"===t.toLowerCase()?1:2)}),n.attributes&&ce(function(e){return e.innerHTML=\"\",e.firstChild.setAttribute(\"value\",\"\"),\"\"===e.firstChild.getAttribute(\"value\")})||fe(\"value\",function(e,t,n){if(!n&&\"input\"===e.nodeName.toLowerCase())return e.defaultValue}),ce(function(e){return null==e.getAttribute(\"disabled\")})||fe(R,function(e,t,n){var r;if(!n)return!0===e[t]?t.toLowerCase():(r=e.getAttributeNode(t))&&r.specified?r.value:null}),se}(e);b.find=C,b.expr=C.selectors,b.expr[\":\"]=b.expr.pseudos,b.uniqueSort=b.unique=C.uniqueSort,b.text=C.getText,b.isXMLDoc=C.isXML,b.contains=C.contains,b.escapeSelector=C.escape;var E=function(e,t,n){for(var r=[],i=void 0!==n;(e=e[t])&&9!==e.nodeType;)if(1===e.nodeType){if(i&&b(e).is(n))break;r.push(e)}return r},k=function(e,t){for(var n=[];e;e=e.nextSibling)1===e.nodeType&&e!==t&&n.push(e);return n},S=b.expr.match.needsContext;function N(e,t){return e.nodeName&&e.nodeName.toLowerCase()===t.toLowerCase()}var A=/^<([a-z][^\\/\\0>:\\x20\\t\\r\\n\\f]*)[\\x20\\t\\r\\n\\f]*\\/?>(?:<\\/\\1>|)$/i;function D(e,t,n){return g(t)?b.grep(e,function(e,r){return!!t.call(e,r,e)!==n}):t.nodeType?b.grep(e,function(e){return e===t!==n}):\"string\"!=typeof t?b.grep(e,function(e){return u.call(t,e)>-1!==n}):b.filter(t,e,n)}b.filter=function(e,t,n){var r=t[0];return n&&(e=\":not(\"+e+\")\"),1===t.length&&1===r.nodeType?b.find.matchesSelector(r,e)?[r]:[]:b.find.matches(e,b.grep(t,function(e){return 1===e.nodeType}))},b.fn.extend({find:function(e){var t,n,r=this.length,i=this;if(\"string\"!=typeof e)return this.pushStack(b(e).filter(function(){for(t=0;t1?b.uniqueSort(n):n},filter:function(e){return this.pushStack(D(this,e||[],!1))},not:function(e){return this.pushStack(D(this,e||[],!0))},is:function(e){return!!D(this,\"string\"==typeof e&&S.test(e)?b(e):e||[],!1).length}});var j,q=/^(?:\\s*(<[\\w\\W]+>)[^>]*|#([\\w-]+))$/;(b.fn.init=function(e,t,n){var i,o;if(!e)return this;if(n=n||j,\"string\"==typeof e){if(!(i=\"<\"===e[0]&&\">\"===e[e.length-1]&&e.length>=3?[null,e,null]:q.exec(e))||!i[1]&&t)return!t||t.jquery?(t||n).find(e):this.constructor(t).find(e);if(i[1]){if(t=t instanceof b?t[0]:t,b.merge(this,b.parseHTML(i[1],t&&t.nodeType?t.ownerDocument||t:r,!0)),A.test(i[1])&&b.isPlainObject(t))for(i in t)g(this[i])?this[i](t[i]):this.attr(i,t[i]);return this}return(o=r.getElementById(i[2]))&&(this[0]=o,this.length=1),this}return e.nodeType?(this[0]=e,this.length=1,this):g(e)?void 0!==n.ready?n.ready(e):e(b):b.makeArray(e,this)}).prototype=b.fn,j=b(r);var L=/^(?:parents|prev(?:Until|All))/,H={children:!0,contents:!0,next:!0,prev:!0};function O(e,t){for(;(e=e[t])&&1!==e.nodeType;);return e}b.fn.extend({has:function(e){var t=b(e,this),n=t.length;return this.filter(function(){for(var e=0;e-1:1===n.nodeType&&b.find.matchesSelector(n,e))){o.push(n);break}return this.pushStack(o.length>1?b.uniqueSort(o):o)},index:function(e){return e?\"string\"==typeof e?u.call(b(e),this[0]):u.call(this,e.jquery?e[0]:e):this[0]&&this[0].parentNode?this.first().prevAll().length:-1},add:function(e,t){return this.pushStack(b.uniqueSort(b.merge(this.get(),b(e,t))))},addBack:function(e){return this.add(null==e?this.prevObject:this.prevObject.filter(e))}}),b.each({parent:function(e){var t=e.parentNode;return t&&11!==t.nodeType?t:null},parents:function(e){return E(e,\"parentNode\")},parentsUntil:function(e,t,n){return E(e,\"parentNode\",n)},next:function(e){return O(e,\"nextSibling\")},prev:function(e){return O(e,\"previousSibling\")},nextAll:function(e){return E(e,\"nextSibling\")},prevAll:function(e){return E(e,\"previousSibling\")},nextUntil:function(e,t,n){return E(e,\"nextSibling\",n)},prevUntil:function(e,t,n){return E(e,\"previousSibling\",n)},siblings:function(e){return k((e.parentNode||{}).firstChild,e)},children:function(e){return k(e.firstChild)},contents:function(e){return void 0!==e.contentDocument?e.contentDocument:(N(e,\"template\")&&(e=e.content||e),b.merge([],e.childNodes))}},function(e,t){b.fn[e]=function(n,r){var i=b.map(this,t,n);return\"Until\"!==e.slice(-5)&&(r=n),r&&\"string\"==typeof r&&(i=b.filter(r,i)),this.length>1&&(H[e]||b.uniqueSort(i),L.test(e)&&i.reverse()),this.pushStack(i)}});var P=/[^\\x20\\t\\r\\n\\f]+/g;function R(e){return e}function M(e){throw e}function I(e,t,n,r){var i;try{e&&g(i=e.promise)?i.call(e).done(t).fail(n):e&&g(i=e.then)?i.call(e,t,n):t.apply(void 0,[e].slice(r))}catch(e){n.apply(void 0,[e])}}b.Callbacks=function(e){e=\"string\"==typeof e?function(e){var t={};return b.each(e.match(P)||[],function(e,n){t[n]=!0}),t}(e):b.extend({},e);var t,n,r,i,o=[],a=[],s=-1,u=function(){for(i=i||e.once,r=t=!0;a.length;s=-1)for(n=a.shift();++s-1;)o.splice(n,1),n<=s&&s--}),this},has:function(e){return e?b.inArray(e,o)>-1:o.length>0},empty:function(){return o&&(o=[]),this},disable:function(){return i=a=[],o=n=\"\",this},disabled:function(){return!o},lock:function(){return i=a=[],n||t||(o=n=\"\"),this},locked:function(){return!!i},fireWith:function(e,n){return i||(n=[e,(n=n||[]).slice?n.slice():n],a.push(n),t||u()),this},fire:function(){return l.fireWith(this,arguments),this},fired:function(){return!!r}};return l},b.extend({Deferred:function(t){var n=[[\"notify\",\"progress\",b.Callbacks(\"memory\"),b.Callbacks(\"memory\"),2],[\"resolve\",\"done\",b.Callbacks(\"once memory\"),b.Callbacks(\"once memory\"),0,\"resolved\"],[\"reject\",\"fail\",b.Callbacks(\"once memory\"),b.Callbacks(\"once memory\"),1,\"rejected\"]],r=\"pending\",i={state:function(){return r},always:function(){return o.done(arguments).fail(arguments),this},catch:function(e){return i.then(null,e)},pipe:function(){var e=arguments;return b.Deferred(function(t){b.each(n,function(n,r){var i=g(e[r[4]])&&e[r[4]];o[r[1]](function(){var e=i&&i.apply(this,arguments);e&&g(e.promise)?e.promise().progress(t.notify).done(t.resolve).fail(t.reject):t[r[0]+\"With\"](this,i?[e]:arguments)})}),e=null}).promise()},then:function(t,r,i){var o=0;function a(t,n,r,i){return function(){var s=this,u=arguments,l=function(){var e,l;if(!(t=o&&(r!==M&&(s=void 0,u=[e]),n.rejectWith(s,u))}};t?c():(b.Deferred.getStackHook&&(c.stackTrace=b.Deferred.getStackHook()),e.setTimeout(c))}}return b.Deferred(function(e){n[0][3].add(a(0,e,g(i)?i:R,e.notifyWith)),n[1][3].add(a(0,e,g(t)?t:R)),n[2][3].add(a(0,e,g(r)?r:M))}).promise()},promise:function(e){return null!=e?b.extend(e,i):i}},o={};return b.each(n,function(e,t){var a=t[2],s=t[5];i[t[1]]=a.add,s&&a.add(function(){r=s},n[3-e][2].disable,n[3-e][3].disable,n[0][2].lock,n[0][3].lock),a.add(t[3].fire),o[t[0]]=function(){return o[t[0]+\"With\"](this===o?void 0:this,arguments),this},o[t[0]+\"With\"]=a.fireWith}),i.promise(o),t&&t.call(o,o),o},when:function(e){var t=arguments.length,n=t,r=Array(n),i=o.call(arguments),a=b.Deferred(),s=function(e){return function(n){r[e]=this,i[e]=arguments.length>1?o.call(arguments):n,--t||a.resolveWith(r,i)}};if(t<=1&&(I(e,a.done(s(n)).resolve,a.reject,!t),\"pending\"===a.state()||g(i[n]&&i[n].then)))return a.then();for(;n--;)I(i[n],s(n),a.reject);return a.promise()}});var W=/^(Eval|Internal|Range|Reference|Syntax|Type|URI)Error$/;b.Deferred.exceptionHook=function(t,n){e.console&&e.console.warn&&t&&W.test(t.name)&&e.console.warn(\"jQuery.Deferred exception: \"+t.message,t.stack,n)},b.readyException=function(t){e.setTimeout(function(){throw t})};var $=b.Deferred();function F(){r.removeEventListener(\"DOMContentLoaded\",F),e.removeEventListener(\"load\",F),b.ready()}b.fn.ready=function(e){return $.then(e).catch(function(e){b.readyException(e)}),this},b.extend({isReady:!1,readyWait:1,ready:function(e){(!0===e?--b.readyWait:b.isReady)||(b.isReady=!0,!0!==e&&--b.readyWait>0||$.resolveWith(r,[b]))}}),b.ready.then=$.then,\"complete\"===r.readyState||\"loading\"!==r.readyState&&!r.documentElement.doScroll?e.setTimeout(b.ready):(r.addEventListener(\"DOMContentLoaded\",F),e.addEventListener(\"load\",F));var B=function(e,t,n,r,i,o,a){var s=0,u=e.length,l=null==n;if(\"object\"===x(n))for(s in i=!0,n)B(e,t,s,n[s],!0,o,a);else if(void 0!==r&&(i=!0,g(r)||(a=!0),l&&(a?(t.call(e,r),t=null):(l=t,t=function(e,t,n){return l.call(b(e),n)})),t))for(;s1,null,!0)},removeData:function(e){return this.each(function(){Q.remove(this,e)})}}),b.extend({queue:function(e,t,n){var r;if(e)return t=(t||\"fx\")+\"queue\",r=Y.get(e,t),n&&(!r||Array.isArray(n)?r=Y.access(e,t,b.makeArray(n)):r.push(n)),r||[]},dequeue:function(e,t){t=t||\"fx\";var n=b.queue(e,t),r=n.length,i=n.shift(),o=b._queueHooks(e,t);\"inprogress\"===i&&(i=n.shift(),r--),i&&(\"fx\"===t&&n.unshift(\"inprogress\"),delete o.stop,i.call(e,function(){b.dequeue(e,t)},o)),!r&&o&&o.empty.fire()},_queueHooks:function(e,t){var n=t+\"queueHooks\";return Y.get(e,n)||Y.access(e,n,{empty:b.Callbacks(\"once memory\").add(function(){Y.remove(e,[t+\"queue\",n])})})}}),b.fn.extend({queue:function(e,t){var n=2;return\"string\"!=typeof e&&(t=e,e=\"fx\",n--),arguments.length\\x20\\t\\r\\n\\f]*)/i,he=/^$|^module$|\\/(?:java|ecma)script/i,ge={option:[1,\"\"],thead:[1,\"\",\"
\"],col:[2,\"\",\"
\"],tr:[2,\"\",\"
\"],td:[3,\"\",\"
\"],_default:[0,\"\",\"\"]};function ve(e,t){var n;return n=void 0!==e.getElementsByTagName?e.getElementsByTagName(t||\"*\"):void 0!==e.querySelectorAll?e.querySelectorAll(t||\"*\"):[],void 0===t||t&&N(e,t)?b.merge([e],n):n}function ye(e,t){for(var n=0,r=e.length;n-1)i&&i.push(o);else if(l=ie(o),a=ve(f.appendChild(o),\"script\"),l&&ye(a),n)for(c=0;o=a[c++];)he.test(o.type||\"\")&&n.push(o);return f}me=r.createDocumentFragment().appendChild(r.createElement(\"div\")),(xe=r.createElement(\"input\")).setAttribute(\"type\",\"radio\"),xe.setAttribute(\"checked\",\"checked\"),xe.setAttribute(\"name\",\"t\"),me.appendChild(xe),h.checkClone=me.cloneNode(!0).cloneNode(!0).lastChild.checked,me.innerHTML=\"\",h.noCloneChecked=!!me.cloneNode(!0).lastChild.defaultValue;var Te=/^key/,Ce=/^(?:mouse|pointer|contextmenu|drag|drop)|click/,Ee=/^([^.]*)(?:\\.(.+)|)/;function ke(){return!0}function Se(){return!1}function Ne(e,t){return e===function(){try{return r.activeElement}catch(e){}}()==(\"focus\"===t)}function Ae(e,t,n,r,i,o){var a,s;if(\"object\"==typeof t){for(s in\"string\"!=typeof n&&(r=r||n,n=void 0),t)Ae(e,s,n,r,t[s],o);return e}if(null==r&&null==i?(i=n,r=n=void 0):null==i&&(\"string\"==typeof n?(i=r,r=void 0):(i=r,r=n,n=void 0)),!1===i)i=Se;else if(!i)return e;return 1===o&&(a=i,(i=function(e){return b().off(e),a.apply(this,arguments)}).guid=a.guid||(a.guid=b.guid++)),e.each(function(){b.event.add(this,t,i,r,n)})}function De(e,t,n){n?(Y.set(e,t,!1),b.event.add(e,t,{namespace:!1,handler:function(e){var r,i,a=Y.get(this,t);if(1&e.isTrigger&&this[t]){if(a.length)(b.event.special[t]||{}).delegateType&&e.stopPropagation();else if(a=o.call(arguments),Y.set(this,t,a),r=n(this,t),this[t](),a!==(i=Y.get(this,t))||r?Y.set(this,t,!1):i={},a!==i)return e.stopImmediatePropagation(),e.preventDefault(),i.value}else a.length&&(Y.set(this,t,{value:b.event.trigger(b.extend(a[0],b.Event.prototype),a.slice(1),this)}),e.stopImmediatePropagation())}})):void 0===Y.get(e,t)&&b.event.add(e,t,ke)}b.event={global:{},add:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.get(e);if(v)for(n.handler&&(n=(o=n).handler,i=o.selector),i&&b.find.matchesSelector(re,i),n.guid||(n.guid=b.guid++),(u=v.events)||(u=v.events={}),(a=v.handle)||(a=v.handle=function(t){return void 0!==b&&b.event.triggered!==t.type?b.event.dispatch.apply(e,arguments):void 0}),l=(t=(t||\"\").match(P)||[\"\"]).length;l--;)d=g=(s=Ee.exec(t[l])||[])[1],h=(s[2]||\"\").split(\".\").sort(),d&&(f=b.event.special[d]||{},d=(i?f.delegateType:f.bindType)||d,f=b.event.special[d]||{},c=b.extend({type:d,origType:g,data:r,handler:n,guid:n.guid,selector:i,needsContext:i&&b.expr.match.needsContext.test(i),namespace:h.join(\".\")},o),(p=u[d])||((p=u[d]=[]).delegateCount=0,f.setup&&!1!==f.setup.call(e,r,h,a)||e.addEventListener&&e.addEventListener(d,a)),f.add&&(f.add.call(e,c),c.handler.guid||(c.handler.guid=n.guid)),i?p.splice(p.delegateCount++,0,c):p.push(c),b.event.global[d]=!0)},remove:function(e,t,n,r,i){var o,a,s,u,l,c,f,p,d,h,g,v=Y.hasData(e)&&Y.get(e);if(v&&(u=v.events)){for(l=(t=(t||\"\").match(P)||[\"\"]).length;l--;)if(d=g=(s=Ee.exec(t[l])||[])[1],h=(s[2]||\"\").split(\".\").sort(),d){for(f=b.event.special[d]||{},p=u[d=(r?f.delegateType:f.bindType)||d]||[],s=s[2]&&new RegExp(\"(^|\\\\.)\"+h.join(\"\\\\.(?:.*\\\\.|)\")+\"(\\\\.|$)\"),a=o=p.length;o--;)c=p[o],!i&&g!==c.origType||n&&n.guid!==c.guid||s&&!s.test(c.namespace)||r&&r!==c.selector&&(\"**\"!==r||!c.selector)||(p.splice(o,1),c.selector&&p.delegateCount--,f.remove&&f.remove.call(e,c));a&&!p.length&&(f.teardown&&!1!==f.teardown.call(e,h,v.handle)||b.removeEvent(e,d,v.handle),delete u[d])}else for(d in u)b.event.remove(e,d+t[l],n,r,!0);b.isEmptyObject(u)&&Y.remove(e,\"handle events\")}},dispatch:function(e){var t,n,r,i,o,a,s=b.event.fix(e),u=new Array(arguments.length),l=(Y.get(this,\"events\")||{})[s.type]||[],c=b.event.special[s.type]||{};for(u[0]=s,t=1;t=1))for(;l!==this;l=l.parentNode||this)if(1===l.nodeType&&(\"click\"!==e.type||!0!==l.disabled)){for(o=[],a={},n=0;n-1:b.find(i,this,null,[l]).length),a[i]&&o.push(r);o.length&&s.push({elem:l,handlers:o})}return l=this,u\\x20\\t\\r\\n\\f]*)[^>]*)\\/>/gi,qe=/\\s*$/g;function Oe(e,t){return N(e,\"table\")&&N(11!==t.nodeType?t:t.firstChild,\"tr\")&&b(e).children(\"tbody\")[0]||e}function Pe(e){return e.type=(null!==e.getAttribute(\"type\"))+\"/\"+e.type,e}function Re(e){return\"true/\"===(e.type||\"\").slice(0,5)?e.type=e.type.slice(5):e.removeAttribute(\"type\"),e}function Me(e,t){var n,r,i,o,a,s,u,l;if(1===t.nodeType){if(Y.hasData(e)&&(o=Y.access(e),a=Y.set(t,o),l=o.events))for(i in delete a.handle,a.events={},l)for(n=0,r=l[i].length;n1&&\"string\"==typeof v&&!h.checkClone&&Le.test(v))return e.each(function(i){var o=e.eq(i);y&&(t[0]=v.call(this,i,o.html())),Ie(o,t,n,r)});if(p&&(o=(i=we(t,e[0].ownerDocument,!1,e,r)).firstChild,1===i.childNodes.length&&(i=o),o||r)){for(u=(s=b.map(ve(i,\"script\"),Pe)).length;f\")},clone:function(e,t,n){var r,i,o,a,s,u,l,c=e.cloneNode(!0),f=ie(e);if(!(h.noCloneChecked||1!==e.nodeType&&11!==e.nodeType||b.isXMLDoc(e)))for(a=ve(c),r=0,i=(o=ve(e)).length;r0&&ye(a,!f&&ve(e,\"script\")),c},cleanData:function(e){for(var t,n,r,i=b.event.special,o=0;void 0!==(n=e[o]);o++)if(V(n)){if(t=n[Y.expando]){if(t.events)for(r in t.events)i[r]?b.event.remove(n,r):b.removeEvent(n,r,t.handle);n[Y.expando]=void 0}n[Q.expando]&&(n[Q.expando]=void 0)}}}),b.fn.extend({detach:function(e){return We(this,e,!0)},remove:function(e){return We(this,e)},text:function(e){return B(this,function(e){return void 0===e?b.text(this):this.empty().each(function(){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||(this.textContent=e)})},null,e,arguments.length)},append:function(){return Ie(this,arguments,function(e){1!==this.nodeType&&11!==this.nodeType&&9!==this.nodeType||Oe(this,e).appendChild(e)})},prepend:function(){return Ie(this,arguments,function(e){if(1===this.nodeType||11===this.nodeType||9===this.nodeType){var t=Oe(this,e);t.insertBefore(e,t.firstChild)}})},before:function(){return Ie(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this)})},after:function(){return Ie(this,arguments,function(e){this.parentNode&&this.parentNode.insertBefore(e,this.nextSibling)})},empty:function(){for(var e,t=0;null!=(e=this[t]);t++)1===e.nodeType&&(b.cleanData(ve(e,!1)),e.textContent=\"\");return this},clone:function(e,t){return e=null!=e&&e,t=null==t?e:t,this.map(function(){return b.clone(this,e,t)})},html:function(e){return B(this,function(e){var t=this[0]||{},n=0,r=this.length;if(void 0===e&&1===t.nodeType)return t.innerHTML;if(\"string\"==typeof e&&!qe.test(e)&&!ge[(de.exec(e)||[\"\",\"\"])[1].toLowerCase()]){e=b.htmlPrefilter(e);try{for(;n=0&&(u+=Math.max(0,Math.ceil(e[\"offset\"+t[0].toUpperCase()+t.slice(1)]-o-u-s-.5))||0),u}function tt(e,t,n){var r=Fe(e),i=(!h.boxSizingReliable()||n)&&\"border-box\"===b.css(e,\"boxSizing\",!1,r),o=i,a=_e(e,t,r),s=\"offset\"+t[0].toUpperCase()+t.slice(1);if($e.test(a)){if(!n)return a;a=\"auto\"}return(!h.boxSizingReliable()&&i||\"auto\"===a||!parseFloat(a)&&\"inline\"===b.css(e,\"display\",!1,r))&&e.getClientRects().length&&(i=\"border-box\"===b.css(e,\"boxSizing\",!1,r),(o=s in e)&&(a=e[s])),(a=parseFloat(a)||0)+et(e,t,n||(i?\"border\":\"content\"),o,r,a)+\"px\"}function nt(e,t,n,r,i){return new nt.prototype.init(e,t,n,r,i)}b.extend({cssHooks:{opacity:{get:function(e,t){if(t){var n=_e(e,\"opacity\");return\"\"===n?\"1\":n}}}},cssNumber:{animationIterationCount:!0,columnCount:!0,fillOpacity:!0,flexGrow:!0,flexShrink:!0,fontWeight:!0,gridArea:!0,gridColumn:!0,gridColumnEnd:!0,gridColumnStart:!0,gridRow:!0,gridRowEnd:!0,gridRowStart:!0,lineHeight:!0,opacity:!0,order:!0,orphans:!0,widows:!0,zIndex:!0,zoom:!0},cssProps:{},style:function(e,t,n,r){if(e&&3!==e.nodeType&&8!==e.nodeType&&e.style){var i,o,a,s=X(t),u=Qe.test(t),l=e.style;if(u||(t=Ge(s)),a=b.cssHooks[t]||b.cssHooks[s],void 0===n)return a&&\"get\"in a&&void 0!==(i=a.get(e,!1,r))?i:l[t];\"string\"===(o=typeof n)&&(i=te.exec(n))&&i[1]&&(n=ue(e,t,i),o=\"number\"),null!=n&&n==n&&(\"number\"!==o||u||(n+=i&&i[3]||(b.cssNumber[s]?\"\":\"px\")),h.clearCloneStyle||\"\"!==n||0!==t.indexOf(\"background\")||(l[t]=\"inherit\"),a&&\"set\"in a&&void 0===(n=a.set(e,n,r))||(u?l.setProperty(t,n):l[t]=n))}},css:function(e,t,n,r){var i,o,a,s=X(t);return Qe.test(t)||(t=Ge(s)),(a=b.cssHooks[t]||b.cssHooks[s])&&\"get\"in a&&(i=a.get(e,!0,n)),void 0===i&&(i=_e(e,t,r)),\"normal\"===i&&t in Ke&&(i=Ke[t]),\"\"===n||n?(o=parseFloat(i),!0===n||isFinite(o)?o||0:i):i}}),b.each([\"height\",\"width\"],function(e,t){b.cssHooks[t]={get:function(e,n,r){if(n)return!Ye.test(b.css(e,\"display\"))||e.getClientRects().length&&e.getBoundingClientRect().width?tt(e,t,r):se(e,Je,function(){return tt(e,t,r)})},set:function(e,n,r){var i,o=Fe(e),a=!h.scrollboxSize()&&\"absolute\"===o.position,s=(a||r)&&\"border-box\"===b.css(e,\"boxSizing\",!1,o),u=r?et(e,t,r,s,o):0;return s&&a&&(u-=Math.ceil(e[\"offset\"+t[0].toUpperCase()+t.slice(1)]-parseFloat(o[t])-et(e,t,\"border\",!1,o)-.5)),u&&(i=te.exec(n))&&\"px\"!==(i[3]||\"px\")&&(e.style[t]=n,n=b.css(e,t)),Ze(0,n,u)}}}),b.cssHooks.marginLeft=ze(h.reliableMarginLeft,function(e,t){if(t)return(parseFloat(_e(e,\"marginLeft\"))||e.getBoundingClientRect().left-se(e,{marginLeft:0},function(){return e.getBoundingClientRect().left}))+\"px\"}),b.each({margin:\"\",padding:\"\",border:\"Width\"},function(e,t){b.cssHooks[e+t]={expand:function(n){for(var r=0,i={},o=\"string\"==typeof n?n.split(\" \"):[n];r<4;r++)i[e+ne[r]+t]=o[r]||o[r-2]||o[0];return i}},\"margin\"!==e&&(b.cssHooks[e+t].set=Ze)}),b.fn.extend({css:function(e,t){return B(this,function(e,t,n){var r,i,o={},a=0;if(Array.isArray(t)){for(r=Fe(e),i=t.length;a1)}}),b.Tween=nt,nt.prototype={constructor:nt,init:function(e,t,n,r,i,o){this.elem=e,this.prop=n,this.easing=i||b.easing._default,this.options=t,this.start=this.now=this.cur(),this.end=r,this.unit=o||(b.cssNumber[n]?\"\":\"px\")},cur:function(){var e=nt.propHooks[this.prop];return e&&e.get?e.get(this):nt.propHooks._default.get(this)},run:function(e){var t,n=nt.propHooks[this.prop];return this.options.duration?this.pos=t=b.easing[this.easing](e,this.options.duration*e,0,1,this.options.duration):this.pos=t=e,this.now=(this.end-this.start)*t+this.start,this.options.step&&this.options.step.call(this.elem,this.now,this),n&&n.set?n.set(this):nt.propHooks._default.set(this),this}},nt.prototype.init.prototype=nt.prototype,nt.propHooks={_default:{get:function(e){var t;return 1!==e.elem.nodeType||null!=e.elem[e.prop]&&null==e.elem.style[e.prop]?e.elem[e.prop]:(t=b.css(e.elem,e.prop,\"\"))&&\"auto\"!==t?t:0},set:function(e){b.fx.step[e.prop]?b.fx.step[e.prop](e):1!==e.elem.nodeType||!b.cssHooks[e.prop]&&null==e.elem.style[Ge(e.prop)]?e.elem[e.prop]=e.now:b.style(e.elem,e.prop,e.now+e.unit)}}},nt.propHooks.scrollTop=nt.propHooks.scrollLeft={set:function(e){e.elem.nodeType&&e.elem.parentNode&&(e.elem[e.prop]=e.now)}},b.easing={linear:function(e){return e},swing:function(e){return.5-Math.cos(e*Math.PI)/2},_default:\"swing\"},b.fx=nt.prototype.init,b.fx.step={};var rt,it,ot=/^(?:toggle|show|hide)$/,at=/queueHooks$/;function st(){it&&(!1===r.hidden&&e.requestAnimationFrame?e.requestAnimationFrame(st):e.setTimeout(st,b.fx.interval),b.fx.tick())}function ut(){return e.setTimeout(function(){rt=void 0}),rt=Date.now()}function lt(e,t){var n,r=0,i={height:e};for(t=t?1:0;r<4;r+=2-t)i[\"margin\"+(n=ne[r])]=i[\"padding\"+n]=e;return t&&(i.opacity=i.width=e),i}function ct(e,t,n){for(var r,i=(ft.tweeners[t]||[]).concat(ft.tweeners[\"*\"]),o=0,a=i.length;o1)},removeAttr:function(e){return this.each(function(){b.removeAttr(this,e)})}}),b.extend({attr:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return void 0===e.getAttribute?b.prop(e,t,n):(1===o&&b.isXMLDoc(e)||(i=b.attrHooks[t.toLowerCase()]||(b.expr.match.bool.test(t)?pt:void 0)),void 0!==n?null===n?void b.removeAttr(e,t):i&&\"set\"in i&&void 0!==(r=i.set(e,n,t))?r:(e.setAttribute(t,n+\"\"),n):i&&\"get\"in i&&null!==(r=i.get(e,t))?r:null==(r=b.find.attr(e,t))?void 0:r)},attrHooks:{type:{set:function(e,t){if(!h.radioValue&&\"radio\"===t&&N(e,\"input\")){var n=e.value;return e.setAttribute(\"type\",t),n&&(e.value=n),t}}}},removeAttr:function(e,t){var n,r=0,i=t&&t.match(P);if(i&&1===e.nodeType)for(;n=i[r++];)e.removeAttribute(n)}}),pt={set:function(e,t,n){return!1===t?b.removeAttr(e,n):e.setAttribute(n,n),n}},b.each(b.expr.match.bool.source.match(/\\w+/g),function(e,t){var n=dt[t]||b.find.attr;dt[t]=function(e,t,r){var i,o,a=t.toLowerCase();return r||(o=dt[a],dt[a]=i,i=null!=n(e,t,r)?a:null,dt[a]=o),i}});var ht=/^(?:input|select|textarea|button)$/i,gt=/^(?:a|area)$/i;function vt(e){return(e.match(P)||[]).join(\" \")}function yt(e){return e.getAttribute&&e.getAttribute(\"class\")||\"\"}function mt(e){return Array.isArray(e)?e:\"string\"==typeof e&&e.match(P)||[]}b.fn.extend({prop:function(e,t){return B(this,b.prop,e,t,arguments.length>1)},removeProp:function(e){return this.each(function(){delete this[b.propFix[e]||e]})}}),b.extend({prop:function(e,t,n){var r,i,o=e.nodeType;if(3!==o&&8!==o&&2!==o)return 1===o&&b.isXMLDoc(e)||(t=b.propFix[t]||t,i=b.propHooks[t]),void 0!==n?i&&\"set\"in i&&void 0!==(r=i.set(e,n,t))?r:e[t]=n:i&&\"get\"in i&&null!==(r=i.get(e,t))?r:e[t]},propHooks:{tabIndex:{get:function(e){var t=b.find.attr(e,\"tabindex\");return t?parseInt(t,10):ht.test(e.nodeName)||gt.test(e.nodeName)&&e.href?0:-1}}},propFix:{for:\"htmlFor\",class:\"className\"}}),h.optSelected||(b.propHooks.selected={get:function(e){var t=e.parentNode;return t&&t.parentNode&&t.parentNode.selectedIndex,null},set:function(e){var t=e.parentNode;t&&(t.selectedIndex,t.parentNode&&t.parentNode.selectedIndex)}}),b.each([\"tabIndex\",\"readOnly\",\"maxLength\",\"cellSpacing\",\"cellPadding\",\"rowSpan\",\"colSpan\",\"useMap\",\"frameBorder\",\"contentEditable\"],function(){b.propFix[this.toLowerCase()]=this}),b.fn.extend({addClass:function(e){var t,n,r,i,o,a,s,u=0;if(g(e))return this.each(function(t){b(this).addClass(e.call(this,t,yt(this)))});if((t=mt(e)).length)for(;n=this[u++];)if(i=yt(n),r=1===n.nodeType&&\" \"+vt(i)+\" \"){for(a=0;o=t[a++];)r.indexOf(\" \"+o+\" \")<0&&(r+=o+\" \");i!==(s=vt(r))&&n.setAttribute(\"class\",s)}return this},removeClass:function(e){var t,n,r,i,o,a,s,u=0;if(g(e))return this.each(function(t){b(this).removeClass(e.call(this,t,yt(this)))});if(!arguments.length)return this.attr(\"class\",\"\");if((t=mt(e)).length)for(;n=this[u++];)if(i=yt(n),r=1===n.nodeType&&\" \"+vt(i)+\" \"){for(a=0;o=t[a++];)for(;r.indexOf(\" \"+o+\" \")>-1;)r=r.replace(\" \"+o+\" \",\" \");i!==(s=vt(r))&&n.setAttribute(\"class\",s)}return this},toggleClass:function(e,t){var n=typeof e,r=\"string\"===n||Array.isArray(e);return\"boolean\"==typeof t&&r?t?this.addClass(e):this.removeClass(e):g(e)?this.each(function(n){b(this).toggleClass(e.call(this,n,yt(this),t),t)}):this.each(function(){var t,i,o,a;if(r)for(i=0,o=b(this),a=mt(e);t=a[i++];)o.hasClass(t)?o.removeClass(t):o.addClass(t);else void 0!==e&&\"boolean\"!==n||((t=yt(this))&&Y.set(this,\"__className__\",t),this.setAttribute&&this.setAttribute(\"class\",t||!1===e?\"\":Y.get(this,\"__className__\")||\"\"))})},hasClass:function(e){var t,n,r=0;for(t=\" \"+e+\" \";n=this[r++];)if(1===n.nodeType&&(\" \"+vt(yt(n))+\" \").indexOf(t)>-1)return!0;return!1}});var xt=/\\r/g;b.fn.extend({val:function(e){var t,n,r,i=this[0];return arguments.length?(r=g(e),this.each(function(n){var i;1===this.nodeType&&(null==(i=r?e.call(this,n,b(this).val()):e)?i=\"\":\"number\"==typeof i?i+=\"\":Array.isArray(i)&&(i=b.map(i,function(e){return null==e?\"\":e+\"\"})),(t=b.valHooks[this.type]||b.valHooks[this.nodeName.toLowerCase()])&&\"set\"in t&&void 0!==t.set(this,i,\"value\")||(this.value=i))})):i?(t=b.valHooks[i.type]||b.valHooks[i.nodeName.toLowerCase()])&&\"get\"in t&&void 0!==(n=t.get(i,\"value\"))?n:\"string\"==typeof(n=i.value)?n.replace(xt,\"\"):null==n?\"\":n:void 0}}),b.extend({valHooks:{option:{get:function(e){var t=b.find.attr(e,\"value\");return null!=t?t:vt(b.text(e))}},select:{get:function(e){var t,n,r,i=e.options,o=e.selectedIndex,a=\"select-one\"===e.type,s=a?null:[],u=a?o+1:i.length;for(r=o<0?u:a?o:0;r-1)&&(n=!0);return n||(e.selectedIndex=-1),o}}}}),b.each([\"radio\",\"checkbox\"],function(){b.valHooks[this]={set:function(e,t){if(Array.isArray(t))return e.checked=b.inArray(b(e).val(),t)>-1}},h.checkOn||(b.valHooks[this].get=function(e){return null===e.getAttribute(\"value\")?\"on\":e.value})}),h.focusin=\"onfocusin\"in e;var bt=/^(?:focusinfocus|focusoutblur)$/,wt=function(e){e.stopPropagation()};b.extend(b.event,{trigger:function(t,n,i,o){var a,s,u,l,c,p,d,h,y=[i||r],m=f.call(t,\"type\")?t.type:t,x=f.call(t,\"namespace\")?t.namespace.split(\".\"):[];if(s=h=u=i=i||r,3!==i.nodeType&&8!==i.nodeType&&!bt.test(m+b.event.triggered)&&(m.indexOf(\".\")>-1&&(x=m.split(\".\"),m=x.shift(),x.sort()),c=m.indexOf(\":\")<0&&\"on\"+m,(t=t[b.expando]?t:new b.Event(m,\"object\"==typeof t&&t)).isTrigger=o?2:3,t.namespace=x.join(\".\"),t.rnamespace=t.namespace?new RegExp(\"(^|\\\\.)\"+x.join(\"\\\\.(?:.*\\\\.|)\")+\"(\\\\.|$)\"):null,t.result=void 0,t.target||(t.target=i),n=null==n?[t]:b.makeArray(n,[t]),d=b.event.special[m]||{},o||!d.trigger||!1!==d.trigger.apply(i,n))){if(!o&&!d.noBubble&&!v(i)){for(l=d.delegateType||m,bt.test(l+m)||(s=s.parentNode);s;s=s.parentNode)y.push(s),u=s;u===(i.ownerDocument||r)&&y.push(u.defaultView||u.parentWindow||e)}for(a=0;(s=y[a++])&&!t.isPropagationStopped();)h=s,t.type=a>1?l:d.bindType||m,(p=(Y.get(s,\"events\")||{})[t.type]&&Y.get(s,\"handle\"))&&p.apply(s,n),(p=c&&s[c])&&p.apply&&V(s)&&(t.result=p.apply(s,n),!1===t.result&&t.preventDefault());return t.type=m,o||t.isDefaultPrevented()||d._default&&!1!==d._default.apply(y.pop(),n)||!V(i)||c&&g(i[m])&&!v(i)&&((u=i[c])&&(i[c]=null),b.event.triggered=m,t.isPropagationStopped()&&h.addEventListener(m,wt),i[m](),t.isPropagationStopped()&&h.removeEventListener(m,wt),b.event.triggered=void 0,u&&(i[c]=u)),t.result}},simulate:function(e,t,n){var r=b.extend(new b.Event,n,{type:e,isSimulated:!0});b.event.trigger(r,null,t)}}),b.fn.extend({trigger:function(e,t){return this.each(function(){b.event.trigger(e,t,this)})},triggerHandler:function(e,t){var n=this[0];if(n)return b.event.trigger(e,t,n,!0)}}),h.focusin||b.each({focus:\"focusin\",blur:\"focusout\"},function(e,t){var n=function(e){b.event.simulate(t,e.target,b.event.fix(e))};b.event.special[t]={setup:function(){var r=this.ownerDocument||this,i=Y.access(r,t);i||r.addEventListener(e,n,!0),Y.access(r,t,(i||0)+1)},teardown:function(){var r=this.ownerDocument||this,i=Y.access(r,t)-1;i?Y.access(r,t,i):(r.removeEventListener(e,n,!0),Y.remove(r,t))}}});var Tt=e.location,Ct=Date.now(),Et=/\\?/;b.parseXML=function(t){var n;if(!t||\"string\"!=typeof t)return null;try{n=(new e.DOMParser).parseFromString(t,\"text/xml\")}catch(e){n=void 0}return n&&!n.getElementsByTagName(\"parsererror\").length||b.error(\"Invalid XML: \"+t),n};var kt=/\\[\\]$/,St=/\\r?\\n/g,Nt=/^(?:submit|button|image|reset|file)$/i,At=/^(?:input|select|textarea|keygen)/i;function Dt(e,t,n,r){var i;if(Array.isArray(t))b.each(t,function(t,i){n||kt.test(e)?r(e,i):Dt(e+\"[\"+(\"object\"==typeof i&&null!=i?t:\"\")+\"]\",i,n,r)});else if(n||\"object\"!==x(t))r(e,t);else for(i in t)Dt(e+\"[\"+i+\"]\",t[i],n,r)}b.param=function(e,t){var n,r=[],i=function(e,t){var n=g(t)?t():t;r[r.length]=encodeURIComponent(e)+\"=\"+encodeURIComponent(null==n?\"\":n)};if(null==e)return\"\";if(Array.isArray(e)||e.jquery&&!b.isPlainObject(e))b.each(e,function(){i(this.name,this.value)});else for(n in e)Dt(n,e[n],t,i);return r.join(\"&\")},b.fn.extend({serialize:function(){return b.param(this.serializeArray())},serializeArray:function(){return this.map(function(){var e=b.prop(this,\"elements\");return e?b.makeArray(e):this}).filter(function(){var e=this.type;return this.name&&!b(this).is(\":disabled\")&&At.test(this.nodeName)&&!Nt.test(e)&&(this.checked||!pe.test(e))}).map(function(e,t){var n=b(this).val();return null==n?null:Array.isArray(n)?b.map(n,function(e){return{name:t.name,value:e.replace(St,\"\\r\\n\")}}):{name:t.name,value:n.replace(St,\"\\r\\n\")}}).get()}});var jt=/%20/g,qt=/#.*$/,Lt=/([?&])_=[^&]*/,Ht=/^(.*?):[ \\t]*([^\\r\\n]*)$/gm,Ot=/^(?:GET|HEAD)$/,Pt=/^\\/\\//,Rt={},Mt={},It=\"*/\".concat(\"*\"),Wt=r.createElement(\"a\");function $t(e){return function(t,n){\"string\"!=typeof t&&(n=t,t=\"*\");var r,i=0,o=t.toLowerCase().match(P)||[];if(g(n))for(;r=o[i++];)\"+\"===r[0]?(r=r.slice(1)||\"*\",(e[r]=e[r]||[]).unshift(n)):(e[r]=e[r]||[]).push(n)}}function Ft(e,t,n,r){var i={},o=e===Mt;function a(s){var u;return i[s]=!0,b.each(e[s]||[],function(e,s){var l=s(t,n,r);return\"string\"!=typeof l||o||i[l]?o?!(u=l):void 0:(t.dataTypes.unshift(l),a(l),!1)}),u}return a(t.dataTypes[0])||!i[\"*\"]&&a(\"*\")}function Bt(e,t){var n,r,i=b.ajaxSettings.flatOptions||{};for(n in t)void 0!==t[n]&&((i[n]?e:r||(r={}))[n]=t[n]);return r&&b.extend(!0,e,r),e}Wt.href=Tt.href,b.extend({active:0,lastModified:{},etag:{},ajaxSettings:{url:Tt.href,type:\"GET\",isLocal:/^(?:about|app|app-storage|.+-extension|file|res|widget):$/.test(Tt.protocol),global:!0,processData:!0,async:!0,contentType:\"application/x-www-form-urlencoded; charset=UTF-8\",accepts:{\"*\":It,text:\"text/plain\",html:\"text/html\",xml:\"application/xml, text/xml\",json:\"application/json, text/javascript\"},contents:{xml:/\\bxml\\b/,html:/\\bhtml/,json:/\\bjson\\b/},responseFields:{xml:\"responseXML\",text:\"responseText\",json:\"responseJSON\"},converters:{\"* text\":String,\"text html\":!0,\"text json\":JSON.parse,\"text xml\":b.parseXML},flatOptions:{url:!0,context:!0}},ajaxSetup:function(e,t){return t?Bt(Bt(e,b.ajaxSettings),t):Bt(b.ajaxSettings,e)},ajaxPrefilter:$t(Rt),ajaxTransport:$t(Mt),ajax:function(t,n){\"object\"==typeof t&&(n=t,t=void 0),n=n||{};var i,o,a,s,u,l,c,f,p,d,h=b.ajaxSetup({},n),g=h.context||h,v=h.context&&(g.nodeType||g.jquery)?b(g):b.event,y=b.Deferred(),m=b.Callbacks(\"once memory\"),x=h.statusCode||{},w={},T={},C=\"canceled\",E={readyState:0,getResponseHeader:function(e){var t;if(c){if(!s)for(s={};t=Ht.exec(a);)s[t[1].toLowerCase()+\" \"]=(s[t[1].toLowerCase()+\" \"]||[]).concat(t[2]);t=s[e.toLowerCase()+\" \"]}return null==t?null:t.join(\", \")},getAllResponseHeaders:function(){return c?a:null},setRequestHeader:function(e,t){return null==c&&(e=T[e.toLowerCase()]=T[e.toLowerCase()]||e,w[e]=t),this},overrideMimeType:function(e){return null==c&&(h.mimeType=e),this},statusCode:function(e){var t;if(e)if(c)E.always(e[E.status]);else for(t in e)x[t]=[x[t],e[t]];return this},abort:function(e){var t=e||C;return i&&i.abort(t),k(0,t),this}};if(y.promise(E),h.url=((t||h.url||Tt.href)+\"\").replace(Pt,Tt.protocol+\"//\"),h.type=n.method||n.type||h.method||h.type,h.dataTypes=(h.dataType||\"*\").toLowerCase().match(P)||[\"\"],null==h.crossDomain){l=r.createElement(\"a\");try{l.href=h.url,l.href=l.href,h.crossDomain=Wt.protocol+\"//\"+Wt.host!=l.protocol+\"//\"+l.host}catch(e){h.crossDomain=!0}}if(h.data&&h.processData&&\"string\"!=typeof h.data&&(h.data=b.param(h.data,h.traditional)),Ft(Rt,h,n,E),c)return E;for(p in(f=b.event&&h.global)&&0==b.active++&&b.event.trigger(\"ajaxStart\"),h.type=h.type.toUpperCase(),h.hasContent=!Ot.test(h.type),o=h.url.replace(qt,\"\"),h.hasContent?h.data&&h.processData&&0===(h.contentType||\"\").indexOf(\"application/x-www-form-urlencoded\")&&(h.data=h.data.replace(jt,\"+\")):(d=h.url.slice(o.length),h.data&&(h.processData||\"string\"==typeof h.data)&&(o+=(Et.test(o)?\"&\":\"?\")+h.data,delete h.data),!1===h.cache&&(o=o.replace(Lt,\"$1\"),d=(Et.test(o)?\"&\":\"?\")+\"_=\"+Ct+++d),h.url=o+d),h.ifModified&&(b.lastModified[o]&&E.setRequestHeader(\"If-Modified-Since\",b.lastModified[o]),b.etag[o]&&E.setRequestHeader(\"If-None-Match\",b.etag[o])),(h.data&&h.hasContent&&!1!==h.contentType||n.contentType)&&E.setRequestHeader(\"Content-Type\",h.contentType),E.setRequestHeader(\"Accept\",h.dataTypes[0]&&h.accepts[h.dataTypes[0]]?h.accepts[h.dataTypes[0]]+(\"*\"!==h.dataTypes[0]?\", \"+It+\"; q=0.01\":\"\"):h.accepts[\"*\"]),h.headers)E.setRequestHeader(p,h.headers[p]);if(h.beforeSend&&(!1===h.beforeSend.call(g,E,h)||c))return E.abort();if(C=\"abort\",m.add(h.complete),E.done(h.success),E.fail(h.error),i=Ft(Mt,h,n,E)){if(E.readyState=1,f&&v.trigger(\"ajaxSend\",[E,h]),c)return E;h.async&&h.timeout>0&&(u=e.setTimeout(function(){E.abort(\"timeout\")},h.timeout));try{c=!1,i.send(w,k)}catch(e){if(c)throw e;k(-1,e)}}else k(-1,\"No Transport\");function k(t,n,r,s){var l,p,d,w,T,C=n;c||(c=!0,u&&e.clearTimeout(u),i=void 0,a=s||\"\",E.readyState=t>0?4:0,l=t>=200&&t<300||304===t,r&&(w=function(e,t,n){for(var r,i,o,a,s=e.contents,u=e.dataTypes;\"*\"===u[0];)u.shift(),void 0===r&&(r=e.mimeType||t.getResponseHeader(\"Content-Type\"));if(r)for(i in s)if(s[i]&&s[i].test(r)){u.unshift(i);break}if(u[0]in n)o=u[0];else{for(i in n){if(!u[0]||e.converters[i+\" \"+u[0]]){o=i;break}a||(a=i)}o=o||a}if(o)return o!==u[0]&&u.unshift(o),n[o]}(h,E,r)),w=function(e,t,n,r){var i,o,a,s,u,l={},c=e.dataTypes.slice();if(c[1])for(a in e.converters)l[a.toLowerCase()]=e.converters[a];for(o=c.shift();o;)if(e.responseFields[o]&&(n[e.responseFields[o]]=t),!u&&r&&e.dataFilter&&(t=e.dataFilter(t,e.dataType)),u=o,o=c.shift())if(\"*\"===o)o=u;else if(\"*\"!==u&&u!==o){if(!(a=l[u+\" \"+o]||l[\"* \"+o]))for(i in l)if((s=i.split(\" \"))[1]===o&&(a=l[u+\" \"+s[0]]||l[\"* \"+s[0]])){!0===a?a=l[i]:!0!==l[i]&&(o=s[0],c.unshift(s[1]));break}if(!0!==a)if(a&&e.throws)t=a(t);else try{t=a(t)}catch(e){return{state:\"parsererror\",error:a?e:\"No conversion from \"+u+\" to \"+o}}}return{state:\"success\",data:t}}(h,w,E,l),l?(h.ifModified&&((T=E.getResponseHeader(\"Last-Modified\"))&&(b.lastModified[o]=T),(T=E.getResponseHeader(\"etag\"))&&(b.etag[o]=T)),204===t||\"HEAD\"===h.type?C=\"nocontent\":304===t?C=\"notmodified\":(C=w.state,p=w.data,l=!(d=w.error))):(d=C,!t&&C||(C=\"error\",t<0&&(t=0))),E.status=t,E.statusText=(n||C)+\"\",l?y.resolveWith(g,[p,C,E]):y.rejectWith(g,[E,C,d]),E.statusCode(x),x=void 0,f&&v.trigger(l?\"ajaxSuccess\":\"ajaxError\",[E,h,l?p:d]),m.fireWith(g,[E,C]),f&&(v.trigger(\"ajaxComplete\",[E,h]),--b.active||b.event.trigger(\"ajaxStop\")))}return E},getJSON:function(e,t,n){return b.get(e,t,n,\"json\")},getScript:function(e,t){return b.get(e,void 0,t,\"script\")}}),b.each([\"get\",\"post\"],function(e,t){b[t]=function(e,n,r,i){return g(n)&&(i=i||r,r=n,n=void 0),b.ajax(b.extend({url:e,type:t,dataType:i,data:n,success:r},b.isPlainObject(e)&&e))}}),b._evalUrl=function(e,t){return b.ajax({url:e,type:\"GET\",dataType:\"script\",cache:!0,async:!1,global:!1,converters:{\"text script\":function(){}},dataFilter:function(e){b.globalEval(e,t)}})},b.fn.extend({wrapAll:function(e){var t;return this[0]&&(g(e)&&(e=e.call(this[0])),t=b(e,this[0].ownerDocument).eq(0).clone(!0),this[0].parentNode&&t.insertBefore(this[0]),t.map(function(){for(var e=this;e.firstElementChild;)e=e.firstElementChild;return e}).append(this)),this},wrapInner:function(e){return g(e)?this.each(function(t){b(this).wrapInner(e.call(this,t))}):this.each(function(){var t=b(this),n=t.contents();n.length?n.wrapAll(e):t.append(e)})},wrap:function(e){var t=g(e);return this.each(function(n){b(this).wrapAll(t?e.call(this,n):e)})},unwrap:function(e){return this.parent(e).not(\"body\").each(function(){b(this).replaceWith(this.childNodes)}),this}}),b.expr.pseudos.hidden=function(e){return!b.expr.pseudos.visible(e)},b.expr.pseudos.visible=function(e){return!!(e.offsetWidth||e.offsetHeight||e.getClientRects().length)},b.ajaxSettings.xhr=function(){try{return new e.XMLHttpRequest}catch(e){}};var _t={0:200,1223:204},zt=b.ajaxSettings.xhr();h.cors=!!zt&&\"withCredentials\"in zt,h.ajax=zt=!!zt,b.ajaxTransport(function(t){var n,r;if(h.cors||zt&&!t.crossDomain)return{send:function(i,o){var a,s=t.xhr();if(s.open(t.type,t.url,t.async,t.username,t.password),t.xhrFields)for(a in t.xhrFields)s[a]=t.xhrFields[a];for(a in t.mimeType&&s.overrideMimeType&&s.overrideMimeType(t.mimeType),t.crossDomain||i[\"X-Requested-With\"]||(i[\"X-Requested-With\"]=\"XMLHttpRequest\"),i)s.setRequestHeader(a,i[a]);n=function(e){return function(){n&&(n=r=s.onload=s.onerror=s.onabort=s.ontimeout=s.onreadystatechange=null,\"abort\"===e?s.abort():\"error\"===e?\"number\"!=typeof s.status?o(0,\"error\"):o(s.status,s.statusText):o(_t[s.status]||s.status,s.statusText,\"text\"!==(s.responseType||\"text\")||\"string\"!=typeof s.responseText?{binary:s.response}:{text:s.responseText},s.getAllResponseHeaders()))}},s.onload=n(),r=s.onerror=s.ontimeout=n(\"error\"),void 0!==s.onabort?s.onabort=r:s.onreadystatechange=function(){4===s.readyState&&e.setTimeout(function(){n&&r()})},n=n(\"abort\");try{s.send(t.hasContent&&t.data||null)}catch(e){if(n)throw e}},abort:function(){n&&n()}}}),b.ajaxPrefilter(function(e){e.crossDomain&&(e.contents.script=!1)}),b.ajaxSetup({accepts:{script:\"text/javascript, application/javascript, application/ecmascript, application/x-ecmascript\"},contents:{script:/\\b(?:java|ecma)script\\b/},converters:{\"text script\":function(e){return b.globalEval(e),e}}}),b.ajaxPrefilter(\"script\",function(e){void 0===e.cache&&(e.cache=!1),e.crossDomain&&(e.type=\"GET\")}),b.ajaxTransport(\"script\",function(e){var t,n;if(e.crossDomain||e.scriptAttrs)return{send:function(i,o){t=b(\"" ], "text/plain": [ ":Scatter [Droplet Diameter (um)] (Spindle Length (um))" ] }, "execution_count": 2, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "1004" } }, "output_type": "execute_result" } ], "source": [ "df = pd.read_csv('../data/good_invitro_droplet_data.csv', comment='#')\n", "\n", "scatter = hv.Scatter(\n", " data=df,\n", " kdims=['Droplet Diameter (um)'],\n", " vdims=['Spindle Length (um)']\n", ")\n", "\n", "scatter" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Good and coworkers proposed two models for the relationship between spindle length and droplet diameter. In the first model, the spindle length is independent of the droplet diameter and drawn out of a Normal distribution.\n", "\n", "\\begin{align}\n", "l_i \\sim \\text{Norm}(\\phi, \\sigma)\\;\\forall i.\n", "\\end{align}\n", "\n", "In the second model, the spindle length depends on the droplet diameter according to the equation below, and the spindle lengths vary from the theoretical model in a Normal fashion.\n", "\n", "\\begin{align}\n", "&\\mu_i = \\frac{\\gamma d_i}{\\left(1 + (\\gamma d_i/\\phi)^3\\right)^{1/3}}\\\\[1em]\n", "&l_i \\sim \\text{Norm}(\\mu_i, \\sigma)\\;\\forall i.\n", "\\end{align}\n", "\n", "These are the two models we will graphically assess, starting with the second model, which establishes a relationship between spindle length and droplet diameter." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Assessing the model for spindle length dependent on droplet diameter\n", "\n", "As was the case with our studies of the Singer, et al. data on mRNA counts, we do also need functions from previous lessons here to compute the MLE. You can skip this, since it is copied directly from previous lessons. The important result is that we get the MLE for the three parameters, $\\gamma$, $\\phi$, and $\\sigma$." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "γ* = 0.860475\n", "φ* = 38.231250\n", "σ* = 3.753422\n" ] } ], "source": [ "def theor_spindle_length(gamma, phi, d):\n", " \"\"\"Compute spindle length using mathematical model\"\"\"\n", " return gamma * d / np.cbrt(1 + (gamma * d / phi)**3)\n", "\n", "\n", "def log_likelihood(params, d, ell):\n", " \"\"\"Log likelihood of spindle length model.\"\"\"\n", " gamma, phi, sigma = params\n", "\n", " if gamma <= 0 or gamma > 1 or phi <= 0:\n", " return -np.inf\n", "\n", " mu = theor_spindle_length(gamma, phi, d)\n", " return np.sum(st.norm.logpdf(ell, mu, sigma))\n", "\n", "\n", "def spindle_mle(d, ell):\n", " \"\"\"Compute MLE for parameters in spindle length model.\"\"\"\n", " with warnings.catch_warnings():\n", " warnings.simplefilter(\"ignore\")\n", "\n", " res = scipy.optimize.minimize(\n", " fun=lambda params, d, ell: -log_likelihood(params, d, ell),\n", " x0=np.array([0.5, 35, 5]),\n", " args=(d, ell),\n", " method='Powell'\n", " )\n", "\n", " if res.success:\n", " return res.x\n", " else:\n", " raise RuntimeError('Convergence failed with message', res.message)\n", " \n", "\n", "mle_params = spindle_mle(df['Droplet Diameter (um)'].values, df['Spindle Length (um)'].values)\n", "\n", "# Take a look\n", "print(\"γ* = {0:f}\\nφ* = {1:f}\\nσ* = {2:f}\".format(*mle_params))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Sampling out of the generative model\n", "\n", "As before, we want to see what kind of data sets are predicted by the generative model when parametrized by the MLEs of the parameters. We therefore need to write a function to obtain the samples. The extra wrinkle here is that we need to also provide values for the droplet diameter for which we want the samples. In this model, we assume that the droplet diameters are measured exactly and that they determine the spindle length (of course neglecting the variation we model in the residuals)." ] }, { "cell_type": "code", "execution_count": 4, "metadata": {}, "outputs": [], "source": [ "rg = np.random.default_rng()\n", "\n", "def sample_spindle(gamma, phi, sigma, d, size=1):\n", " \"\"\"Generate samples of spindle length vs droplet diameter.\"\"\"\n", " samples = np.empty((size, len(d)))\n", "\n", " for i in range(size):\n", " mu = theor_spindle_length(gamma, phi, d)\n", " samples[i] = np.maximum(0, rg.normal(mu, sigma))\n", "\n", " return samples" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that this function returns a array of shape `(size, len(d))`. That is, each row of the outputted array of samples corresponds to one set of measurements for prescribed droplet diameters `d`.\n", "\n", "We will generate samples for the droplet diameters going from zero to 250 microns." ] }, { "cell_type": "code", "execution_count": 5, "metadata": {}, "outputs": [], "source": [ "d_theor = np.linspace(0, 250, 200)\n", "samples = sample_spindle(*mle_params, d_theor, size=5000)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Making the predictive regression plot\n", "\n", "Now that we have our samples, we compute the percentiles of the spindle length for each value of $d$. We then generate the plot from these percentiles, with the data overlaid. The `bebi103.viz.predictive_regression()` function accomplishes this for us. We need to provide it with the samples of spindle length (with the shape we have already prescribed), as well as the $d$-values for which the samples were generated. We also need to provide the data as an array with two columns, the first being the diameter and the second the spindle length." ] }, { "cell_type": "code", "execution_count": 6, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"eedd28f7-5a15-4cb6-a232-2451f79bb5b2\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1121\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1125\",\"type\":\"Grid\"},{\"id\":\"1130\",\"type\":\"Grid\"}],\"frame_height\":325,\"frame_width\":400,\"left\":[{\"id\":\"1126\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"1147\",\"type\":\"GlyphRenderer\"},{\"id\":\"1152\",\"type\":\"GlyphRenderer\"},{\"id\":\"1157\",\"type\":\"GlyphRenderer\"},{\"id\":\"1162\",\"type\":\"GlyphRenderer\"},{\"id\":\"1167\",\"type\":\"GlyphRenderer\"},{\"id\":\"1172\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1175\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1137\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1113\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1117\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1115\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1119\",\"type\":\"LinearScale\"}},\"id\":\"1112\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1161\",\"type\":\"Patch\"},{\"attributes\":{\"line_color\":\"#084594\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1165\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1135\",\"type\":\"ResetTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"AAAAAAAAAACFn1yIuhn0P4WfXIi6GQRASO+KzJcmDkCFn1yIuhkUQGbHcyopIBlASO+KzJcmHkCUC1E3g5YhQIWfXIi6GSRAdjNo2fGcJkBmx3MqKSApQFdbf3tgoytASO+KzJcmLkCcQcuO51QwQJQLUTeDljFAjdXW3x7YMkCFn1yIuhk0QH1p4jBWWzVAdjNo2fGcNkBu/e2Bjd43QGbHcyopIDlAX5H50sRhOkBXW397YKM7QE8lBST85DxASO+KzJcmPkBAuRB1M2g/QJxBy47nVEBAmCYOY7X1QECUC1E3g5ZBQJHwkwtRN0JAjdXW3x7YQkCJuhm07HhDQIWfXIi6GURAgYSfXIi6REB9aeIwVltFQHlOJQUk/EVAdjNo2fGcRkByGKutvz1HQG797YGN3kdAauIwVlt/SEBmx3MqKSBJQGKstv72wElAX5H50sRhSkBbdjynkgJLQFdbf3tgo0tAU0DCTy5ETEBPJQUk/ORMQEsKSPjJhU1ASO+KzJcmTkBE1M2gZcdOQEC5EHUzaE9AHs+ppIAEUECcQcuO51RQQBq07HhOpVBAmCYOY7X1UEAWmS9NHEZRQJQLUTeDllFAEn5yIermUUCR8JMLUTdSQA9jtfW3h1JAjdXW3x7YUkALSPjJhShTQIm6GbTseFNABy07nlPJU0CFn1yIuhlUQAMSfnIhalRAgYSfXIi6VED/9sBG7wpVQH1p4jBWW1VA+9sDG72rVUB5TiUFJPxVQPjARu+KTFZAdjNo2fGcVkD0pYnDWO1WQHIYq62/PVdA8IrMlyaOV0Bu/e2Bjd5XQOxvD2z0LlhAauIwVlt/WEDoVFJAws9YQGbHcyopIFlA5DmVFJBwWUBirLb+9sBZQOAe2OhdEVpAX5H50sRhWkDdAxu9K7JaQFt2PKeSAltA2ehdkflSW0BXW397YKNbQNXNoGXH81tAU0DCTy5EXEDRsuM5lZRcQE8lBST85FxAzZcmDmM1XUBLCkj4yYVdQMl8aeIw1l1ASO+KzJcmXkDGYay2/nZeQETUzaBlx15AwkbviswXX0BAuRB1M2hfQL4rMl+auF9AHs+ppIAEYEBdiLoZtCxgQJxBy47nVGBA2/rbAxt9YEAatOx4TqVgQFlt/e2BzWBAmCYOY7X1YEDX3x7Y6B1hQBaZL00cRmFAVVJAwk9uYUCUC1E3g5ZhQNPEYay2vmFAEn5yIermYUBRN4OWHQ9iQJHwkwtRN2JA0KmkgIRfYkAPY7X1t4diQE4cxmrrr2JAjdXW3x7YYkDMjudUUgBjQAtI+MmFKGNASgEJP7lQY0CJuhm07HhjQMhzKikgoWNABy07nlPJY0BG5ksTh/FjQIWfXIi6GWRAxFht/e1BZEADEn5yIWpkQELLjudUkmRAgYSfXIi6ZEDAPbDRu+JkQP/2wEbvCmVAPrDRuyIzZUB9aeIwVltlQLwi86WJg2VA+9sDG72rZUA6lRSQ8NNlQHlOJQUk/GVAuQc2elckZkD4wEbvikxmQDd6V2S+dGZAdjNo2fGcZkC17HhOJcVmQPSlicNY7WZAM1+aOIwVZ0ByGKutvz1nQLHRuyLzZWdA8IrMlyaOZ0AvRN0MWrZnQG797YGN3mdArbb+9sAGaEDsbw9s9C5oQCspIOEnV2hAauIwVlt/aECpm0HLjqdoQOhUUkDCz2hAJw5jtfX3aEBmx3MqKSBpQKWAhJ9cSGlA5DmVFJBwaUAj86WJw5hpQGKstv72wGlAoWXHcyrpaUDgHtjoXRFqQCDY6F2ROWpAX5H50sRhakCeSgpI+IlqQN0DG70rsmpAHL0rMl/aakBbdjynkgJrQJovTRzGKmtA2ehdkflSa0AYom4GLXtrQFdbf3tgo2tAlhSQ8JPLa0DVzaBlx/NrQBSHsdr6G2xAU0DCTy5EbECS+dLEYWxsQNGy4zmVlGxAEGz0rsi8bEBPJQUk/ORsQI7eFZkvDW1AzZcmDmM1bUAMUTeDll1tQEsKSPjJhW1AisNYbf2tbUDJfGniMNZtQAg2eldk/m1ASO+KzJcmbkCHqJtBy05uQMZhrLb+dm5ABRu9KzKfbkBE1M2gZcduQION3hWZ725AwkbviswXb0AAAAAAAEBvQAAAAAAAQG9AwkbviswXb0CDjd4Vme9uQETUzaBlx25ABRu9KzKfbkDGYay2/nZuQIeom0HLTm5ASO+KzJcmbkAINnpXZP5tQMl8aeIw1m1AisNYbf2tbUBLCkj4yYVtQAxRN4OWXW1AzZcmDmM1bUCO3hWZLw1tQE8lBST85GxAEGz0rsi8bEDRsuM5lZRsQJL50sRhbGxAU0DCTy5EbEAUh7Ha+htsQNXNoGXH82tAlhSQ8JPLa0BXW397YKNrQBiibgYte2tA2ehdkflSa0CaL00cxiprQFt2PKeSAmtAHL0rMl/aakDdAxu9K7JqQJ5KCkj4iWpAX5H50sRhakAg2OhdkTlqQOAe2OhdEWpAoWXHcyrpaUBirLb+9sBpQCPzpYnDmGlA5DmVFJBwaUClgISfXEhpQGbHcyopIGlAJw5jtfX3aEDoVFJAws9oQKmbQcuOp2hAauIwVlt/aEArKSDhJ1doQOxvD2z0LmhArbb+9sAGaEBu/e2Bjd5nQC9E3QxatmdA8IrMlyaOZ0Cx0bsi82VnQHIYq62/PWdAM1+aOIwVZ0D0pYnDWO1mQLXseE4lxWZAdjNo2fGcZkA3eldkvnRmQPjARu+KTGZAuQc2elckZkB5TiUFJPxlQDqVFJDw02VA+9sDG72rZUC8IvOliYNlQH1p4jBWW2VAPrDRuyIzZUD/9sBG7wplQMA9sNG74mRAgYSfXIi6ZEBCy47nVJJkQAMSfnIhamRAxFht/e1BZECFn1yIuhlkQEbmSxOH8WNABy07nlPJY0DIcyopIKFjQIm6GbTseGNASgEJP7lQY0ALSPjJhShjQMyO51RSAGNAjdXW3x7YYkBOHMZq669iQA9jtfW3h2JA0KmkgIRfYkCR8JMLUTdiQFE3g5YdD2JAEn5yIermYUDTxGGstr5hQJQLUTeDlmFAVVJAwk9uYUAWmS9NHEZhQNffHtjoHWFAmCYOY7X1YEBZbf3tgc1gQBq07HhOpWBA2/rbAxt9YECcQcuO51RgQF2Iuhm0LGBAHs+ppIAEYEC+KzJfmrhfQEC5EHUzaF9AwkbviswXX0BE1M2gZcdeQMZhrLb+dl5ASO+KzJcmXkDJfGniMNZdQEsKSPjJhV1AzZcmDmM1XUBPJQUk/ORcQNGy4zmVlFxAU0DCTy5EXEDVzaBlx/NbQFdbf3tgo1tA2ehdkflSW0BbdjynkgJbQN0DG70rslpAX5H50sRhWkDgHtjoXRFaQGKstv72wFlA5DmVFJBwWUBmx3MqKSBZQOhUUkDCz1hAauIwVlt/WEDsbw9s9C5YQG797YGN3ldA8IrMlyaOV0ByGKutvz1XQPSlicNY7VZAdjNo2fGcVkD4wEbvikxWQHlOJQUk/FVA+9sDG72rVUB9aeIwVltVQP/2wEbvClVAgYSfXIi6VEADEn5yIWpUQIWfXIi6GVRABy07nlPJU0CJuhm07HhTQAtI+MmFKFNAjdXW3x7YUkAPY7X1t4dSQJHwkwtRN1JAEn5yIermUUCUC1E3g5ZRQBaZL00cRlFAmCYOY7X1UEAatOx4TqVQQJxBy47nVFBAHs+ppIAEUEBAuRB1M2hPQETUzaBlx05ASO+KzJcmTkBLCkj4yYVNQE8lBST85ExAU0DCTy5ETEBXW397YKNLQFt2PKeSAktAX5H50sRhSkBirLb+9sBJQGbHcyopIElAauIwVlt/SEBu/e2Bjd5HQHIYq62/PUdAdjNo2fGcRkB5TiUFJPxFQH1p4jBWW0VAgYSfXIi6RECFn1yIuhlEQIm6GbTseENAjdXW3x7YQkCR8JMLUTdCQJQLUTeDlkFAmCYOY7X1QECcQcuO51RAQEC5EHUzaD9ASO+KzJcmPkBPJQUk/OQ8QFdbf3tgoztAX5H50sRhOkBmx3MqKSA5QG797YGN3jdAdjNo2fGcNkB9aeIwVls1QIWfXIi6GTRAjdXW3x7YMkCUC1E3g5YxQJxBy47nVDBASO+KzJcmLkBXW397YKMrQGbHcyopIClAdjNo2fGcJkCFn1yIuhkkQJQLUTeDliFASO+KzJcmHkBmx3MqKSAZQIWfXIi6GRRASO+KzJcmDkCFn1yIuhkEQIWfXIi6GfQ/AAAAAAAAAAA=\",\"dtype\":\"float64\",\"shape\":[400]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]}},\"selected\":{\"id\":\"1184\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1183\",\"type\":\"UnionRenderers\"}},\"id\":\"1149\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1184\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1151\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"size\":{\"units\":\"screen\",\"value\":2},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1171\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1182\",\"type\":\"Selection\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1131\",\"type\":\"PanTool\"},{\"id\":\"1132\",\"type\":\"WheelZoomTool\"},{\"id\":\"1133\",\"type\":\"BoxZoomTool\"},{\"id\":\"1134\",\"type\":\"SaveTool\"},{\"id\":\"1135\",\"type\":\"ResetTool\"},{\"id\":\"1136\",\"type\":\"HelpTool\"}]},\"id\":\"1137\",\"type\":\"Toolbar\"},{\"attributes\":{\"source\":{\"id\":\"1144\",\"type\":\"ColumnDataSource\"}},\"id\":\"1148\",\"type\":\"CDSView\"},{\"attributes\":{\"data_source\":{\"id\":\"1144\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1145\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1146\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1148\",\"type\":\"CDSView\"}},\"id\":\"1147\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1189\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null},\"id\":\"1113\",\"type\":\"DataRange1d\"},{\"attributes\":{\"text\":\"\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"12pt\"}},\"id\":\"1175\",\"type\":\"Title\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]}},\"selected\":{\"id\":\"1186\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1185\",\"type\":\"UnionRenderers\"}},\"id\":\"1154\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"ticker\":{\"id\":\"1122\",\"type\":\"BasicTicker\"}},\"id\":\"1125\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1179\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data_source\":{\"id\":\"1169\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1170\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1171\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1173\",\"type\":\"CDSView\"}},\"id\":\"1172\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"mpmZmZkZO0AzMzMzMzM8QGZmZmZmZj1AAAAAAAAAP0AAAAAAAAA/QAAAAAAAgD9AMzMzMzOzP0AAAAAAAABAQAAAAAAAAEBAAAAAAAAAQEBmZmZmZiZAQGZmZmZmpkBAZmZmZmamQEBmZmZmZqZAQAAAAAAAwEBAAAAAAADAQEBmZmZmZuZAQGZmZmZm5kBAAAAAAAAAQUBmZmZmZiZBQGZmZmZmJkFAzczMzMxMQUDNzMzMzExBQGZmZmZmZkFAZmZmZmZmQUDNzMzMzIxBQM3MzMzMjEFAZmZmZmamQUDNzMzMzMxBQGZmZmZm5kFAZmZmZmbmQUBmZmZmZuZBQM3MzMzMDEJAzczMzMwMQkAzMzMzMzNCQM3MzMzMTEJAzczMzMxMQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkDNzMzMzIxCQDMzMzMzs0JAMzMzMzOzQkAzMzMzM7NCQDMzMzMzs0JAzczMzMzMQkDNzMzMzMxCQDMzMzMz80JAMzMzMzPzQkAzMzMzM/NCQDMzMzMz80JAzczMzMwMQ0DNzMzMzAxDQDMzMzMzM0NAMzMzMzMzQ0AzMzMzMzNDQJqZmZmZWUNAmpmZmZlZQ0CamZmZmVlDQJqZmZmZWUNAMzMzMzNzQ0AzMzMzM3NDQDMzMzMzc0NAMzMzMzNzQ0CamZmZmZlDQDMzMzMzs0NAmpmZmZnZQ0CamZmZmdlDQJqZmZmZ2UNAmpmZmZnZQ0AzMzMzM/NDQDMzMzMz80NAmpmZmZkZRECamZmZmRlEQJqZmZmZGURAmpmZmZkZRECamZmZmRlEQDMzMzMzM0RAMzMzMzMzREAzMzMzMzNEQJqZmZmZWURAAAAAAACAREAAAAAAAIBEQJqZmZmZmURAmpmZmZmZRECamZmZmZlEQAAAAAAAwERAAAAAAADAREAAAAAAAMBEQJqZmZmZ2URAmpmZmZnZRECamZmZmdlEQJqZmZmZ2URAMzMzMzPzREAAAAAAAABFQAAAAAAAAEVAAAAAAAAARUDNzMzMzAxFQJqZmZmZGUVAmpmZmZkZRUAzMzMzMzNFQAAAAAAAQEVAAAAAAABARUAAAAAAAEBFQM3MzMzMTEVAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQDMzMzMzc0VAAAAAAACARUAAAAAAAIBFQAAAAAAAgEVAAAAAAACARUDNzMzMzIxFQGZmZmZmpkVAZmZmZmamRUAzMzMzM7NFQAAAAAAAwEVAzczMzMzMRUBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUAAAAAAAABGQAAAAAAAAEZAAAAAAAAARkAAAAAAAABGQAAAAAAAAEZAzczMzMwMRkBmZmZmZiZGQGZmZmZmJkZAZmZmZmYmRkAAAAAAAEBGQAAAAAAAQEZAAAAAAABARkAAAAAAAEBGQAAAAAAAQEZAmpmZmZlZRkBmZmZmZmZGQGZmZmZmZkZAZmZmZmZmRkBmZmZmZmZGQM3MzMzMjEZAzczMzMyMRkDNzMzMzIxGQM3MzMzMjEZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkBmZmZmZuZGQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0AzMzMzM7NHQDMzMzMzs0dAMzMzMzOzR0AzMzMzM7NHQM3MzMzMzEdAzczMzMzMR0DNzMzMzMxHQM3MzMzMzEdAzczMzMzMR0DNzMzMzMxHQDMzMzMz80dAMzMzMzPzR0AzMzMzM/NHQDMzMzMz80dAMzMzMzPzR0DNzMzMzAxIQM3MzMzMDEhAzczMzMwMSEAzMzMzMzNIQDMzMzMzM0hAzczMzMxMSEDNzMzMzExIQDMzMzMzs0hAMzMzMzPzSEAzMzMzM/NIQDMzMzMzM0lAmpmZmZlZSUCamZmZmVlJQDMzMzMzc0lAMzMzMzNzSUAzMzMzM3NJQDMzMzMzc0lAmpmZmZmZSUAAAAAAAMBJQJqZmZmZ2UlAmpmZmZnZSUCamZmZmdlJQJqZmZmZGUpAmpmZmZkZSkAAAAAAAEBKQAAAAAAAQEpAAAAAAABASkAAAAAAAEBKQAAAAAAAQEpAmpmZmZlZSkCamZmZmVlKQJqZmZmZWUpAmpmZmZlZSkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkCamZmZmZlKQJqZmZmZmUpAAAAAAADASkBmZmZmZuZKQGZmZmZm5kpAZmZmZmbmSkAAAAAAAABLQAAAAAAAAEtAAAAAAAAAS0AAAAAAAABLQAAAAAAAAEtAZmZmZmYmS0BmZmZmZiZLQGZmZmZmJktAZmZmZmYmS0AAAAAAAEBLQAAAAAAAQEtAAAAAAABAS0BmZmZmZmZLQGZmZmZmZktAZmZmZmZmS0AAAAAAAIBLQAAAAAAAgEtAZmZmZmamS0BmZmZmZqZLQM3MzMzMzEtAzczMzMzMS0DNzMzMzMxLQM3MzMzMzEtAzczMzMzMS0DNzMzMzMxLQGZmZmZm5ktAZmZmZmbmS0DNzMzMzAxMQGZmZmZmJkxAZmZmZmYmTEDNzMzMzExMQGZmZmZmZkxAZmZmZmZmTEDNzMzMzIxMQM3MzMzMjExAzczMzMyMTEDNzMzMzIxMQGZmZmZmpkxAZmZmZmamTEBmZmZmZqZMQM3MzMzMzExAzczMzMzMTEDNzMzMzMxMQM3MzMzMzExAMzMzMzPzTEAzMzMzM/NMQDMzMzMz80xAzczMzMwMTUDNzMzMzAxNQM3MzMzMDE1AMzMzMzMzTUAzMzMzMzNNQDMzMzMzM01AzczMzMxMTUDNzMzMzExNQM3MzMzMTE1AzczMzMxMTUDNzMzMzExNQDMzMzMzc01AzczMzMyMTUDNzMzMzIxNQM3MzMzMjE1AzczMzMyMTUAzMzMzM7NNQDMzMzMzs01AMzMzMzOzTUDNzMzMzMxNQM3MzMzMzE1AzczMzMzMTUAzMzMzM/NNQJqZmZmZGU5AmpmZmZlZTkCamZmZmVlOQDMzMzMzc05AmpmZmZmZTkCamZmZmZlOQJqZmZmZmU5AAAAAAAAAT0AAAAAAAABPQAAAAAAAAE9AAAAAAAAAT0CamZmZmRlPQJqZmZmZGU9AAAAAAABAT0AAAAAAAEBPQJqZmZmZWU9AmpmZmZlZT0CamZmZmVlPQAAAAAAAgE9AAAAAAACAT0CamZmZmdlPQJqZmZmZ2U9AAAAAAAAAUEAzMzMzMxNQQDMzMzMzE1BAMzMzMzMTUEAzMzMzMxNQQDMzMzMzE1BAAAAAAAAgUEAAAAAAACBQQAAAAAAAIFBAAAAAAAAgUEAAAAAAACBQQAAAAAAAIFBAMzMzMzMzUEAzMzMzMzNQQDMzMzMzM1BAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAMzMzMzNTUEAzMzMzM1NQQDMzMzMzU1BAAAAAAABgUEAAAAAAAGBQQAAAAAAAYFBAAAAAAABgUEAAAAAAAGBQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAAAAAAAIBQQDMzMzMzk1BAMzMzMzOTUEAzMzMzM5NQQDMzMzMzk1BAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQDMzMzMzs1BAMzMzMzOzUEAzMzMzM7NQQDMzMzMzs1BAMzMzMzOzUEAzMzMzM7NQQGZmZmZmxlBAZmZmZmbGUEBmZmZmZsZQQGZmZmZmxlBAZmZmZmbGUEAzMzMzM9NQQDMzMzMz01BAMzMzMzPTUEAzMzMzM9NQQDMzMzMz01BAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQDMzMzMz81BAMzMzMzPzUEAzMzMzM/NQQDMzMzMz81BAMzMzMzPzUEAzMzMzM/NQQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUCamZmZmRlRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQJqZmZmZOVFAmpmZmZk5UUCamZmZmTlRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUCamZmZmblRQJqZmZmZuVFAmpmZmZm5UUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUDNzMzMzMxRQJqZmZmZ2VFAmpmZmZnZUUCamZmZmdlRQJqZmZmZ2VFAmpmZmZnZUUCamZmZmdlRQM3MzMzM7FFAzczMzMzsUUDNzMzMzOxRQM3MzMzM7FFAmpmZmZn5UUCamZmZmflRQJqZmZmZ+VFAzczMzMwMUkDNzMzMzAxSQM3MzMzMDFJAzczMzMwMUkDNzMzMzAxSQM3MzMzMDFJAmpmZmZkZUkCamZmZmRlSQJqZmZmZGVJAmpmZmZkZUkCamZmZmRlSQM3MzMzMLFJAzczMzMwsUkAAAAAAAEBSQAAAAAAAQFJAAAAAAABAUkDNzMzMzExSQM3MzMzMTFJAzczMzMxMUkDNzMzMzExSQM3MzMzMTFJAAAAAAABgUkAAAAAAAGBSQAAAAAAAYFJAAAAAAABgUkAAAAAAAGBSQM3MzMzMbFJAAAAAAACAUkAAAAAAAIBSQAAAAAAAgFJAzczMzMyMUkAAAAAAAKBSQAAAAAAAoFJAMzMzMzOzUkAAAAAAAMBSQDMzMzMz81JAAAAAAAAAU0AAAAAAACBTQDMzMzMzM1NAMzMzMzNTU0AzMzMzM1NTQGZmZmZmZlNAZmZmZmZmU0AzMzMzM7NTQGZmZmZmxlNAmpmZmZkZVEDNzMzMzExUQJqZmZmZeVRAzczMzMyMVECamZmZmZlUQJqZmZmZmVRAAAAAAAAgVUAAAAAAAIBVQGZmZmZmBlZAZmZmZmbmVkCamZmZmflWQAAAAAAAgFdAzczMzMysV0AAAAAAACBYQAAAAAAAIFhAMzMzMzNTWEAAAAAAAGBYQDMzMzMzk1hAmpmZmZkZWUDNzMzMzKxZQJqZmZmZ+VlAmpmZmZl5XEDNzMzMzAxdQM3MzMzMLF1AAAAAAABgXUAAAAAAAMBdQGZmZmZmJl5AZmZmZmZGXkCamZmZmZleQJqZmZmZuV5AZmZmZmbGXkAzMzMzM2NgQJqZmZmZeWFAmpmZmZmJYUCamZmZmalhQAAAAAAAAGRAMzMzMzPDZEDNzMzMzDxnQAAAAAAA0GdAzczMzMysa0A=\",\"dtype\":\"float64\",\"shape\":[670]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[670]}},\"selected\":{\"id\":\"1192\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1191\",\"type\":\"UnionRenderers\"}},\"id\":\"1169\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"data_source\":{\"id\":\"1149\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1150\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1151\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1153\",\"type\":\"CDSView\"}},\"id\":\"1152\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1127\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1156\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1185\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1154\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1155\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1156\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1158\",\"type\":\"CDSView\"}},\"id\":\"1157\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1132\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1187\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1166\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1188\",\"type\":\"Selection\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1180\",\"type\":\"BoxAnnotation\"},{\"attributes\":{},\"id\":\"1186\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1117\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1146\",\"type\":\"Patch\"},{\"attributes\":{\"fill_color\":\"#4292c6\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1155\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1181\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"axis_label\":\"droplet diameter (\\u00b5m)\",\"formatter\":{\"id\":\"1177\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1122\",\"type\":\"BasicTicker\"}},\"id\":\"1121\",\"type\":\"LinearAxis\"},{\"attributes\":{\"callback\":null},\"id\":\"1115\",\"type\":\"DataRange1d\"},{\"attributes\":{\"fill_color\":\"#2171b5\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1160\",\"type\":\"Patch\"},{\"attributes\":{\"data_source\":{\"id\":\"1164\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1165\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1166\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1168\",\"type\":\"CDSView\"}},\"id\":\"1167\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"overlay\":{\"id\":\"1180\",\"type\":\"BoxAnnotation\"}},\"id\":\"1133\",\"type\":\"BoxZoomTool\"},{\"attributes\":{},\"id\":\"1183\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1119\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1131\",\"type\":\"PanTool\"},{\"attributes\":{},\"id\":\"1190\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1159\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1160\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1161\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1163\",\"type\":\"CDSView\"}},\"id\":\"1162\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1122\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1177\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1191\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1136\",\"type\":\"HelpTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]},\"y\":{\"__ndarray__\":\"AAAAAAAAAABuAKnJE8TGP51BQWc2HPQ/JSmCymQEA0CgdC4OZQgLQO5pzhnc/xFASDXjTtiJFkATwcCkr6caQBx39EyBkh5AVxxW78xeIUDtM2V43n0jQBDpbJjCryVA9tSa8YXnJ0APY105TMApQBUk4fwuzStAeLMuAl3KLUBeJ+mwxvIvQB5ZhSsuvDBAlwdBCdzYMUDmJyunF44yQKS8j5pQmjNAXCRMsHdVNEAJA6J7eUY1QGPNCkUgCjZABq7BzoHQNkCkuDegGYM3QMWQ0412MDhASBpKAj3XOEBn6G707ns5QDDwJEkpMzpA6F2vpLrFOkC/tT4saVE7QBpqoXSfzztASjLgSsRVPEDv3tsMmsM8QChfj7Q8ZT1AW4Quh+SlPUDrAPaVDgk+QGPmIexRWj5AYlbMCp+3PkDDH8+cgCs/QDCpiLTNaT9Aeuzveoq9P0BlqipSewNAQIbdNiz8KkBAJzKATNNCQEBQOOZhPlBAQID5F/Omi0BAPgGMOxSdQEC9x92z765AQATDl6dm0kBAZfnul4XuQEAmBfao8f5AQGvhhcT1E0FAC1RLjo8cQUCVIq+Y4zhBQGm3BkNhPkFATkM3adZIQUBtEiqYplVBQNXwsCHBckFAEFAdm0aCQUC8RhD5t4tBQLgLHVI3hUFAXRFb31aaQUATql0BtapBQIeWxGvNvUFAhtb/pTa+QUD2XCvVHcpBQFC5l9IN20FAcke+UTjOQUCxcjv4aOFBQEwMTXW76UFAdLs9/0nrQUBgEdPRjPJBQEM2CCwM9EFAWhHrOOULQkA/0WtBeAhCQAgwAcmhDkJA2tVZjk0TQkA0Hh6WNgtCQHjCOv6RFEJAolp2aXscQkDnxx66MyNCQGYBckrQMEJAeNiU2yopQkA2MjPI0itCQN8h6JkiPEJAQg5QUJsxQkAwN72Fjz5CQDTrTFI4REJAb24IJWM+QkBwOKAHsEFCQAaESXgBTkJAB+h9HP9VQkCw2UWUalJCQJjI1vEpTEJA2nhanIdVQkBfNvbpuW5CQFE+X1/OYUJAPNnkXQJcQkCZqpRGtF1CQF5vbdX5Y0JAa61HyMdnQkDSYP3IMmVCQIRG3FqBakJAPKGISsxmQkDWU7/pdF5CQMwVPkGTbkJAKwScoxh2QkB0pLIJB3ZCQOTx2yrZdUJAXvvk6ueBQkCXJ6/UYodCQJRSCZPTbEJAsBMelE5cQkAxkVFFAHtCQDaPTNcTiUJAjGTmIMFmQkALxP14QXZCQDaKnE5fikJAyoIHw7J3QkA5hS3nwn9CQJXMvkPUfUJAh9qfxoZ7QkAzRyAxRnBCQBsvrCX/gEJAIvIq/+uJQkA8SuQfJ4VCQOvJbmCTgUJA35AvWpeDQkDsArs4PoZCQKJo3aWedEJAXt2RI8J4QkAKtwoStINCQIfamvkSjUJAvOlGbTKMQkC6IvrZk3dCQAlkSVcjkUJAXtwl66uAQkA0/HXnpYFCQDYKCFBhk0JACDjLzeeOQkCaA75KCYdCQJNNn182lEJAlJgNdU+TQkDCGjvIhJpCQKNPKP/sj0JAHf9Q9CWJQkCKwtmVBpRCQPoSSZUIjkJAtrx5Vv6QQkBLd7JdbJNCQFdWQAvnlUJAa8/U1NGVQkA+LUidwo9CQBRJtV2teUJAVLgQcxycQkAet/G5/IVCQGscfgDioUJAXPa+et2NQkAgB5wuNpVCQF6fgKW0jEJA7ynaJvKjQkAflKdQx5VCQBTRT1DGk0JARHFcmfGNQkDUfiozcJ5CQIpeuMBulUJANd0dRimdQkAGe8zLjodCQMvxGIE5ikJAqoq+14CTQkCAj4vGtolCQLK5veGYi0JAgJDnAt2PQkB2CRKTPpNCQIj+Y/urj0JAr4sc5pWKQkBAVl4k2ZBCQMYVO8M7pUJAuHq9JsGjQkAk4+x2Ip1CQMRcIwJrh0JA+B87CfOtQkAWqRxpjadCQMB4NF1+lEJAMVGzKOuYQkAJ3ZbC4I9CQOu351PImUJAWxh40j+JQkDMjqlHs5lCQKK3uW+FjUJADax/3YekQkCiHmxZmqJCQEZgCkyqkUJAcpE91H+kQkD60aNKKYBCQBx2k4IumUJAdVv7cRaeQkDvlCP6XZtCQCio2PvKi0NAFXUrJ52UQ0DvPhT+g4hDQL2NaNzafENAERnexiWZQ0CK4GFZpodDQKrNH5k2n0NAtA22TEKTQ0DuH/rqFYFDQOJJ9k+5lUNAGV4oUOaFQ0BM2Zq3t4lDQGjv9NV6j0NACEeri7mXQ0BW4ITjRItDQPJdoR4lnUNAdi9kGBeYQ0D0dSzK+YFDQDAYjfbXm0NAbrw/MEWUQ0DQvNs+/JVDQEmVYatfdUNA/cxTKciIQ0DUIwlEMXpDQNxovgo7h0NAgtf3tN2HQ0AYEWGo731DQLSE148njkNArVJ8TiGKQ0BO6/hCEYRDQBNPgoiSfUNAzgu4ml+KQ0BucSryfodDQK0vRVDlnENA7tM1FG+FQ0AWLDnzdYVDQG3GUUZlgENALmfrgBaSQ0AgVK65p4pDQBTpCBYVgUNAHA4dR6B/Q0CW4ZIH1I1DQHgr2/+LeUNACBCrSxuQQ0DMsAae/H1DQAYuVruGfENAJEcEDg2RQ0DUa94SN4dDQPj9olJ2fkNAs6P0XbWLQ0CGiibeZYZDQD8u5Vl+jkNAOcAisdiEQ0DaONOSZoZDQJr5LYHQiENAqqE2lNWAQ0AHYPbC64RDQK9+RQObd0NAuZp3WYCIQ0BnBCfMZIhDQPRC5uGZfENAwx8NGzVvQ0CHFDcLI4tDQEe01VapcUNAL22oYEOCQ0DPUr2f3HNDQAZXTEhHfENASxJgA3ptQ0DfdXGqxoJDQLdBaMwGZUNAaA79CchwQ0DlyUOe8W5DQHLE4U5sb0NAID8CObp7Q0B5s6Vo3nhDQHQetJ/aaUNA0h7lNVx5Q0B3zUKXnW5DQN8GtrDacUNAA6wiuTZwQ0CBbycRG31DQGhunC2OakNA4YDQEPJiQ0CSPdIpeWZDQNKy1LQdb0NA94XjfTdaQ0Aj7/mWlWZDQDf4RNB5dUNAcYDIdw5xQ0Az9y9MRWJDQAzaVF+sYUNAZpLmHLNjQ0AZkB9CfFlDQIAX2Jq4W0NA7NJtoaBcQ0CIHZHXJ09DQM+VeQ42XUNANymaUa5cQ0BcmI4fKl9DQN2zjj/aUENAvKgb/E1KQ0DwbRZI8E9DQPseL/rDXkNA52VggKJGQ0BDWE6RFkZDQODz4TuUQUNAqITO2vhSQ0Aozia0ZEJDQJh0sJsGOENA/o9RhJ4uQ0Av3p6qv0FDQAkVb3QZM0NAZRMuvR8hQ0D7eWpvbzVDQJH2B1v1OENAVzrHikgeQ0BjeGd/mx5DQCqM/cBoGkNAxiL+GY8RQ0D/dkWJIA1DQCTNnC7e/0JAnvNnnwsGQ0DjCjp32xBDQF6fFa2I8EJAJsmpY6oCQ0BQdJ1bcehCQP92/Iwe4EJAmB/TfDvnQkA0ttkOk9ZCQARFp1CP3UJAT7VhpOC6QkB8WC4QENVCQDSDrNHNtUJAQnQy4tm4QkD4/p3zKLBCQBJ21OpEm0JAfCIYDP6RQkAMuy8104RCQE1Q3RXEc0JAZVSBeT12QkC6sjT14GRCQDuYmpPnSEJAkwF8C1U1QkBcIjBEvzJCQHwZI7vNKEJAeQBLnZUOQkCvCtL/Gw9CQOt50wTs9EFAEtxH4XPoQUBpdkunj8dBQPje+/ZlokFA5q5/Ad6QQUBWo5G24nxBQBM4tLhDSEFAnltAbSRIQUA8IRp1qBVBQA/jEi9H8kBAcYCI4ubLQEARmASHrK5AQGTdv4z8iEBAcn0oOsZeQEBCtkcozR5AQED3AH/G8j9APpyV5YGhP0DWyzFxczg/QGpDbrwppD5A2PkW6mg9PkBM3nCVpsg9QPEq7xdxPT1A9iz/uY2sPEDsz/s8Www8QLYM9VlXZTtAV8Wrd9q8OkCyk+oc1y86QDHOut75bDlAFZv6VPWyOEBMi5SdTNc3QL2v9n69IjdA6CTdxWRTNkBSec0/FHE1QEBeT+6NfDRAwgqpPrK3M0D2znHL16kyQM69OFkU3zFAH8ngCjq2MEAG7e9HYqUvQEb39F1Kii1AJtiNHv65K0DnG9iF/GApQPGfeGnpYSdAFnyTeVU7JUAehGfxRzAjQP5Q+ZRGIyFA+mHzbECDHkAFDgdV+FsZQO4grfCmTRVASLlguO47EUDf9pZ3ikIJQOv+dxs3bgBALWIWpBjK7T8=\",\"dtype\":\"float64\",\"shape\":[400]}},\"selected\":{\"id\":\"1188\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1187\",\"type\":\"UnionRenderers\"}},\"id\":\"1159\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[400]}},\"selected\":{\"id\":\"1182\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1181\",\"type\":\"UnionRenderers\"}},\"id\":\"1144\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1149\",\"type\":\"ColumnDataSource\"}},\"id\":\"1153\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1154\",\"type\":\"ColumnDataSource\"}},\"id\":\"1158\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1159\",\"type\":\"ColumnDataSource\"}},\"id\":\"1163\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1164\",\"type\":\"ColumnDataSource\"}},\"id\":\"1168\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1169\",\"type\":\"ColumnDataSource\"}},\"id\":\"1173\",\"type\":\"CDSView\"},{\"attributes\":{\"axis_label\":\"spindle length (\\u00b5m)\",\"formatter\":{\"id\":\"1179\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1127\",\"type\":\"BasicTicker\"}},\"id\":\"1126\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_color\":\"#9ecae1\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1145\",\"type\":\"Patch\"},{\"attributes\":{\"fill_color\":\"#6baed6\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1150\",\"type\":\"Patch\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[200]},\"y\":{\"__ndarray__\":\"AAAAAAAAAAD6YW+sr9bxPw6Kb7rhqAFA/gFMjs15CkAyWHmm0YIRQAh2AWdLjxVAr0lFd054GkCcd0fSE4AeQJCvXySxQiFAopnDeXxCI0DikHtBqmElQOYwEhJLjydAGeqyDBHuKUAVqESMHagrQA3Wy+kbxS1ANoJs6kicL0DskISyIvEwQKyJVX9JsTFAwuydEpG6MkBQvMlKpZEzQC7LInLdjTRA6BQ+P0xWNUA0yhasVTA2QCjB/jIl6TZATh89OEHIN0B4Ew4AR4c4QATlt2OVODlAz0J8jU7GOUAKlNsqnHE6QGb/TzZZJjtAdhvlBTO6O0A+STODAjw8QJ4Co9gL0DxAuiJGiIdGPUA6pXv4M7o9QFnonTJMTD5ALu3tGjCfPkDZnhHuJfQ+QJ5NaUlQVT9ApMiE/EnFP0AUFmWaQwpAQMQ2d9+DMEBAqm8FJBpWQECk2/Zd23dAQBqZmzOenUBA+sG7pPPIQEAqAp87d8lAQAeQBdaI/0BAsFIJYQYLQUBMv0cL8CVBQAIy7WNiRkFAaz+51AFpQUBup7/VGHxBQN6dYBrBjkFALJwaURqdQUA0Jh6X0q9BQB4iqbvfrkFAr2RL/37CQUC19h+7n9JBQG2tWu4S6UFAto51a8wBQkC1zX+8jgFCQMQQgd2yBEJA/TfIovoUQkCgTGn6oyZCQL4OwxmIN0JAvDQYYytCQkDIEjs7Jj5CQLzWLQhiU0JAKz+sgolGQkBUsRaTkFpCQHJf7VJzZEJAwCT4ywhnQkB5Z4AiKWxCQHL6/mLGbEJAdg7l2JyFQkCrMnvQnXtCQCGTIit3hkJAom641V2LQkAiBneKWH5CQL6nDdZnlEJAO9Lh0MyZQkD009F5VKRCQHt9JBslrEJAePF0DsSmQkDpGvY2s7lCQAIpxnPavkJAHLJwleWoQkBwB56TTrBCQJ53Hxvsw0JA5jzmQVy5QkCRzBqsYbZCQGyeOBFIv0JAaS1YQhTXQkAk2Ukj08VCQEd6gEX4x0JA0LtEYhTOQkCvqujIrudCQKZN3X1V20JAVsmUnWfZQkB8y1L6dtVCQDxgN4pc3EJAvmkYdZnfQkACY7XkXOFCQJx7Im2o2kJArnYTnpbhQkDA7xmdGeRCQLex5SoQ5UJAPDKIaFPtQkBpFZjiLO1CQCa/Lx5u6EJAfHWDpGH1QkCyF9FOIP5CQBIlJOeX6EJARvMQAALcQkDSTeqMH/hCQJ/7rqDQ8kJAXtsKAWToQkBN8CpBMvRCQGr9wgYy/EJAG9z1kvbyQkDS+ThT3fJCQMwEdh1c+UJAu9SRg6j5QkCsk+haUfFCQD5SwquH+UJA+vL4npEEQ0AAm3LnwPZCQNQnCOCk9EJAFErvRjb1QkA23U3b2PJCQDxRaWfXA0NAOYZkpIDxQkCKgNbSg/1CQPqsTpru/0JAXMnjUdMFQ0CyAz4CLvdCQLT9i9FoFkNAG53vZrz1QkBEtN8+wgRDQBUGj4MXDkNA8GsJxSQJQ0AgOvcfTPxCQD46C4FCCkNA2VTT0OAFQ0CGGii7KBJDQGRDvBGgC0NA4GK2gRsIQ0DCGZb1WxRDQHLZm8o6EUNAPgffha4HQ0C3fsmCYQJDQIpJ9yj7C0NA8ovOS7oRQ0C+WHMJ+QVDQIS1ZvoTAENAO2cdZh8TQ0DP/nukfgBDQNbkwk9rE0NA1l1gCyoGQ0BrXzodcBBDQGhAOPAQD0NAT+RsipUYQ0Bo6QBWuwtDQKbcYENdBENAaDxEYlcMQ0AcwVmgcBpDQOThEMHGDENARsAEBLoUQ0DapPzP6P1CQDCzRpiRCENAEn8bHEYUQ0BQvcZfahBDQF4h73ZLAkNAZH0MbZEUQ0AeafdP5A1DQJu+7pPWCENAcHqJpYIIQ0DMrkD2FgFDQMioc/XIIkNARPOWuc4TQ0AscSniiR5DQKQEOhYOAUNAxbbyrOUiQ0CGfNd04SpDQH0nddQ2DUNAElR+8RIZQ0Au3CqX+RFDQIIscfrKEENAo+ZKpzIIQ0BCblhA2xpDQCjepM36AkNAAsZDFmUbQ0CqAMfRRiRDQAoIZjgLB0NA6PiTf3khQ0AyYErc//1CQOJUUFytD0NAPhxRpUodQ0DEe/B1bhRDQA==\",\"dtype\":\"float64\",\"shape\":[200]}},\"selected\":{\"id\":\"1190\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1189\",\"type\":\"UnionRenderers\"}},\"id\":\"1164\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1127\",\"type\":\"BasicTicker\"}},\"id\":\"1130\",\"type\":\"Grid\"},{\"attributes\":{\"fill_color\":{\"value\":\"orange\"},\"line_color\":{\"value\":\"orange\"},\"size\":{\"units\":\"screen\",\"value\":2},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1170\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1192\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1134\",\"type\":\"SaveTool\"}],\"root_ids\":[\"1112\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"eedd28f7-5a15-4cb6-a232-2451f79bb5b2\",\"roots\":{\"1112\":\"cf31397d-6d35-4dc8-8365-f76ecc8346b6\"}}];\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": "1112" } }, "output_type": "display_data" } ], "source": [ "p = bebi103.viz.predictive_regression(\n", " samples=samples,\n", " samples_x=d_theor,\n", " data=df[['Droplet Diameter (um)', 'Spindle Length (um)']].values,\n", " x_axis_label='droplet diameter (µm)',\n", " y_axis_label='spindle length (µm)',\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "In this plot, we see that roughly 20% of the data points (there are 670 total points) lie outside the middle 80%, so the model is consistent with the measured data.\n", "\n", "In my view, **this** is not regression results should be plotted, not simple with a \"best fit line\", which does not reveal the full generative model." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Viewing differences\n", "\n", "We may also wish to get a plot of how different the data are from the model. In this case, the median spindle length is subtracted off of all samples such that the median is zero. We also need to subtract it from the data to make a comparison. That means that we have to draw our samples from the generative distribution for values of the droplet diameter that were actually measured." ] }, { "cell_type": "code", "execution_count": 7, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"3d35172d-9d5c-4d96-8c94-67316b8457bf\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1316\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1320\",\"type\":\"Grid\"},{\"id\":\"1325\",\"type\":\"Grid\"}],\"frame_height\":325,\"frame_width\":400,\"left\":[{\"id\":\"1321\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"1342\",\"type\":\"GlyphRenderer\"},{\"id\":\"1347\",\"type\":\"GlyphRenderer\"},{\"id\":\"1352\",\"type\":\"GlyphRenderer\"},{\"id\":\"1357\",\"type\":\"GlyphRenderer\"},{\"id\":\"1362\",\"type\":\"GlyphRenderer\"},{\"id\":\"1367\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1389\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1332\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1308\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1312\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1310\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1314\",\"type\":\"LinearScale\"}},\"id\":\"1307\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1351\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1312\",\"type\":\"LinearScale\"},{\"attributes\":{\"fill_color\":\"#9ecae1\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1340\",\"type\":\"Patch\"},{\"attributes\":{\"source\":{\"id\":\"1344\",\"type\":\"ColumnDataSource\"}},\"id\":\"1348\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[670]},\"y\":{\"__ndarray__\":\"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA=\",\"dtype\":\"float64\",\"shape\":[670]}},\"selected\":{\"id\":\"1404\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1403\",\"type\":\"UnionRenderers\"}},\"id\":\"1359\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"text\":\"\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"12pt\"}},\"id\":\"1389\",\"type\":\"Title\"},{\"attributes\":{},\"id\":\"1327\",\"type\":\"WheelZoomTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]}},\"selected\":{\"id\":\"1396\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1395\",\"type\":\"UnionRenderers\"}},\"id\":\"1339\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1364\",\"type\":\"ColumnDataSource\"}},\"id\":\"1368\",\"type\":\"CDSView\"},{\"attributes\":{\"axis_label\":\"droplet diameter (\\u00b5m)\",\"formatter\":{\"id\":\"1391\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1317\",\"type\":\"BasicTicker\"}},\"id\":\"1316\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"size\":{\"units\":\"screen\",\"value\":2},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1366\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1391\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1405\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1402\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1317\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":\"#2171b5\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1355\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1406\",\"type\":\"Selection\"},{\"attributes\":{\"axis_label\":\"diff. spindle length (\\u00b5m)\",\"formatter\":{\"id\":\"1393\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1322\",\"type\":\"BasicTicker\"}},\"id\":\"1321\",\"type\":\"LinearAxis\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1346\",\"type\":\"Patch\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1394\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"overlay\":{\"id\":\"1394\",\"type\":\"BoxAnnotation\"}},\"id\":\"1328\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"orange\"},\"line_color\":{\"value\":\"orange\"},\"size\":{\"units\":\"screen\",\"value\":2},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1365\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1399\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1359\",\"type\":\"ColumnDataSource\"}},\"id\":\"1363\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1397\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"source\":{\"id\":\"1354\",\"type\":\"ColumnDataSource\"}},\"id\":\"1358\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1393\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1361\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1322\",\"type\":\"BasicTicker\"},{\"attributes\":{\"fill_color\":\"#6baed6\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1345\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1404\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null},\"id\":\"1308\",\"type\":\"DataRange1d\"},{\"attributes\":{\"callback\":null},\"id\":\"1310\",\"type\":\"DataRange1d\"},{\"attributes\":{},\"id\":\"1400\",\"type\":\"Selection\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"mpmZmZkZO0AzMzMzMzM8QGZmZmZmZj1AAAAAAAAAP0AAAAAAAAA/QAAAAAAAgD9AMzMzMzOzP0AAAAAAAABAQAAAAAAAAEBAAAAAAAAAQEBmZmZmZiZAQGZmZmZmpkBAZmZmZmamQEBmZmZmZqZAQAAAAAAAwEBAAAAAAADAQEBmZmZmZuZAQGZmZmZm5kBAAAAAAAAAQUBmZmZmZiZBQGZmZmZmJkFAzczMzMxMQUDNzMzMzExBQGZmZmZmZkFAZmZmZmZmQUDNzMzMzIxBQM3MzMzMjEFAZmZmZmamQUDNzMzMzMxBQGZmZmZm5kFAZmZmZmbmQUBmZmZmZuZBQM3MzMzMDEJAzczMzMwMQkAzMzMzMzNCQM3MzMzMTEJAzczMzMxMQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkDNzMzMzIxCQDMzMzMzs0JAMzMzMzOzQkAzMzMzM7NCQDMzMzMzs0JAzczMzMzMQkDNzMzMzMxCQDMzMzMz80JAMzMzMzPzQkAzMzMzM/NCQDMzMzMz80JAzczMzMwMQ0DNzMzMzAxDQDMzMzMzM0NAMzMzMzMzQ0AzMzMzMzNDQJqZmZmZWUNAmpmZmZlZQ0CamZmZmVlDQJqZmZmZWUNAMzMzMzNzQ0AzMzMzM3NDQDMzMzMzc0NAMzMzMzNzQ0CamZmZmZlDQDMzMzMzs0NAmpmZmZnZQ0CamZmZmdlDQJqZmZmZ2UNAmpmZmZnZQ0AzMzMzM/NDQDMzMzMz80NAmpmZmZkZRECamZmZmRlEQJqZmZmZGURAmpmZmZkZRECamZmZmRlEQDMzMzMzM0RAMzMzMzMzREAzMzMzMzNEQJqZmZmZWURAAAAAAACAREAAAAAAAIBEQJqZmZmZmURAmpmZmZmZRECamZmZmZlEQAAAAAAAwERAAAAAAADAREAAAAAAAMBEQJqZmZmZ2URAmpmZmZnZRECamZmZmdlEQJqZmZmZ2URAMzMzMzPzREAAAAAAAABFQAAAAAAAAEVAAAAAAAAARUDNzMzMzAxFQJqZmZmZGUVAmpmZmZkZRUAzMzMzMzNFQAAAAAAAQEVAAAAAAABARUAAAAAAAEBFQM3MzMzMTEVAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQDMzMzMzc0VAAAAAAACARUAAAAAAAIBFQAAAAAAAgEVAAAAAAACARUDNzMzMzIxFQGZmZmZmpkVAZmZmZmamRUAzMzMzM7NFQAAAAAAAwEVAzczMzMzMRUBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUAAAAAAAABGQAAAAAAAAEZAAAAAAAAARkAAAAAAAABGQAAAAAAAAEZAzczMzMwMRkBmZmZmZiZGQGZmZmZmJkZAZmZmZmYmRkAAAAAAAEBGQAAAAAAAQEZAAAAAAABARkAAAAAAAEBGQAAAAAAAQEZAmpmZmZlZRkBmZmZmZmZGQGZmZmZmZkZAZmZmZmZmRkBmZmZmZmZGQM3MzMzMjEZAzczMzMyMRkDNzMzMzIxGQM3MzMzMjEZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkBmZmZmZuZGQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0AzMzMzM7NHQDMzMzMzs0dAMzMzMzOzR0AzMzMzM7NHQM3MzMzMzEdAzczMzMzMR0DNzMzMzMxHQM3MzMzMzEdAzczMzMzMR0DNzMzMzMxHQDMzMzMz80dAMzMzMzPzR0AzMzMzM/NHQDMzMzMz80dAMzMzMzPzR0DNzMzMzAxIQM3MzMzMDEhAzczMzMwMSEAzMzMzMzNIQDMzMzMzM0hAzczMzMxMSEDNzMzMzExIQDMzMzMzs0hAMzMzMzPzSEAzMzMzM/NIQDMzMzMzM0lAmpmZmZlZSUCamZmZmVlJQDMzMzMzc0lAMzMzMzNzSUAzMzMzM3NJQDMzMzMzc0lAmpmZmZmZSUAAAAAAAMBJQJqZmZmZ2UlAmpmZmZnZSUCamZmZmdlJQJqZmZmZGUpAmpmZmZkZSkAAAAAAAEBKQAAAAAAAQEpAAAAAAABASkAAAAAAAEBKQAAAAAAAQEpAmpmZmZlZSkCamZmZmVlKQJqZmZmZWUpAmpmZmZlZSkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkCamZmZmZlKQJqZmZmZmUpAAAAAAADASkBmZmZmZuZKQGZmZmZm5kpAZmZmZmbmSkAAAAAAAABLQAAAAAAAAEtAAAAAAAAAS0AAAAAAAABLQAAAAAAAAEtAZmZmZmYmS0BmZmZmZiZLQGZmZmZmJktAZmZmZmYmS0AAAAAAAEBLQAAAAAAAQEtAAAAAAABAS0BmZmZmZmZLQGZmZmZmZktAZmZmZmZmS0AAAAAAAIBLQAAAAAAAgEtAZmZmZmamS0BmZmZmZqZLQM3MzMzMzEtAzczMzMzMS0DNzMzMzMxLQM3MzMzMzEtAzczMzMzMS0DNzMzMzMxLQGZmZmZm5ktAZmZmZmbmS0DNzMzMzAxMQGZmZmZmJkxAZmZmZmYmTEDNzMzMzExMQGZmZmZmZkxAZmZmZmZmTEDNzMzMzIxMQM3MzMzMjExAzczMzMyMTEDNzMzMzIxMQGZmZmZmpkxAZmZmZmamTEBmZmZmZqZMQM3MzMzMzExAzczMzMzMTEDNzMzMzMxMQM3MzMzMzExAMzMzMzPzTEAzMzMzM/NMQDMzMzMz80xAzczMzMwMTUDNzMzMzAxNQM3MzMzMDE1AMzMzMzMzTUAzMzMzMzNNQDMzMzMzM01AzczMzMxMTUDNzMzMzExNQM3MzMzMTE1AzczMzMxMTUDNzMzMzExNQDMzMzMzc01AzczMzMyMTUDNzMzMzIxNQM3MzMzMjE1AzczMzMyMTUAzMzMzM7NNQDMzMzMzs01AMzMzMzOzTUDNzMzMzMxNQM3MzMzMzE1AzczMzMzMTUAzMzMzM/NNQJqZmZmZGU5AmpmZmZlZTkCamZmZmVlOQDMzMzMzc05AmpmZmZmZTkCamZmZmZlOQJqZmZmZmU5AAAAAAAAAT0AAAAAAAABPQAAAAAAAAE9AAAAAAAAAT0CamZmZmRlPQJqZmZmZGU9AAAAAAABAT0AAAAAAAEBPQJqZmZmZWU9AmpmZmZlZT0CamZmZmVlPQAAAAAAAgE9AAAAAAACAT0CamZmZmdlPQJqZmZmZ2U9AAAAAAAAAUEAzMzMzMxNQQDMzMzMzE1BAMzMzMzMTUEAzMzMzMxNQQDMzMzMzE1BAAAAAAAAgUEAAAAAAACBQQAAAAAAAIFBAAAAAAAAgUEAAAAAAACBQQAAAAAAAIFBAMzMzMzMzUEAzMzMzMzNQQDMzMzMzM1BAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAMzMzMzNTUEAzMzMzM1NQQDMzMzMzU1BAAAAAAABgUEAAAAAAAGBQQAAAAAAAYFBAAAAAAABgUEAAAAAAAGBQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAAAAAAAIBQQDMzMzMzk1BAMzMzMzOTUEAzMzMzM5NQQDMzMzMzk1BAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQDMzMzMzs1BAMzMzMzOzUEAzMzMzM7NQQDMzMzMzs1BAMzMzMzOzUEAzMzMzM7NQQGZmZmZmxlBAZmZmZmbGUEBmZmZmZsZQQGZmZmZmxlBAZmZmZmbGUEAzMzMzM9NQQDMzMzMz01BAMzMzMzPTUEAzMzMzM9NQQDMzMzMz01BAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQDMzMzMz81BAMzMzMzPzUEAzMzMzM/NQQDMzMzMz81BAMzMzMzPzUEAzMzMzM/NQQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUCamZmZmRlRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQJqZmZmZOVFAmpmZmZk5UUCamZmZmTlRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUCamZmZmblRQJqZmZmZuVFAmpmZmZm5UUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUDNzMzMzMxRQJqZmZmZ2VFAmpmZmZnZUUCamZmZmdlRQJqZmZmZ2VFAmpmZmZnZUUCamZmZmdlRQM3MzMzM7FFAzczMzMzsUUDNzMzMzOxRQM3MzMzM7FFAmpmZmZn5UUCamZmZmflRQJqZmZmZ+VFAzczMzMwMUkDNzMzMzAxSQM3MzMzMDFJAzczMzMwMUkDNzMzMzAxSQM3MzMzMDFJAmpmZmZkZUkCamZmZmRlSQJqZmZmZGVJAmpmZmZkZUkCamZmZmRlSQM3MzMzMLFJAzczMzMwsUkAAAAAAAEBSQAAAAAAAQFJAAAAAAABAUkDNzMzMzExSQM3MzMzMTFJAzczMzMxMUkDNzMzMzExSQM3MzMzMTFJAAAAAAABgUkAAAAAAAGBSQAAAAAAAYFJAAAAAAABgUkAAAAAAAGBSQM3MzMzMbFJAAAAAAACAUkAAAAAAAIBSQAAAAAAAgFJAzczMzMyMUkAAAAAAAKBSQAAAAAAAoFJAMzMzMzOzUkAAAAAAAMBSQDMzMzMz81JAAAAAAAAAU0AAAAAAACBTQDMzMzMzM1NAMzMzMzNTU0AzMzMzM1NTQGZmZmZmZlNAZmZmZmZmU0AzMzMzM7NTQGZmZmZmxlNAmpmZmZkZVEDNzMzMzExUQJqZmZmZeVRAzczMzMyMVECamZmZmZlUQJqZmZmZmVRAAAAAAAAgVUAAAAAAAIBVQGZmZmZmBlZAZmZmZmbmVkCamZmZmflWQAAAAAAAgFdAzczMzMysV0AAAAAAACBYQAAAAAAAIFhAMzMzMzNTWEAAAAAAAGBYQDMzMzMzk1hAmpmZmZkZWUDNzMzMzKxZQJqZmZmZ+VlAmpmZmZl5XEDNzMzMzAxdQM3MzMzMLF1AAAAAAABgXUAAAAAAAMBdQGZmZmZmJl5AZmZmZmZGXkCamZmZmZleQJqZmZmZuV5AZmZmZmbGXkAzMzMzM2NgQJqZmZmZeWFAmpmZmZmJYUCamZmZmalhQAAAAAAAAGRAMzMzMzPDZEDNzMzMzDxnQAAAAAAA0GdAzczMzMysa0DNzMzMzKxrQAAAAAAA0GdAzczMzMw8Z0AzMzMzM8NkQAAAAAAAAGRAmpmZmZmpYUCamZmZmYlhQJqZmZmZeWFAMzMzMzNjYEBmZmZmZsZeQJqZmZmZuV5AmpmZmZmZXkBmZmZmZkZeQGZmZmZmJl5AAAAAAADAXUAAAAAAAGBdQM3MzMzMLF1AzczMzMwMXUCamZmZmXlcQJqZmZmZ+VlAzczMzMysWUCamZmZmRlZQDMzMzMzk1hAAAAAAABgWEAzMzMzM1NYQAAAAAAAIFhAAAAAAAAgWEDNzMzMzKxXQAAAAAAAgFdAmpmZmZn5VkBmZmZmZuZWQGZmZmZmBlZAAAAAAACAVUAAAAAAACBVQJqZmZmZmVRAmpmZmZmZVEDNzMzMzIxUQJqZmZmZeVRAzczMzMxMVECamZmZmRlUQGZmZmZmxlNAMzMzMzOzU0BmZmZmZmZTQGZmZmZmZlNAMzMzMzNTU0AzMzMzM1NTQDMzMzMzM1NAAAAAAAAgU0AAAAAAAABTQDMzMzMz81JAAAAAAADAUkAzMzMzM7NSQAAAAAAAoFJAAAAAAACgUkDNzMzMzIxSQAAAAAAAgFJAAAAAAACAUkAAAAAAAIBSQM3MzMzMbFJAAAAAAABgUkAAAAAAAGBSQAAAAAAAYFJAAAAAAABgUkAAAAAAAGBSQM3MzMzMTFJAzczMzMxMUkDNzMzMzExSQM3MzMzMTFJAzczMzMxMUkAAAAAAAEBSQAAAAAAAQFJAAAAAAABAUkDNzMzMzCxSQM3MzMzMLFJAmpmZmZkZUkCamZmZmRlSQJqZmZmZGVJAmpmZmZkZUkCamZmZmRlSQM3MzMzMDFJAzczMzMwMUkDNzMzMzAxSQM3MzMzMDFJAzczMzMwMUkDNzMzMzAxSQJqZmZmZ+VFAmpmZmZn5UUCamZmZmflRQM3MzMzM7FFAzczMzMzsUUDNzMzMzOxRQM3MzMzM7FFAmpmZmZnZUUCamZmZmdlRQJqZmZmZ2VFAmpmZmZnZUUCamZmZmdlRQJqZmZmZ2VFAzczMzMzMUUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUCamZmZmblRQJqZmZmZuVFAmpmZmZm5UUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAmpmZmZk5UUCamZmZmTlRQJqZmZmZOVFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAmpmZmZkZUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAMzMzMzPzUEAzMzMzM/NQQDMzMzMz81BAMzMzMzPzUEAzMzMzM/NQQDMzMzMz81BAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQDMzMzMz01BAMzMzMzPTUEAzMzMzM9NQQDMzMzMz01BAMzMzMzPTUEBmZmZmZsZQQGZmZmZmxlBAZmZmZmbGUEBmZmZmZsZQQGZmZmZmxlBAMzMzMzOzUEAzMzMzM7NQQDMzMzMzs1BAMzMzMzOzUEAzMzMzM7NQQDMzMzMzs1BAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQDMzMzMzk1BAMzMzMzOTUEAzMzMzM5NQQDMzMzMzk1BAAAAAAACAUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAAAAAAABgUEAAAAAAAGBQQAAAAAAAYFBAAAAAAABgUEAAAAAAAGBQQDMzMzMzU1BAMzMzMzNTUEAzMzMzM1NQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQDMzMzMzM1BAMzMzMzMzUEAzMzMzMzNQQAAAAAAAIFBAAAAAAAAgUEAAAAAAACBQQAAAAAAAIFBAAAAAAAAgUEAAAAAAACBQQDMzMzMzE1BAMzMzMzMTUEAzMzMzMxNQQDMzMzMzE1BAMzMzMzMTUEAAAAAAAABQQJqZmZmZ2U9AmpmZmZnZT0AAAAAAAIBPQAAAAAAAgE9AmpmZmZlZT0CamZmZmVlPQJqZmZmZWU9AAAAAAABAT0AAAAAAAEBPQJqZmZmZGU9AmpmZmZkZT0AAAAAAAABPQAAAAAAAAE9AAAAAAAAAT0AAAAAAAABPQJqZmZmZmU5AmpmZmZmZTkCamZmZmZlOQDMzMzMzc05AmpmZmZlZTkCamZmZmVlOQJqZmZmZGU5AMzMzMzPzTUDNzMzMzMxNQM3MzMzMzE1AzczMzMzMTUAzMzMzM7NNQDMzMzMzs01AMzMzMzOzTUDNzMzMzIxNQM3MzMzMjE1AzczMzMyMTUDNzMzMzIxNQDMzMzMzc01AzczMzMxMTUDNzMzMzExNQM3MzMzMTE1AzczMzMxMTUDNzMzMzExNQDMzMzMzM01AMzMzMzMzTUAzMzMzMzNNQM3MzMzMDE1AzczMzMwMTUDNzMzMzAxNQDMzMzMz80xAMzMzMzPzTEAzMzMzM/NMQM3MzMzMzExAzczMzMzMTEDNzMzMzMxMQM3MzMzMzExAZmZmZmamTEBmZmZmZqZMQGZmZmZmpkxAzczMzMyMTEDNzMzMzIxMQM3MzMzMjExAzczMzMyMTEBmZmZmZmZMQGZmZmZmZkxAzczMzMxMTEBmZmZmZiZMQGZmZmZmJkxAzczMzMwMTEBmZmZmZuZLQGZmZmZm5ktAzczMzMzMS0DNzMzMzMxLQM3MzMzMzEtAzczMzMzMS0DNzMzMzMxLQM3MzMzMzEtAZmZmZmamS0BmZmZmZqZLQAAAAAAAgEtAAAAAAACAS0BmZmZmZmZLQGZmZmZmZktAZmZmZmZmS0AAAAAAAEBLQAAAAAAAQEtAAAAAAABAS0BmZmZmZiZLQGZmZmZmJktAZmZmZmYmS0BmZmZmZiZLQAAAAAAAAEtAAAAAAAAAS0AAAAAAAABLQAAAAAAAAEtAAAAAAAAAS0BmZmZmZuZKQGZmZmZm5kpAZmZmZmbmSkAAAAAAAMBKQJqZmZmZmUpAmpmZmZmZSkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkCamZmZmVlKQJqZmZmZWUpAmpmZmZlZSkCamZmZmVlKQAAAAAAAQEpAAAAAAABASkAAAAAAAEBKQAAAAAAAQEpAAAAAAABASkCamZmZmRlKQJqZmZmZGUpAmpmZmZnZSUCamZmZmdlJQJqZmZmZ2UlAAAAAAADASUCamZmZmZlJQDMzMzMzc0lAMzMzMzNzSUAzMzMzM3NJQDMzMzMzc0lAmpmZmZlZSUCamZmZmVlJQDMzMzMzM0lAMzMzMzPzSEAzMzMzM/NIQDMzMzMzs0hAzczMzMxMSEDNzMzMzExIQDMzMzMzM0hAMzMzMzMzSEDNzMzMzAxIQM3MzMzMDEhAzczMzMwMSEAzMzMzM/NHQDMzMzMz80dAMzMzMzPzR0AzMzMzM/NHQDMzMzMz80dAzczMzMzMR0DNzMzMzMxHQM3MzMzMzEdAzczMzMzMR0DNzMzMzMxHQM3MzMzMzEdAMzMzMzOzR0AzMzMzM7NHQDMzMzMzs0dAMzMzMzOzR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAZmZmZmbmRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQM3MzMzMjEZAzczMzMyMRkDNzMzMzIxGQM3MzMzMjEZAZmZmZmZmRkBmZmZmZmZGQGZmZmZmZkZAZmZmZmZmRkCamZmZmVlGQAAAAAAAQEZAAAAAAABARkAAAAAAAEBGQAAAAAAAQEZAAAAAAABARkBmZmZmZiZGQGZmZmZmJkZAZmZmZmYmRkDNzMzMzAxGQAAAAAAAAEZAAAAAAAAARkAAAAAAAABGQAAAAAAAAEZAAAAAAAAARkBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUDNzMzMzMxFQAAAAAAAwEVAMzMzMzOzRUBmZmZmZqZFQGZmZmZmpkVAzczMzMyMRUAAAAAAAIBFQAAAAAAAgEVAAAAAAACARUAAAAAAAIBFQDMzMzMzc0VAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQM3MzMzMTEVAAAAAAABARUAAAAAAAEBFQAAAAAAAQEVAMzMzMzMzRUCamZmZmRlFQJqZmZmZGUVAzczMzMwMRUAAAAAAAABFQAAAAAAAAEVAAAAAAAAARUAzMzMzM/NEQJqZmZmZ2URAmpmZmZnZRECamZmZmdlEQJqZmZmZ2URAAAAAAADAREAAAAAAAMBEQAAAAAAAwERAmpmZmZmZRECamZmZmZlEQJqZmZmZmURAAAAAAACAREAAAAAAAIBEQJqZmZmZWURAMzMzMzMzREAzMzMzMzNEQDMzMzMzM0RAmpmZmZkZRECamZmZmRlEQJqZmZmZGURAmpmZmZkZRECamZmZmRlEQDMzMzMz80NAMzMzMzPzQ0CamZmZmdlDQJqZmZmZ2UNAmpmZmZnZQ0CamZmZmdlDQDMzMzMzs0NAmpmZmZmZQ0AzMzMzM3NDQDMzMzMzc0NAMzMzMzNzQ0AzMzMzM3NDQJqZmZmZWUNAmpmZmZlZQ0CamZmZmVlDQJqZmZmZWUNAMzMzMzMzQ0AzMzMzMzNDQDMzMzMzM0NAzczMzMwMQ0DNzMzMzAxDQDMzMzMz80JAMzMzMzPzQkAzMzMzM/NCQDMzMzMz80JAzczMzMzMQkDNzMzMzMxCQDMzMzMzs0JAMzMzMzOzQkAzMzMzM7NCQDMzMzMzs0JAzczMzMyMQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkDNzMzMzExCQM3MzMzMTEJAMzMzMzMzQkDNzMzMzAxCQM3MzMzMDEJAZmZmZmbmQUBmZmZmZuZBQGZmZmZm5kFAzczMzMzMQUBmZmZmZqZBQM3MzMzMjEFAzczMzMyMQUBmZmZmZmZBQGZmZmZmZkFAzczMzMxMQUDNzMzMzExBQGZmZmZmJkFAZmZmZmYmQUAAAAAAAABBQGZmZmZm5kBAZmZmZmbmQEAAAAAAAMBAQAAAAAAAwEBAZmZmZmamQEBmZmZmZqZAQGZmZmZmpkBAZmZmZmYmQEAAAAAAAABAQAAAAAAAAEBAAAAAAAAAQEAzMzMzM7M/QAAAAAAAgD9AAAAAAAAAP0AAAAAAAAA/QGZmZmZmZj1AMzMzMzMzPECamZmZmRk7QA==\",\"dtype\":\"float64\",\"shape\":[1340]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]}},\"selected\":{\"id\":\"1398\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1397\",\"type\":\"UnionRenderers\"}},\"id\":\"1344\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1398\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1331\",\"type\":\"HelpTool\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1356\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1329\",\"type\":\"SaveTool\"},{\"attributes\":{\"source\":{\"id\":\"1349\",\"type\":\"ColumnDataSource\"}},\"id\":\"1353\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[670]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[670]}},\"selected\":{\"id\":\"1406\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1405\",\"type\":\"UnionRenderers\"}},\"id\":\"1364\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1314\",\"type\":\"LinearScale\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]}},\"selected\":{\"id\":\"1402\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1401\",\"type\":\"UnionRenderers\"}},\"id\":\"1354\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"source\":{\"id\":\"1339\",\"type\":\"ColumnDataSource\"}},\"id\":\"1343\",\"type\":\"CDSView\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1322\",\"type\":\"BasicTicker\"}},\"id\":\"1325\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"1339\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1340\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1341\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1343\",\"type\":\"CDSView\"}},\"id\":\"1342\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#4292c6\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1350\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1395\",\"type\":\"UnionRenderers\"},{\"attributes\":{},\"id\":\"1326\",\"type\":\"PanTool\"},{\"attributes\":{\"data_source\":{\"id\":\"1359\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1360\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1361\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1363\",\"type\":\"CDSView\"}},\"id\":\"1362\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"data_source\":{\"id\":\"1349\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1350\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1351\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1353\",\"type\":\"CDSView\"}},\"id\":\"1352\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1396\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1364\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1365\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1366\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1368\",\"type\":\"CDSView\"}},\"id\":\"1367\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1401\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"ticker\":{\"id\":\"1317\",\"type\":\"BasicTicker\"}},\"id\":\"1320\",\"type\":\"Grid\"},{\"attributes\":{\"data_source\":{\"id\":\"1354\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1355\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1356\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1358\",\"type\":\"CDSView\"}},\"id\":\"1357\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1330\",\"type\":\"ResetTool\"},{\"attributes\":{\"line_color\":\"#084594\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1360\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1403\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1341\",\"type\":\"Patch\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]}},\"selected\":{\"id\":\"1400\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1399\",\"type\":\"UnionRenderers\"}},\"id\":\"1349\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1326\",\"type\":\"PanTool\"},{\"id\":\"1327\",\"type\":\"WheelZoomTool\"},{\"id\":\"1328\",\"type\":\"BoxZoomTool\"},{\"id\":\"1329\",\"type\":\"SaveTool\"},{\"id\":\"1330\",\"type\":\"ResetTool\"},{\"id\":\"1331\",\"type\":\"HelpTool\"}]},\"id\":\"1332\",\"type\":\"Toolbar\"},{\"attributes\":{\"data_source\":{\"id\":\"1344\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1345\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1346\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1348\",\"type\":\"CDSView\"}},\"id\":\"1347\",\"type\":\"GlyphRenderer\"}],\"root_ids\":[\"1307\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"3d35172d-9d5c-4d96-8c94-67316b8457bf\",\"roots\":{\"1307\":\"77e21d84-5170-436e-8b98-8226fe749f43\"}}];\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": "1307" } }, "output_type": "display_data" } ], "source": [ "samples = sample_spindle(*mle_params, df['Droplet Diameter (um)'].values, size=5000)\n", "\n", "p = bebi103.viz.predictive_regression(\n", " samples=samples,\n", " samples_x=df['Droplet Diameter (um)'].values,\n", " data=df[['Droplet Diameter (um)', 'Spindle Length (um)']].values,\n", " diff=True,\n", " x_axis_label='droplet diameter (µm)',\n", " y_axis_label='diff. spindle length (µm)',\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Importantly, there does not seem to be any systematic way in which the measurements deviate from the model. In other words, whether a data point lies outside the 80% envelope and whether it lies above or below looks independent of droplet diameter." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Graphical assessment of the Normal model\n", "\n", "In the model where the \n", "\n", "As [we have learned](http://bebi103.caltech.edu.s3-website-us-east-1.amazonaws.com/2019a/content/lessons/lesson_08/mle_normal.html), the MLE for the parameters for the Normal model are the same as the plug-in estimates." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [], "source": [ "phi = np.mean(df['Spindle Length (um)'])\n", "sigma = np.std(df['Spindle Length (um)'])" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We can then draw our samples directly out of a Normal distribution with location parameter $\\phi^*$ and scale parameter $\\sigma^*$." ] }, { "cell_type": "code", "execution_count": 9, "metadata": {}, "outputs": [], "source": [ "samples = rg.normal(phi, sigma, size=(5000, len(df)))" ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
\n" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/javascript": [ "(function(root) {\n", " function embed_document(root) {\n", " \n", " var docs_json = {\"3fe4957d-adbe-4fd6-b67d-963204af8228\":{\"roots\":{\"references\":[{\"attributes\":{\"below\":[{\"id\":\"1530\",\"type\":\"LinearAxis\"}],\"center\":[{\"id\":\"1534\",\"type\":\"Grid\"},{\"id\":\"1539\",\"type\":\"Grid\"}],\"frame_height\":325,\"frame_width\":400,\"left\":[{\"id\":\"1535\",\"type\":\"LinearAxis\"}],\"renderers\":[{\"id\":\"1556\",\"type\":\"GlyphRenderer\"},{\"id\":\"1561\",\"type\":\"GlyphRenderer\"},{\"id\":\"1566\",\"type\":\"GlyphRenderer\"},{\"id\":\"1571\",\"type\":\"GlyphRenderer\"},{\"id\":\"1576\",\"type\":\"GlyphRenderer\"},{\"id\":\"1581\",\"type\":\"GlyphRenderer\"}],\"title\":{\"id\":\"1622\",\"type\":\"Title\"},\"toolbar\":{\"id\":\"1546\",\"type\":\"Toolbar\"},\"x_range\":{\"id\":\"1522\",\"type\":\"DataRange1d\"},\"x_scale\":{\"id\":\"1526\",\"type\":\"LinearScale\"},\"y_range\":{\"id\":\"1524\",\"type\":\"DataRange1d\"},\"y_scale\":{\"id\":\"1528\",\"type\":\"LinearScale\"}},\"id\":\"1521\",\"subtype\":\"Figure\",\"type\":\"Plot\"},{\"attributes\":{\"source\":{\"id\":\"1558\",\"type\":\"ColumnDataSource\"}},\"id\":\"1562\",\"type\":\"CDSView\"},{\"attributes\":{\"active_drag\":\"auto\",\"active_inspect\":\"auto\",\"active_multi\":null,\"active_scroll\":\"auto\",\"active_tap\":\"auto\",\"tools\":[{\"id\":\"1540\",\"type\":\"PanTool\"},{\"id\":\"1541\",\"type\":\"WheelZoomTool\"},{\"id\":\"1542\",\"type\":\"BoxZoomTool\"},{\"id\":\"1543\",\"type\":\"SaveTool\"},{\"id\":\"1544\",\"type\":\"ResetTool\"},{\"id\":\"1545\",\"type\":\"HelpTool\"}]},\"id\":\"1546\",\"type\":\"Toolbar\"},{\"attributes\":{},\"id\":\"1536\",\"type\":\"BasicTicker\"},{\"attributes\":{},\"id\":\"1631\",\"type\":\"Selection\"},{\"attributes\":{\"data_source\":{\"id\":\"1563\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1564\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1565\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1567\",\"type\":\"CDSView\"}},\"id\":\"1566\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#9ecae1\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1554\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1560\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1570\",\"type\":\"Patch\"},{\"attributes\":{\"fill_alpha\":{\"value\":0.1},\"fill_color\":{\"value\":\"#1f77b4\"},\"line_alpha\":{\"value\":0.1},\"line_color\":{\"value\":\"#1f77b4\"},\"size\":{\"units\":\"screen\",\"value\":2},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1580\",\"type\":\"Circle\"},{\"attributes\":{\"data_source\":{\"id\":\"1573\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1574\",\"type\":\"Line\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1575\",\"type\":\"Line\"},\"selection_glyph\":null,\"view\":{\"id\":\"1577\",\"type\":\"CDSView\"}},\"id\":\"1576\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1543\",\"type\":\"SaveTool\"},{\"attributes\":{},\"id\":\"1526\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1634\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1553\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1554\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1555\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1557\",\"type\":\"CDSView\"}},\"id\":\"1556\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"fill_color\":\"#6baed6\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1559\",\"type\":\"Patch\"},{\"attributes\":{\"source\":{\"id\":\"1578\",\"type\":\"ColumnDataSource\"}},\"id\":\"1582\",\"type\":\"CDSView\"},{\"attributes\":{\"bottom_units\":\"screen\",\"fill_alpha\":{\"value\":0.5},\"fill_color\":{\"value\":\"lightgrey\"},\"left_units\":\"screen\",\"level\":\"overlay\",\"line_alpha\":{\"value\":1.0},\"line_color\":{\"value\":\"black\"},\"line_dash\":[4,4],\"line_width\":{\"value\":2},\"render_mode\":\"css\",\"right_units\":\"screen\",\"top_units\":\"screen\"},\"id\":\"1627\",\"type\":\"BoxAnnotation\"},{\"attributes\":{\"axis_label\":\"spindle length (\\u00b5m)\",\"formatter\":{\"id\":\"1626\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1536\",\"type\":\"BasicTicker\"}},\"id\":\"1535\",\"type\":\"LinearAxis\"},{\"attributes\":{},\"id\":\"1540\",\"type\":\"PanTool\"},{\"attributes\":{\"line_color\":\"#084594\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1574\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1628\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"text\":\"\",\"text_color\":{\"value\":\"black\"},\"text_font_size\":{\"value\":\"12pt\"}},\"id\":\"1622\",\"type\":\"Title\"},{\"attributes\":{\"fill_color\":\"#2171b5\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1569\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1544\",\"type\":\"ResetTool\"},{\"attributes\":{\"fill_color\":{\"value\":\"orange\"},\"line_color\":{\"value\":\"orange\"},\"size\":{\"units\":\"screen\",\"value\":2},\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1579\",\"type\":\"Circle\"},{\"attributes\":{},\"id\":\"1630\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"data_source\":{\"id\":\"1568\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1569\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1570\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1572\",\"type\":\"CDSView\"}},\"id\":\"1571\",\"type\":\"GlyphRenderer\"},{\"attributes\":{\"source\":{\"id\":\"1573\",\"type\":\"ColumnDataSource\"}},\"id\":\"1577\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]}},\"selected\":{\"id\":\"1629\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1628\",\"type\":\"UnionRenderers\"}},\"id\":\"1553\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1639\",\"type\":\"Selection\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1555\",\"type\":\"Patch\"},{\"attributes\":{\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":2,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1575\",\"type\":\"Line\"},{\"attributes\":{},\"id\":\"1638\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null},\"id\":\"1522\",\"type\":\"DataRange1d\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[670]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[670]}},\"selected\":{\"id\":\"1639\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1638\",\"type\":\"UnionRenderers\"}},\"id\":\"1578\",\"type\":\"ColumnDataSource\"},{\"attributes\":{},\"id\":\"1626\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{\"data_source\":{\"id\":\"1558\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1559\",\"type\":\"Patch\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1560\",\"type\":\"Patch\"},\"selection_glyph\":null,\"view\":{\"id\":\"1562\",\"type\":\"CDSView\"}},\"id\":\"1561\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1632\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"fill_color\":\"#4292c6\",\"line_alpha\":0,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1564\",\"type\":\"Patch\"},{\"attributes\":{},\"id\":\"1528\",\"type\":\"LinearScale\"},{\"attributes\":{},\"id\":\"1624\",\"type\":\"BasicTickFormatter\"},{\"attributes\":{},\"id\":\"1633\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1541\",\"type\":\"WheelZoomTool\"},{\"attributes\":{},\"id\":\"1629\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1637\",\"type\":\"Selection\"},{\"attributes\":{},\"id\":\"1545\",\"type\":\"HelpTool\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]}},\"selected\":{\"id\":\"1631\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1630\",\"type\":\"UnionRenderers\"}},\"id\":\"1558\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"ticker\":{\"id\":\"1531\",\"type\":\"BasicTicker\"}},\"id\":\"1534\",\"type\":\"Grid\"},{\"attributes\":{\"fill_alpha\":0.1,\"fill_color\":\"#1f77b4\",\"line_alpha\":0.1,\"line_color\":\"#1f77b4\",\"line_width\":0,\"x\":{\"field\":\"x\"},\"y\":{\"field\":\"y\"}},\"id\":\"1565\",\"type\":\"Patch\"},{\"attributes\":{\"source\":{\"id\":\"1563\",\"type\":\"ColumnDataSource\"}},\"id\":\"1567\",\"type\":\"CDSView\"},{\"attributes\":{\"source\":{\"id\":\"1568\",\"type\":\"ColumnDataSource\"}},\"id\":\"1572\",\"type\":\"CDSView\"},{\"attributes\":{},\"id\":\"1635\",\"type\":\"Selection\"},{\"attributes\":{\"axis_label\":\"droplet diameter (\\u00b5m)\",\"formatter\":{\"id\":\"1624\",\"type\":\"BasicTickFormatter\"},\"ticker\":{\"id\":\"1531\",\"type\":\"BasicTicker\"}},\"id\":\"1530\",\"type\":\"LinearAxis\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[670]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[670]}},\"selected\":{\"id\":\"1637\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1636\",\"type\":\"UnionRenderers\"}},\"id\":\"1573\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"callback\":null},\"id\":\"1524\",\"type\":\"DataRange1d\"},{\"attributes\":{\"overlay\":{\"id\":\"1627\",\"type\":\"BoxAnnotation\"}},\"id\":\"1542\",\"type\":\"BoxZoomTool\"},{\"attributes\":{\"data_source\":{\"id\":\"1578\",\"type\":\"ColumnDataSource\"},\"glyph\":{\"id\":\"1579\",\"type\":\"Circle\"},\"hover_glyph\":null,\"muted_glyph\":null,\"nonselection_glyph\":{\"id\":\"1580\",\"type\":\"Circle\"},\"selection_glyph\":null,\"view\":{\"id\":\"1582\",\"type\":\"CDSView\"}},\"id\":\"1581\",\"type\":\"GlyphRenderer\"},{\"attributes\":{},\"id\":\"1531\",\"type\":\"BasicTicker\"},{\"attributes\":{\"source\":{\"id\":\"1553\",\"type\":\"ColumnDataSource\"}},\"id\":\"1557\",\"type\":\"CDSView\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"mpmZmZkZO0AzMzMzMzM8QGZmZmZmZj1AAAAAAAAAP0AAAAAAAAA/QAAAAAAAgD9AMzMzMzOzP0AAAAAAAABAQAAAAAAAAEBAAAAAAAAAQEBmZmZmZiZAQGZmZmZmpkBAZmZmZmamQEBmZmZmZqZAQAAAAAAAwEBAAAAAAADAQEBmZmZmZuZAQGZmZmZm5kBAAAAAAAAAQUBmZmZmZiZBQGZmZmZmJkFAzczMzMxMQUDNzMzMzExBQGZmZmZmZkFAZmZmZmZmQUDNzMzMzIxBQM3MzMzMjEFAZmZmZmamQUDNzMzMzMxBQGZmZmZm5kFAZmZmZmbmQUBmZmZmZuZBQM3MzMzMDEJAzczMzMwMQkAzMzMzMzNCQM3MzMzMTEJAzczMzMxMQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkDNzMzMzIxCQDMzMzMzs0JAMzMzMzOzQkAzMzMzM7NCQDMzMzMzs0JAzczMzMzMQkDNzMzMzMxCQDMzMzMz80JAMzMzMzPzQkAzMzMzM/NCQDMzMzMz80JAzczMzMwMQ0DNzMzMzAxDQDMzMzMzM0NAMzMzMzMzQ0AzMzMzMzNDQJqZmZmZWUNAmpmZmZlZQ0CamZmZmVlDQJqZmZmZWUNAMzMzMzNzQ0AzMzMzM3NDQDMzMzMzc0NAMzMzMzNzQ0CamZmZmZlDQDMzMzMzs0NAmpmZmZnZQ0CamZmZmdlDQJqZmZmZ2UNAmpmZmZnZQ0AzMzMzM/NDQDMzMzMz80NAmpmZmZkZRECamZmZmRlEQJqZmZmZGURAmpmZmZkZRECamZmZmRlEQDMzMzMzM0RAMzMzMzMzREAzMzMzMzNEQJqZmZmZWURAAAAAAACAREAAAAAAAIBEQJqZmZmZmURAmpmZmZmZRECamZmZmZlEQAAAAAAAwERAAAAAAADAREAAAAAAAMBEQJqZmZmZ2URAmpmZmZnZRECamZmZmdlEQJqZmZmZ2URAMzMzMzPzREAAAAAAAABFQAAAAAAAAEVAAAAAAAAARUDNzMzMzAxFQJqZmZmZGUVAmpmZmZkZRUAzMzMzMzNFQAAAAAAAQEVAAAAAAABARUAAAAAAAEBFQM3MzMzMTEVAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQDMzMzMzc0VAAAAAAACARUAAAAAAAIBFQAAAAAAAgEVAAAAAAACARUDNzMzMzIxFQGZmZmZmpkVAZmZmZmamRUAzMzMzM7NFQAAAAAAAwEVAzczMzMzMRUBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUAAAAAAAABGQAAAAAAAAEZAAAAAAAAARkAAAAAAAABGQAAAAAAAAEZAzczMzMwMRkBmZmZmZiZGQGZmZmZmJkZAZmZmZmYmRkAAAAAAAEBGQAAAAAAAQEZAAAAAAABARkAAAAAAAEBGQAAAAAAAQEZAmpmZmZlZRkBmZmZmZmZGQGZmZmZmZkZAZmZmZmZmRkBmZmZmZmZGQM3MzMzMjEZAzczMzMyMRkDNzMzMzIxGQM3MzMzMjEZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkBmZmZmZuZGQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0AzMzMzM7NHQDMzMzMzs0dAMzMzMzOzR0AzMzMzM7NHQM3MzMzMzEdAzczMzMzMR0DNzMzMzMxHQM3MzMzMzEdAzczMzMzMR0DNzMzMzMxHQDMzMzMz80dAMzMzMzPzR0AzMzMzM/NHQDMzMzMz80dAMzMzMzPzR0DNzMzMzAxIQM3MzMzMDEhAzczMzMwMSEAzMzMzMzNIQDMzMzMzM0hAzczMzMxMSEDNzMzMzExIQDMzMzMzs0hAMzMzMzPzSEAzMzMzM/NIQDMzMzMzM0lAmpmZmZlZSUCamZmZmVlJQDMzMzMzc0lAMzMzMzNzSUAzMzMzM3NJQDMzMzMzc0lAmpmZmZmZSUAAAAAAAMBJQJqZmZmZ2UlAmpmZmZnZSUCamZmZmdlJQJqZmZmZGUpAmpmZmZkZSkAAAAAAAEBKQAAAAAAAQEpAAAAAAABASkAAAAAAAEBKQAAAAAAAQEpAmpmZmZlZSkCamZmZmVlKQJqZmZmZWUpAmpmZmZlZSkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkCamZmZmZlKQJqZmZmZmUpAAAAAAADASkBmZmZmZuZKQGZmZmZm5kpAZmZmZmbmSkAAAAAAAABLQAAAAAAAAEtAAAAAAAAAS0AAAAAAAABLQAAAAAAAAEtAZmZmZmYmS0BmZmZmZiZLQGZmZmZmJktAZmZmZmYmS0AAAAAAAEBLQAAAAAAAQEtAAAAAAABAS0BmZmZmZmZLQGZmZmZmZktAZmZmZmZmS0AAAAAAAIBLQAAAAAAAgEtAZmZmZmamS0BmZmZmZqZLQM3MzMzMzEtAzczMzMzMS0DNzMzMzMxLQM3MzMzMzEtAzczMzMzMS0DNzMzMzMxLQGZmZmZm5ktAZmZmZmbmS0DNzMzMzAxMQGZmZmZmJkxAZmZmZmYmTEDNzMzMzExMQGZmZmZmZkxAZmZmZmZmTEDNzMzMzIxMQM3MzMzMjExAzczMzMyMTEDNzMzMzIxMQGZmZmZmpkxAZmZmZmamTEBmZmZmZqZMQM3MzMzMzExAzczMzMzMTEDNzMzMzMxMQM3MzMzMzExAMzMzMzPzTEAzMzMzM/NMQDMzMzMz80xAzczMzMwMTUDNzMzMzAxNQM3MzMzMDE1AMzMzMzMzTUAzMzMzMzNNQDMzMzMzM01AzczMzMxMTUDNzMzMzExNQM3MzMzMTE1AzczMzMxMTUDNzMzMzExNQDMzMzMzc01AzczMzMyMTUDNzMzMzIxNQM3MzMzMjE1AzczMzMyMTUAzMzMzM7NNQDMzMzMzs01AMzMzMzOzTUDNzMzMzMxNQM3MzMzMzE1AzczMzMzMTUAzMzMzM/NNQJqZmZmZGU5AmpmZmZlZTkCamZmZmVlOQDMzMzMzc05AmpmZmZmZTkCamZmZmZlOQJqZmZmZmU5AAAAAAAAAT0AAAAAAAABPQAAAAAAAAE9AAAAAAAAAT0CamZmZmRlPQJqZmZmZGU9AAAAAAABAT0AAAAAAAEBPQJqZmZmZWU9AmpmZmZlZT0CamZmZmVlPQAAAAAAAgE9AAAAAAACAT0CamZmZmdlPQJqZmZmZ2U9AAAAAAAAAUEAzMzMzMxNQQDMzMzMzE1BAMzMzMzMTUEAzMzMzMxNQQDMzMzMzE1BAAAAAAAAgUEAAAAAAACBQQAAAAAAAIFBAAAAAAAAgUEAAAAAAACBQQAAAAAAAIFBAMzMzMzMzUEAzMzMzMzNQQDMzMzMzM1BAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAMzMzMzNTUEAzMzMzM1NQQDMzMzMzU1BAAAAAAABgUEAAAAAAAGBQQAAAAAAAYFBAAAAAAABgUEAAAAAAAGBQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAAAAAAAIBQQDMzMzMzk1BAMzMzMzOTUEAzMzMzM5NQQDMzMzMzk1BAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQDMzMzMzs1BAMzMzMzOzUEAzMzMzM7NQQDMzMzMzs1BAMzMzMzOzUEAzMzMzM7NQQGZmZmZmxlBAZmZmZmbGUEBmZmZmZsZQQGZmZmZmxlBAZmZmZmbGUEAzMzMzM9NQQDMzMzMz01BAMzMzMzPTUEAzMzMzM9NQQDMzMzMz01BAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQDMzMzMz81BAMzMzMzPzUEAzMzMzM/NQQDMzMzMz81BAMzMzMzPzUEAzMzMzM/NQQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUCamZmZmRlRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQJqZmZmZOVFAmpmZmZk5UUCamZmZmTlRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUCamZmZmblRQJqZmZmZuVFAmpmZmZm5UUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUDNzMzMzMxRQJqZmZmZ2VFAmpmZmZnZUUCamZmZmdlRQJqZmZmZ2VFAmpmZmZnZUUCamZmZmdlRQM3MzMzM7FFAzczMzMzsUUDNzMzMzOxRQM3MzMzM7FFAmpmZmZn5UUCamZmZmflRQJqZmZmZ+VFAzczMzMwMUkDNzMzMzAxSQM3MzMzMDFJAzczMzMwMUkDNzMzMzAxSQM3MzMzMDFJAmpmZmZkZUkCamZmZmRlSQJqZmZmZGVJAmpmZmZkZUkCamZmZmRlSQM3MzMzMLFJAzczMzMwsUkAAAAAAAEBSQAAAAAAAQFJAAAAAAABAUkDNzMzMzExSQM3MzMzMTFJAzczMzMxMUkDNzMzMzExSQM3MzMzMTFJAAAAAAABgUkAAAAAAAGBSQAAAAAAAYFJAAAAAAABgUkAAAAAAAGBSQM3MzMzMbFJAAAAAAACAUkAAAAAAAIBSQAAAAAAAgFJAzczMzMyMUkAAAAAAAKBSQAAAAAAAoFJAMzMzMzOzUkAAAAAAAMBSQDMzMzMz81JAAAAAAAAAU0AAAAAAACBTQDMzMzMzM1NAMzMzMzNTU0AzMzMzM1NTQGZmZmZmZlNAZmZmZmZmU0AzMzMzM7NTQGZmZmZmxlNAmpmZmZkZVEDNzMzMzExUQJqZmZmZeVRAzczMzMyMVECamZmZmZlUQJqZmZmZmVRAAAAAAAAgVUAAAAAAAIBVQGZmZmZmBlZAZmZmZmbmVkCamZmZmflWQAAAAAAAgFdAzczMzMysV0AAAAAAACBYQAAAAAAAIFhAMzMzMzNTWEAAAAAAAGBYQDMzMzMzk1hAmpmZmZkZWUDNzMzMzKxZQJqZmZmZ+VlAmpmZmZl5XEDNzMzMzAxdQM3MzMzMLF1AAAAAAABgXUAAAAAAAMBdQGZmZmZmJl5AZmZmZmZGXkCamZmZmZleQJqZmZmZuV5AZmZmZmbGXkAzMzMzM2NgQJqZmZmZeWFAmpmZmZmJYUCamZmZmalhQAAAAAAAAGRAMzMzMzPDZEDNzMzMzDxnQAAAAAAA0GdAzczMzMysa0DNzMzMzKxrQAAAAAAA0GdAzczMzMw8Z0AzMzMzM8NkQAAAAAAAAGRAmpmZmZmpYUCamZmZmYlhQJqZmZmZeWFAMzMzMzNjYEBmZmZmZsZeQJqZmZmZuV5AmpmZmZmZXkBmZmZmZkZeQGZmZmZmJl5AAAAAAADAXUAAAAAAAGBdQM3MzMzMLF1AzczMzMwMXUCamZmZmXlcQJqZmZmZ+VlAzczMzMysWUCamZmZmRlZQDMzMzMzk1hAAAAAAABgWEAzMzMzM1NYQAAAAAAAIFhAAAAAAAAgWEDNzMzMzKxXQAAAAAAAgFdAmpmZmZn5VkBmZmZmZuZWQGZmZmZmBlZAAAAAAACAVUAAAAAAACBVQJqZmZmZmVRAmpmZmZmZVEDNzMzMzIxUQJqZmZmZeVRAzczMzMxMVECamZmZmRlUQGZmZmZmxlNAMzMzMzOzU0BmZmZmZmZTQGZmZmZmZlNAMzMzMzNTU0AzMzMzM1NTQDMzMzMzM1NAAAAAAAAgU0AAAAAAAABTQDMzMzMz81JAAAAAAADAUkAzMzMzM7NSQAAAAAAAoFJAAAAAAACgUkDNzMzMzIxSQAAAAAAAgFJAAAAAAACAUkAAAAAAAIBSQM3MzMzMbFJAAAAAAABgUkAAAAAAAGBSQAAAAAAAYFJAAAAAAABgUkAAAAAAAGBSQM3MzMzMTFJAzczMzMxMUkDNzMzMzExSQM3MzMzMTFJAzczMzMxMUkAAAAAAAEBSQAAAAAAAQFJAAAAAAABAUkDNzMzMzCxSQM3MzMzMLFJAmpmZmZkZUkCamZmZmRlSQJqZmZmZGVJAmpmZmZkZUkCamZmZmRlSQM3MzMzMDFJAzczMzMwMUkDNzMzMzAxSQM3MzMzMDFJAzczMzMwMUkDNzMzMzAxSQJqZmZmZ+VFAmpmZmZn5UUCamZmZmflRQM3MzMzM7FFAzczMzMzsUUDNzMzMzOxRQM3MzMzM7FFAmpmZmZnZUUCamZmZmdlRQJqZmZmZ2VFAmpmZmZnZUUCamZmZmdlRQJqZmZmZ2VFAzczMzMzMUUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUDNzMzMzMxRQM3MzMzMzFFAzczMzMzMUUCamZmZmblRQJqZmZmZuVFAmpmZmZm5UUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAzczMzMysUUDNzMzMzKxRQM3MzMzMrFFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQJqZmZmZmVFAmpmZmZmZUUCamZmZmZlRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUBmZmZmZoZRQGZmZmZmhlFAZmZmZmaGUUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUCamZmZmXlRQJqZmZmZeVFAmpmZmZl5UUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQGZmZmZmZlFAZmZmZmZmUUBmZmZmZmZRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQJqZmZmZWVFAmpmZmZlZUUCamZmZmVlRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAZmZmZmZGUUBmZmZmZkZRQGZmZmZmRlFAmpmZmZk5UUCamZmZmTlRQJqZmZmZOVFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAZmZmZmYmUUBmZmZmZiZRQGZmZmZmJlFAmpmZmZkZUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUCamZmZmRlRQJqZmZmZGVFAmpmZmZkZUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAZmZmZmYGUUBmZmZmZgZRQGZmZmZmBlFAMzMzMzPzUEAzMzMzM/NQQDMzMzMz81BAMzMzMzPzUEAzMzMzM/NQQDMzMzMz81BAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQGZmZmZm5lBAZmZmZmbmUEBmZmZmZuZQQDMzMzMz01BAMzMzMzPTUEAzMzMzM9NQQDMzMzMz01BAMzMzMzPTUEBmZmZmZsZQQGZmZmZmxlBAZmZmZmbGUEBmZmZmZsZQQGZmZmZmxlBAMzMzMzOzUEAzMzMzM7NQQDMzMzMzs1BAMzMzMzOzUEAzMzMzM7NQQDMzMzMzs1BAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQGZmZmZmplBAZmZmZmamUEBmZmZmZqZQQDMzMzMzk1BAMzMzMzOTUEAzMzMzM5NQQDMzMzMzk1BAAAAAAACAUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAAAAAAAIBQQAAAAAAAgFBAAAAAAACAUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAMzMzMzNzUEAzMzMzM3NQQDMzMzMzc1BAAAAAAABgUEAAAAAAAGBQQAAAAAAAYFBAAAAAAABgUEAAAAAAAGBQQDMzMzMzU1BAMzMzMzNTUEAzMzMzM1NQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQAAAAAAAQFBAAAAAAABAUEAAAAAAAEBQQDMzMzMzM1BAMzMzMzMzUEAzMzMzMzNQQAAAAAAAIFBAAAAAAAAgUEAAAAAAACBQQAAAAAAAIFBAAAAAAAAgUEAAAAAAACBQQDMzMzMzE1BAMzMzMzMTUEAzMzMzMxNQQDMzMzMzE1BAMzMzMzMTUEAAAAAAAABQQJqZmZmZ2U9AmpmZmZnZT0AAAAAAAIBPQAAAAAAAgE9AmpmZmZlZT0CamZmZmVlPQJqZmZmZWU9AAAAAAABAT0AAAAAAAEBPQJqZmZmZGU9AmpmZmZkZT0AAAAAAAABPQAAAAAAAAE9AAAAAAAAAT0AAAAAAAABPQJqZmZmZmU5AmpmZmZmZTkCamZmZmZlOQDMzMzMzc05AmpmZmZlZTkCamZmZmVlOQJqZmZmZGU5AMzMzMzPzTUDNzMzMzMxNQM3MzMzMzE1AzczMzMzMTUAzMzMzM7NNQDMzMzMzs01AMzMzMzOzTUDNzMzMzIxNQM3MzMzMjE1AzczMzMyMTUDNzMzMzIxNQDMzMzMzc01AzczMzMxMTUDNzMzMzExNQM3MzMzMTE1AzczMzMxMTUDNzMzMzExNQDMzMzMzM01AMzMzMzMzTUAzMzMzMzNNQM3MzMzMDE1AzczMzMwMTUDNzMzMzAxNQDMzMzMz80xAMzMzMzPzTEAzMzMzM/NMQM3MzMzMzExAzczMzMzMTEDNzMzMzMxMQM3MzMzMzExAZmZmZmamTEBmZmZmZqZMQGZmZmZmpkxAzczMzMyMTEDNzMzMzIxMQM3MzMzMjExAzczMzMyMTEBmZmZmZmZMQGZmZmZmZkxAzczMzMxMTEBmZmZmZiZMQGZmZmZmJkxAzczMzMwMTEBmZmZmZuZLQGZmZmZm5ktAzczMzMzMS0DNzMzMzMxLQM3MzMzMzEtAzczMzMzMS0DNzMzMzMxLQM3MzMzMzEtAZmZmZmamS0BmZmZmZqZLQAAAAAAAgEtAAAAAAACAS0BmZmZmZmZLQGZmZmZmZktAZmZmZmZmS0AAAAAAAEBLQAAAAAAAQEtAAAAAAABAS0BmZmZmZiZLQGZmZmZmJktAZmZmZmYmS0BmZmZmZiZLQAAAAAAAAEtAAAAAAAAAS0AAAAAAAABLQAAAAAAAAEtAAAAAAAAAS0BmZmZmZuZKQGZmZmZm5kpAZmZmZmbmSkAAAAAAAMBKQJqZmZmZmUpAmpmZmZmZSkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkAAAAAAAIBKQAAAAAAAgEpAAAAAAACASkCamZmZmVlKQJqZmZmZWUpAmpmZmZlZSkCamZmZmVlKQAAAAAAAQEpAAAAAAABASkAAAAAAAEBKQAAAAAAAQEpAAAAAAABASkCamZmZmRlKQJqZmZmZGUpAmpmZmZnZSUCamZmZmdlJQJqZmZmZ2UlAAAAAAADASUCamZmZmZlJQDMzMzMzc0lAMzMzMzNzSUAzMzMzM3NJQDMzMzMzc0lAmpmZmZlZSUCamZmZmVlJQDMzMzMzM0lAMzMzMzPzSEAzMzMzM/NIQDMzMzMzs0hAzczMzMxMSEDNzMzMzExIQDMzMzMzM0hAMzMzMzMzSEDNzMzMzAxIQM3MzMzMDEhAzczMzMwMSEAzMzMzM/NHQDMzMzMz80dAMzMzMzPzR0AzMzMzM/NHQDMzMzMz80dAzczMzMzMR0DNzMzMzMxHQM3MzMzMzEdAzczMzMzMR0DNzMzMzMxHQM3MzMzMzEdAMzMzMzOzR0AzMzMzM7NHQDMzMzMzs0dAMzMzMzOzR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQM3MzMzMjEdAzczMzMyMR0DNzMzMzIxHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQGZmZmZmZkdAZmZmZmZmR0BmZmZmZmZHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAzczMzMxMR0DNzMzMzExHQM3MzMzMTEdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAZmZmZmYmR0BmZmZmZiZHQGZmZmZmJkdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAzczMzMwMR0DNzMzMzAxHQM3MzMzMDEdAZmZmZmbmRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkBmZmZmZuZGQGZmZmZm5kZAZmZmZmbmRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkDNzMzMzMxGQM3MzMzMzEZAzczMzMzMRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQGZmZmZmpkZAZmZmZmamRkBmZmZmZqZGQM3MzMzMjEZAzczMzMyMRkDNzMzMzIxGQM3MzMzMjEZAZmZmZmZmRkBmZmZmZmZGQGZmZmZmZkZAZmZmZmZmRkCamZmZmVlGQAAAAAAAQEZAAAAAAABARkAAAAAAAEBGQAAAAAAAQEZAAAAAAABARkBmZmZmZiZGQGZmZmZmJkZAZmZmZmYmRkDNzMzMzAxGQAAAAAAAAEZAAAAAAAAARkAAAAAAAABGQAAAAAAAAEZAAAAAAAAARkBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUBmZmZmZuZFQGZmZmZm5kVAZmZmZmbmRUDNzMzMzMxFQAAAAAAAwEVAMzMzMzOzRUBmZmZmZqZFQGZmZmZmpkVAzczMzMyMRUAAAAAAAIBFQAAAAAAAgEVAAAAAAACARUAAAAAAAIBFQDMzMzMzc0VAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQGZmZmZmZkVAZmZmZmZmRUBmZmZmZmZFQM3MzMzMTEVAAAAAAABARUAAAAAAAEBFQAAAAAAAQEVAMzMzMzMzRUCamZmZmRlFQJqZmZmZGUVAzczMzMwMRUAAAAAAAABFQAAAAAAAAEVAAAAAAAAARUAzMzMzM/NEQJqZmZmZ2URAmpmZmZnZRECamZmZmdlEQJqZmZmZ2URAAAAAAADAREAAAAAAAMBEQAAAAAAAwERAmpmZmZmZRECamZmZmZlEQJqZmZmZmURAAAAAAACAREAAAAAAAIBEQJqZmZmZWURAMzMzMzMzREAzMzMzMzNEQDMzMzMzM0RAmpmZmZkZRECamZmZmRlEQJqZmZmZGURAmpmZmZkZRECamZmZmRlEQDMzMzMz80NAMzMzMzPzQ0CamZmZmdlDQJqZmZmZ2UNAmpmZmZnZQ0CamZmZmdlDQDMzMzMzs0NAmpmZmZmZQ0AzMzMzM3NDQDMzMzMzc0NAMzMzMzNzQ0AzMzMzM3NDQJqZmZmZWUNAmpmZmZlZQ0CamZmZmVlDQJqZmZmZWUNAMzMzMzMzQ0AzMzMzMzNDQDMzMzMzM0NAzczMzMwMQ0DNzMzMzAxDQDMzMzMz80JAMzMzMzPzQkAzMzMzM/NCQDMzMzMz80JAzczMzMzMQkDNzMzMzMxCQDMzMzMzs0JAMzMzMzOzQkAzMzMzM7NCQDMzMzMzs0JAzczMzMyMQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkAzMzMzM3NCQDMzMzMzc0JAMzMzMzNzQkDNzMzMzExCQM3MzMzMTEJAMzMzMzMzQkDNzMzMzAxCQM3MzMzMDEJAZmZmZmbmQUBmZmZmZuZBQGZmZmZm5kFAzczMzMzMQUBmZmZmZqZBQM3MzMzMjEFAzczMzMyMQUBmZmZmZmZBQGZmZmZmZkFAzczMzMxMQUDNzMzMzExBQGZmZmZmJkFAZmZmZmYmQUAAAAAAAABBQGZmZmZm5kBAZmZmZmbmQEAAAAAAAMBAQAAAAAAAwEBAZmZmZmamQEBmZmZmZqZAQGZmZmZmpkBAZmZmZmYmQEAAAAAAAABAQAAAAAAAAEBAAAAAAAAAQEAzMzMzM7M/QAAAAAAAgD9AAAAAAAAAP0AAAAAAAAA/QGZmZmZmZj1AMzMzMzMzPECamZmZmRk7QA==\",\"dtype\":\"float64\",\"shape\":[1340]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]}},\"selected\":{\"id\":\"1635\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1634\",\"type\":\"UnionRenderers\"}},\"id\":\"1568\",\"type\":\"ColumnDataSource\"},{\"attributes\":{\"dimension\":1,\"ticker\":{\"id\":\"1536\",\"type\":\"BasicTicker\"}},\"id\":\"1539\",\"type\":\"Grid\"},{\"attributes\":{},\"id\":\"1636\",\"type\":\"UnionRenderers\"},{\"attributes\":{\"callback\":null,\"data\":{\"x\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]},\"y\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[1340]}},\"selected\":{\"id\":\"1633\",\"type\":\"Selection\"},\"selection_policy\":{\"id\":\"1632\",\"type\":\"UnionRenderers\"}},\"id\":\"1563\",\"type\":\"ColumnDataSource\"}],\"root_ids\":[\"1521\"]},\"title\":\"Bokeh Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"3fe4957d-adbe-4fd6-b67d-963204af8228\",\"roots\":{\"1521\":\"58b19b59-440a-4f77-ae4a-e7b2e8246248\"}}];\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": "1521" } }, "output_type": "display_data" } ], "source": [ "p = bebi103.viz.predictive_regression(\n", " samples=samples,\n", " samples_x=df['Droplet Diameter (um)'].values,\n", " data=df[['Droplet Diameter (um)', 'Spindle Length (um)']].values,\n", " x_axis_label='droplet diameter (µm)',\n", " y_axis_label='spindle length (µm)',\n", ")\n", "\n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Again, only about 20% of the data points lie outside the 80% envelope. However, the data points tend to fall below the 80% envelope only for small droplet diameters and above only for large droplet diameters." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## General method of graphical predictive model assessment\n", "\n", "When using both predictive ECDFs and predictive regression curves, we did the same procedure, which you can imagine generalizing.\n", "\n", "1. Compute the MLE of the parameters for the generative model in question.\n", "2. Use the MLE to parametrize the model and generate many data sets out of the model.\n", "3. Make a plot showing percentile regions of the generated data sets.\n", "4. Overlay the measured data set.\n", "5. Evaluate how many of the measured data points lie outside the percentile regions of the generated data sets.\n", "\n", "Predictive ECDFs and regression curves are just two (often used) examples of this prescription, and you can develop your own as is useful for the model and data set you are working with." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Computing environment" ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPython 3.7.5\n", "IPython 7.9.0\n", "\n", "numpy 1.17.4\n", "pandas 0.24.2\n", "scipy 1.3.1\n", "bokeh 1.4.0\n", "bokeh_catplot 0.1.6\n", "bebi103 0.0.45\n", "jupyterlab 1.2.3\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -v -p numpy,pandas,scipy,bokeh,bokeh_catplot,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 }