{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Parameter estimation with Markov chain Monte Carlo\n", "\n", "**[Data set download](https://s3.amazonaws.com/bebi103.caltech.edu/data/singer_transcript_counts.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? 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\\n\"+\n", " \"

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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 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t=e,n=(r=a)[0],o=r[1],void(!(n in t)&&o in t&&(t[n]=t[o],3===r.length&&(t[n]=r[2](t[n]))));var t,r,n,o}),e.long0||!e.longc||\"Albers_Conic_Equal_Area\"!==e.projName&&\"Lambert_Azimuthal_Equal_Area\"!==e.projName||(e.long0=e.longc),e.lat_ts||!e.lat1||\"Stereographic_South_Pole\"!==e.projName&&\"Polar Stereographic (variant B)\"!==e.projName||(e.lat0=i(e.lat1>0?90:-90),e.lat_ts=e.lat1)}(_.output),n(a,_.output)}},\n", " function _(n,r,i){r.exports=function(n,r){var i,o;if(n=n||{},!r)return n;for(o in r)void 0!==(i=r[o])&&(n[o]=i);return n}},\n", " function _(n,o,t){var r=[n(144),n(150)],e={},a=[];function i(n,o){var t=a.length;return n.names?(a[t]=n,n.names.forEach(function(n){e[n.toLowerCase()]=t}),this):(console.log(o),!0)}t.add=i,t.get=function(n){if(!n)return!1;var o=n.toLowerCase();return void 0!==e[o]&&a[e[o]]?a[e[o]]:void 0},t.start=function(){r.forEach(i)}},\n", " function _(t,s,i){var h=t(145),a=Math.PI/2,e=57.29577951308232,r=t(146),n=Math.PI/4,l=t(148),o=t(149);i.init=function(){var t=this.b/this.a;this.es=1-t*t,\"x0\"in this||(this.x0=0),\"y0\"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=h(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var s,i,h=t.x,o=t.y;if(o*e>90&&o*e<-90&&h*e>180&&h*e<-180)return null;if(Math.abs(Math.abs(o)-a)<=1e-10)return null;if(this.sphere)s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0+this.a*this.k0*Math.log(Math.tan(n+.5*o));else{var M=Math.sin(o),u=l(this.e,o,M);s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0-this.a*this.k0*Math.log(u)}return t.x=s,t.y=i,t},i.inverse=function(t){var s,i,h=t.x-this.x0,e=t.y-this.y0;if(this.sphere)i=a-2*Math.atan(Math.exp(-e/(this.a*this.k0)));else{var n=Math.exp(-e/(this.a*this.k0));if(-9999===(i=o(this.e,n)))return null}return s=r(this.long0+h/(this.a*this.k0)),t.x=s,t.y=i,t},i.names=[\"Mercator\",\"Popular Visualisation Pseudo Mercator\",\"Mercator_1SP\",\"Mercator_Auxiliary_Sphere\",\"merc\"]},\n", " function _(t,n,r){n.exports=function(t,n,r){var o=t*n;return r/Math.sqrt(1-o*o)}},\n", " function _(t,n,a){var r=2*Math.PI,o=t(147);n.exports=function(t){return Math.abs(t)<=3.14159265359?t:t-o(t)*r}},\n", " function _(n,t,o){t.exports=function(n){return n<0?-1:1}},\n", " function _(t,a,n){var r=Math.PI/2;a.exports=function(t,a,n){var o=t*n,h=.5*t;return o=Math.pow((1-o)/(1+o),h),Math.tan(.5*(r-a))/o}},\n", " function _(a,t,n){var r=Math.PI/2;t.exports=function(a,t){for(var n,h,M=.5*a,o=r-2*Math.atan(t),e=0;e<=15;e++)if(n=a*Math.sin(o),o+=h=r-2*Math.atan(t*Math.pow((1-n)/(1+n),M))-o,Math.abs(h)<=1e-10)return o;return-9999}},\n", " function _(n,i,t){function e(n){return n}t.init=function(){},t.forward=e,t.inverse=e,t.names=[\"longlat\",\"identity\"]},\n", " function _(r,e,t){var 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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 & 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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 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function _(t,e,i){var n=t(113),r=t(204),a=t(259),_=t(260),c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.interval=_.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,i,n){var r=_.last_year_no_later_than(new Date(t)).getUTCFullYear(),a=_.last_year_no_later_than(new Date(e)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,a,i,n).major.map(function(t){return Date.UTC(t,0,1)}).filter(function(i){return t<=i&&i<=e}),minor:[]}},e}(a.SingleIntervalTicker);i.YearsTicker=c,c.__name__=\"YearsTicker\"},\n", " function _(i,n,t){var e=i(113),o=i(243),r=i(248),u=i(264),s=i(265),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(o.AxisView);t.LogAxisView=_,_.__name__=\"LogAxisView\";var c=function(i){function n(n){return i.call(this,n)||this}return 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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 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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 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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 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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": [ ":Points [alpha,b] (beta_)" ] }, "execution_count": 7, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "1460" } }, "output_type": "execute_result" } ], "source": [ "hv.Points(\n", " data=df_mcmc,\n", " kdims=[('alpha', 'α'), 'b']\n", ").opts(\n", " alpha=0.2,\n", " size=2,\n", ")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We see very strong correlation between $\\alpha$ and $b$. This does not necessarily mean that they depend on each other. Rather, it means that our degree of belief about their values depends on both in a correlated way. The measurements we made cannot effectively separate the effects of $\\alpha$ and $b$ on the transcript counts." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Marginalizing the posterior\n", "\n", "We can also plot the marginalized distributions. Remember that the marginalized distributions properly take into account the effects of the other variable, including the strong correlation I just mentioned. To obtain the marginalized distribution, we simply ignore the other distribution. It is convenient to look at the marginalized distributions as ECDFs." ] }, { "cell_type": "code", "execution_count": 8, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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\",\"dtype\":\"float64\",\"shape\":[4000]},\"b\":{\"__ndarray__\":\"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\",\"dtype\":\"float64\",\"shape\":[4000]},\"b\":{\"__ndarray__\":\"PE7RkVxeMED5MeauJdQwQJXUCWgiHDBAq8/VVuyfMUBg5dAi20kxQGDl0CLbSTFAPL1SliEOLkBWfa62Yv8tQM6qz9VWbC1AnMQgsHJILUDP91PjpZstQDm0yHa+Xy5AnKIjufxXMEBtVn2utqIwQPXb14FzljBAS1mGONalMEAKaCJseNovQC6QoPgxRi9ARwN4CySoLkB88rBQayowQBPyQc9mZTFARiV1AppILkCEDU+vlFU0QP32deCcgTRAWKg1zTueNEB6Nqs+V3s2QPOOU3QktzZA8IXJVMGIM0CjkjoBTZQzQNuK/WX3lDFASZ2AJsKmMUCNl24Sg3AxQOzAOSNK6zFArrZif9l9MEBLyAc9mxUwQNlfdk8eFjFAhJ7Nqs81MEDJdr6fGq8yQD0K16NwnTJArfpcbcVOMkDJ5T+k354xQBTQRNjwhDBAVg4tsp0PL0CSXP5D+g0uQFK4HoXrwTBAvp8aL910MEBNhA1PrzQwQGUZ4lgXty9AaQBvgQQlL0DpSC7/IT0tQBzr4jYaICtAHOviNhogK0DhC5OpgpEpQNobfGEyFSpAHqfoSC5/KkCMSuoENPEpQK8l5IOeDSlApU5AE2EjKUB88rBQa9opQDJVMCqpEypAKH6MuWsJKkCIY13cRsMpQFZ9rrZiHytAqDXNO05xK0Akl/+QfjssQDcawFsgQTNAkxgEVg4dM0CI9NvXgeMyQKVOQBNhYzNAPSzUmuZNM0DDZKpgVGIyQFafq63Yny1AvAUSFD/mLUA9LNSa5j0wQAFNhA1PnzBAxY8xdy1RMEAAkX77OqAwQNnO91Pj1TBAj8L1KFyPL0CRfvs6cI4vQHsUrkfhWjFAuB6F61F4MUC0yHa+n8oyQEMc6+I2SjNAWYY41sWdMEAzxLEubkMwQIlBYOXQkjBAlWWIY11cMECVZYhjXVwwQEcDeAskeDFAbVZ9rrZCMkCtad5xij4wQI51cRsNkDJATtGRXP5DMkDr4jYawMsxQHsUrkfhOjFABTQRNjzNMUA/V1uxv5wxQAWjkjoB7TBAysNCrWkuMkCY3ZOHhQoyQHNoke18rzFAufyH9NvXMUAoDwu1pmkxQHbgnBGlLTJAgZVDi2wXM0CvlGWIYy0zQNQrZRniWC5AaQBvgQQlMEB0RpT2Br8xQClcj8L12DBAfdCzWfV5M0Du68A5IwozQP2H9NvXMTJAqoJRSZ0wMkDXNO84RXcyQEjhehSuBzFAHOviNhoAMUD2KFyPwnUxQLgehetRyDFAJLn8h/SbMUDtDb4wmSoyQIXrUbgeZTJAMLsnDwtlMEDVCWgibLgwQIcW2c73MzFAzF1LyAf9LUAoDwu1pnkuQO0NvjCZKi9APnlYqDWtK0CGyVTBqEQrQKvP1VbsDytAeVioNc3bKkCad5yiI3kyQJT2Bl+YHDJAGXPXEvLhLEAnoImw4aktQBfZzvdTAy1AOUVHcvlvLUDzH9JvX+csQMWPMXctISxALbKd76cmL0ADCYofYy4vQCo6kst/CC9A+THmriUkL0Ct+lxtxY4wQKrx0k1i0C9Aw2SqYFSyL0B5WKg1zbsuQMWPMXctgS1ApgpGJXWiLkBa9bnait0wQG6jAbwFsi9AK/aX3ZOnMEACvAUSFE8wQJ5eKcsQtzBArrZif9m9MUBMN4lBYLUwQOhqK/aX3S9ABOeMKO2NL0B3vp8aL10vQD0s1Jrm3S9AYqHWNO+oMUBX7C+7J18yQDXvOEVH8jJAvp8aL90EM0AE54wo7X0zQE8eFmpNIzNASFD8GHMXMEBos+pztVUvQCzUmuYdZy9A+zpwzoiSL0B1ApoIG94sQEmdgCbCVjJAbAn5oGeDMUAEVg4tsl0xQPvL7snDwjBA+THmriXkLEBsCfmgZ7MrQET67evAeStAW9O84xTdLUCrz9VW7O8wQBe30QDeAjFAmEwVjErqL0CWsgxxrKswQLPqc7UVGzJAl5APejZLLkAbL90kBuExQHrHKTqSKzNAKcsQx7rIMkCSXP5D+t0wQAg9m1WfWzBATKYKRiXVL0DaG3xhMiUwQHPXEvJBbzFAPzVeuklsMUCAt0CC4iczQLsnDwu1pi5AcF8HzhmRMkAr9pfdk1cyQJSHhVrTbDJAkxgEVg5tLUCaCBueXuktQCzUmuYdRzJAfdCzWfU5MUD4wmSqYNQvQDojSnuDDy5AOiNKe4MPLkCwA+eMKI0vQD/G3LWEfC9AJzEIrBw6MEDu68A5IxowQISezarPVTJAkxgEVg79MUB/+zpwzggwQIJzRpT2pjFAeekmMQjcMkDJ5T+k354yQHDOiNLe4DJAC0YldQJqMkB88rBQa0owQHo2qz5XWzJA7zhFR3LZMkCgibDh6eUyQEjhehSuVzNAPE7RkVyuMkDswDkjSnswQEHxY8xd6y1AA3gLJCgeLUBxrIvbaKAsQF5LyAc9qzBAl/+QfvvqMkAN4C2QoNgvQMnlP6TfvjFAzF1LyAe9MUA3GsBbIMEwQLraiv1llzBAodY07zilLkC5/If02zcvQLHh6ZWyDDFAWvW52ordMEDmP6Tfvr4wQL6fGi/dpDBA6Gor9pedLkB6pSxDHAstQCBB8WPMHS1AnKIjufynL0B9rrZif8kwQLsnDwu1pjBAvJaQD3rWMED6fmq8dDMxQNzXgXNGNDFAylTBqKR+MECgGi/dJAYsQHicoiO5vCtAFmpN847zLEDeAgmKH8MrQLaEfNCzmS5AEoPAyqGFL0DEQq1p3oExQFdbsb/sPi9APnlYqDWtL0CcoiO5/AcxQDAqqRPQhDBA2IFzRpR2LkDwhclUwcguQPvL7snDYi1Aat5xio4EL0BHA3gLJKguQG6jAbwFMi5A54wo7Q1eLkAibHh6pYwvQMzuycNCTS5A+u3rwDljMkBrK/aX3TMuQJ88LNSaxi5A78nDQq3pLUDcaABvgTQxQLU3+MJkOjBAbAn5oGcTMkA9CtejcH0xQOviNhrAmzFATx4Wak3zMkAzxLEublMyQO2ePCzUmjBA6gQ0ETZcL0B9rrZif/kuQBfZzvdTEzFAB1+YTBVMMUDtnjws1MowQMNkqmBUsixAVg4tsp2PLkBwzojS3uAuQHPXEvJBPzBAkzoBTYTtLUA7AU2EDa8uQDarPldbkTBAh6dXyjLkMEC28/3UeKkvQIC3QILiZy9Ab4EExY8RMEACvAUSFD8xQCuHFtnORzFAjZduEoNAMEBGJXUCmqgwQJMYBFYOPTFA+zpwzohiMEBfKcsQx2owQCNKe4Mv7C1AaQBvgQTFK0CRfvs6cG4sQPFjzF1L6CxAsi5uowE8KkCoV8oyxFEqQJqZmZmZWSpAat5xio7ELEAyVTAqqTMsQBb7y+7JQyxAfdCzWfV5LED0bFZ9rjYsQBUdyeU/ZCxArWnecYquLEBhMlUwKuksQKpgVFInoCxAAU2EDU+vLUB56SYxCIwtQMl2vp8anzBAqFfKMsRBMEBjf9k9eTgyQNqs+lxtBTJA7MA5I0qbMUA9m1Wfqw0yQELPZtXn2jFAKH6MuWtpMEDfT42XbrIwQLHh6ZWybC9AvJaQD3q2LkBKDAIrh/YyQLIubqMB7DJAZmZmZmZmMEDiWBe30VAxQNqs+lxtVTBACRueXinrMUB6xyk6kjsyQBBYObTIJjRAmSoYldSJMUCOBvAWSDAwQL3jFB3JpTJAS1mGONa1MkCBBMWPMccyQEhQ/BhzhzJAxyk6kssfLkDkg57Nqg8sQMRCrWneYTFAGsBbIEHxMEDqlbIMcbwxQP5l9+RhsTFACYofY+7KM0BeS8gHPWszQIiFWtO8kzRAxty1hHzAM0DFjzF3LVEyQDj4wmSqQDBAyAc9m1U/LkBRa5p3nGIuQCBB8WPMPS5ALNSa5h0nLECoV8oyxNErQBsN4C2QYC1AyjLEsS5OLEDLoUW28z0sQJqZmZmZ+SxAmpmZmZn5LEAwKqkT0CQsQGDl0CLb2StArthfdk/+M0CfPCzUmgY0QDPEsS5uYy1AJQaBlUOLLUCjI7n8h0QyQE9AE2HD8y5A5/up8dJtMUDhehSuR9ExQDY8vVKWQTFAd76fGi/9MkCe76fGS1cyQL99HThnJDJA5x2n6Ej+MUAU0ETY8MQxQFJJnYAmcjFA1XjpJjEoMUBApN++DowxQDPEsS5uMzFAS+oENBE2MED2l92ThwUwQAYSFD/GrDBA4QuTqYLxMEAFNBE2PC0xQJXUCWgiTDJA6Ugu/yFNMkAZ4lgXt0EyQPp+arx0kzJAXW3F/rJrMkD4wmSqYKQxQC7/If329S9An6ut2F8WMEDeAgmKH0MwQIJzRpT2ZjNAmSoYldQpMEClTkATYaMyQFOWIY510TJA5q4l5IN+M0BCYOXQIsszQKd5xyk6AjRAokW28/2UM0D99nXgnMEzQAdfmEwVjDJAxm00gLfgMUCGWtO845QyQJ7vp8ZLlzFAMQisHFqEMUDZX3ZPHoYxQJZDi2znizFA5x2n6EiOMUBcIEHxY5wwQAAAAAAAQDFAfGEyVTBaMEBYObTIdp4vQLHh6ZWy7C9AhxbZzvfzLUDA7J48LJQxQBueXinLoDBAPZtVn6ttMUB7FK5H4boxQOPHmLuWQDFAvHSTGAS2MUC+MJkqGLUxQKUsQxzrAjJAKe0NvjDJMUBR2ht8YeIxQCsYldQJGDFAAwmKH2NuMECsrdhfdg8zQOLplbIMoTBArrZif9mdMUBQjZduErMwQFpkO99PnTBAklz+Q/ptMUApXI/C9egwQB3J5T+knzFAn82qz9VWKkDYgXNGlBYsQLprCfmghytAfh04Z0SJLUDcaABvgaQsQILix5i7Fi1A9UpZhjh2LEBhw9MrZfkrQC2yne+nhixAPnlYqDXNLEDOqs/VVuwvQBdIUPwYEzJAHVpkO98/MEDhC5OpgjEuQLU3+MJkyi5A3GgAb4HkL0D1SlmGODYvQHlYqDXNqzBAVOOlm8RwMECwcmiR7TwwQO2ePCzUSjBACfmgZ7M6MUDG3LWEfIAyQMl2vp8azzJAf9k9eVh4M0CutmJ/2W0zQMuhRbbzbTNArthfdk8eNECKH2PuWuIzQOOlm8QgQDNA46WbxCBAM0B90LNZ9TkzQHE9Ctej0DJAcT0K16NwMEBiodY07zgyQCegibDhuTFAOPjCZKpAMUDEsS5uoxEyQLMMcayLGzJAMlUwKqmTMkDgnBGlvWEzQKFns+pzJTFArK3YX3ZvMUBtxf6yeyIxQHRGlPYGPy9ARPrt68DJMUBQ/Bhz1xIyQLKd76fGKzJAzO7Jw0LdMkAibHh6pTwwQKHWNO84pTFAMlUwKqlzMUDQs1n1uYoxQOauJeSDLjJAbVZ9rrbCLkCGONbFbQQxQJ2AJsKGpzBA6Gor9pfdMEBL6gQ0EWYwQFdbsb/sPjBAVcGopE4gMEDqlbIMcewwQOSDns2qLy5Arthfdk9OM0CyLm6jAZwzQPaX3ZOHlTNAswxxrIt7NED0bFZ9rtYxQG3F/rJ7YjJACtejcD0KNEA+eVioNU00QGuad5yiIyxA63O1FfuLLUC3Yn/ZPZkuQO0NvjCZii5AbHh6pSzDLkAdOGdEaW8uQLsnDwu1Ri5Al5APejZLLkBDrWneccotQG1Wfa62cjBArK3YX3YfMEDQ1VbsLysxQA5Pr5RlSDFAtRX7y+6pMUC/DpwzomQwQKOSOgFNdDBA7C+7Jw/bMUCfq63YX7YvQMSxLm6jETBAdnEbDeBdMEDx9EpZhmgwQBdIUPwYszBAnRGlvcGXMEDbiv1l98QwQBlz1xLyoTBAq8/VVuz/MECn6Egu/7ExQBueXinLMDNADwu1pnmnKkBhVFInoIkrQNnO91PjpSpA001iEFh5L0BYyjLEsf4yQF8pyxDHujJA/fZ14JwRLkCGWtO84zQuQJOpglFJXS5AKqkT0ESYLkBjf9k9ebgvQG+BBMWPQTBAGw3gLZCAL0Cxv+yePHwwQEoMAiuHRjBAak3zjlM0MEChZ7Pqc5UxQACRfvs64DBAVHQkl/8AMUDn+6nx0q0wQApoImx4WjBAb4EExY8BMEA/xty1hBwwQOauJeSDni9AzTtO0ZEcMkB6pSxDHMszQDj4wmSqACtAKH6MuWuJLEApyxDHuvgrQIGVQ4tshyxA/7J78rCQLEAIPZtVn+ssQN4CCYofYyxAk6mCUUldMUAdyeU/pD8wQPyp8dJNsjBAOUVHcvlPL0B1ApoIG74uQLhAguLHeC5A8kHPZtXHLkASFD/G3NUvQNxoAG+BpC9Af9k9eVhILUDRItv5fiotQE7RkVz+4zBAKe0NvjBpMEDByqFFtkMwQG40gLdA4jJA6Gor9pf9M0BNhA1PryQ0QPmgZ7PqMzFAGy/dJAZBMUDgnBGlvaExQIV80LNZxTBAEHo2qz7HM0AawFsgQcE0QCgPC7WmmTRAeAskKH48NUB88rBQa/o0QH4dOGdEGTVA4QuTqYKxKkCaCBueXqkvQCsYldQJiC9ALpCg+DEmMUAPC7WmeScxQPOOU3QkNzBAyjLEsS5eMECHp1fKMiQxQFvTvOMU7TFA+MJkqmB0K0B0JJf/kN4rQBTQRNjwdCtArthfdk8+K0Djx5i7lnArQHWTGARWDitA8WPMXUsILECTOgFNhK0sQGB2Tx4WKixA07zjFB2pLUAMk6mCUekuQNDVVuwvKzFAZvfkYaH2MEAlBoGVQ8svQFdbsb/sXjNA5dAi2/nuM0DSAN4CCYozQL8OnDOidDNAx0s3iUGAMUBNhA1PryQyQDtwzojSPixAZapgVFLnKkC5jQbwFqgzQLfRAN4CqTNAPSzUmuadM0CKH2PuWvIyQGIQWDm0KDNAjZduEoMQMUDhC5OpgsEwQIC3QILihzBAUkmdgCZCL0BuNIC3QAIwQLpJDAIrtzJAzH9Iv33NMkBGtvP91FgwQLn8h/TbRzBAmSoYldS5MEBBguLHmDswQDhnRGlv0C9AUPwYc9ciMEDqlbIMcRwxQGIQWDm0GDFAhJ7Nqs+VMUCI9NvXgdMwQGpN845ThDFAguLHmLt2LkAsZRniWHcuQNEi2/l+6ixAEqW9wRfmLEB0JJf/kH4uQHQkl/+Qfi5AnKIjufwHLkDMXUvIB10vQLraiv1lFy5A/7J78rCwLkDA7J48LNQvQOauJeSD/i5AQxzr4jb6L0DHSzeJQdAwQP8h/fZ1cDBApHA9CtczMUDlYaHWNG8vQPRsVn2udi9AOwFNhA2PLkDqlbIMccwuQMpUwaikHjNAmpmZmZkZM0D4wmSqYHQ0QOOlm8Qg4DJAT6+UZYhTM0D7y+7Jw1IzQPAWSFD8CDFAL26jAbwlMEDpt68D54wwQEymCkYlVTJAf9k9eVg4MUB/+zpwzlgyQKAaL90kpjFAgEi/fR0IMkA0gLdAgkIyQPmgZ7PqozFA6Nms+lxtMEBcIEHxY+wuQOviNhrA6zBAMZkqGJXUL0Bq3nGKjgQxQF66SQwCuzBAE/JBz2ZVMUD2KFyPwlUvQPwYc9cSIjFA4umVsgxxL0C7uI0G8JYvQAMJih9jTjJA/fZ14JxRMkDarPpcbeUtQKAaL90k5i1AIbByaJGtLkCPU3Qkl78uQGpN845TtCtAkzoBTYRtK0DiWBe30WArQIv9ZffkISpALSEf9Gz2KkBcIEHxYzwzQKVOQBNhMzNAZmZmZmZWM0CASL99HfgwQFFrmnecMjFAgLdAguIHMUBB8WPMXRsxQOqVsgxxPDFA9+RhodZUL0Ag0m9fB74wQHxhMlUwCjFAq8/VVuwfMUBj7lpCPqgvQIofY+5aYjBAAd4CCYpPMUBWDi2ynd8xQEdy+Q/ptzFAGy/dJAbBL0DCFyZTBaMuQLfRAN4CaS1AbAn5oGdTMUAwTKYKRoUwQCgPC7WmyTBAFR3J5T8EMUAVHcnlPwQxQPMf0m9fBzBA9dvXgXMGL0AB3gIJil8vQG40gLdAwi9AIbByaJEtL0DTTWIQWFkwQBe30QDecjFAmG4Sg8AKMEDcRgN4C+QuQMxdS8gH7TBATDeJQWD1MECM22gAb3EwQARWDi2yLTFAl5APejaLMkAbDeAtkCAyQDarPldbUTJAvw6cM6IUL0CdgCbChhcwQE7RkVz+wy9AhJ7Nqs+1L0Cyne+nxssvQK36XG3FDjBAHOviNhogMEB7FK5H4VowQGwJ+aBn8zBAlIeFWtMMMkC28/3UeOkuQJVliGNdDDBAQj7o2ay6LEAbnl4pyzAtQBpR2ht8AS1A6SYxCKw8LUA17zhFR3ItQEvqBDQR9i1AK/aX3ZOHMEASpb3BF/YwQNobfGEyFTFA8fRKWYaoMECC4seYu3YxQCxlGeJYdzFAi2zn+6lRLEDr4jYawFssQD/G3LWEXC1ArBxaZDtfLEAH8BZIUHwrQP5l9+RhoSxA2ht8YTI1LUDOiNLe4OssQM/3U+OlGy5Af9k9eVioLkDwhclUwaguQJM6AU2ErS5ARwN4CyTIM0DYgXNGlOYyQAIrhxbZ3jFAEce6uI1mMUCzDHGsi9svQAg9m1WfKzFABhIUP8aMMUCJ0t7gC1MyQBQ/xty1ZDJAPujZrPr8L0CdEaW9wRcuQJLLf0i/PTNAyXa+nxo/MkBEi2zn+xkzQAn5oGez6jJAswxxrIv7MkCFfNCzWeUyQF3cRgN4yzBAXdxGA3jLMEAdyeU/pF8yQFfsL7snXzJAMuauJeSTMUB6xyk6kvswQIbJVMGo9DBARIts5/spMUC1pnnHKRovQJHtfD81LjBAvHSTGAQ2L0AsZRniWPcuQKkT0ETYEC9AHcnlP6Q/LEDecYqO5AIwQKHWNO849TFASOF6FK7XM0BpAG+BBAUyQPkP6bevAy1Aih9j7lqCLEAZ4lgXt7EsQEhQ/BhztyxAVn2utmIfLEAep+hILp8vQEku/yH9VjJANxrAWyAxM0DsL7snDyszQLIubqMB3DJArBxaZDu/MkCneccpOtIyQC9uowG8xTJAYHZPHhaaMkBCz2bV5yovQJ+rrdhf5jFAiUFg5dAyMUAy5q4l5FMwQEku/yH99i9AEqW9wRdmL0DJ5T+k3w4wQPLSTWIQWDFAo5I6AU2kL0BYObTIdt4vQLWmeccpKjBACYofY+4aMEAofoy5a6kvQL6fGi/dFDBAjLlrCfkAMEA+eVioNR0yQNbFbTSANzJAQxzr4jZqMkAQWDm0yLYyQJJc/kP6rTJA5WGh1jT/MUAzxLEubmMyQHGsi9tocDFAqmBUUieAMECBJsKGpxcwQFMFo5I6YTBAZ9XnaismMkClvcEXJhMwQPtcbcX+0i9A7nw/NV7qMEC7uI0G8LYwQJwzorQ3eDFAOdbFbTSgMUAzxLEubhMxQDojSnuDXzFAGw3gLZCAMUALJCh+jEkwQClcj8L1eDFAUkmdgCaiMEDwp8ZLN6kxQELPZtXnSi5ApSxDHOuiLkCQoPgx5q4uQMKGp1fKci5Ah6dXyjLELUDeAgmKHxMzQPAWSFD8GDBAnRGlvcFHMkDr4jYawEsyQB1aZDvfXzFAdnEbDeAdMUBRa5p3nKIvQL6fGi/d5C5AV+wvuycvL0Atsp3vp5YwQDxO0ZFcbjBAcvkP6bePL0A8vVKWIQ4wQAK8BRIUvy9AmSoYldQJM0DiWBe30SAvQGiR7Xw/tS9AgLdAguLXMEBpAG+BBMUxQN5xio7k4jFAVg4tsp2PMUA7cM6I0p4vQPkP6bevUzBA7lpCPugpMECwA+eMKM0vQLAD54wozS9A8WPMXUuIL0DJ5T+k354vQPmgZ7PqczBATtGRXP4jMEC1N/jCZJowQGZmZmZmFjBAoImw4ekVMkDVeOkmMeguQKvP1VbsLy5Aq8/VVuwvLkAdyeU/pJ8uQE0VjErqZC9AeVioNc3bLkC/DpwzonQxQDvfT42XrjBAq8/VVuwfMEA1XrpJDGIwQCBj7lpC/i9AAAAAAACgMEAQ6bevAwcxQKs+V1uxDzFAh6dXyjIUMUAbnl4pywAwQLN78rBQCzFAtFn1udrKMECWsgxxrPswQLUV+8vuOTFAGw3gLZCQMUBb07zjFK0wQDGZKhiVFDNA0NVW7C8bM0A730+Nl04yQCL99nXgPDJACKwcWmQ7MkBNhA1Pr2QyQFZ9rrZizzFAwoanV8pyL0DOiNLe4OsyQP8h/fZ18DFAio7k8h/CMUAMk6mCURkyQNlfdk8eZjFAu7iNBvD2LkB/arx0kygwQJSHhVrTvDBAxyk6ksvfMECSXP5D+j0xQET67evAmTBAXwfOGVFaMED1udqK/cUtQH4dOGdEOTBARGlv8IUpMEBGJXUCmmgwQD0K16Nw3TBAkzoBTYQdMUBos+pztVUtQFuxv+yejDFAylTBqKSeMUCyne+nxiszQN5xio7k0jJAhslUwajkLkDpSC7/IZ0uQIts5/upcS5A845TdCSXLkCuR+F6FG4vQE3zjlN0lDBAdZMYBFbOMEB9rrZif0kxQPhT46WbNDBAAG+BBMXPMUCjkjoBTdQwQKRwPQrX0zBAj8L1KFyfMUBR2ht8YbIvQBQ/xty1xC5AVn2utmL/K0DcaABvgWQsQG40gLdAAi1AbxKDwMoBLUAcfGEyVVAtQA5Pr5Rl6C5AvJaQD3r2LkBBguLHmLsxQFOWIY518TFA9+RhodY0MECfq63YX6YwQI4G8BZIMDBAcT0K16MwMEAqOpLLfzgwQOQUHcnl/y5AbVZ9rrYiL0Dkg57Nqq8vQF66SQwCCyxAsb/snjzML0DZPXlYqBUxQLIubqMBjDBAMzMzMzNzLkAPnDOitHcvQDC7Jw8LhTFAw/UoXI8yMkCjI7n8hzQyQF5LyAc9KzJAZ9XnaivWL0CC4seYuzYwQMnlP6TfHi9AL26jAbzFLkAjSnuDL6wxQKs+V1uxfzJAMZkqGJVEMkAVHcnlP9QxQK8l5IOevTBATYQNT6/0MEDJ5T+k3z4yQKs+V1uxvzFATtGRXP6zMUBqTfOOU2QxQPaX3ZOHZTJAeekmMQgsMkCsrdhfdl8yQAg9m1WfSzFAnRGlvcE3L0D99nXgnNEwQOSDns2qbzBAeekmMQj8MUASg8DKoYUxQKFns+pzVTFARUdy+Q+5MEDo2az6XE0uQBdIUPwYYzFAMLsnDwslMUAp7Q2+MNkwQLprCfmgdzBAnu+nxkunMkDwFkhQ/AgxQEjhehSuNzBASFD8GHM3MEC2hHzQs3kwQKwcWmQ7fzBAF9nO91NjMEAOvjCZKigxQFjKMsSxXjBAio7k8h+CMEB/2T15WLgwQE3zjlN0xDBASS7/If32MkBWDi2ynd8yQGsr9pfdUy5AX5hMFYxKLkCBBMWPMbctQCBj7lpCPixAWKg1zTuuLEARNjy9UnYtQBe30QDe4itAgy9MpgqGLEBPHhZqTZMsQCo6kst/KCxAIGPuWkKeLEAwuycPCzUyQGKh1jTveDFA7C+7Jw+rMUCu2F92Tx4yQLbz/dR4aTFAkX77OnBuMUDysFBrmhcvQDvfT42Xbi5Ac2iR7Xy/MEAg0m9fBx4yQCUGgZVD+zFAgQTFjzFHMUCLbOf7qfEwQNqs+lxtpTFAlrIMcaw7MkBbQj7o2XwyQFtCPujZfDJAh6dXyjJEL0D99nXgnGEwQLwFEhQ/Ri5AlWWIY12sMUDTvOMUHekwQCegibDhSS5AvVKWIY7VLUBb07zjFL0uQFJJnYAmIi9AKqkT0EQIMkCoNc07TvExQJAxdy0hXzJA7MA5I0rbMkDBOSNKeyM0QLMMcayLGzRAoWez6nMVMUD129eBczYxQIcW2c73EzFAw2SqYFRSMECX/5B++0owQHL5D+m3nzBA3EYDeAuEMEA7AU2EDU8vQGb35GGhVi5AL90kBoG1MUD8qfHSTbIxQInS3uALgzBAqaROQBPBMUDM7snDQk0yQMx/SL99nTJAkKD4Mea+MkCRD3o2q94yQH9qvHST6DJAEFg5tMiWMkCMuWsJ+bAyQFmGONbFTTFAQfFjzF07MUB3LSEf9KwuQFkXt9EAfjBAJzEIrBzqMUCe76fGS5ctQDcawFsgQS5AidLe4AuzLkDWVuwvu4ctQDQRNjy9Mi9AjLlrCfnAMECKsOHplXIwQIqw4emVcjBABoGVQ4ucMUBtVn2utkIyQMGopE5AkzFAmnecoiPZMkB7FK5H4botQIZa07zjNC1Az2bV52oLLkDzjlN0JAcwQA6+MJkqCDBAYhBYObQ4MEBU46WbxOAwQKH4MeaudTFA8kHPZtXXMUCTOgFNhH0xQOXyH9JvHzJAIv32deBcMUDtnjws1IowQKH4MeauJTBA2T15WKjlMEBOYhBYOTQxQGWqYFRSNzFAcM6I0t5gMUAeFmpN8/4wQC7/If32dTBAdEaU9gb/MEA0gLdAgoIyQI51cRsNQDFAY3/ZPXm4L0Bhw9MrZVkvQD9XW7G/7C5ABFYOLbLdMEBVwaikTvAwQF5LyAc9+zBAO3DOiNIuMUAT8kHPZhUuQEdy+Q/pVy5A+n5qvHRzLUC9UpYhjtUuQDJ3LSEfFC1ASL99HTgHLkBIv30dOAcuQKg1zTtOcS9AwOyePCwUMEDvOEVHchkwQN0kBoGVoy5AMZkqGJXEMEBhVFInoGkuQMDsnjwsNDJARrbz/dS4MEAW+8vuyaMwQKqCUUmdADFAp+hILv/hMEBTliGOdZEwQJLLf0i/fTFAirDh6ZXyMECKsOHplfIwQIbJVMGopDFA7lpCPujJMUCEDU+vlOUwQGTMXUvI5zBASnuDL0wWMUDwFkhQ/IgxQN4CCYofszJAUwWjkjqxMkAdWmQ7388wQGFUUiegmTBAqmBUUieQMEBlqmBUUkcvQH0/NV666S9Asb/snjwML0COdXEbDeAvQGuad5yiczBAAiuHFtleMEClLEMc6yIwQDSAt0CCcjBAC0YldQLaL0BxPQrXowAwQOVhodY0PzBAtMh2vp9KMECoV8oyxPEtQIPAyqFFtitAirDh6ZWiNEC+MJkqGAU1QInS3uALkytAvp8aL93kK0A2PL1SliEqQLhAguLHGCtA+u3rwDlDK0ARNjy9UtYtQFInoImwIS5Aofgx5q4lLkA2PL1SlqEtQPwYc9cSgjFAat5xio4ELkCGWtO841QvQPYoXI/ClS9A9UpZhjj2MEDWxW00gDcxQJMYBFYObTJAiGNd3EbDMEBq3nGKjlQxQOauJeSDDjBAwhcmUwVjL0CjAbwFEvQuQAg9m1Wf6y9A1lbsL7tHLkDqlbIMcQwxQJ/Nqs/V9jBA54wo7Q0+MUAwTKYKRnUxQNuK/WX3NDBAb/CFyVTRMEBxPQrXo5AvQLByaJHt/C1A/fZ14JzBMUBTliGOddEyQLmNBvAW2DJA001iEFi5MkAYJlMFo+IzQFtCPujZ7DNA2PD0SllGNEBJLv8h/QYzQK7YX3ZPbjJACyQofoxpMUCUh4Va04wwQHh6pSxDHDBA6Gor9pfNMEDTvOMUHUkxQD9XW7G/LDJAvVKWIY41MEC4HoXrUVgvQHh6pSxDjDJAak3zjlN0LUAofoy5aykyQMSxLm6jETJAbxKDwMphMUDgLZCg+FEwQBPyQc9m1S1AI9v5fmqcLkCTGARWDp0xQMcpOpLLDzFAbHh6pSzDMECt+lxtxX4yQCzUmuYdBzNA1edqK/bnMUC8lpAPeuYxQJT2Bl+YfDBAzhlR2hs8L0Df4AuTqWIxQDnWxW00wDJAl/+QfvuaM0CGONbFbYQzQF3cRgN4yzNAKVyPwvV4M0CgGi/dJMYxQPcGX5hMpTFA9wZfmEylMUCRD3o2q+4xQGiR7Xw/1TJAR3L5D+kXLUCIhVrTvAMtQIiFWtO8Ay1A2ht8YTLVLkCrz9VW7E8tQJwzorQ3mC1AtaZ5xymaLUDyQc9m1YcsQHUCmggbfixA2T15WKgVMkCDwMqhRWYyQPjCZKpg1DJA+FPjpZsUMUBDHOviNrouQIGVQ4tslzJADJOpglGJMUBVwaikTpAxQGRd3EYD2DBAAwmKH2O+MECpE9BE2HAvQP5l9+Rh8TFAcF8HzhnxL0ADCYofY44vQPcGX5hMVS9A7Z48LNTqMEC1FfvL7hkyQEVHcvkPCS9AdQKaCBvOMEAUP8bctXQwQBTQRNjwxDBAfa62Yn9JMUCIhVrTvCMxQNNNYhBYuTFAc2iR7XzPMUCQMXctIf8wQGKh1jTvCDFAWMoyxLG+MUDaG3xhMlUyQOM2GsBbkDRAnu+nxkvHNEDOGVHaG/w0QO0NvjCZijVA1sVtNIDXNEBGlPYGX8g0QKrx0k1iwDNAjNtoAG/BLUBX7C+7J08tQEdy+Q/p9y9A4JwRpb0RMEAbnl4py/AvQH2utmJ/eS9Afa62Yn95L0AMAiuHFgkwQGUZ4lgXdy9A2T15WKjFMECgGi/dJFYwQL8OnDOilDBA5IOezap/MUCHp1fKMoQzQPkP6bevAzNAsVBrmncMM0ATYcPTK+UvQNobfGEydS9ANxrAWyABL0DyQc9m1acwQBpR2ht8YTBAWvW52op9MECtad5xiq4xQK1p3nGKrjFAQKTfvg68L0C4rwPnjLgwQHZxGw3g7TBA2qz6XG2VMkBmiGNd3GYtQMPTK2UZAjBAwaikTkDTL0Bn1edqKzYwQNejcD0K1y9AbxKDwMoBMECGONbFbYQwQHEbDeAtkC1ArK3YX3bPL0AH8BZIUPwuQBsv3SQGgS1Ap3nHKToyLkDJdr6fGq8uQMgHPZtVfy5AAAAAAACALkB3LSEf9EwuQJLLf0i/nTFAdy0hH/S8MEAhH/RsVs0wQLivA+eMODFAhjjWxW2EMUClLEMc61IxQA1xrIvbKDFA6pWyDHGMMEAp7Q2+MMkwQAmKH2Pumi9A2V92Tx5WMUDFjzF3LXEyQFInoImwMTBAa5p3nKJTMEDo2az6XI0wQKFns+pzpTJA5IOezapfMkB3LSEf9PwxQInS3uALsy5AIo51cRtdMUCUh4Va09wuQBlz1xLygS1A2PD0SllGMEBXW7G/7D4vQAXFjzF3TS9A2/l+arz0L0DT3uALk+kuQMDsnjws1C1A9+RhodbULUDCFyZTBYMtQBUdyeU/xC1AtMh2vp/aLkC0yHa+n9ouQF3cRgN4Cy5Aw2SqYFSSMUAtsp3vp0YwQMbctYR8cDFAKH6MuWu5MUBUUiegidA0QIzbaABvgTFA4lgXt9HAMUCF61G4HgUxQP32deCcYTFAuycPC7WGMUCDUUmdgEYuQM6I0t7gqy1AzO7Jw0KtLkCIY13cRsMtQLByaJHtnC9A3NeBc0YUL0A0gLdAgoIyQAdfmEwV3DJAg8DKoUWGMkDsL7snD+suQK36XG3Ffi5ALUMc6+KmMUCEns2qzyUwQAHeAgmKny9AdnEbDeAdMEBn1edqKzYwQPd14JwR1TBAIbByaJFNL0Bn1edqKwYwQESLbOf7iS5AnYAmwoanMUC8BRIUP0YxQE7RkVz+gzFApgpGJXUCMECKjuTyH9IuQCsYldQJODBAiGNd3EajLEDLEMe6uI0zQLgehetRyDJAZ9XnaitWLUDPZtXnaqstQGsr9pfdky1AFR3J5T9ELkBmZmZmZgYwQGEyVTAqGTFA8fRKWYYoMUA4Z0RpbxAxQGiR7Xw/NTFA93XgnBElMEBbsb/snmwwQMSxLm6jwTBAFNBE2PCUMEDaG3xhMuUwQAyTqYJRmTBA4C2QoPjRL0D2KFyPwhUwQAu1pnnHyS5At2J/2T05LkDpt68D5+wtQOhqK/aXvS1A3bWEfNDzLkCcoiO5/OcwQLTIdr6fijBAF7fRAN4yMUAFo5I6Ad0yQKHWNO849TBAKxiV1AkYMECDUUmdgEYyQMzuycNC/TFA0m9fB84ZLkCUh4Va0/wtQF8pyxDH2i1Aklz+Q/otL0CSXP5D+i0vQFOWIY510S9AqoJRSZ2gMEDKMsSxLt4wQMPTK2UZkjFAs+pztRWLMEC1N/jCZKovQL3jFB3JxS9AmG4Sg8AKL0AhH/RsVj0tQCUGgZVDezBAeHqlLEPMMEDnHafoSK4wQEMc6+I2ejJAUWuad5yCMkCBlUOLbNcwQBfZzvdT4zFAHOviNhrwMUA+eVioNU0yQCNKe4MvLDJAR3L5D+knM0DhehSuR5EzQMIXJlMFwy9AbqMBvAUSMEDzjlN0JJcvQK36XG3FXixAvJaQD3rWK0C1N/jCZEosQFFrmnecAi1AUwWjkjpBMUDeAgmKH9MyQF+YTBWM6i5A1lbsL7sHMECoV8oyxOEwQLmNBvAWWDFAhxbZzvezMECmCkYldSIwQApoImx4CjFABFYOLbI9MUAawFsgQTExQBrAWyBBMTFAB/AWSFB8MUAeFmpN854yQM6I0t7gyzJA0ZFc/kPKMkBoImx4ehUzQAwCK4cWOS5AO99PjZc+MUDM7snDQs0wQIC3QILiBzBAfPKwUGtaLUCad5yiI3kvQBKlvcEXVjJAjSjtDb4wMkAMAiuHFokwQI2XbhKD0DBA5j+k376OLkAbnl4py0AwQHBfB84ZsTBA0SLb+X7qLUBm9+RhodYuQIPAyqFFti1AVFInoIkwLkB6xyk6kmsuQHgLJCh+LC9AL90kBoG1MECGONbFbaQzQBb7y+7JozNAtFn1udoKLkC+MJkqGPUuQPVKWYY41i5ApgpGJXXiL0Bj7lpCPlgxQLWmeccpGjBAnl4pyxBHMUB/2T15WBgxQATnjCjtXTFAO99PjZe+MEBrmnecotMwQFR0JJf/MDBAhXzQs1lVMEBEaW/whSkwQGwJ+aBnozFA7zhFR3JpMUC0yHa+n5oxQOqVsgxxvDJAn6ut2F9GM0CSy39Iv60wQNIA3gIJCjFAW9O84xQtMEA3iUFg5YAzQDnWxW00wC5AGw3gLZDgLkAJih9j7loxQF3cRgN4SzBAhxbZzvfTMUBxrIvbaKAyQFwgQfFjjDJAbqMBvAXyLUAtQxzr4nYuQLmNBvAWeDJAPZtVn6udMkD8qfHSTcIuQBWMSuoEhDBAbAn5oGcTLUA730+Nl04yQLbz/dR4OTJAbcX+snvyMUAoDwu1pkkwQCo6kst/KDBAkQ96Nqu+MEBJLv8h/XYvQJJc/kP6zS9AylTBqKROL0DecYqO5CI0QCntDb4wGTVAlkOLbOebMUDoaiv2l90wQN6Th4VaAzFAjgbwFkiAMEA7AU2EDZ8xQNJvXwfOKTFATDeJQWBFL0Ap7Q2+MCkwQHe+nxovfS5AgZVDi2ynMUAUrkfhenQxQKhXyjLEITBAS+oENBHmMUAIrBxaZKsxQA+cM6K0lzFA3pOHhVozMkDyQc9m1TcxQMiYu5aQzy9A/tR46SYxL0DhehSuR0EvQP32deCcYTBA5IOezaqfMECpE9BE2IAwQH0/NV66WTBAWYY41sU9MUDCFyZTBaMyQIts5/upATNARrbz/dTIMkCP5PIf0g8xQKyt2F92DzJARiV1AproLkCsrdhfdq8vQPyp8dJNYi9AdEaU9gbPMEAoDwu1prkvQJT2Bl+YTC9AW0I+6NlsL0AibHh6pSwuQH3Qs1n1CTJAbqMBvAWyMEB2cRsN4I0wQAMJih9jDjFAPL1SliEeMEDf4AuTqUIuQNv5fmq81C5Axm00gLfALkBDHOviNlovQIC3QILihy5ARIts5/vJMEC1FfvL7kkxQOQUHcnlbzBAP8bctYS8MEASg8DKodUwQBKDwMqhdTBAYTJVMCrJMEA17zhFRwIxQJtVn6utiDBAwhcmUwXTMECGyVTBqIQxQL7BFyZT5TBA1CtlGeLIMECYbhKDwMoyQAn5oGez6jJAAG+BBMWvM0Akl/+QfusyQPRsVn2u9jNA48eYu5ZQMEAtIR/0bIYxQCPb+X5qLDNA1xLyQc+2MkAIPZtVnyszQEvqBDQRljJARrbz/dToMECn6Egu/1EwQMHKoUW2czBAokW28/0EMkCRD3o2qw4wQOM2GsBbUDBANIC3QIJSMEClLEMc6+IvQFZ9rrZivy9A+aBns+pzL0DJdr6fGm8uQKpgVFInYC5ArrZif9n9MEANcayL25gwQNxGA3gLxDBAoBov3STGMEBYyjLEsd4xQHe+nxov3S9AqFfKMsQhMEBN845TdCQwQO58PzVe2i9Asi5uowEcMECamZmZmYkyQGpN845TdC1ATtGRXP4jLkB56SYxCIwtQB4Wak3zzjFA0NVW7C+bMUAgY+5aQg4xQB04Z0RpHzFA46WbxCDwLUDkFB3J5X8tQJf/kH77ui1Al/+Qfvu6LUDHuriNBlAxQLIubqMBjDJAx7q4jQaQMkC/DpwzosQyQH9qvHSTWDJAh6dXyjK0MkCV1AloIqwyQG/whclUAS9Af9k9eVgIMEA6kst/SA8xQBlz1xLyQTFASgwCK4cGMUD5MeauJUQxQIJzRpT2xjBAY+5aQj64MkDufD81XsoxQDm0yHa+TzFAAG+BBMXvMEDl0CLb+X4sQAisHFpkWy1AHThnRGmvLkAFxY8xd00wQCsYldQJiDBAlkOLbOdbLkAs1JrmHacuQJm7lpAPOi5AEoPAyqElLUCIhVrTvMMwQIEmwoanxzBANjy9UpaxMEBPHhZqTVMuQJM6AU2EDS9AbAn5oGfjMEDCFyZTBWMwQO/Jw0KtqS9AOpLLf0ifL0DzH9JvX6cyQIC3QILixzFAdk8eFmo9NEAIrBxaZLs0QLbz/dR4qTRAat5xio4ENUAQejarPvc0QJM6AU2EbTRAuB6F61GYNED8qfHSTXI0QCBB8WPMXSxAvw6cM6LULUBkO99PjbcwQJJc/kP6zTBA9pfdk4cVMUCcoiO5/AcwQESLbOf76S5Ap3nHKToSL0Csi9toAB8wQMP1KFyPQjBAp3nHKToyLkCAt0CC4icuQB3J5T+knypAUI2XbhLjKkCsrdhfdo8qQFHaG3xh0ipAQKTfvg5cK0DuWkI+6DkqQKrx0k1i8CpACfmgZ7OKK0DFjzF3LWEwQPOOU3QkVy9AhxbZzvfTMEDhehSuR+EwQOVhodY0rzFAn6ut2F9WMkAf9GxWfW4sQPMf0m9f5zRANxrAWyCxM0CF61G4HnUzQNzXgXNGFDNAlIeFWtPMM0AKaCJseLoyQIofY+5aAi1AaQBvgQSlLUDWVuwvu6cxQBsv3SQGkTJAF0hQ/BgDMUAXt9EA3mIvQLbz/dR4yS9AescpOpJLL0AgY+5aQr4uQKyL22gALy9AYqHWNO8oMEC1pnnHKaoxQHe+nxovzTBAiIVa07wjMEBlGeJYF1cxQP+ye/KwADJA8KfGSzf5MEBGJXUCmiguQMdLN4lBgCxAYqHWNO/4KkBCPujZrDouQNiBc0aUxjFASS7/If02MkAYldQJaBIyQLAD54wobSxAGCZTBaNiMUDVeOkmMagvQMzuycNCvTFA4QuTqYKxMUCOdXEbDRAyQL7BFyZTtTFASFD8GHOnMUA2zTtO0ZEvQGIQWDm0aC9AN4lBYOXQLkAv3SQGgbUuQAHeAgmKPy9AiUFg5dCiLkBGlPYGX5gyQEHxY8xdqzJAiPTb14FDM0AVjErqBAQzQMbctYR8sDNAxty1hHwANEDeAgmKHzMzQG3F/rJ74jJAokW28/0kM0CYbhKDwNoyQP8h/fZ1wDJAUiegibBxM0AnwoanV+orQL1SliGOdTJAn82qz9U2L0BWn6ut2G8yQCcxCKwcCjJAVFInoIngMkDLoUW2840wQJf/kH77ujBAbjSAt0DiLkBR2ht8YTIvQG40gLdAwjFAzqrP1VasLUDr4jYawPssQHWTGARW7i1Axyk6ksu/MUALJCh+jAkxQHctIR/0DDFAeqUsQxw7MUA7cM6I0h4vQJLLf0i/DTBAukkMAitHMUBWn6ut2F8rQNbFbTSA1zNApN++DpyzM0CZu5aQD8ozQLHh6ZWy/DNAQ61p3nHaM0BkXdxGA5gzQOPHmLuW8DRAZmZmZma2NEDIBz2bVW8zQI/k8h/S/zFAyxDHurjNMUC8dJMYBPYtQOCcEaW94S1AoImw4emVLkCk374OnBMuQHe+nxovHS9AtTf4wmRqL0Crz9VW7G8vQLpJDAIrNzBAEFg5tMimMUBOYhBYOaQwQCsYldQJaDFA9UpZhjg2MUC1N/jCZHoxQDm0yHa+vzFArkfhehROMUDOiNLe4EsxQMrDQq1pPjJA6bevA+eMMkBOYhBYOYQwQL3jFB3JJTBAT0ATYcPzLED7XG3F/lItQK+UZYhj/SxA3SQGgZWDLUALJCh+jBkuQOJYF7fRwCtAA3gLJCi+KkAi/fZ14PwqQF1txf6yeytA3pOHhVqTKUAg0m9fB24sQLMMcayLWy1AApoIG56eLEBWn6ut2D8uQF66SQwCCy5AEhQ/xtz1MkA6kst/SK8yQAwCK4cWKTJAYcPTK2VZMkAAb4EExW8xQK1p3nGKnjBA7zhFR3KpMEBHA3gLJLgwQO/Jw0KtaTFAYHZPHhb6MUDecYqO5PIuQAKaCBuePi9ANjy9UpaRMUDx9EpZhpgvQNZW7C+7py9A4C2QoPhRL0ASFD/G3HUvQOJYF7fREDBAnYAmwoY3M0A9CtejcK0yQLsnDwu1NjNAaLPqc7XlNECkcD0K10M2QOwvuycPWzVAJ6CJsOF5NEA17zhFR2IzQNk9eViolTJAEce6uI2mMkBWfa62Yh8yQE2EDU+vtDFA2IFzRpRGMECDwMqhRSYxQGuad5yikzBAw2SqYFSyMUBmiGNd3GYxQDsBTYQNry9AdQKaCBtuMUAgQfFjzL0xQJkqGJXUyTFApHA9CtfTMUAfhetRuN4sQFkXt9EAfi5AI9v5fmo8LkBlqmBUUkcuQNqs+lxtxS9AYOXQItt5LkAZc9cS8mEuQF8HzhlRWjFAZF3cRgO4LkDEsS5uoyEvQGUZ4lgXty5AkX77OnCuK0AMk6mCUSktQC/dJAaBhTBAGQRWDi3iMECwcmiR7dwvQKd5xyk68i1AYOXQItvZLUDOGVHaGxwvQAtGJXUCei5AOUVHcvnvLUCiRbbz/ZQsQAMJih9jbixAYqHWNO9YLEAfhetRuD4zQPLSTWIQuC9AIR/0bFZdLkDXNO84RScwQNQrZRni2DFA54wo7Q2OMUCn6Egu/wExQKH4MeauxTFAgLdAguIHMkCitDf4wtQxQHPXEvJBnzJAzO7Jw0JdMkCEns2qz+UzQISezarP5TNA5WGh1jT/MkDcRgN4C7QyQM9m1edqizFAvp8aL90EMUBhVFInoBkxQB+F61G4vjFAmN2Th4V6MUCIY13cRsMvQD2bVZ+rzSxAfT81XrppLEB0RpT2Bl8rQFfsL7snjytAE2HD0ytlLEDEQq1p3hEsQNJvXwfOWTRACRueXimbMUDDZKpgVOIwQCh+jLlriS9Apb3BFybzL0DXNO84RQcvQNc07zhFBy9A845TdCS3L0BYyjLEsY4xQPOOU3QkBzFAw/UoXI8SMUAu/yH99tUxQDSitDf48jNAbxKDwMoRNEAU0ETY8HQzQEOtad5xqjNALUMc6+I2LkAdOGdEaX8xQOAtkKD44TBAio7k8h/SLUDQRNjw9OosQBBYObTI9ixA7C+7Jw8rLkBwXwfOGbEyQOSDns2qXzJA8tJNYhBYM0D/snvysMAyQCh+jLlraS5AN4lBYOVQLkAUP8bctUQuQF3cRgN4Ky5Aayv2l90TLkA7AU2EDe8sQN/gC5OpQi5AV1uxv+x+LUAN4C2QoFgtQKAaL90kZi1AK4cW2c4nMkAAAAAAABAyQLPqc7UVezJAgLdAguJnMkAofoy5a2kyQKs+V1ux/y9AkxgEVg5NL0DTTWIQWFkvQP8h/fZ14C5AwcqhRbZzLUB4nKIjuTwxQPAWSFD8uDBA24r9ZfeEMUCutmJ/2T0tQGlv8IXJVC5AwcqhRbYTMUCfPCzUmvYwQAIrhxbZ7i9AylTBqKTuLkAg0m9fBw4xQGrecYqOZC9A9dvXgXOGL0B0RpT2Bk8yQG1Wfa62MjJAdZMYBFZuLkD/snvysHAuQHWTGARWLi9AMQisHFoEL0D7XG3F/nIzQAyTqYJR6TJAA3gLJCgOMkAsZRniWLczQIiFWtO8QzRAiIVa07xDNEBPr5RliAM1QMnlP6TfbjNA4umVsgyhM0Cb5h2n6MgxQFvTvOMUrTFAN4lBYOUQNEDfT42XbvIzQKTfvg6cIzFAZ0Rpb/BlLkBxGw3gLRAwQKTfvg6cEzFAqmBUUifwMEDM7snDQq0wQKRwPQrX0zBAgQTFjzHHMEAs1JrmHYcwQDojSnuDbzBAZ9Xnait2MkB8YTJVMJowQFioNc077jBAkzoBTYS9MEC5/If020cxQDojSnuDTzBAak3zjlNUMEAUrkfheoQwQJF++zpw3jBAi2zn+6kBMEA9m1Wfq00xQEjhehSuZzFAz/dT46WbMUCDwMqhRSYxQEa28/3UaDJAGCZTBaNiM0AVjErqBJQzQO0NvjCZSi5AiGNd3EajMkAwuycPC6UyQNXnaiv2ly9AS+oENBFWL0Bv8IXJVIEwQNJvXwfOGTFAX5hMFYyqMEBfmEwVjKowQEXY8PRKqTBAqDXNO07BMECh1jTvOJUxQPyp8dJNQjFAUkmdgCaiMUDarPpcbUUwQI2XbhKDEDBAaQBvgQRFMEAU0ETY8PQvQNCzWfW5ei5Aklz+Q/ptLUCAt0CC4icuQNk9eVio1S9AuECC4sdYLkCBlUOLbBcwQHsUrkfh+i5AWKg1zTuuMEAFo5I6AZ0wQBsv3SQGUTBAzhlR2hu8MEBiEFg5tOgvQEa28/3UGDBALbKd76fGL0CgGi/dJEYxQFpkO99PjTJA/mX35GFBMkAawFsgQREvQH9qvHSTOC9Af2q8dJM4L0DIBz2bVS8xQG6jAbwFEjFAb4EExY+hMEAAb4EExf8xQAfwFkhQDDBASFD8GHOXMEA+eVioNa0wQOtztRX7ezBASOF6FK5nMEAbL90kBoEvQB1aZDvfLzBAIGPuWkL+LEBn1edqKwYwQHo2qz5XezFAQ61p3nEaMEBd3EYDeKswQJ2AJsKG5y9AcvkP6bfPMECYbhKDwMotQIBIv30dOC5ANIC3QIIiLkCfPCzUmmYuQMHKoUW2Ey5A845TdCS3LUC4rwPnjOgwQJJc/kP6DS9ATYQNT68EMEAkl/+QftsvQP8h/fZ1kDBA8x/Sb1/nLkCZu5aQD3ovQAtGJXUCOi5AGCZTBaNCMkAT8kHPZlUvQGRd3EYDGC9AgnNGlPbGL0B6pSxDHBswQN0kBoGV4y9AvsEXJlOFL0CkcD0K1yMvQOeMKO0NPjBA0NVW7C8rMEAf9GxWfS4wQDXvOEVHojBAzqrP1VYMLkA8vVKWIY4vQNv5fmq8VDBAeVioNc3bL0BApN++DiwwQEMc6+I2SjBA0ETY8PSaMEAQ6bevA8cwQPMf0m9fBzJAMQisHFrkMkBhVFInoNkzQHGsi9tocDNAcayL22hwM0DTTWIQWKkzQAFNhA1PfzBAoBov3SQmL0A/xty1hLwvQD/G3LWEvC9AMCqpE9BEL0A4+MJkqkAxQPkx5q4l1DJAaCJseHrFMEAAAAAAABAxQJ7vp8ZLVzFAduCcEaUdL0A730+Nl74wQET67evAiTBARPrt68CJMECWQ4ts5yswQLAD54woTTBA/tR46SbxMkCvlGWIY50yQPaX3ZOHtTBA48eYu5ZAMUBcj8L1KFwxQBniWBe3sS5AJJf/kH5bLkCTOgFNhA0uQHgLJCh+jDBAqvHSTWJgMEBxrIvbaFAwQEJg5dAiGy9AB/AWSFAcMEABTYQNT38wQCSX/5B+6zBAMQisHFrUMECEns2qzxUwQHbgnBGlfTBA9UpZhjhmMED1SlmGOGYwQPOOU3Qkdy9AkX77OnDuMEDlYaHWNF8wQIqw4emV8i5A1JrmHadIMkCeXinLEGcvQEvqBDQR1i1ACYofY+4qMkD99nXgnCEyQCPb+X5qnDFAC7WmecfpMEB/2T15WLgxQOXyH9JvDzFA5fIf0m8PMUBt5/up8VIwQK7YX3ZPXjFAGJXUCWgSMUABTYQNTy8wQAU0ETY8PTBADXGsi9toMEDyQc9m1VcwQI2XbhKDQDJARUdy+Q+ZMUC0WfW52vowQHo2qz5XezFA8x/Sb1/HMEBy+Q/pt+8xQFYOLbKdvzFAn82qz9XWMEDHSzeJQYAxQKVOQBNhAzFAX5hMFYwqMUAFNBE2PH0zQCGwcmiRnTNAbjSAt0DCM0C6SQwCK8ctQK8l5IOebS1AG55eKcvwLUDy0k1iEGgxQNk9eVioRTNAsVBrmnccL0Dkg57Nqo8vQKHWNO84JTFAtoR80LPpMEBpAG+BBHUxQLByaJHtfC9AVp+rrdhfL0Cyne+nxmsuQB04Z0RpTzFAsp3vp8a7MECQMXctIT8xQOoENBE2vDBAcT0K16NAMkDWxW00gLcwQEvqBDQR5jBA9ihcj8IlMUAi/fZ14EwzQB1aZDvf3zJAirDh6ZWiM0BVMCqpEwAwQBueXinLIDFAAiuHFtn+MEBfB84ZUWowQPvL7snDYjBAEoPAyqGVMEDhehSuR4EvQFD8GHPXMitAYcPTK2XZLEC0yHa+n9osQAaBlUOLzCxACmgibHhaL0Cmm8QgsPIwQKabxCCw8jBA3nGKjuQiMEBa9bnaip0wQBBYObTI9i5ATYQNT68UL0DqBDQRNlwuQLAD54woTS1Anl4pyxBnLEAXSFD8GLMsQKHWNO84xSxAPZtVn6vNLUCamZmZmZkrQHsUrkfhmi5AVg4tsp0vMkClvcEXJgMxQInS3uAL8zFAUkmdgCbCL0DWxW00gPcvQE+vlGWIoy9AXrpJDAKLMkA6kst/SJ8yQELPZtXnmjJAVHQkl/+QMkAIPZtVnwsyQNk9eViohTJAzH9Iv33dMUDjNhrAW0AvQPLSTWIQWDBA/7J78rBgMUBB8WPMXdswQClcj8L1iC5AzqrP1VaMLkCaCBueXuktQE8eFmpN0y9AirDh6ZXSMEBeukkMAusoQPKwUGua9ylA9bnaiv3lKkBIv30dOCcsQJm7lpAPWitAmbuWkA+6K0ASg8DKoQUvQNnO91PjhTBAxm00gLcgMEDJdr6fGu8wQLhAguLHCDFAWDm0yHYOMUAnMQisHJoxQIcW2c73wzBAEqW9wRemMEC28/3UeGkwQJLLf0i/LTFAg1FJnYCWMEBvEoPAykEvQLByaJHt3DBAw2SqYFQSMEBCYOXQItswQFUwKqkTkC9Ab4EExY+RL0D4U+Olm6QvQB6n6Egufy9AKA8LtaY5MEA6I0p7g88wQOOlm8QgIDFATmIQWDnEMEC4HoXrURgxQP32deCccTBAescpOpI7MEATYcPTKxUxQKHWNO84NTJAY3/ZPXmoM0BJLv8h/YYzQKCJsOHpZTFAiGNd3EYjMECEns2qzwUyQGsr9pfdUzBAImx4eqVMMUAcfGEyVTAxQB04Z0Rp/zFAJCh+jLmLMkBIv30dONcyQI/C9ShcDzNASnuDL0zmMkDLoUW28y0wQDeJQWDlYDFAvsEXJlO1MUCqglFJneAwQNxGA3gLFDNA3GgAb4G0MkAeFmpN8z4yQJJc/kP6fTFAOwFNhA0fMkBU46WbxFAwQC6QoPgxdjBAZRniWBe3L0DjNhrAW5AxQCKOdXEbHTFAnl4pyxBnLUDNO07RkbwsQDcawFsgwSxAGy/dJAYhLkBBguLHmBstQJLLf0i//StAJLn8h/RbKkAdyeU/pD8vQCUGgZVD6y9At9EA3gIZM0C30QDeAhkzQHE9CtejUDNAZapgVFJ3MUCvJeSDno0xQG+BBMWPcTFA2c73U+NFMkDLEMe6uE0tQJf/kH77Gi1AbxKDwMohLUDkFB3J5d8tQO0NvjCZKi1AB/AWSFA8LUDUmuYdpzgwQBiV1Alowi9ANjy9UpbBMEAE54wo7a0wQBsN4C2Q8DFAqMZLN4nxMUDjpZvEILAyQP5D+u3r8DFAn6ut2F8WMkA5tMh2vi8yQCBB8WPMjTBAmEwVjEp6MECrz9VW7F8wQJ2AJsKGZzBAP8bctYT8L0BOYhBYOXQwQGaIY13cdjJALbKd76cWMkC/fR04ZyQwQMoyxLEubjBAx0s3iUEQMUCOdXEbDUAxQABvgQTFPzFANBE2PL0SMUDOGVHaGywzQOqVsgxxnDJAOUVHcvmfMkAZ4lgXt4EwQNv5fmq8hDFAoyO5/Ie0LkBSJ6CJsOEvQGwJ+aBnwzBAcT0K16MwMEBI4XoUrucuQNqs+lxtpS5A6Ugu/yG9LkCL/WX35EEwQLgehetR+C9ASL99HTgXMUDQ1VbsL5sxQE8eFmpN8zFAbef7qfHSMUCu2F92T+4wQGpN845TJDBA2T15WKjFMUDJ5T+k394xQCbkg57NCjFAHOviNhoQMUAqqRPQRKgwQJT2Bl+YbDBAsHJoke1MMEACmggbnk4wQLpJDAIrdzBAO99PjZe+MUDMf0i/fa0xQNxGA3gLxC9AveMUHcnlL0CPwvUoXG8vQI/C9Shcby9AoyO5/Ie0L0D3Bl+YTPUvQA1xrIvbCC5AsAPnjCjdMUBF2PD0SpkwQNbFbTSApzBA2T15WKjVMECmm8QgsFIwQN9PjZduEjFA30+Nl24SMUAGgZVDi4wwQNk9eVioVTBA/tR46SbRMEAU0ETY8FQxQNnO91PjZS9AXynLEMfaL0DarPpcbSUwQFUwKqkTsC9AmnecoiO5LkAGgZVDi/wwQJm7lpAPWi1ATKYKRiXFMEA6kst/SJ8uQLUV+8vuKTFASgwCK4fmMEArhxbZzjctQIj029eBEzNAPE7RkVyOM0AFxY8xd30zQM/3U+Ol6zBAxf6ye/JwMUBX7C+7J58xQBsN4C2QADBA+Q/pt6/TMEDTTWIQWBkxQPVKWYY4djBABcWPMXcNMECz6nO1FbsvQIts5/upwTFAJXUCmgg7MkDjpZvEIHAyQCntDb4wGTNAKe0NvjAZM0Aydy0hHwQzQIPAyqFFFjNAyxDHurgdM0CbVZ+rragwQM6qz9VWHDFADXGsi9soMEAU0ETY8BQzQFpkO99PnTJAXkvIBz2bMECP5PIf0q8xQAAAAAAAIDJA9P3UeOlWNECKjuTyHyIzQJ5eKcsQdzJAoWez6nOFMUC4HoXrUQgyQATnjCjtDTNAGeJYF7cRMUDZX3ZPHsYxQK8l5IOezS1ArkfhehSuLUDgvg6cM4IrQGUZ4lgX9zJAKjqSy3+IMEAgY+5aQk4xQMgHPZtVTzFAtaZ5xylKMUA0ETY8vfIwQOAtkKD4sTFAUWuad5ziMUA8vVKWIX4wQJSHhVrTPC9ANs07TtGxL0BYqDXNO04zQMSxLm6jsTJAbVZ9rrbyNEDwp8ZLN5k0QMsQx7q47TRANs07TtHRNECoV8oyxHE0QKUsQxzrAjNA/7J78rBwM0AnMQisHAozQKmkTkATkTJAmpmZmZmJMkBeS8gHPbsyQCGwcmiRTTJAFvvL7skDMkD4U+Olm1QyQKg1zTtO0TFA8fRKWYY4LkD67evAOWMtQMX+snvyUC1A3nGKjuSSK0AnMQisHHorQKqCUUmdQCtABoGVQ4usKUAOvjCZKtgzQF66SQwCyytAnYAmwoZHK0CmCkYldQIrQKYKRiV1AitAp+hILv9hKkCBBMWPMTcsQKCJsOHpdS1AXynLEMcaLEC30QDeAokrQLTIdr6f+itAXdxGA3hbMEDJdr6fGn8wQPKwUGua5zFA0gDeAgmaMUAy5q4l5LMxQDAqqRPQpDJA5q4l5IPuMkACK4cW2b4wQN6Th4VawzBAOPjCZKqwMkBZF7fRAN4yQD0K16NwbTNALNSa5h2HMkCKH2PuWsIyQMWPMXctsTJAQ61p3nGaMkArhxbZzmcyQAn5oGezujBAeVioNc1bMkDl0CLb+a4yQJJc/kP67TBAw/UoXI8CLEAAAAAAAAAtQNnO91PjpS9A63O1Ffu7MEA8vVKWIW4wQOF6FK5HUTFAqMZLN4mhK0BU46WbxOArQHL5D+m3LytA+Q/pt68DLkD5D+m3rwMuQGpN845TNCxAxty1hHxwLEAJ+aBns+orQFafq63Yfy1AaW/whclUMUAwTKYKRrUyQFUwKqkTkDFAwaikTkCDMUAOLbKd73cxQAXFjzF3fTFA3GgAb4FUMUBDHOviNpoxQN5xio7kgjFAkQ96NqvOMUBlqmBUUhcwQDeJQWDlwDFADk+vlGVYMUBPr5RliDMwQDC7Jw8LFTBAfPKwUGuqMEBO0ZFc/pMwQJ7vp8ZLlzJA2qz6XG3lMkBtVn2uthIzQGwJ+aBnUzJA5x2n6EgeMkASg8DKoQUzQKhXyjLE0TFAumsJ+aAXM0BApN++Diw1QNGRXP5DqjRAHVpkO9+PM0AkKH6MuRsyQOtztRX76zFABFYOLbKNMEA17zhFRyI0QIiFWtO8YzRAyJi7lpD/M0BSSZ2AJuIzQKW9wRcm0zNAbAn5oGdjNEDsUbgehSs0QHDOiNLeIDRAD5wzorSXMUDZX3ZPHjYuQA+cM6K01y9AHOviNhpgMECWIY51cdsxQN4CCYof0zBAt9EA3gKZMECmCkYldQIwQFOWIY51MS9AYhBYObRoL0C4QILixwgwQJOpglFJvTFAYcPTK2XpMEArGJXUCZgxQJXUCWgi/DBA3bWEfNCzMECIhVrTvLMwQM6I0t7gSzBAhxbZzvfjMEDCFyZTBUMxQDcawFsgoS9AbVZ9rrbiL0AdyeU/pH8vQLivA+eMCDBA0ZFc/kMaMEAYldQJaIIzQNjw9EpZNjFA63O1FftbMUA17zhFR1IvQDXvOEVHUi9ABFYOLbIdMEBWn6ut2K8wQILix5i7Fi5AOwFNhA3PLUDZzvdT42UuQCntDb4w2S5A5j+k377uLEAYldQJaNIxQP+ye/KwMDJA46WbxCAAMkC6awn5oAcxQF3+Q/rtSzFA7Z48LNQKMEB6pSxDHEsvQME5I0p7IzBAfdCzWfWpMEBwzojS3mAwQLHh6ZWyXDBA2V92Tx62LUAqOpLLf0gwQBniWBe3ATFAkX77OnBOL0Boke18P/UsQMgHPZtVXy1Ad76fGi+dLUDyQc9m1YctQB04Z0RpLy5AL26jAbyFLkD1SlmGOHYuQMnlP6TfHi5AWvW52oq9LUDcRgN4C6QvQGsr9pfdEzBAK4cW2c43MEAaUdobfNEwQB04Z0RpLzBArthfdk9eMEALJCh+jBkxQIZa07zj1DBAOdbFbTRwMUCbVZ+rrTgvQO84RUdyOTBAvjCZKhh1MEBCPujZrJowQEjhehSuRzBAfh04Z0S5MEB7FK5H4dowQJCg+DHmnjFA9ihcj8L1MEB/arx0k7gxQJM6AU2EnTFAduCcEaXNMEAc6+I2GkAwQKHWNO84FTBAWMoyxLHuMEDJ5T+k394uQOJYF7fRwC1AKA8LtaaZLkAnoImw4XkwQIenV8oyZDFANqs+V1sxMUAzxLEubnMwQFR0JJf/0DBA8tJNYhDIMEC5jQbwFjgwQCDSb18HzjBAlrIMcawrMkCfq63YX4YyQKYKRiV1sjJAhlrTvONEMEC9UpYhjjUxQFZ9rrZiPzBAC0YldQL6MkDoaiv2lx0zQHBfB84Z4TJAZDvfT40nM0Crz9VW7E8zQHEbDeAtMDJA097gC5MJMEB1ApoIG/4vQLu4jQbwpjBAw/UoXI+iMkA9m1Wfqx0zQK+UZYhjDTNAKxiV1AmYMkCu2F92T140QArXo3A9ijNAak3zjlPkMkAJG55eKXszQAHeAgmKPzNA2PD0SlnmK0Dek4eFWnMzQBZqTfOOEzNA0gDeAgmKMkApyxDHurgtQJayDHGsiy5AFK5H4Xq0LkCad5yiI3kvQNlfdk8e1jBAVFInoIngMEA4+MJkquAwQK36XG3Fvi5AhJ7Nqs8VMkB0JJf/kA4yQDEIrBxapDJALpCg+DGGMkAbDeAtkOAyQOauJeSDni5AeqUsQxxrMUCJ0t7gC+MwQECk374ObDFA4lgXt9EwMUC62or9ZfcwQJJc/kP6zS9AuB6F61EoMEDx9EpZhsgwQHZxGw3g3TFAYVRSJ6CpMUAj2/l+akwxQNqs+lxtNTJAPZtVn6t9MED2KFyPwuUwQJ5eKcsQhy9A/Knx0k3CL0DFILByaHEvQDlFR3L5vzFANBE2PL2iMEAwTKYKRvUxQP7UeOkmcTVANIC3QIKiM0BMN4lBYPUzQLByaJHtLDRAQYLix5jbMkC3Yn/ZPQkzQPKwUGualzJAMEymCkY1M0Ch+DHmrvUyQEw3iUFg9TBAmnecoiNJMEBApN++DpwvQFmGONbFTS5AV+wvuydfMEDP91PjpYsyQPT91HjpxjJAzH9Iv329MUBZhjjWxT0wQKCJsOHpRTBAZ0Rpb/ClMUDhehSuR9ExQJm7lpAPSjFAnl4pyxCHL0DXo3A9CvcuQKrx0k1i0C5AWmQ7309NLkAZ4lgXt7EuQMpUwaiknjJAEHo2qz63MUBmiGNd3NYyQKabxCCw4jJA2ht8YTKVMkB9rrZif0kzQBZqTfOO8zJAfdCzWfUpM0DPZtXnars0QBNhw9MrxTRAumsJ+aBnNEAyVTAqqZM0QG1Wfa620jNAiIVa07yjM0DjNhrAW8AzQAmKH2Pu+jNAX5hMFYyaM0CY3ZOHhXozQGfV52orVjRAirDh6ZUyNEBt5/up8QIyQHRGlPYGTzBAfdCzWfXZL0DRItv5fqoqQGrecYqOpCpAwcqhRbbTKkB0RpT2Br8qQOY/pN++zitAryXkg56tLEAj2/l+ahwsQDBMpgpGtTNAMEymCka1M0CDL0ymCoYyQGkAb4EElTJAvHSTGAQWM0B2Tx4Wam0uQFwgQfFjnDBAtRX7y+6JMEDQRNjw9MowQOviNhrAKzJA/fZ14JyRMkDo2az6XD0yQJ/Nqs/V9jFAofgx5q5VMkATYcPTK5UwQHuDL0ymqjBAFR3J5T/EL0Boke18P0UwQHL5D+m3nzFAHqfoSC5vMUBlGeJYF3cxQIXrUbgeNTFAsi5uowHcMUCvlGWIY50xQKwcWmQ7/zNAGQRWDi3iM0CfzarP1fYzQHzysFBr2jJAhslUwai0NEALRiV1Apo0QJyiI7n8ZyxA4lgXt9GgLUDzjlN0JMcyQCUGgZVD6zJAeVioNc1bLUDOGVHaG3wzQKfoSC7/kTJA07zjFB3pMEAOT6+UZegwQB6n6EguvzBAK/aX3ZMnMUCyne+nxpsxQNejcD0KVzFAtMh2vp9qMUBAE2HD05sxQPaX3ZOHdTBAoWez6nOFMEAs1JrmHccvQP7UeOkmMS5AZMxdS8hHLEBYyjLEsa4uQO2ePCzU+i5AoBov3STmL0D1udqK/WUvQOCcEaW9ATBAINJvXweeMkDarPpcbUUyQLu4jQbw1jFA5IOezaovMEAkl/+QfrsvQMNkqmBU8jFAtRX7y+5JL0B5WKg1zZsvQJLLf0i/LTBAEHo2qz4XLkClvcEXJrMvQCBB8WPMXS5AcF8HzhkRL0BSJ6CJsGEvQMl2vp8ajy1AKxiV1AkILkAi/fZ14FwsQMUgsHJocSxAyXa+nxpvLkDJdr6fGm8uQDnWxW00IC5AnMQgsHLoLkAQWDm0yFYuQILix5i79i5AVg4tsp0fMUBy+Q/pt98wQHxhMlUwWjFAvHSTGATWLEBGlPYGX9guQCuHFtnOVy9AzH9Iv329LkAj2/l+anwvQE2EDU+vtCtAhslUwahkK0CI9NvXgfMsQD0s1JrmPTFAjSjtDb4wMEAE54wo7d0wQM9m1edq6zBADwu1pnmnMUCz6nO1FasxQLyWkA96NjNAXwfOGVEKM0Dtnjws1CoxQE8eFmpN0zFAkst/SL+9MUDM7snDQk0vQBsN4C2QIC5A3+ALk6miLUDXNO84RUctQHe+nxov3S9AE2HD0yt1M0DLoUW2800wQE8eFmpNMy5ArfpcbcV+LkDkg57Nqn8wQEymCkYlJTBAJ8KGp1eqMEDyQc9m1ZcwQFInoImwwS5AmG4Sg8CKMUB4eqUsQ1wvQAyTqYJRCTBAaJHtfD8FNUCvJeSDnj00QDxO0ZFczjJAETY8vVK2MkBiEFg5tHgyQLfRAN4CyTFAiIVa07xDMkDkg57Nqs8wQEXY8PRKeTFAgSbChqfXMEAg0m9fB04vQLu4jQbwdi9AylTBqKSOL0CV1AloIlwxQFUwKqkToDFAUWuad5wyMkDY8PRKWeYxQL6fGi/dxDFAiGNd3EYDL0D5oGez6hMvQA6+MJkqmC1APujZrPp8L0BKe4MvTGYvQAMJih9jbjFAHHxhMlUgMEBO0ZFc/sMrQLUV+8vu6StAFK5H4Xp0LECamZmZmZksQO58PzVe+i1ALNSa5h3nLUDl8h/Sb/8tQI4G8BZIQDBAQmDl0CJbMEASFD/G3FUvQBSuR+F6VC9AnKIjufyHLkAOT6+UZQguQLTIdr6fWi9AKjqSy38YMEAv3SQGgZUuQB3J5T+kLzJA48eYu5YQMkBmZmZmZjYyQAmKH2PuajJA3SQGgZWzMUBJnYAmwmYtQEmdgCbCZi1A7Z48LNRKMUBTliGOdeEwQHrHKTqSiy5AFNBE2PCUL0AHzhlR2jstQJhMFYxKai1A6gQ0ETZcLUDcaABvgaQuQFCNl24SgzBAYOXQItuZMUBqTfOOU3QwQDxO0ZFcPjBAHhZqTfP+MkBPr5RliLMxQPCFyVTBuDBA/kP67eswMEDUmuYdp0gwQNejcD0KdzNAutqK/WVnM0Cfq63YXzYzQLKd76fGizFAFD/G3LVUMkBX7C+7Jy8yQDLmriXkwzBAI9v5fmqsMkDsUbgehdsyQJ0Rpb3B9zJAPE7RkVxuNEDsUbgehcssQLmNBvAWKDJAvJaQD3pWL0BhMlUwKtkwQNEi2/l+OjBAS8gHPZv1L0Cad5yiI7kuQCegibDhmTBAxf6ye/JQLkDF/rJ78lAuQHKKjuTyvy1A3pOHhVrzLUCoV8oyxHEuQLaEfNCzeS9AWYY41sWNL0A1XrpJDBIxQPkx5q4lhDFAirDh6ZWSL0CwA+eMKD0wQKabxCCw8i9Al/+QfvvqMEDrc7UV+2ssQPvL7snDkjFA+8vuycPiMEBrK/aX3dMuQEYldQKauDBAyJi7lpBfMUC4HoXrUSgxQL8OnDOidDFAdCSX/5BeMUAwTKYKRgUxQJEPejar/jBACfmgZ7OaMUAvbqMBvIUxQFjKMsSxbjBAK/aX3ZOHMUBiodY07ygwQOxRuB6F6y9Arthfdk8uMEAr9pfdk2cyQL4wmSoYlTFAxY8xdy3hMUDu68A5I3oxQI/k8h/SHzFA5j+k375OLkApXI/C9VgxQEi/fR045y1ArK3YX3Y/MEBWfa62Yi8wQOJYF7fRgDBA3+ALk6kyMECzDHGsi1svQIV80LNZhTFAutqK/WWHMUCfPCzUmqYuQDxO0ZFcfi5AkQ96NqueLkCEDU+vlEUuQApoImx4Wi5AXI/C9Sh8LkDJdr6fGm8wQJqZmZmZWTBARdjw9Eo5L0D/If32dWAvQIV80LNZ5TBAbef7qfHSLkDhehSuR6EwQIQNT6+UJTFAcvkP6befMECe76fGS/cwQM/3U+OlCzFAPQrXo3BNMEA51sVtNPAwQDlFR3L53zBAokW28/00MkCiRbbz/TQyQIJzRpT2ljJAgnNGlPaWMkBJnYAmwmYyQHsUrkfh+jFA93XgnBFFMEAwTKYKRiUwQATnjCjt7S9AHHxhMlXQL0Aj2/l+ajwuQABvgQTFzzNACmgibHiaM0DhC5OpgjEzQNSa5h2nCDNA9bnaiv01MECbVZ+rrZgvQAFNhA1Pby9A3NeBc0ZUL0CjkjoBTXQxQEGC4seYmzBAvVKWIY71MECzDHGsi7swQM9m1edqqy5A8BZIUPy4LUD99nXgnDEuQEvIBz2b1S1A/kP67euALkC8dJMYBDYtQIJzRpT2hi5AyXa+nxrvMEDarPpcbQUxQMzuycNCXTFA7Z48LNQ6L0BkzF1LyAcvQAKaCBueHi9A9P3UeOmmL0Am5IOezeovQAwCK4cWGTBAOwFNhA3vL0BCYOXQIuswQJLLf0i/nStAg8DKoUUWLECKH2PuWgIsQEMc6+I2eixAtRX7y+5pLUDM7snDQm0tQOXQItv5fi1AINJvXwcuMEDjpZvEIBAvQOjZrPpcbS9AwoanV8qyLkBfmEwVjCouQKVOQBNhQy1A1edqK/aXLUBd/kP67QsuQFInoImwQSxAlPYGX5iML0BQjZduEsMtQOXQItv5fi5AC7WmecdJLUAOvjCZKrgsQHuDL0ymSi1A3nGKjuTyLEAqOpLLf8gvQCPb+X5qnC9A54wo7Q0OMUDM7snDQj0wQFpkO99PTTBAryXkg57tMEAhH/RsVg0xQNSa5h2nSDBAejarPldbMEDf4AuTqQIxQJwzorQ36DBAOGdEaW8wMECTOgFNhI0vQOjZrPpczS9AexSuR+HaLkCqYFRSJzAxQCUGgZVDezFA0LNZ9bmqMUBYyjLEsX4wQHQkl/+QvjBAfh04Z0SJMUBSuB6F65EwQKJFtvP9pDJARpT2Bl84MkBQ/Bhz10IyQL1SliGOJTFAcvkP6bfvMUDD9Shcj+IwQPFjzF1LiDJAaJHtfD91MUANcayL2wgxQMx/SL99TTFAhslUwahkMECKsOHplXIwQGWqYFRS9zFAZapgVFL3MUAcfGEyVXAyQGx4eqUsszFA3SQGgZWTMEDdJAaBlZMwQNSa5h2nuDJAZ0Rpb/DVMkDgLZCg+GEyQNIA3gIJmjJAKA8Ltaa5MUAlBoGVQwsyQPjCZKpg9DFA5j+k374eMkBRa5p3nBIyQHbgnBGlLTJAEFg5tMhGMEBNhA1PrwQxQBe30QDewjBA5IOezao/MECzDHGsixswQP7UeOkmcTBAQfFjzF2rMEDMf0i/ff0wQFtCPujZrC9AsAPnjCiNLECDwMqhRSYxQJOpglFJbTBA/7J78rCAMEARx7q4jUYsQBDpt68DxzNAlIeFWtP8LED+ZffkYQErQBKDwMqhpStACmgibHi6LUDl0CLb+T4sQB1aZDvfrytAAAAAAAAAM0C6awn5oIctQLprCfmghy1Afh04Z0SpLUA4Z0RpbxAuQLHh6ZWyTC1AOGdEaW/gMUBNFYxK6gQyQJ5eKcsQ5y9AtoR80LOJMECu2F92T24wQM4ZUdobHC9AysNCrWmeMEBqvHSTGHQwQD9XW7G/DDJAHHxhMlUgMkAf9GxWfR4yQEa28/3UiDJAv30dOGd0MkBCPujZrHoyQEoMAiuHVi5AKH6MuWsJLkD7OnDOiFIvQKHWNO84tTBA7FG4HoUrMkA17zhFRwIxQPaX3ZOHBS9Ae4MvTKZKLUBhVFInoEktQIbJVMGoRC1A48eYu5ZwLkA7cM6I0l4wQPCFyVTB2DBAqDXNO05xMEC94xQdyVUxQJayDHGsGzFAXW3F/rKbMEAi/fZ14BwxQG/whclU0TBAnl4pyxBnL0CEDU+vlEUwQOauJeSDXjFA16NwPQonMUBsCfmgZ7MvQOhqK/aX3S9AUrgeheuBMEDKw0KtaV4uQBueXinLUC9AowG8BRJ0L0CqYFRSJ0AuQOeMKO0N3jFAhA1Pr5S1MECvJeSDnu0wQNobfGEy9TBA9+RhodZUMEDLEMe6uF0wQHBfB84Z8S5AGy/dJAYhMkDXNO84RXcyQGB2Tx4WCjBApHA9CtfDLkDy0k1iEGgxQFD8GHPX8jBArIvbaADvMEDImLuWkI8wQD0K16NwvTJA8BZIUPyIM0DswDkjSvszQEvqBDQR5jJA8KfGSzfpMkBNFYxK6sQyQAskKH6MOTJAQmDl0CLLMUCZu5aQDwowQJ/Nqs/V9i9AoBov3SRWMUCgGi/dJFYxQEXY8PRKiTBAF9nO91PzMEDzH9JvXycuQK+UZYhjXS5AMuauJeTjLUB1ApoIG/4rQAaBlUOLTCxAFvvL7snjM0BVwaikTlAxQGDl0CLbiTFAc2iR7XwvMUBYObTIdt4tQBTQRNjwRDBAPujZrPoMMUCoV8oyxJExQKhXyjLEkTFAkzoBTYRNMUCx4emVsjwwQFRSJ6CJgDBAw9MrZRmCMUBNFYxK6qQuQDarPldbUTBA0NVW7C9LMEAZ4lgXt3EyQBniWBe3cTJAETY8vVKGMEAmUwWjktovQOPHmLuWIDFACRueXimLLkD8GHPXEnItQFdbsb/snitAPZtVn6utLUC6SQwCK8csQP7UeOkmkS1AmEwVjEoqMkDkFB3J5X8yQFInoImw0TBA7lpCPug5MECmCkYldcIwQJMYBFYOvTBA8IXJVMG4MEA+6Nms+hwxQK7YX3ZPfi9AaCJseHpFMEDdJAaBlZMxQDLmriXkwzFARwN4CyTYMUADeAskKF4yQESLbOf7GTNAAJF++zowMkDHSzeJQVAyQLWmeccpujJAtoR80LNJMkCKsOHpleIyQHrHKTqSuzJAldQJaCJsMUCtad5xip4zQBKlvcEXljNAi2zn+6khM0BLyAc9m9UyQEku/yH9pjJAQj7o2awqMkBnRGlv8FUyQAFNhA1PLzFA16NwPQrnMEDD0ytlGaIxQFMFo5I6gS5AsVBrmnd8L0BKe4MvTEYvQEp7gy9MRi9ASL99HTiHLkAQejarPocwQMWPMXctYTBAhA1Pr5RlLkDpJjEIrJwuQDBMpgpG5SxANjy9UpahLEA0ETY8vSIxQMbctYR8wDBALGUZ4liHMEB9PzVeuikvQKTfvg6cky9A6Nms+lzNLkCq8dJNYkAxQM3MzMzM7DBAxm00gLcgMUDXEvJBz6YuQMrDQq1pzjBAidLe4AuTMEBfB84ZURowQOauJeSD7jFANs07TtEBMEAbL90kBhEwQOqVsgxxbC5A2c73U+O1MUDHSzeJQdAxQP5D+u3rgDFAgZVDi2wHLkDZzvdT46UtQOM2GsBbMDJA7FG4HoVLM0D5MeauJUQuQCegibDhSS9AIR/0bFadLEC1pnnHKXotQFZ9rrZiHytAgEi/fR14LUApXI/C9UgtQIMvTKYKhixAkKD4MeauLEBWfa62Yn8sQMSxLm6j4SxAlIeFWtMcLUBwzojS3uAuQAkbnl4pGzNAmN2Th4XqM0CPU3Qkl88xQBniWBe3cTBAS1mGONalL0DNO07RkdwwQA1xrIvbqDBAcvkP6bfPMEAPnDOitHcvQEvIBz2bNS5AjSjtDb5AMEChZ7Pqc5UxQCS5/If0Wy5A001iEFjpMECoxks3iSEwQDojSnuDfzBA8rBQa5oXMUC+nxov3TQxQMZtNIC3kDFAYcPTK2VZNkD0/dR46aY1QNZW7C+79zRApSxDHOuyNUAbDeAtkGA1QFK4HoXrYTVAZ9XnaiuGNUDBqKROQIM1QJSHhVrTvDRAbcX+sntyKUBzaJHtfP81QCPb+X5qPDJAoWez6nMVMUD+ZffkYRExQCzUmuYdtzJAEHo2qz53MUB24JwRpW0xQKW9wRcmszBAc9cS8kHPMEDiWBe30QAwQFXBqKROIC9Au7iNBvD2L0B2Tx4Wak0vQDSitDf4IjFAjErqBDSxMkD67evAObMxQBfZzvdTMzJAb4EExY/BMkDTTWIQWGkyQN9PjZduUjBAlIeFWtPcMEClvcEXJhMxQBIUP8bcJTBA1CtlGeIYMEB/2T15WLgwQBNhw9MrJTBANs07TtHxMEA17zhFR/IxQCcxCKwcijFANqs+V1uxLECPwvUoXO8yQHDOiNLe4C9AMnctIR/kMEBMN4lBYAUxQGkAb4EElTBA0ETY8PSKLkAtIR/0bPYuQHZPHhZqLTBAirDh6ZUiMkCKsOHplSIyQJ5eKcsQtzJA4lgXt9FwMkA2qz5XW1EwQGb35GGhJjBAMnctIR+kMUDMXUvIBz0wQOVhodY0DzBAoBov3STWMEBZhjjWxc0wQIy5awn5QDBAsp3vp8bbMUD3Bl+YTGUyQOF6FK5HoTFAiPTb14GDMUB56SYxCGwxQAg9m1WfKzBAlPYGX5gsL0CIhVrTvKMvQH4dOGdEOTBAMzMzMzODMUCFfNCzWQU0QAfOGVHaizNAcoqO5PJ/M0ClLEMc66IzQIv9ZffkMTNAih9j7lpiLkCQoPgx5q4uQHWTGARWDjFAkX77OnC+MkA/NV66SVwyQInS3uALYzJAklz+Q/p9MEDIBz2bVf8wQDQRNjy90i9AQxzr4jaKMUDHKTqSy+8xQIXrUbgeZTJArIvbaACfMUAJG55eKRsxQO5aQj7oOTFAhetRuB4lMkCbVZ+rrRgyQP32deCc8TJA93XgnBHlL0BR2ht8YfIvQLhAguLHuC9AZDvfT413LkAYJlMFozIwQGlv8IXJ9C1ArIvbaABPLkCsi9toAE8uQPmgZ7Pqky5AGCZTBaMSMUDPZtXnarswQBBYObTItjFAqRPQRNhgMUBEaW/whakxQMZtNIC3ADFAQxzr4jaqMUA2zTtO0REzQI51cRsNEDNAJlMFo5LKMUDKVMGopM4tQA3gLZCgWC1AliGOdXFLMUBtxf6ye6IxQOOlm8QgQDJAz/dT46ULNECitDf4wqQ0QMZtNIC3sDRAseHplbKsMUBU46WbxJAxQHxhMlUwCjJAQKTfvg4cMEDl8h/Sb78yQEoMAiuHxjJAWRe30QCuMkAjSnuDL4wyQMnlP6Tf/jJAtMh2vp+6M0DjpZvEIIAzQCPb+X5qjDNAwFsgQfFjNEDWxW00gLczQE9AE2HDszNAIR/0bFatMUAFo5I6Af0xQOqVsgxxzDFAzojS3uA7M0C30QDeAqkyQDY8vVKWkTJArkfhehSeMkBR2ht8YdIyQN0kBoGVAzNAukkMAivHMkAKaCJseMozQLFQa5p3DDBApN++DpwzMkD4wmSqYMQxQDJVMCqp8y1A8KfGSzfZMEB9rrZif1kuQPrt68A5Iy9AbcX+snvyLkABTYQNT48uQAisHFpkOy5AUdobfGESLkCPwvUoXM8tQLG/7J48TDBACmgibHiqMUD129eBcwYxQFg5tMh2ni5A2/l+aryUL0Db+X5qvJQvQMGopE5A8y9Aj8L1KFzvL0Dpt68D58wwQOoENBE2fDBAmpmZmZlZL0CamZmZmVkvQJm7lpAPejBACfmgZ7PqLkCt+lxtxR4vQPRsVn2uljFAdy0hH/Q8MEBvgQTFj1EwQEOtad5xSjBAkKD4MeZOMED4U+OlmzQwQOY/pN++Li1AjLlrCfkgLEDn+6nx0m0sQMuhRbbz3SxACRueXikrK0CRD3o2q84xQF3+Q/rtyzFA07zjFB3ZMEAAkX77OnAwQDXvOEVHgjBAOpLLf0gfLUDoaiv2lx0uQEcDeAskeDJAeekmMQi8MkCTOgFNhI0yQAKaCBue7jFAokW28/30LUBBguLHmCsxQPs6cM6IkjBA2ht8YTJVLUAT8kHPZoUyQFMFo5I6wS1Ady0hH/RsLkA2zTtO0bEuQKvP1VbsLy9AVHQkl/8QL0AQ6bevA8cvQJayDHGsOzNAkX77OnCuMkBAE2HD0xszQEATYcPTGzNA4zYawFswM0D+Q/rt68AyQLx0kxgEBjJA9wZfmEx1MUCsrdhfdg8yQGaIY13c9jFAMuauJeTDMUAAkX77OhAyQAaBlUOLLDFAZ0Rpb/AlL0DzjlN0JKcwQAfwFkhQTDBAjZduEoPAMUAtQxzr4qYxQJCg+DHmnjBApU5AE2GjL0AYJlMFo6IxQDojSnuDDzJAS1mGONZlL0AzMzMzM5MsQMIXJlMFoy5AtMh2vp+aL0AoDwu1pskxQPhT46Wb5DFAeVioNc37MUAtQxzr4sYxQOcdp+hIDjNAk6mCUUldMkAWak3zjuMyQC9uowG8JTBAWvW52optMECsrdhfdp8wQGTMXUvIdzBAZ0Rpb/ClLUA0gLdAgvIwQBIUP8bcRTBAVp+rrdj/L0A/NV66SQwvQGUZ4lgXFzBAlkOLbOf7L0Bt5/up8XIvQDcawFsgsTBA3+ALk6lSMUARx7q4jRY0QOF6FK5HoTBAPzVeukmMMEAJG55eKXszQF3+Q/rtazJAgQTFjzGHM0DVeOkmMbgzQFYOLbKdHzRAlkOLbOf7LUAIrBxaZAswQOVhodY0PzBABTQRNjw9MUAnwoanV5owQB/0bFZ9jjBAb/CFyVQxMUBYqDXNO74yQLprCfmglzNA3NeBc0YEM0AFo5I6AV0yQKhXyjLEsTFApgpGJXXSMUAxCKwcWgQwQN5xio7kIjBAhxbZzvdTMUBMpgpGJaUxQDLmriXkwzFAqmBUUidQMkD67evAOfMxQGpN845TZDJAak3zjlNkMkD1SlmGOLYwQPCFyVTBqDBAmN2Th4U6MEAtIR/0bJYuQBTQRNjwpDFAsp3vp8aLMUAW+8vuydMwQIzbaABvwTBAsHJoke28MEA2zTtO0WEwQAN4CyQoXjBA+n5qvHRzLkCoNc07TvErQJM6AU2EDSxAhXzQs1nVLEC/DpwzonQrQLPqc7UVOyxAQs9m1efKLEAZ4lgXt/EtQBniWBe38S1AqDXNO06RLkDCFyZTBfMyQJhuEoPASjJAMuauJeSzMkAHzhlR2sswQKRwPQrXMzBAXwfOGVE6MEB1kxgEVu4vQK1p3nGKzi9AXdxGA3jLMECV1AloIgwxQDY8vVKWMTFA9UpZhjhmM0AFo5I6AS0zQMxdS8gHzTJARGlv8IXpLUCGWtO841QuQJoIG55eCS1ABFYOLbK9LUAGgZVDi0wtQNbFbTSA1yxAVg4tsp1PLUBYqDXNO94xQILix5i7pjJAQj7o2ax6MkBKe4MvTBYxQJvmHafoqC9AH4XrUbiuMEBPQBNhw/MvQO7rwDkj2jBAD5wzorR3MUCV1AloIiwxQJLLf0i/PTFAKxiV1AlIMkBoke18P+UyQFwgQfFj3DJAxf6ye/KAMkC30QDeAukuQKhXyjLE4TFANjy9UpZRMkCOdXEbDaAxQDhnRGlvoDFAB/AWSFBMM0DzjlN0JNcyQFZ9rrZirzJASL99HTjHMkBMN4lBYGUtQJjdk4eFmitA4umVsgzRLEDjx5i7llAsQLpJDAIrByxAukkMAisHLEBy+Q/pt48sQEi/fR04hyxAiGNd3EajLEBbsb/snrwyQKUsQxzrAjNA9bnaiv3FMUBd3EYDeEsyQNuK/WX31DFA5/up8dJNMkCh1jTvOAUuQHe+nxovXS5ACyQofoy5LkAQ6bevA8cuQNGRXP5D2i5Aq8/VVuwPLkAXt9EA3gIzQNqs+lxttTJAKxiV1AloLkDdJAaBlXMyQI2XbhKDEDNAofgx5q6lLkCWIY51cXsuQMnlP6TfHi1As3vysFDrLEDJdr6fGl8yQL3jFB3JRTBAJuSDns3KL0AtQxzr4hYwQLIubqMBLDFAx0s3iUEgMkAgY+5aQi40QAwCK4cWGTRAc2iR7XyfM0DTTWIQWPksQNjw9EpZxi5ADeAtkKB4MkDOqs/VVmwyQEku/yH9djJAK/aX3ZO3MkC2hHzQs/kwQIEExY8xZzFAObTIdr5/MUCNKO0NvnAwQHctIR/0zDNAppvEILDCM0DWxW00gCc0QHqlLEMcyzFAKe0NvjCJMUAN4C2QoDgyQGFUUieg6S9AvVKWIY6VMEAQejarPncxQDC7Jw8LJTRARGlv8IW5NEDr4jYawDs0QJ+rrdhf9jNAat5xio40NECWsgxxrIszQJayDHGsizNAPzVeukm8M0AE54wo7R00QGHD0ytl+SxAkDF3LSFvMEDn+6nx0o0wQBE2PL1SNjBAhA1Pr5TlMECyne+nxnswQCKOdXEbLTBAfGEyVTAqMECvJeSDnj0wQAYSFD/GHDFA6+I2GsA7MUDZzvdT4wUxQCzUmuYdhzBAoyO5/IcUMEA4+MJkqiAwQF66SQwCqzFAklz+Q/rtMEDzH9JvX2c1QOm3rwPnHDZAOwFNhA1PNUDarPpcbTU1QCxlGeJYlzRAkQ96NqveNEAwKqkT0JQ0QEJg5dAiqzRAYqHWNO+IM0BiodY074gzQDVeukkMgjFAexSuR+FaMUAijnVxG30xQMDsnjwstDBA78nDQq15MECcxCCwcmgxQJ2AJsKGJzBAAd4CCYqPMEBhVFInoGktQNl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plot_height=200, plot_width=250)\n", " for param in [\"alpha\", \"b\"]\n", "]\n", "\n", "bokeh.io.show(bokeh.layouts.gridplot(plots, ncols=2))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Analysis for all genes\n", "\n", "We can do the same analysis for all genes. To do so, we input the data sets for each gene into the sampler and make our plot of the posterior. When we do the sampling, to avoid clutter on our screen, we can disable the logging that CmdStanPy sends by using the `bebi103.stan.disable_logging()` context manager." ] }, { "cell_type": "code", "execution_count": 10, "metadata": {}, "outputs": [ { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
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\n", "" ], "text/plain": [ ":Layout\n", " .Points.Rex1 :Points [alpha,b] (beta_)\n", " .Points.Rest :Points [alpha,b] (beta_)\n", " .Points.Nanog :Points [alpha,b] (beta_)\n", " .Points.Prdm14 :Points [alpha,b] (beta_)" ] }, "execution_count": 10, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "2419" } }, "output_type": "execute_result" } ], "source": [ "plots = []\n", "\n", "for gene in df.columns:\n", " data = dict(N=len(df), n=df[gene].values.astype(int))\n", "\n", " with bebi103.stan.disable_logging():\n", " samples = sm.sample(data=data)\n", "\n", " samples = az.from_cmdstanpy(posterior=samples)\n", " df_mcmc = samples.posterior.to_dataframe()\n", "\n", " plots.append(\n", " hv.Points(data=df_mcmc, kdims=[(\"alpha\", \"α\"), \"b\"], label=gene).opts(\n", " alpha=0.05, axiswise=True, frame_height=200, frame_width=200, size=2\n", " )\n", " )\n", "\n", "hv.Layout(plots).cols(2)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "Note that this single Negative Binomial model probably does not describe the Rex1 data, as can be seen from the ECDF of the measurements. Nonetheless, we can still assume the model is true and compute (i.e., sample) the posterior *as if the model were true*. This is always what we are doing when we perform parameter estimations. That said, we should seek more apt model for Rex1." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Display of \"best fit\"\n", "\n", "After performing an MCMC calculation to access the posterior, we often want to visualize, for example, the ECDF of the measurements along with ECDFs predicted from the model. We will discuss methods for doing this in coming lessons when we discuss **posterior predictive checks**. For now, we will plot theoretical CDFs for parameter sets drawn from the posterior. First, we'll grad the posterior samples again." ] }, { "cell_type": "code", "execution_count": 11, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:cmdstanpy:start chain 1\n", "INFO:cmdstanpy:start chain 2\n", "INFO:cmdstanpy:finish chain 2\n", "INFO:cmdstanpy:start chain 3\n", "INFO:cmdstanpy:finish chain 1\n", "INFO:cmdstanpy:start chain 4\n", "INFO:cmdstanpy:finish chain 3\n", "INFO:cmdstanpy:finish chain 4\n" ] } ], "source": [ "# Re-obtain samples for rest\n", "data = dict(N=len(df), n=df[\"Rest\"].values.astype(int))\n", "samples = sm.sample( \n", " data=data,\n", " chains=4,\n", " sampling_iters=1000,\n", ")\n", "samples = az.from_cmdstanpy(posterior=samples)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "And now we'll get a plot of the ECDF." ] }, { "cell_type": "code", "execution_count": 12, "metadata": {}, "outputs": [], "source": [ "p = bokeh_catplot.ecdf(data=df['Rest'].values, x_axis_label='mRNA count')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "We'll generate a new CDFs for 100 sets of parameter values." ] }, { "cell_type": "code", "execution_count": 13, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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"alphas = samples.posterior['alpha'].values.flatten()[::40]\n", "betas = samples.posterior['beta_'].values.flatten()[::40]\n", "\n", "for alpha, beta in zip(alphas, betas):\n", " y = st.nbinom.cdf(x, alpha, beta/(1+beta))\n", " x_plot, y_plot = bebi103.viz.cdf_to_staircase(x, y)\n", " p.line(x_plot, y_plot, line_width=0.5, color='orange', level='underlay')\n", " \n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The measured CDF seems to be within reason given the model. This is not true for the Rex1 gene, however?" ] }, { "cell_type": "code", "execution_count": 14, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "INFO:cmdstanpy:start chain 1\n", "INFO:cmdstanpy:start chain 2\n", "INFO:cmdstanpy:finish chain 2\n", "INFO:cmdstanpy:start chain 3\n", "INFO:cmdstanpy:finish chain 1\n", "INFO:cmdstanpy:start chain 4\n", "INFO:cmdstanpy:finish chain 3\n", "INFO:cmdstanpy:finish chain 4\n" ] }, { "data": { "text/html": [ "\n", "\n", "\n", "\n", "\n", "\n", "
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Application\",\"version\":\"1.4.0\"}};\n", " var render_items = [{\"docid\":\"1b9953d4-40a8-4e0f-819c-3d423b2390f2\",\"roots\":{\"4982\":\"0640be7c-3692-4c58-a969-cb868732ed12\"}}];\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": "4982" } }, "output_type": "display_data" } ], "source": [ "# Re-obtain samples for rest\n", "data = dict(N=len(df), n=df[\"Rex1\"].values.astype(int))\n", "samples = sm.sample( \n", " data=data,\n", " chains=4,\n", " sampling_iters=1000,\n", ")\n", "samples = az.from_cmdstanpy(posterior=samples)\n", "\n", "# Make ECDF\n", "p = bokeh_catplot.ecdf(data=df['Rex1'].values, x_axis_label='mRNA count')\n", "\n", "# x-values and samples to use in plot\n", "x = np.arange(426)\n", "alphas = samples.posterior['alpha'].values.flatten()[::40]\n", "betas = samples.posterior['beta_'].values.flatten()[::40]\n", "\n", "for alpha, beta in zip(alphas, betas):\n", " y = st.nbinom.cdf(x, alpha, beta/(1+beta))\n", " x_plot, y_plot = bebi103.viz.cdf_to_staircase(x, y)\n", " p.line(x_plot, y_plot, line_width=0.5, color='orange', level='underlay')\n", " \n", "bokeh.io.show(p)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "The lesson here is that getting nicely identifiable parameter estimates does not mean that the model is good. Again, we will do more careful assessment of this when we do posterior predictive checks." ] }, { "cell_type": "code", "execution_count": 15, "metadata": {}, "outputs": [], "source": [ "bebi103.stan.clean_cmdstan()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Computing environment" ] }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "CPython 3.7.6\n", "IPython 7.11.1\n", "\n", "numpy 1.18.1\n", "scipy 1.3.1\n", "pandas 0.24.2\n", "cmdstanpy 0.8.0\n", "arviz 0.6.1\n", "bokeh 1.4.0\n", "bokeh_catplot 0.1.7\n", "holoviews 1.12.7\n", "bebi103 0.0.50\n", "jupyterlab 1.2.5\n" ] } ], "source": [ "%load_ext watermark\n", "%watermark -v -p numpy,scipy,pandas,cmdstanpy,arviz,bokeh,bokeh_catplot,holoviews,bebi103,jupyterlab" ] } ], "metadata": { "anaconda-cloud": {}, "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": "3.7.6" } }, "nbformat": 4, "nbformat_minor": 4 }