{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Figure and data processing for *Topical Review: Extracting Molecular Frame Photoionization Dynamics from Experimental Data*\n", "18/07/22\n", "\n", "This document illustrates the use of [the Photoelectron Metrology Toolkit (PEMtk)](https://pemtk.readthedocs.io/en/latest/) for analysis of matrix element fitting results, plus some additional plotting routines. Results and figures are as reported in the manuscript *Topical Review: Extracting Molecular Frame Photoionization Dynamics from Experimental Data* [1], available [via Authorea](https://www.authorea.com/users/71114/articles/447808-topical-review-extracting-molecular-frame-photoionization-dynamics-from-experimental-data).\n", "\n", "Full data and code (current version) available via [Figshare, DOI: 10.6084/m9.figshare.20293782](https://dx.doi.org/10.6084/m9.figshare.20293782).\n", "\n", "For general info, see the [PEMtk analysis routines docs](https://pemtk.readthedocs.io/en/latest/fitting/PEMtk_fitting_multiproc_class_analysis_141121-tidy.html).\n", "\n", "v29/07/22: tidied up, fixed fig panel labels.\n", "\n", "v26/07/22: updated plots now in place, just needs a tidy up.\n", "\n", "v18/07/22: adapted from original processing notebooks 23/04/22, tidied up for distribution, plus some PEMtk updates incorporated.\n", "\n", "For MFPAD surface plots see the notebook `MFPAD_replotting_from_file_190722-dist.ipynb`." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Setup\n", "\n", "Load fit & analysis class and import data (currently a bit messy)." ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "saveTables = False\n", "saveFigs = True # Set to save figs to file\n", "exportData = False # Save processed data to file" ] }, { "cell_type": "code", "execution_count": 2, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** ePSproc installation not found, setting for local copy.\n" ] }, { "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", " if (typeof (root._bokeh_timeout) === 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t=e,n=(r=a)[0],o=r[1],void(!(n in t)&&o in t&&(t[n]=t[o],3===r.length&&(t[n]=r[2](t[n]))));var t,r,n,o}),e.long0||!e.longc||\"Albers_Conic_Equal_Area\"!==e.projName&&\"Lambert_Azimuthal_Equal_Area\"!==e.projName||(e.long0=e.longc),e.lat_ts||!e.lat1||\"Stereographic_South_Pole\"!==e.projName&&\"Polar Stereographic (variant B)\"!==e.projName||(e.lat0=i(e.lat1>0?90:-90),e.lat_ts=e.lat1)}(_.output),n(a,_.output)}},\n", " function _(n,r,i){r.exports=function(n,r){var i,o;if(n=n||{},!r)return n;for(o in r)void 0!==(i=r[o])&&(n[o]=i);return n}},\n", " function _(n,o,t){var r=[n(144),n(150)],e={},a=[];function i(n,o){var t=a.length;return n.names?(a[t]=n,n.names.forEach(function(n){e[n.toLowerCase()]=t}),this):(console.log(o),!0)}t.add=i,t.get=function(n){if(!n)return!1;var o=n.toLowerCase();return void 0!==e[o]&&a[e[o]]?a[e[o]]:void 0},t.start=function(){r.forEach(i)}},\n", " function _(t,s,i){var h=t(145),a=Math.PI/2,e=57.29577951308232,r=t(146),n=Math.PI/4,l=t(148),o=t(149);i.init=function(){var t=this.b/this.a;this.es=1-t*t,\"x0\"in this||(this.x0=0),\"y0\"in this||(this.y0=0),this.e=Math.sqrt(this.es),this.lat_ts?this.sphere?this.k0=Math.cos(this.lat_ts):this.k0=h(this.e,Math.sin(this.lat_ts),Math.cos(this.lat_ts)):this.k0||(this.k?this.k0=this.k:this.k0=1)},i.forward=function(t){var s,i,h=t.x,o=t.y;if(o*e>90&&o*e<-90&&h*e>180&&h*e<-180)return null;if(Math.abs(Math.abs(o)-a)<=1e-10)return null;if(this.sphere)s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0+this.a*this.k0*Math.log(Math.tan(n+.5*o));else{var M=Math.sin(o),u=l(this.e,o,M);s=this.x0+this.a*this.k0*r(h-this.long0),i=this.y0-this.a*this.k0*Math.log(u)}return t.x=s,t.y=i,t},i.inverse=function(t){var s,i,h=t.x-this.x0,e=t.y-this.y0;if(this.sphere)i=a-2*Math.atan(Math.exp(-e/(this.a*this.k0)));else{var n=Math.exp(-e/(this.a*this.k0));if(-9999===(i=o(this.e,n)))return null}return s=r(this.long0+h/(this.a*this.k0)),t.x=s,t.y=i,t},i.names=[\"Mercator\",\"Popular Visualisation Pseudo Mercator\",\"Mercator_1SP\",\"Mercator_Auxiliary_Sphere\",\"merc\"]},\n", " function _(t,n,r){n.exports=function(t,n,r){var o=t*n;return r/Math.sqrt(1-o*o)}},\n", " function _(t,n,a){var r=2*Math.PI,o=t(147);n.exports=function(t){return Math.abs(t)<=3.14159265359?t:t-o(t)*r}},\n", " function _(n,t,o){t.exports=function(n){return n<0?-1:1}},\n", " function _(t,a,n){var r=Math.PI/2;a.exports=function(t,a,n){var o=t*n,h=.5*t;return o=Math.pow((1-o)/(1+o),h),Math.tan(.5*(r-a))/o}},\n", " function _(a,t,n){var r=Math.PI/2;t.exports=function(a,t){for(var n,h,M=.5*a,o=r-2*Math.atan(t),e=0;e<=15;e++)if(n=a*Math.sin(o),o+=h=r-2*Math.atan(t*Math.pow((1-n)/(1+n),M))-o,Math.abs(h)<=1e-10)return o;return-9999}},\n", " function _(n,i,t){function e(n){return n}t.init=function(){},t.forward=e,t.inverse=e,t.names=[\"longlat\",\"identity\"]},\n", " function _(r,e,t){var n=r(152);t.eccentricity=function(r,e,t,n){var a=r*r,c=e*e,f=(a-c)/a,i=0;return n?(a=(r*=1-f*(.16666666666666666+f*(.04722222222222222+.022156084656084655*f)))*r,f=0):i=Math.sqrt(f),{es:f,e:i,ep2:(a-c)/c}},t.sphere=function(r,e,t,a,c){if(!r){var f=n[a];f||(f=n.WGS84),r=f.a,e=f.b,t=f.rf}return t&&!e&&(e=(1-1/t)*r),(0===t||Math.abs(r-e)<1e-10)&&(c=!0,e=r),{a:r,b:e,rf:t,sphere:c}}},\n", " function _(e,a,l){l.MERIT={a:6378137,rf:298.257,ellipseName:\"MERIT 1983\"},l.SGS85={a:6378136,rf:298.257,ellipseName:\"Soviet Geodetic System 85\"},l.GRS80={a:6378137,rf:298.257222101,ellipseName:\"GRS 1980(IUGG, 1980)\"},l.IAU76={a:6378140,rf:298.257,ellipseName:\"IAU 1976\"},l.airy={a:6377563.396,b:6356256.91,ellipseName:\"Airy 1830\"},l.APL4={a:6378137,rf:298.25,ellipseName:\"Appl. 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p=1,u=2,r=4,_=5,d=484813681109536e-20;m.exports=function(a,m,t,s,e,n){var o={};return o.datum_type=r,a&&\"none\"===a&&(o.datum_type=_),m&&(o.datum_params=m.map(parseFloat),0===o.datum_params[0]&&0===o.datum_params[1]&&0===o.datum_params[2]||(o.datum_type=p),o.datum_params.length>3&&(0===o.datum_params[3]&&0===o.datum_params[4]&&0===o.datum_params[5]&&0===o.datum_params[6]||(o.datum_type=u,o.datum_params[3]*=d,o.datum_params[4]*=d,o.datum_params[5]*=d,o.datum_params[6]=o.datum_params[6]/1e6+1))),o.a=t,o.b=s,o.es=e,o.ep2=n,o}},\n", " function _(t,e,r){var m=.017453292519943295,a=57.29577951308232,o=1,u=2,n=t(156),d=t(158),y=t(134),_=t(159);e.exports=function t(e,r,x){var i;return Array.isArray(x)&&(x=_(x)),e.datum&&r.datum&&function(t,e){return(t.datum.datum_type===o||t.datum.datum_type===u)&&\"WGS84\"!==e.datumCode||(e.datum.datum_type===o||e.datum.datum_type===u)&&\"WGS84\"!==t.datumCode}(e,r)&&(x=t(e,i=new y(\"WGS84\"),x),e=i),\"enu\"!==e.axis&&(x=d(e,!1,x)),\"longlat\"===e.projName?x={x:x.x*m,y:x.y*m}:(e.to_meter&&(x={x:x.x*e.to_meter,y:x.y*e.to_meter}),x=e.inverse(x)),e.from_greenwich&&(x.x+=e.from_greenwich),x=n(e.datum,r.datum,x),r.from_greenwich&&(x={x:x.x-r.grom_greenwich,y:x.y}),\"longlat\"===r.projName?x={x:x.x*a,y:x.y*a}:(x=r.forward(x),r.to_meter&&(x={x:x.x/r.to_meter,y:x.y/r.to_meter})),\"enu\"!==r.axis?d(r,!0,x):x}},\n", " function _(t,e,a){var u=1,m=2,o=t(157);function c(t){return t===u||t===m}e.exports=function(t,e,a){return o.compareDatums(t,e)?a:5===t.datum_type||5===e.datum_type?a:t.es!==e.es||t.a!==e.a||c(t.datum_type)||c(e.datum_type)?(a=o.geodeticToGeocentric(a,t.es,t.a),c(t.datum_type)&&(a=o.geocentricToWgs84(a,t.datum_type,t.datum_params)),c(e.datum_type)&&(a=o.geocentricFromWgs84(a,e.datum_type,e.datum_params)),o.geocentricToGeodetic(a,e.es,e.a,e.b)):a}},\n", " function _(a,t,r){var m=Math.PI/2;r.compareDatums=function(a,t){return a.datum_type===t.datum_type&&(!(a.a!==t.a||Math.abs(this.es-t.es)>5e-11)&&(1===a.datum_type?this.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]:2!==a.datum_type||a.datum_params[0]===t.datum_params[0]&&a.datum_params[1]===t.datum_params[1]&&a.datum_params[2]===t.datum_params[2]&&a.datum_params[3]===t.datum_params[3]&&a.datum_params[4]===t.datum_params[4]&&a.datum_params[5]===t.datum_params[5]&&a.datum_params[6]===t.datum_params[6]))},r.geodeticToGeocentric=function(a,t,r){var s,u,e,n,d=a.x,i=a.y,p=a.z?a.z:0;if(i<-m&&i>-1.001*m)i=-m;else if(i>m&&i<1.001*m)i=m;else if(i<-m||i>m)return null;return d>Math.PI&&(d-=2*Math.PI),u=Math.sin(i),n=Math.cos(i),e=u*u,{x:((s=r/Math.sqrt(1-t*e))+p)*n*Math.cos(d),y:(s+p)*n*Math.sin(d),z:(s*(1-t)+p)*u}},r.geocentricToGeodetic=function(a,t,r,s){var u,e,n,d,i,p,_,h,o,y,c,z,M,x,f,g=a.x,l=a.y,q=a.z?a.z:0;if(u=Math.sqrt(g*g+l*l),e=Math.sqrt(g*g+l*l+q*q),u/r<1e-12){if(x=0,e/r<1e-12)return m,f=-s,{x:a.x,y:a.y,z:a.z}}else x=Math.atan2(l,g);n=q/e,h=(d=u/e)*(1-t)*(i=1/Math.sqrt(1-t*(2-t)*d*d)),o=n*i,M=0;do{M++,p=t*(_=r/Math.sqrt(1-t*o*o))/(_+(f=u*h+q*o-_*(1-t*o*o))),z=(c=n*(i=1/Math.sqrt(1-p*(2-p)*d*d)))*h-(y=d*(1-p)*i)*o,h=y,o=c}while(z*z>1e-24&&M<30);return{x:x,y:Math.atan(c/Math.abs(y)),z:f}},r.geocentricToWgs84=function(a,t,r){if(1===t)return{x:a.x+r[0],y:a.y+r[1],z:a.z+r[2]};if(2===t){var m=r[0],s=r[1],u=r[2],e=r[3],n=r[4],d=r[5],i=r[6];return{x:i*(a.x-d*a.y+n*a.z)+m,y:i*(d*a.x+a.y-e*a.z)+s,z:i*(-n*a.x+e*a.y+a.z)+u}}},r.geocentricFromWgs84=function(a,t,r){if(1===t)return{x:a.x-r[0],y:a.y-r[1],z:a.z-r[2]};if(2===t){var m=r[0],s=r[1],u=r[2],e=r[3],n=r[4],d=r[5],i=r[6],p=(a.x-m)/i,_=(a.y-s)/i,h=(a.z-u)/i;return{x:p+d*_-n*h,y:-d*p+_+e*h,z:n*p-e*_+h}}}},\n", " function _(e,a,r){a.exports=function(e,a,r){var s,c,i,n=r.x,o=r.y,t=r.z||0,u={};for(i=0;i<3;i++)if(!a||2!==i||void 0!==r.z)switch(0===i?(s=n,c=\"x\"):1===i?(s=o,c=\"y\"):(s=t,c=\"z\"),e.axis[i]){case\"e\":u[c]=s;break;case\"w\":u[c]=-s;break;case\"n\":u[c]=s;break;case\"s\":u[c]=-s;break;case\"u\":void 0!==r[c]&&(u.z=s);break;case\"d\":void 0!==r[c]&&(u.z=-s);break;default:return null}return u}},\n", " function _(n,t,e){t.exports=function(n){var t={x:n[0],y:n[1]};return n.length>2&&(t.z=n[2]),n.length>3&&(t.m=n[3]),t}},\n", " function _(e,t,n){var i=e(113),r=e(161),o=e(165),l=e(121),u=e(166),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.visuals=new o.Visuals(this.model),this._has_finished=!0},Object.defineProperty(t.prototype,\"plot_view\",{get:function(){return this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"plot_model\",{get:function(){return this.parent.model},enumerable:!0,configurable:!0}),t.prototype.request_render=function(){this.plot_view.request_render()},t.prototype.map_to_screen=function(e,t){return this.plot_view.map_to_screen(e,t,this.model.x_range_name,this.model.y_range_name)},Object.defineProperty(t.prototype,\"needs_clip\",{get:function(){return!1},enumerable:!0,configurable:!0}),t.prototype.notify_finished=function(){this.plot_view.notify_finished()},Object.defineProperty(t.prototype,\"has_webgl\",{get:function(){return!1},enumerable:!0,configurable:!0}),t}(r.DOMView);n.RendererView=_,_.__name__=\"RendererView\";var p=function(e){function t(t){return e.call(this,t)||this}return i.__extends(t,e),t.init_Renderer=function(){this.define({level:[l.RenderLevel],visible:[l.Boolean,!0]})},t}(u.Model);n.Renderer=p,p.__name__=\"Renderer\",p.init_Renderer()},\n", " function _(e,t,n){var i=e(113),r=e(162),o=e(163),s=e(164),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this._has_finished=!1,this.el=this._createElement()},t.prototype.remove=function(){o.removeElement(this.el),e.prototype.remove.call(this)},t.prototype.css_classes=function(){return[]},t.prototype.cursor=function(e,t){return null},t.prototype.render=function(){},t.prototype.renderTo=function(e){e.appendChild(this.el),this.render()},t.prototype.has_finished=function(){return this._has_finished},Object.defineProperty(t.prototype,\"_root_element\",{get:function(){return o.parent(this.el,\".\"+s.bk_root)||document.body},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_idle\",{get:function(){return this.has_finished()},enumerable:!0,configurable:!0}),t.prototype._createElement=function(){return o.createElement(this.tagName,{class:this.css_classes()})},t}(r.View);n.DOMView=p,p.__name__=\"DOMView\",p.prototype.tagName=\"div\"},\n", " function _(t,e,n){var o=t(113),i=t(116),r=t(109),a=t(127),s=function(t){function e(e){var n=t.call(this)||this;if(n.removed=new i.Signal0(n,\"removed\"),null==e.model)throw new Error(\"model of a view wasn't configured\");return n.model=e.model,n._parent=e.parent,n.id=e.id||a.uniqueId(),n.initialize(),!1!==e.connect_signals&&n.connect_signals(),n}return o.__extends(e,t),e.prototype.initialize=function(){},e.prototype.remove=function(){this._parent=void 0,this.disconnect_signals(),this.removed.emit()},e.prototype.toString=function(){return this.model.type+\"View(\"+this.id+\")\"},e.prototype.serializable_state=function(){return{type:this.model.type}},Object.defineProperty(e.prototype,\"parent\",{get:function(){if(void 0!==this._parent)return this._parent;throw new Error(\"parent of a view wasn't configured\")},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"is_root\",{get:function(){return null===this.parent},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"root\",{get:function(){return this.is_root?this:this.parent.root},enumerable:!0,configurable:!0}),e.prototype.assert_root=function(){if(!this.is_root)throw new Error(this.toString()+\" is not a root layout\")},e.prototype.connect_signals=function(){},e.prototype.disconnect_signals=function(){i.Signal.disconnectReceiver(this)},e.prototype.on_change=function(t,e){for(var n=0,o=r.isArray(t)?t:[t];n\":case\"vertical_wave\":_.moveTo(n,0),_.lineTo(3*n,c),_.lineTo(n,l),_.stroke();break;case\"*\":case\"criss_cross\":h(_,l),o(_,l,c),s(_,l,c)}return r}var r=function(){function e(e,t){void 0===t&&(t=\"\"),this.obj=e,this.prefix=t,this.cache={};for(var a=0,i=this.attrs;a0){var n=t[l];return null==n&&(t[l]=n=new e(l,o)),n}throw new TypeError(\"Logger.get() expects a non-empty string name and an optional log-level\")},Object.defineProperty(e.prototype,\"level\",{get:function(){return this.get_level()},enumerable:!0,configurable:!0}),e.prototype.get_level=function(){return this._log_level},e.prototype.set_level=function(l){if(l instanceof r)this._log_level=l;else{if(!n.isString(l)||null==e.log_levels[l])throw new Error(\"Logger.set_level() expects a log-level object or a string name of a log-level\");this._log_level=e.log_levels[l]}var o=\"[\"+this._name+\"]\";for(var t in e.log_levels){e.log_levels[t].levele?a.slice(-e):a}if(l.isTypedArray(t)){var i=t.length+n.length;if(null!=e&&i>e){var r=i-e,o=t.length;a=void 0;t.length0?this.selected_glyphs[0]:null},enumerable:!0,configurable:!0}),e.prototype.add_to_selected_glyphs=function(i){this.selected_glyphs.push(i)},e.prototype.update=function(i,e,t){this.final=e,t?this.update_through_union(i):(this.indices=i.indices,this.line_indices=i.line_indices,this.selected_glyphs=i.selected_glyphs,this.get_view=i.get_view,this.multiline_indices=i.multiline_indices,this.image_indices=i.image_indices)},e.prototype.clear=function(){this.final=!0,this.indices=[],this.line_indices=[],this.multiline_indices={},this.get_view=function(){return null},this.selected_glyphs=[]},e.prototype.is_empty=function(){return 0==this.indices.length&&0==this.line_indices.length&&0==this.image_indices.length},e.prototype.update_through_union=function(i){this.indices=l.union(i.indices,this.indices),this.selected_glyphs=l.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=l.union(i.line_indices,this.line_indices),this.get_view()||(this.get_view=i.get_view),this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)},e.prototype.update_through_intersection=function(i){this.indices=l.intersection(i.indices,this.indices),this.selected_glyphs=l.union(i.selected_glyphs,this.selected_glyphs),this.line_indices=l.union(i.line_indices,this.line_indices),this.get_view()||(this.get_view=i.get_view),this.multiline_indices=h.merge(i.multiline_indices,this.multiline_indices)},e}(s.Model);t.Selection=d,d.__name__=\"Selection\",d.init_Selection()},\n", " function _(e,t,i){var n=e(113),o=e(115),r=e(173),s=e(175),c=e(192),l=e(121),p=function(e){function t(t){var i=e.call(this,t)||this;return i.inspectors={},i}return n.__extends(t,e),t.init_SelectionManager=function(){this.internal({source:[l.Any]})},t.prototype.select=function(e,t,i,n){void 0===n&&(n=!1);for(var o=[],r=[],l=0,p=e;l0){d=this.source.selection_policy.hit_test(t,o);a=a||this.source.selection_policy.do_selection(d,this.source,i,n)}return a},t.prototype.inspect=function(e,t){var i=!1;if(e instanceof s.GlyphRendererView){if(null!=(o=e.hit_test(t))){i=!o.is_empty();var n=this.get_or_create_inspector(e.model);n.update(o,!0,!1),this.source.setv({inspected:n},{silent:!0}),this.source.inspect.emit([e,{geometry:t}])}}else if(e instanceof c.GraphRendererView){var o=e.model.inspection_policy.hit_test(t,e);i=i||e.model.inspection_policy.do_inspection(o,t,e,!1,!1)}return i},t.prototype.clear=function(e){this.source.selected.clear(),null!=e&&this.get_or_create_inspector(e.model).clear()},t.prototype.get_or_create_inspector=function(e){return null==this.inspectors[e.id]&&(this.inspectors[e.id]=new r.Selection),this.inspectors[e.id]},t}(o.HasProps);i.SelectionManager=p,p.__name__=\"SelectionManager\",p.init_SelectionManager()},\n", " function _(e,t,i){var n=e(113),l=e(176),s=e(177),h=e(187),r=e(188),o=e(190),a=e(191),d=e(167),c=e(121),_=e(114),p=e(110),u=e(125),g=e(184),y={fill:{},line:{}},m={fill:{fill_alpha:.3,fill_color:\"grey\"},line:{line_alpha:.3,line_color:\"grey\"}},v={fill:{fill_alpha:.2},line:{}},f=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this);var t=this.model.glyph,i=p.includes(t.mixins,\"fill\"),n=p.includes(t.mixins,\"line\"),l=u.clone(t.attributes);function s(e){var s=u.clone(l);return i&&u.extend(s,e.fill),n&&u.extend(s,e.line),new t.constructor(s)}delete l.id,this.glyph=this.build_glyph_view(t);var h=this.model.selection_glyph;null==h?h=s({fill:{},line:{}}):\"auto\"===h&&(h=s(y)),this.selection_glyph=this.build_glyph_view(h);var r=this.model.nonselection_glyph;null==r?r=s({fill:{},line:{}}):\"auto\"===r&&(r=s(v)),this.nonselection_glyph=this.build_glyph_view(r);var o=this.model.hover_glyph;null!=o&&(this.hover_glyph=this.build_glyph_view(o));var a=this.model.muted_glyph;null!=a&&(this.muted_glyph=this.build_glyph_view(a));var d=s(m);this.decimated_glyph=this.build_glyph_view(d),this.xscale=this.plot_view.frame.xscales[this.model.x_range_name],this.yscale=this.plot_view.frame.yscales[this.model.y_range_name],this.set_data(!1)},t.prototype.build_glyph_view=function(e){return new e.default_view({model:e,parent:this})},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.request_render()}),this.connect(this.model.glyph.change,function(){return t.set_data()}),this.connect(this.model.data_source.change,function(){return t.set_data()}),this.connect(this.model.data_source.streaming,function(){return t.set_data()}),this.connect(this.model.data_source.patching,function(e){return t.set_data(!0,e)}),this.connect(this.model.data_source.selected.change,function(){return t.request_render()}),this.connect(this.model.data_source._select,function(){return t.request_render()}),null!=this.hover_glyph&&this.connect(this.model.data_source.inspect,function(){return t.request_render()}),this.connect(this.model.properties.view.change,function(){return t.set_data()}),this.connect(this.model.view.change,function(){return t.set_data()}),this.connect(this.model.properties.visible.change,function(){return t.plot_view.update_dataranges()});var i=this.plot_view.frame,n=i.x_ranges,l=i.y_ranges;for(var s in n){(h=n[s])instanceof g.FactorRange&&this.connect(h.change,function(){return t.set_data()})}for(var s in l){var h;(h=l[s])instanceof g.FactorRange&&this.connect(h.change,function(){return t.set_data()})}this.connect(this.model.glyph.transformchange,function(){return t.set_data()})},t.prototype.have_selection_glyphs=function(){return null!=this.selection_glyph&&null!=this.nonselection_glyph},t.prototype.set_data=function(e,t){void 0===e&&(e=!0),void 0===t&&(t=null);var i=Date.now(),n=this.model.data_source;this.all_indices=this.model.view.indices,this.glyph.model.setv({x_range_name:this.model.x_range_name,y_range_name:this.model.y_range_name},{silent:!0}),this.glyph.set_data(n,this.all_indices,t),this.glyph.set_visuals(n),this.decimated_glyph.set_visuals(n),this.have_selection_glyphs()&&(this.selection_glyph.set_visuals(n),this.nonselection_glyph.set_visuals(n)),null!=this.hover_glyph&&this.hover_glyph.set_visuals(n),null!=this.muted_glyph&&this.muted_glyph.set_visuals(n);var l=this.plot_model.lod_factor;this.decimated=[];for(var s=0,h=Math.floor(this.all_indices.length/l);s0?w[\"1d\"].indices:_.map(Object.keys(w[\"2d\"].indices),function(e){return parseInt(e)})),x=_.filter(a,function(t){return 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t=0,i=n;to&&(e=(t=[o,e])[0],o=t[1]),r>a&&(r=(i=[a,r])[0],a=i[1]),{x0:e,y0:r,x1:o,y1:a}},Object.defineProperty(n.prototype,\"bbox\",{get:function(){if(null==this.index)return r.empty();var n=this.index;return{x0:n.minX,y0:n.minY,x1:n.maxX,y1:n.maxY}},enumerable:!0,configurable:!0}),n.prototype.search=function(n){var t=this;if(null==this.index)return[];var i=this._normalize(n),e=i.x0,r=i.y0,o=i.x1,a=i.y1;return this.index.search(e,r,o,a).map(function(n){return t.points[n]})},n.prototype.indices=function(n){return this.search(n).map(function(n){return n.i})},n}();i.SpatialIndex=o,o.__name__=\"SpatialIndex\"},\n", " function _(t,s,i){var e,h;e=this,h=function(){\"use strict\";var t=function(){this.ids=[],this.values=[],this.length=0};t.prototype.clear=function(){this.length=this.ids.length=this.values.length=0},t.prototype.push=function(t,s){this.ids.push(t),this.values.push(s);for(var i=this.length++;i>0;){var e=i-1>>1,h=this.values[e];if(s>=h)break;this.ids[i]=this.ids[e],this.values[i]=h,i=e}this.ids[i]=t,this.values[i]=s},t.prototype.pop=function(){if(0!==this.length){var t=this.ids[0];if(this.length--,this.length>0){for(var s=this.ids[0]=this.ids[this.length],i=this.values[0]=this.values[this.length],e=this.length>>1,h=0;h=i)break;this.ids[h]=o,this.values[h]=a,h=r}this.ids[h]=s,this.values[h]=i}return this.ids.pop(),this.values.pop(),t}},t.prototype.peek=function(){return this.ids[0]},t.prototype.peekValue=function(){return this.values[0]};var s=[Int8Array,Uint8Array,Uint8ClampedArray,Int16Array,Uint16Array,Int32Array,Uint32Array,Float32Array,Float64Array],i=function(i,e,h,r){if(void 0===e&&(e=16),void 0===h&&(h=Float64Array),void 0===i)throw new Error(\"Missing required argument: numItems.\");if(isNaN(i)||i<=0)throw new Error(\"Unpexpected numItems value: \"+i+\".\");this.numItems=+i,this.nodeSize=Math.min(Math.max(+e,2),65535);var n=i,o=n;this._levelBounds=[4*n];do{o+=n=Math.ceil(n/this.nodeSize),this._levelBounds.push(4*o)}while(1!==n);this.ArrayType=h||Float64Array,this.IndexArrayType=o<16384?Uint16Array:Uint32Array;var a=s.indexOf(this.ArrayType),u=4*o*this.ArrayType.BYTES_PER_ELEMENT;if(a<0)throw new Error(\"Unexpected typed array class: \"+h+\".\");r&&r instanceof ArrayBuffer?(this.data=r,this._boxes=new this.ArrayType(this.data,8,4*o),this._indices=new this.IndexArrayType(this.data,8+u,o),this._pos=4*o,this.minX=this._boxes[this._pos-4],this.minY=this._boxes[this._pos-3],this.maxX=this._boxes[this._pos-2],this.maxY=this._boxes[this._pos-1]):(this.data=new ArrayBuffer(8+u+o*this.IndexArrayType.BYTES_PER_ELEMENT),this._boxes=new this.ArrayType(this.data,8,4*o),this._indices=new this.IndexArrayType(this.data,8+u,o),this._pos=0,this.minX=1/0,this.minY=1/0,this.maxX=-1/0,this.maxY=-1/0,new Uint8Array(this.data,0,2).set([251,48+a]),new Uint16Array(this.data,2,1)[0]=e,new Uint32Array(this.data,4,1)[0]=i),this._queue=new t};function e(t,s,i){return t>1;s[h]>t?e=h:i=h+1}return s[i]}function r(t,s,i,e,h){var r=t[e];t[e]=t[h],t[h]=r;var n=4*e,o=4*h,a=s[n],u=s[n+1],p=s[n+2],d=s[n+3];s[n]=s[o],s[n+1]=s[o+1],s[n+2]=s[o+2],s[n+3]=s[o+3],s[o]=a,s[o+1]=u,s[o+2]=p,s[o+3]=d;var _=i[e];i[e]=i[h],i[h]=_}function n(t,s){var i=t^s,e=65535^i,h=65535^(t|s),r=t&(65535^s),n=i|e>>1,o=i>>1^i,a=h>>1^e&r>>1^h,u=i&h>>1^r>>1^r;o=(i=n)&(e=o)>>2^e&(i^e)>>2,a^=i&(h=a)>>2^e&(r=u)>>2,u^=e&h>>2^(i^e)&r>>2,o=(i=n=i&i>>2^e&e>>2)&(e=o)>>4^e&(i^e)>>4,a^=i&(h=a)>>4^e&(r=u)>>4,u^=e&h>>4^(i^e)&r>>4,a^=(i=n=i&i>>4^e&e>>4)&(h=a)>>8^(e=o)&(r=u)>>8;var p=t^s,d=(e=(u^=e&h>>8^(i^e)&r>>8)^u>>1)|65535^(p|(i=a^a>>1));return((d=1431655765&((d=858993459&((d=252645135&((d=16711935&(d|d<<8))|d<<4))|d<<2))|d<<1))<<1|(p=1431655765&((p=858993459&((p=252645135&((p=16711935&(p|p<<8))|p<<4))|p<<2))|p<<1)))>>>0}return i.from=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Data must be an instance of ArrayBuffer.\");var e=new Uint8Array(t,0,2),h=e[0],r=e[1];if(251!==h)throw new Error(\"Data does not appear to be in a Flatbush format.\");if(r>>4!=3)throw new Error(\"Got v\"+(r>>4)+\" data when expected v3.\");var n=new Uint16Array(t,2,1)[0],o=new Uint32Array(t,4,1)[0];return new i(o,n,s[15&r],t)},i.prototype.add=function(t,s,i,e){var h=this._pos>>2;this._indices[h]=h,this._boxes[this._pos++]=t,this._boxes[this._pos++]=s,this._boxes[this._pos++]=i,this._boxes[this._pos++]=e,tthis.maxX&&(this.maxX=i),e>this.maxY&&(this.maxY=e)},i.prototype.finish=function(){if(this._pos>>2!==this.numItems)throw new Error(\"Added \"+(this._pos>>2)+\" items when expected \"+this.numItems+\".\");for(var t=this.maxX-this.minX,s=this.maxY-this.minY,i=new Uint32Array(this.numItems),e=0;e=n)return;var o=s[h+n>>1];var a=h-1;var u=n+1;for(;;){do{a++}while(s[a]o);if(a>=u)break;r(s,i,e,a,u)}t(s,i,e,h,u);t(s,i,e,u+1,n)}(i,this._boxes,this._indices,0,this.numItems-1);for(var f=0,l=0;fm&&(m=E),I>c&&(c=I)}this._indices[this._pos>>2]=b,this._boxes[this._pos++]=x,this._boxes[this._pos++]=y,this._boxes[this._pos++]=m,this._boxes[this._pos++]=c}},i.prototype.search=function(t,s,i,e,h){if(this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");for(var r=this._boxes.length-4,n=this._levelBounds.length-1,o=[],a=[];void 0!==r;){for(var u=Math.min(r+4*this.nodeSize,this._levelBounds[n]),p=r;p>2];ithis._boxes[p+2]||s>this._boxes[p+3]||(r<4*this.numItems?(void 0===h||h(d))&&a.push(d):(o.push(d),o.push(n-1))))}n=o.pop(),r=o.pop()}return a},i.prototype.neighbors=function(t,s,i,r,n){if(void 0===i&&(i=1/0),void 0===r&&(r=1/0),this._pos!==this._boxes.length)throw new Error(\"Data not yet indexed - call index.finish().\");for(var o=this._boxes.length-4,a=this._queue,u=[],p=r*r;void 0!==o;){for(var d=Math.min(o+4*this.nodeSize,h(o,this._levelBounds)),_=o;_>2],l=e(t,this._boxes[_],this._boxes[_+2]),v=e(s,this._boxes[_+1],this._boxes[_+3]),x=l*l+v*v;o<4*this.numItems?(void 0===n||n(f))&&a.push(-f-1,x):a.push(f,x)}for(;a.length&&a.peek()<0;){if(a.peekValue()>p)return a.clear(),u;if(u.push(-a.pop()-1),u.length===i)return a.clear(),u}o=a.pop()}return a.clear(),u},i},\"object\"==typeof i&&void 0!==s?s.exports=h():\"function\"==typeof define&&define.amd?define(h):(e=e||self).Flatbush=h()},\n", " function _(t,e,r){var i=Math.min,n=Math.max;r.empty=function(){return{x0:1/0,y0:1/0,x1:-1/0,y1:-1/0}},r.positive_x=function(){return{x0:Number.MIN_VALUE,y0:-1/0,x1:1/0,y1:1/0}},r.positive_y=function(){return{x0:-1/0,y0:Number.MIN_VALUE,x1:1/0,y1:1/0}},r.union=function(t,e){return{x0:i(t.x0,e.x0),x1:n(t.x1,e.x1),y0:i(t.y0,e.y0),y1:n(t.y1,e.y1)}};var o=function(){function t(t){if(null==t)this.x0=0,this.y0=0,this.x1=0,this.y1=0;else if(\"x0\"in t){var e=t.x0,r=t.y0,i=t.x1,n=t.y1;if(!(e<=i&&r<=n))throw new Error(\"invalid bbox {x0: \"+e+\", y0: \"+r+\", x1: \"+i+\", y1: \"+n+\"}\");this.x0=e,this.y0=r,this.x1=i,this.y1=n}else if(\"x\"in t){var o=t.x,h=t.y,u=t.width,y=t.height;if(!(u>=0&&y>=0))throw new Error(\"invalid bbox {x: \"+o+\", y: \"+h+\", width: \"+u+\", height: \"+y+\"}\");this.x0=o,this.y0=h,this.x1=o+u,this.y1=h+y}else{var f=void 0,s=void 0,c=void 0,p=void 0;if(\"width\"in t)if(\"left\"in t)s=(f=t.left)+t.width;else if(\"right\"in t)f=(s=t.right)-t.width;else{var b=t.width/2;f=t.hcenter-b,s=t.hcenter+b}else f=t.left,s=t.right;if(\"height\"in t)if(\"top\"in t)p=(c=t.top)+t.height;else if(\"bottom\"in t)c=(p=t.bottom)-t.height;else{var a=t.height/2;c=t.vcenter-a,p=t.vcenter+a}else c=t.top,p=t.bottom;if(!(f<=s&&c<=p))throw new Error(\"invalid bbox {left: \"+f+\", top: \"+c+\", right: \"+s+\", bottom: \"+p+\"}\");this.x0=f,this.y0=c,this.x1=s,this.y1=p}}return t.prototype.toString=function(){return\"BBox({left: \"+this.left+\", top: \"+this.top+\", width: \"+this.width+\", height: \"+this.height+\"})\"},Object.defineProperty(t.prototype,\"left\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"top\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"right\",{get:function(){return this.x1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"bottom\",{get:function(){return this.y1},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"p0\",{get:function(){return[this.x0,this.y0]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"p1\",{get:function(){return[this.x1,this.y1]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"x\",{get:function(){return this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y\",{get:function(){return this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"width\",{get:function(){return this.x1-this.x0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"height\",{get:function(){return this.y1-this.y0},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rect\",{get:function(){return{x0:this.x0,y0:this.y0,x1:this.x1,y1:this.y1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"box\",{get:function(){return{x:this.x,y:this.y,width:this.width,height:this.height}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"h_range\",{get:function(){return{start:this.x0,end:this.x1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"v_range\",{get:function(){return{start:this.y0,end:this.y1}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"ranges\",{get:function(){return[this.h_range,this.v_range]},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"aspect\",{get:function(){return this.width/this.height},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"hcenter\",{get:function(){return(this.left+this.right)/2},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"vcenter\",{get:function(){return(this.top+this.bottom)/2},enumerable:!0,configurable:!0}),t.prototype.contains=function(t,e){return t>=this.x0&&t<=this.x1&&e>=this.y0&&e<=this.y1},t.prototype.clip=function(t,e){return tthis.x1&&(t=this.x1),ethis.y1&&(e=this.y1),[t,e]},t.prototype.union=function(e){return new t({x0:i(this.x0,e.x0),y0:i(this.y0,e.y0),x1:n(this.x1,e.x1),y1:n(this.y1,e.y1)})},t.prototype.equals=function(t){return this.x0==t.x0&&this.y0==t.y0&&this.x1==t.x1&&this.y1==t.y1},Object.defineProperty(t.prototype,\"xview\",{get:function(){var t=this;return{compute:function(e){return t.left+e},v_compute:function(e){for(var r=new Float64Array(e.length),i=t.left,n=0;nt.x1&&(t.x1=n.x1)}for(var r=0,s=this.index.search(o.positive_y());rt.y1&&(t.y1=a.y1)}return this._bounds(t)},i.prototype.get_anchor_point=function(t,e,i){var n=i[0],r=i[1];switch(t){case\"center\":return{x:this.scenterx(e,n,r),y:this.scentery(e,n,r)};default:return null}},i.prototype.sdist=function(t,e,i,n,r){var s,o;void 0===n&&(n=\"edge\"),void 0===r&&(r=!1);var a=e.length;if(\"center\"==n){var h=c.map(i,function(t){return t/2});s=new Float64Array(a);for(var _=0;_1?r:{x:n.x+i*(r.x-n.x),y:n.y+i*(r.y-n.y)})}r.point_in_poly=function(t,n,r,e){for(var i=!1,o=r[r.length-1],u=e[e.length-1],a=0;a0&&_<1&&h>0&&h<1,x:t+_*(r-t),y:n+_*(e-n)}}},\n", " function _(t,n,r){var e=t(113),i=t(185),a=t(121),s=t(114),o=t(110),p=t(109);function u(t,n,r){void 0===r&&(r=0);for(var e={},i=0;ithis.end},enumerable:!0,configurable:!0}),n}(a.Model);e.Range=r,r.__name__=\"Range\",r.init_Range()},\n", " function _(e,t,i){var n=e(183);i.generic_line_legend=function(e,t,i,n){var r=i.x0,a=i.x1,l=i.y0,c=i.y1;t.save(),t.beginPath(),t.moveTo(r,(l+c)/2),t.lineTo(a,(l+c)/2),e.line.doit&&(e.line.set_vectorize(t,n),t.stroke()),t.restore()},i.generic_area_legend=function(e,t,i,n){var r=i.x0,a=i.x1,l=i.y0,c=i.y1,o=.1*Math.abs(a-r),s=.1*Math.abs(c-l),_=r+o,v=a-o,h=l+s,x=c-s;e.fill.doit&&(e.fill.set_vectorize(t,n),t.fillRect(_,h,v-_,x-h)),null!=e.hatch&&e.hatch.doit&&(e.hatch.set_vectorize(t,n),t.fillRect(_,h,v-_,x-h)),e.line&&e.line.doit&&(t.beginPath(),t.rect(_,h,v-_,x-h),e.line.set_vectorize(t,n),t.stroke())},i.line_interpolation=function(e,t,i,r,a,l){var c,o,s,_,v,h,x,y,f,d,g=t.sx,m=t.sy;\"point\"==t.type?(f=(c=e.yscale.r_invert(m-1,m+1))[0],d=c[1],x=(o=e.xscale.r_invert(g-1,g+1))[0],y=o[1]):\"v\"==t.direction?(f=(s=e.yscale.r_invert(m,m))[0],d=s[1],x=(_=[Math.min(i-1,a-1),Math.max(i+1,a+1)])[0],y=_[1]):(x=(v=e.xscale.r_invert(g,g))[0],y=v[1],f=(h=[Math.min(r-1,l-1),Math.max(r+1,l+1)])[0],d=h[1]);var u=n.check_2_segments_intersect(x,f,y,d,i,r,a,l);return[u.x,u.y]}},\n", " function _(t,i,e){var n=t(113),s=t(178),l=t(186),o=t(183),r=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._inner_loop=function(t,i,e,n,s){for(var l=0,o=i;l=0;s--)t.lineTo(i[s],n[s]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,i){var n=this,r=i.sx1,s=i.sx2,o=i.sy;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,s,o,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner(t,r,s,o,t.fill)},function(){return n.renderer.request_render()})},e.prototype._hit_point=function(t){for(var e=this,i=o.create_empty_hit_test_result(),n=this.sy.length,r=new Float64Array(2*n),s=new Float64Array(2*n),a=0,h=n;a=0;s--)t.lineTo(e[s],n[s]);t.closePath(),r.call(t)},e.prototype._render=function(t,e,i){var n=this,r=i.sx,s=i.sy1,o=i.sy2;this.visuals.fill.doit&&(this.visuals.fill.set_value(t),this._inner(t,r,s,o,t.fill)),this.visuals.hatch.doit2(t,0,function(){return n._inner(t,r,s,o,t.fill)},function(){return n.renderer.request_render()})},e.prototype.scenterx=function(t){return this.sx[t]},e.prototype.scentery=function(t){return(this.sy1[t]+this.sy2[t])/2},e.prototype._hit_point=function(t){for(var e=this,i=o.create_empty_hit_test_result(),n=this.sx.length,r=new Float64Array(2*n),s=new Float64Array(2*n),a=0,h=n;a0?this.indices=r.intersection.apply(this,n):this.source instanceof u.ColumnarDataSource&&(this.indices=this.source.get_indices()),this.indices_map_to_subset()},n.prototype.indices_map_to_subset=function(){this.indices_map={};for(var i=0;i0){for(var l=n[0],o=0,_=n;o<_.length;o++){var s=_[o];l.update_through_intersection(s)}return l}return null},e}(u);n.IntersectRenderers=i,i.__name__=\"IntersectRenderers\";var l=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype.hit_test=function(t,e){for(var n=[],r=0,u=e;r0){for(var l=n[0],o=0,_=n;o<_.length;o++){var s=_[o];l.update_through_union(s)}return l}return null},e}(u);n.UnionRenderers=l,l.__name__=\"UnionRenderers\"},\n", " function _(r,n,t){var a=r(109),e=r(197);function i(r){for(var n=new Uint8Array(r.buffer,r.byteOffset,2*r.length),t=0,a=n.length;t=0||r.indexOf(\"Trident\")>0||r.indexOf(\"Edge\")>0,e.is_mobile=\"undefined\"!=typeof window&&(\"ontouchstart\"in window||navigator.maxTouchPoints>0),e.is_little_endian=function(){var n=new ArrayBuffer(4),i=new Uint8Array(n);new Uint32Array(n)[1]=168496141;var e=!0;return 10==i[4]&&11==i[5]&&12==i[6]&&13==i[7]&&(e=!1),e}()},\n", " function _(n,t,r){r.concat=function(n){for(var t=[],r=1;r=0;t--)e.lineTo(this._upper_sx[t],this._upper_sy[t]);e.closePath(),this.visuals.fill.doit&&(this.visuals.fill.set_value(e),e.fill()),e.beginPath(),e.moveTo(this._lower_sx[0],this._lower_sy[0]);for(t=0,i=this._lower_sx.length;tthis.sleft&&tthis.stop&&is||(d[r].push(h[p]),d[a].push(0));for(p=0,f=m.length;ps||(c[r].push(m[p]),c[a].push(0));var g={major:this._format_major_labels(d[r],h)},v={major:[[],[]],minor:[[],[]]};return v.major[r]=i.v_compute(d[r]),v.minor[r]=i.v_compute(c[r]),v.major[a]=d[a],v.minor[a]=c[a],\"vertical\"==this.model.orientation&&(v.major[r]=u.map(v.major[r],function(e){return t-e}),v.minor[r]=u.map(v.minor[r],function(e){return t-e})),{coords:v,labels:g}},e}(r.AnnotationView);i.ColorBarView=g,g.__name__=\"ColorBarView\";var v=function(t){function e(e){return t.call(this,e)||this}return o.__extends(e,t),e.init_ColorBar=function(){this.prototype.default_view=g,this.mixins([\"text:major_label_\",\"text:title_\",\"line:major_tick_\",\"line:minor_tick_\",\"line:border_\",\"line:bar_\",\"fill:background_\"]),this.define({location:[m.Any,\"top_right\"],orientation:[m.Orientation,\"vertical\"],title:[m.String],title_standoff:[m.Number,2],width:[m.Any,\"auto\"],height:[m.Any,\"auto\"],scale_alpha:[m.Number,1],ticker:[m.Instance,function(){return new a.BasicTicker}],formatter:[m.Instance,function(){return new n.BasicTickFormatter}],major_label_overrides:[m.Any,{}],color_mapper:[m.Instance],label_standoff:[m.Number,5],margin:[m.Number,30],padding:[m.Number,10],major_tick_in:[m.Number,5],major_tick_out:[m.Number,0],minor_tick_in:[m.Number,0],minor_tick_out:[m.Number,0]}),this.override({background_fill_color:\"#ffffff\",background_fill_alpha:.95,bar_line_color:null,border_line_color:null,major_label_text_align:\"center\",major_label_text_baseline:\"middle\",major_label_text_font_size:\"8pt\",major_tick_line_color:\"#ffffff\",minor_tick_line_color:null,title_text_font_size:\"10pt\",title_text_font_style:\"italic\"})},e}(r.Annotation);i.ColorBar=v,v.__name__=\"ColorBar\",v.init_ColorBar()},\n", " function _(i,n,c){var e=i(113),t=function(i){function n(n){return i.call(this,n)||this}return e.__extends(n,i),n}(i(205).AdaptiveTicker);c.BasicTicker=t,t.__name__=\"BasicTicker\"},\n", " function _(t,i,a){var e=t(113),n=t(206),s=t(110),r=t(121);var h=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_AdaptiveTicker=function(){this.define({base:[r.Number,10],mantissas:[r.Array,[1,2,5]],min_interval:[r.Number,0],max_interval:[r.Number]})},i.prototype.initialize=function(){t.prototype.initialize.call(this);var i=s.nth(this.mantissas,-1)/this.base,a=s.nth(this.mantissas,0)*this.base;this.extended_mantissas=e.__spreadArrays([i],this.mantissas,[a]),this.base_factor=0===this.get_min_interval()?1:this.get_min_interval()},i.prototype.get_interval=function(t,i,a){var e,n,r=i-t,h=this.get_ideal_interval(t,i,a),_=Math.floor((e=h/this.base_factor,void 0===(n=this.base)&&(n=Math.E),Math.log(e)/Math.log(n))),o=Math.pow(this.base,_)*this.base_factor,m=this.extended_mantissas,c=m.map(function(t){return Math.abs(a-r/(t*o))});return function(t,i,a){return Math.max(i,Math.min(a,t))}(m[s.argmin(c)]*o,this.get_min_interval(),this.get_max_interval())},i}(n.ContinuousTicker);a.AdaptiveTicker=h,h.__name__=\"AdaptiveTicker\",h.init_AdaptiveTicker()},\n", " function _(t,n,i){var r=t(113),e=t(207),o=t(121),u=t(110),_=t(109),s=function(t){function n(n){return t.call(this,n)||this}return r.__extends(n,t),n.init_ContinuousTicker=function(){this.define({num_minor_ticks:[o.Number,5],desired_num_ticks:[o.Number,6]})},n.prototype.get_ticks=function(t,n,i,r,e){return this.get_ticks_no_defaults(t,n,r,this.desired_num_ticks)},n.prototype.get_ticks_no_defaults=function(t,n,i,r){var e=this.get_interval(t,n,r),o=Math.floor(t/e),s=Math.ceil(n/e),a=(_.isStrictNaN(o)||_.isStrictNaN(s)?[]:u.range(o,s+1)).map(function(t){return t*e}).filter(function(i){return t<=i&&i<=n}),c=this.num_minor_ticks,l=[];if(c>0&&a.length>0){for(var f=e/c,h=u.range(0,c).map(function(t){return t*f}),m=0,p=h.slice(1);m=2&&(t=Math.abs(i[1]-i[0])/1e4);var r=!1;if(this.use_scientific)for(var n=0,o=i;nt&&(l>=this.scientific_limit_high||l<=this.scientific_limit_low)){r=!0;break}}var s=new Array(i.length),f=this.precision;if(null==f||a.isNumber(f))if(r)for(var h=0,_=i.length;h<_;h++)s[h]=i[h].toExponential(f||void 0);else for(h=0,_=i.length;h<_;h++)s[h]=i[h].toFixed(f||void 0).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\");else for(var p=this.last_precision,u=this.last_precision<=15;u?p<=15:p>=15;u?p++:p--){var m=!0;if(r){for(h=0,_=i.length;h<_;h++)if(s[h]=i[h].toExponential(p),h>0&&s[h]===s[h-1]){m=!1;break}if(m)break}else{for(h=0,_=i.length;h<_;h++)if(s[h]=i[h].toFixed(p).replace(/(\\.[0-9]*?)0+$/,\"$1\").replace(/\\.$/,\"\"),h>0&&s[h]==s[h-1]){m=!1;break}if(m)break}if(m){this.last_precision=p;break}}return s},e}(n.TickFormatter);t.BasicTickFormatter=c,c.__name__=\"BasicTickFormatter\",c.init_BasicTickFormatter()},\n", " function _(t,n,r){var e=t(113),i=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n}(t(166).Model);r.TickFormatter=i,i.__name__=\"TickFormatter\"},\n", " function _(o,n,l){var r=o(113),t=o(211),i=o(114),e=function(o){function n(n){return o.call(this,n)||this}return r.__extends(n,o),n.prototype._v_compute=function(o,n,l,r){for(var t=r.nan_color,e=r.low_color,h=r.high_color,a=null!=this.low?this.low:i.min(o),u=null!=this.high?this.high:i.max(o),_=l.length-1,s=1/(u-a),c=1/l.length,p=0,f=o.length;p_?null!=h?h:l[_]:l[m]}else n[p]=l[_]}},n}(t.ContinuousColorMapper);l.LinearColorMapper=e,e.__name__=\"LinearColorMapper\"},\n", " function _(o,r,i){var l=o(113),n=o(212),t=o(121),u=function(o){function r(r){return o.call(this,r)||this}return l.__extends(r,o),r.init_ContinuousColorMapper=function(){this.define({high:[t.Number],low:[t.Number],high_color:[t.Color],low_color:[t.Color]})},r.prototype._colors=function(r){return Object.assign(Object.assign({},o.prototype._colors.call(this,r)),{low_color:null!=this.low_color?r(this.low_color):void 0,high_color:null!=this.high_color?r(this.high_color):void 0})},r}(n.ColorMapper);i.ContinuousColorMapper=u,u.__name__=\"ContinuousColorMapper\",u.init_ContinuousColorMapper()},\n", " function _(t,r,n){var e=t(113),o=t(213),i=t(121),a=t(109),u=t(123),_=t(197);function c(t){return a.isNumber(t)?t:(\"#\"!=t[0]&&(t=u.color2hex(t)),9!=t.length&&(t+=\"ff\"),parseInt(t.slice(1),16))}function l(t){for(var r=new Uint32Array(t.length),n=0,e=t.length;nr.x?-1:t.x==r.x?0:1}):o.sort(function(t,r){return t.xthis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}if(t==this._x_sorted[0])return this._y_sorted[0];var r=s.find_last_index(this._x_sorted,function(r){return rthis._x_sorted[this._x_sorted.length-1])return NaN}else{if(tthis._x_sorted[this._x_sorted.length-1])return this._y_sorted[this._y_sorted.length-1]}var e;switch(this.mode){case\"after\":e=s.find_last_index(this._x_sorted,function(e){return t>=e});break;case\"before\":e=s.find_index(this._x_sorted,function(e){return t<=e});break;case\"center\":var r=this._x_sorted.map(function(e){return Math.abs(e-t)}),n=s.min(r);e=s.find_index(r,function(t){return n===t});break;default:throw new Error(\"unknown mode: \"+this.mode)}return-1!=e?this._y_sorted[e]:NaN},e}(i.Interpolator);r.StepInterpolator=_,_.__name__=\"StepInterpolator\",_.init_StepInterpolator()},\n", " function _(t,e,a){var r=t(113),o=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.prototype.compute=function(t){var e,a=this._compute_state(),r=a[0],o=a[1],n=a[2],i=a[3];if(0==n)e=0;else{var h=(Math.log(t)-i)/n;e=isFinite(h)?h*r+o:NaN}return e},e.prototype.v_compute=function(t){var e=this._compute_state(),a=e[0],r=e[1],o=e[2],n=e[3],i=new Float64Array(t.length);if(0==o)for(var h=0;h0?(this.el.style.top=y+\"px\",this.el.style.left=b+\"px\"):l.undisplay(this.el)}},e}(o.AnnotationView);i.TooltipView=c,c.__name__=\"TooltipView\";var d=function(t){function e(e){return t.call(this,e)||this}return s.__extends(e,t),e.init_Tooltip=function(){this.prototype.default_view=c,this.define({attachment:[a.TooltipAttachment,\"horizontal\"],inner_only:[a.Boolean,!0],show_arrow:[a.Boolean,!0]}),this.override({level:\"overlay\"}),this.internal({data:[a.Any,[]],custom:[a.Any]})},e.prototype.clear=function(){this.data=[]},e.prototype.add=function(t,e,i){this.data=this.data.concat([[t,e,i]])},e}(o.Annotation);i.Tooltip=d,d.__name__=\"Tooltip\",d.init_Tooltip()},\n", " function _(o,t,n){o(164),o(163).styles.append('.bk-root {\\n /* Same border color used everywhere */\\n /* Gray of icons */\\n}\\n.bk-root .bk-tooltip {\\n font-weight: 300;\\n font-size: 12px;\\n position: absolute;\\n padding: 5px;\\n border: 1px solid #e5e5e5;\\n color: #2f2f2f;\\n background-color: white;\\n pointer-events: none;\\n opacity: 0.95;\\n z-index: 100;\\n}\\n.bk-root .bk-tooltip > div:not(:first-child) {\\n /* gives space when multiple elements are being hovered over */\\n margin-top: 5px;\\n border-top: #e5e5e5 1px dashed;\\n}\\n.bk-root .bk-tooltip.bk-left.bk-tooltip-arrow::before {\\n position: absolute;\\n margin: -7px 0 0 0;\\n top: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 7px 0 7px 0;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n left: -10px;\\n border-right-width: 10px;\\n border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-left::before {\\n left: -10px;\\n border-right-width: 10px;\\n border-right-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right.bk-tooltip-arrow::after {\\n position: absolute;\\n margin: -7px 0 0 0;\\n top: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 7px 0 7px 0;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n right: -10px;\\n border-left-width: 10px;\\n border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-right::after {\\n right: -10px;\\n border-left-width: 10px;\\n border-left-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-above::before {\\n position: absolute;\\n margin: 0 0 0 -7px;\\n left: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 0 7px 0 7px;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n top: -10px;\\n border-bottom-width: 10px;\\n border-bottom-color: #909599;\\n}\\n.bk-root .bk-tooltip.bk-below::after {\\n position: absolute;\\n margin: 0 0 0 -7px;\\n left: 50%;\\n width: 0;\\n height: 0;\\n border-style: solid;\\n border-width: 0 7px 0 7px;\\n border-color: transparent;\\n content: \" \";\\n display: block;\\n bottom: -10px;\\n border-top-width: 10px;\\n border-top-color: #909599;\\n}\\n.bk-root .bk-tooltip-row-label {\\n text-align: right;\\n color: #26aae1;\\n /* blue from toolbar highlighting */\\n}\\n.bk-root .bk-tooltip-row-value {\\n color: default;\\n /* seems to be necessary for notebook */\\n}\\n.bk-root .bk-tooltip-color-block {\\n width: 12px;\\n height: 12px;\\n margin-left: 5px;\\n margin-right: 5px;\\n outline: #dddddd solid 1px;\\n display: inline-block;\\n}\\n'),n.bk_tooltip=\"bk-tooltip\",n.bk_tooltip_arrow=\"bk-tooltip-arrow\",n.bk_tooltip_custom=\"bk-tooltip-custom\",n.bk_tooltip_row_label=\"bk-tooltip-row-label\",n.bk_tooltip_row_value=\"bk-tooltip-row-value\",n.bk_tooltip_color_block=\"bk-tooltip-color-block\"},\n", " function _(b,e,k){b(163).styles.append(\"\"),k.bk_active=\"bk-active\",k.bk_inline=\"bk-inline\",k.bk_left=\"bk-left\",k.bk_right=\"bk-right\",k.bk_above=\"bk-above\",k.bk_below=\"bk-below\",k.bk_up=\"bk-up\",k.bk_down=\"bk-down\",k.bk_side=function(b){switch(b){case\"above\":return k.bk_above;case\"below\":return k.bk_below;case\"left\":return k.bk_left;case\"right\":return k.bk_right}}},\n", " function _(e,t,i){var s=e(113),n=e(131),r=e(170),o=e(169),a=e(121),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype.initialize=function(){e.prototype.initialize.call(this),this.set_data(this.model.source)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.source.streaming,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.patching,function(){return t.set_data(t.model.source)}),this.connect(this.model.source.change,function(){return t.set_data(t.model.source)})},t.prototype.set_data=function(t){e.prototype.set_data.call(this,t),this.visuals.warm_cache(t),this.plot_view.request_render()},t.prototype._map_data=function(){var e,t,i,s=this.plot_view.frame,n=this.model.dimension,r=s.xscales[this.model.x_range_name],o=s.yscales[this.model.y_range_name],a=\"height\"==n?o:r,h=\"height\"==n?r:o,_=\"height\"==n?s.yview:s.xview,l=\"height\"==n?s.xview:s.yview;e=\"data\"==this.model.properties.lower.units?a.v_compute(this._lower):_.v_compute(this._lower),t=\"data\"==this.model.properties.upper.units?a.v_compute(this._upper):_.v_compute(this._upper),i=\"data\"==this.model.properties.base.units?h.v_compute(this._base):l.v_compute(this._base);var u=\"height\"==n?[1,0]:[0,1],p=u[0],c=u[1],d=[e,i],m=[t,i];this._lower_sx=d[p],this._lower_sy=d[c],this._upper_sx=m[p],this._upper_sy=m[c]},t.prototype.render=function(){if(this.model.visible){this._map_data();var e=this.plot_view.canvas_view.ctx;if(this.visuals.line.doit)for(var t=0,i=this._lower_sx.length;tu&&(u=b)}return u>0&&(u+=a),u},Object.defineProperty(t.prototype,\"normals\",{get:function(){return this.panel.normals},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"dimension\",{get:function(){return this.panel.dimension},enumerable:!0,configurable:!0}),t.prototype.compute_labels=function(e){for(var t=this.model.formatter.doFormat(e,this),i=0;i_(l-c)?(a=u(h(n,o),l),r=h(u(n,o),c)):(a=h(n,o),r=u(n,o)),[a,r]}throw new Error(\"user bounds '\"+t+\"' not understood\")},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"rule_coords\",{get:function(){var e=this.dimension,t=(e+1)%2,i=this.ranges[0],a=this.computed_bounds,r=a[0],n=a[1],o=[new Array(2),new Array(2)];return o[e][0]=Math.max(r,i.min),o[e][1]=Math.min(n,i.max),o[e][0]>o[e][1]&&(o[e][0]=o[e][1]=NaN),o[t][0]=this.loc,o[t][1]=this.loc,o},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"tick_coords\",{get:function(){for(var e=this.dimension,t=(e+1)%2,i=this.ranges[0],a=this.computed_bounds,r=a[0],n=a[1],o=this.model.ticker.get_ticks(r,n,i,this.loc,{}),s=o.major,l=o.minor,_=[[],[]],h=[[],[]],u=[i.min,i.max],c=u[0],d=u[1],m=0;md||(_[e].push(s[m]),_[t].push(this.loc));for(m=0;md||(h[e].push(l[m]),h[t].push(this.loc));return{major:_,minor:h}},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"loc\",{get:function(){var e=this.model.fixed_location;if(null!=e){if(s.isNumber(e))return e;var t=this.ranges[1];if(t instanceof l.FactorRange)return t.synthetic(e);throw new Error(\"unexpected\")}var i=this.ranges[1];switch(this.panel.side){case\"left\":case\"below\":return i.start;case\"right\":case\"above\":return i.end}},enumerable:!0,configurable:!0}),t.prototype.serializable_state=function(){return Object.assign(Object.assign({},e.prototype.serializable_state.call(this)),{bbox:this.layout.bbox.box})},t}(r.GuideRendererView);i.AxisView=c,c.__name__=\"AxisView\";var d=function(e){function t(t){return e.call(this,t)||this}return a.__extends(t,e),t.init_Axis=function(){this.prototype.default_view=c,this.mixins([\"line:axis_\",\"line:major_tick_\",\"line:minor_tick_\",\"text:major_label_\",\"text:axis_label_\"]),this.define({bounds:[n.Any,\"auto\"],ticker:[n.Instance],formatter:[n.Instance],x_range_name:[n.String,\"default\"],y_range_name:[n.String,\"default\"],axis_label:[n.String,\"\"],axis_label_standoff:[n.Int,5],major_label_standoff:[n.Int,5],major_label_orientation:[n.Any,\"horizontal\"],major_label_overrides:[n.Any,{}],major_tick_in:[n.Number,2],major_tick_out:[n.Number,6],minor_tick_in:[n.Number,0],minor_tick_out:[n.Number,4],fixed_location:[n.Any,null]}),this.override({axis_line_color:\"black\",major_tick_line_color:\"black\",minor_tick_line_color:\"black\",major_label_text_font_size:\"8pt\",major_label_text_align:\"center\",major_label_text_baseline:\"alphabetic\",axis_label_text_font_size:\"10pt\",axis_label_text_font_style:\"italic\"})},t}(r.GuideRenderer);i.Axis=d,d.__name__=\"Axis\",d.init_Axis()},\n", " function _(e,n,r){var i=e(113),t=e(160),d=function(e){function n(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(n,e),n}(t.RendererView);r.GuideRendererView=d,d.__name__=\"GuideRendererView\";var u=function(e){function n(n){return e.call(this,n)||this}return i.__extends(n,e),n.init_GuideRenderer=function(){this.override({level:\"overlay\"})},n}(t.Renderer);r.GuideRenderer=u,u.__name__=\"GuideRenderer\",u.init_GuideRenderer()},\n", " function _(t,o,e){var i=t(113),r=t(243),s=t(246),a=t(247),n=t(121),l=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(o,t),o.prototype._render=function(t,o,e){this._draw_group_separators(t,o,e)},o.prototype._draw_group_separators=function(t,o,e){var i,r=this.ranges[0],s=this.computed_bounds,a=s[0],n=s[1];if(r.tops&&!(r.tops.length<2)&&this.visuals.separator_line.doit){for(var l=this.dimension,_=(l+1)%2,u=[[],[]],p=0,h=0;ha&&f1&&(l.tops[o]=n.tops,l.tops[e]=n.tops.map(function(o){return t.loc})),l},enumerable:!0,configurable:!0}),o}(r.AxisView);e.CategoricalAxisView=l,l.__name__=\"CategoricalAxisView\";var _=function(t){function o(o){return t.call(this,o)||this}return i.__extends(o,t),o.init_CategoricalAxis=function(){this.prototype.default_view=l,this.mixins([\"line:separator_\",\"text:group_\",\"text:subgroup_\"]),this.define({group_label_orientation:[n.Any,\"parallel\"],subgroup_label_orientation:[n.Any,\"parallel\"]}),this.override({ticker:function(){return new s.CategoricalTicker},formatter:function(){return new a.CategoricalTickFormatter},separator_line_color:\"lightgrey\",separator_line_width:2,group_text_font_style:\"bold\",group_text_font_size:\"8pt\",group_text_color:\"grey\",subgroup_text_font_style:\"bold\",subgroup_text_font_size:\"8pt\"})},o}(r.Axis);e.CategoricalAxis=_,_.__name__=\"CategoricalAxis\",_.init_CategoricalAxis()},\n", " function _(t,c,r){var e=t(113),o=function(t){function c(c){return t.call(this,c)||this}return e.__extends(c,t),c.prototype.get_ticks=function(t,c,r,e,o){return{major:this._collect(r.factors,r,t,c),minor:[],tops:this._collect(r.tops||[],r,t,c),mids:this._collect(r.mids||[],r,t,c)}},c.prototype._collect=function(t,c,r,e){for(var o=[],i=0,n=t;ir&&l=60?\"minsec\":\"seconds\";case!(e<3600):return r>=3600?\"hourmin\":\"minutes\";case!(e<86400):return\"hours\";case!(e<2678400):return\"days\";case!(e<31536e3):return\"months\";default:return\"years\"}},r.prototype.doFormat=function(t,r){if(0==t.length)return[];for(var e=Math.abs(t[t.length-1]-t[0])/1e3,s=e/(t.length-1),i=this._get_resolution_str(s,e),n=this._width_formats[i][1][0],a=[],u=f.indexOf(i),c={},m=0,l=f;m=T-g;--c)for(o=0,a=s.length;o=h[o][n]&&h[o][h[o].clock]>u[h[o].clock]&&(i=h[o])}return i&&((l=/^(.*)\\/(.*)$/.exec(u.format))?i.abbrev=l[i.save?2:1]:i.abbrev=u.format.replace(/%s/,i.rule.letter)),i||u}function n(e,n){return\"UTC\"==e.zone?n:(e.entry=t(e,\"posix\",n),n+e.entry.offset+e.entry.save)}function 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this.convert([t,this[this.locale].time12||\"%I:%M:%S\"])},X:function(e,t){return this.convert([t,this[this.locale].time24])},c:function(e,t){return this.convert([t,this[this.locale].dateTime])},convert:function(e){if(!e.length)return\"1.0.22\";var t,a,u,l,s,c=Object.create(this),f=[];for(t=0;t=o?Math.floor((n-o)/7)+1:0}function c(e){var t,n,r;return n=e.getUTCFullYear(),t=new Date(Date.UTC(n,0)).getUTCDay(),(r=s(e,1)+(t>1&&t<=4?1:0))?53!=r||4==t||3==t&&29==new Date(n,1,29).getDate()?[r,e.getUTCFullYear()]:[1,e.getUTCFullYear()+1]:(n=e.getUTCFullYear()-1,[r=4==(t=new Date(Date.UTC(n,0)).getUTCDay())||3==t&&29==new Date(n,1,29).getDate()?53:52,e.getUTCFullYear()-1])}return u=u.toLowerCase().split(\"|\"),\"delmHMSUWVgCIky\".replace(/./g,function(e){a[e].pad=2}),a.N.pad=9,a.j.pad=3,a.k.style=\"_\",a.l.style=\"_\",a.e.style=\"_\",function(){return a.convert(arguments)}})},\n", " function _(r,n,e){var t=r(113),i=r(254),u=r(255),a=r(252),f=r(127),o=r(109);function l(r){for(var 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t=(a=e.toString()).split(\"e\")[0],i=a.split(\"e\")[1],a=t.split(\".\")[0]+(r=t.split(\".\")[1]||\"\")+s(i-r.length),n>0&&(a+=\".\"+s(n)),a}(e,n):(t(e*o)/o).toFixed(n),r&&(i=new RegExp(\"0{1,\"+r+\"}$\"),a=a.replace(i,\"\")),a}function d(e,n,t){return n.indexOf(\"$\")>-1?function(e,n,t){var r,a,l=n,u=l.indexOf(\"$\"),c=l.indexOf(\"(\"),s=l.indexOf(\"+\"),f=l.indexOf(\"-\"),d=\"\",p=\"\";-1===l.indexOf(\"$\")?\"infix\"===i[o].currency.position?(p=i[o].currency.symbol,i[o].currency.spaceSeparated&&(p=\" \"+p+\" \")):i[o].currency.spaceSeparated&&(d=\" \"):l.indexOf(\" $\")>-1?(d=\" \",l=l.replace(\" $\",\"\")):l.indexOf(\"$ \")>-1?(d=\" \",l=l.replace(\"$ 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r}(e,n,t):n.indexOf(\":\")>-1?function(e){var n=Math.floor(e/60/60),t=Math.floor((e-60*n*60)/60),r=Math.round(e-60*n*60-60*t);return n+\":\"+(t<10?\"0\"+t:t)+\":\"+(r<10?\"0\"+r:r)}(e):h(e,n,t)}function h(e,n,t,r){var a,u,c,s,d,h,p,m,x,g,O,b,w,y,M,v,$,B=!1,E=!1,F=!1,k=\"\",U=!1,N=!1,S=!1,j=!1,D=!1,C=\"\",L=\"\",T=Math.abs(e),K=[\"B\",\"KiB\",\"MiB\",\"GiB\",\"TiB\",\"PiB\",\"EiB\",\"ZiB\",\"YiB\"],G=[\"B\",\"KB\",\"MB\",\"GB\",\"TB\",\"PB\",\"EB\",\"ZB\",\"YB\"],I=\"\",P=!1,R=!1;if(0===e&&null!==l)return l;if(!isFinite(e))return\"\"+e;if(0===n.indexOf(\"{\")){var W=n.indexOf(\"}\");if(-1===W)throw Error('Format should also contain a \"}\"');b=n.slice(1,W),n=n.slice(W+1)}else b=\"\";if(n.indexOf(\"}\")===n.length-1){var Y=n.indexOf(\"{\");if(-1===Y)throw Error('Format should also contain a \"{\"');w=n.slice(Y+1,-1),n=n.slice(0,Y+1)}else 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function _(t,e,i){var n=t(113),r=t(204),a=t(259),_=t(260),c=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.interval=_.ONE_YEAR,this.basic_ticker=new r.BasicTicker({num_minor_ticks:0})},e.prototype.get_ticks_no_defaults=function(t,e,i,n){var r=_.last_year_no_later_than(new Date(t)).getUTCFullYear(),a=_.last_year_no_later_than(new Date(e)).getUTCFullYear();return{major:this.basic_ticker.get_ticks_no_defaults(r,a,i,n).major.map(function(t){return Date.UTC(t,0,1)}).filter(function(i){return t<=i&&i<=e}),minor:[]}},e}(a.SingleIntervalTicker);i.YearsTicker=c,c.__name__=\"YearsTicker\"},\n", " function _(i,n,t){var e=i(113),o=i(243),r=i(248),u=i(264),s=i(265),_=function(i){function n(){return null!==i&&i.apply(this,arguments)||this}return e.__extends(n,i),n}(o.AxisView);t.LogAxisView=_,_.__name__=\"LogAxisView\";var c=function(i){function n(n){return i.call(this,n)||this}return 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n(s,this)},r.prototype.setLineDash=function(t){t&&t.length>0?this.lineDash=t.join(\",\"):this.lineDash=null},r.prototype.drawFocusRing=function(){},r.prototype.createImageData=function(){},r.prototype.getImageData=function(){},r.prototype.putImageData=function(){},r.prototype.globalCompositeOperation=function(){},r.prototype.setTransform=function(){},\"object\"==typeof window&&(window.C2S=r),\"object\"==typeof e&&\"object\"==typeof e.exports&&(e.exports=r)}()},\n", " function _(e,t,a){var r=e(113),n=e(279),s=e(215),i=e(224),_=e(225),o=e(280),c=e(184),g=function(e){function t(t,a,r,n,s,i){void 0===s&&(s={}),void 0===i&&(i={});var _=e.call(this)||this;return _.x_scale=t,_.y_scale=a,_.x_range=r,_.y_range=n,_.extra_x_ranges=s,_.extra_y_ranges=i,_._configure_scales(),_}return r.__extends(t,e),t.prototype.map_to_screen=function(e,t,a,r){return void 0===a&&(a=\"default\"),void 0===r&&(r=\"default\"),[this.xscales[a].v_compute(e),this.yscales[r].v_compute(t)]},t.prototype._get_ranges=function(e,t){var a={};if(a.default=e,null!=t)for(var r in t)a[r]=t[r];return a},t.prototype._get_scales=function(e,t,a){var r={};for(var g in t){var l=t[g];if(l instanceof o.DataRange1d||l instanceof _.Range1d){if(!(e instanceof i.LogScale||e instanceof s.LinearScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);if(e instanceof n.CategoricalScale)throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type)}if(l instanceof c.FactorRange&&!(e instanceof n.CategoricalScale))throw new Error(\"Range \"+l.type+\" is incompatible is Scale \"+e.type);e instanceof i.LogScale&&l instanceof o.DataRange1d&&(l.scale_hint=\"log\");var f=e.clone();f.setv({source_range:l,target_range:a}),r[g]=f}return r},t.prototype._configure_frame_ranges=function(){this._h_target=new _.Range1d({start:this._left.value,end:this._right.value}),this._v_target=new _.Range1d({start:this._bottom.value,end:this._top.value})},t.prototype._configure_scales=function(){this._configure_frame_ranges(),this._x_ranges=this._get_ranges(this.x_range,this.extra_x_ranges),this._y_ranges=this._get_ranges(this.y_range,this.extra_y_ranges),this._xscales=this._get_scales(this.x_scale,this._x_ranges,this._h_target),this._yscales=this._get_scales(this.y_scale,this._y_ranges,this._v_target)},t.prototype._update_scales=function(){for(var e in this._configure_frame_ranges(),this._xscales){this._xscales[e].target_range=this._h_target}for(var e in this._yscales){this._yscales[e].target_range=this._v_target}},t.prototype._set_geometry=function(t,a){e.prototype._set_geometry.call(this,t,a),this._update_scales()},Object.defineProperty(t.prototype,\"x_ranges\",{get:function(){return this._x_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y_ranges\",{get:function(){return this._y_ranges},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"xscales\",{get:function(){return this._xscales},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"yscales\",{get:function(){return this._yscales},enumerable:!0,configurable:!0}),t}(e(282).LayoutItem);a.CartesianFrame=g,g.__name__=\"CartesianFrame\"},\n", " function _(t,e,c){var n=t(113),o=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.prototype.compute=function(e){return t.prototype.compute.call(this,this.source_range.synthetic(e))},e.prototype.v_compute=function(e){return t.prototype.v_compute.call(this,this.source_range.v_synthetic(e))},e}(t(215).LinearScale);c.CategoricalScale=o,o.__name__=\"CategoricalScale\"},\n", " function _(t,i,n){var e=t(113),a=t(281),r=t(175),s=t(167),o=t(121),l=t(181),_=t(110),d=function(t){function i(i){var n=t.call(this,i)||this;return n._plot_bounds={},n.have_updated_interactively=!1,n}return e.__extends(i,t),i.init_DataRange1d=function(){this.define({start:[o.Number],end:[o.Number],range_padding:[o.Number,.1],range_padding_units:[o.PaddingUnits,\"percent\"],flipped:[o.Boolean,!1],follow:[o.StartEnd],follow_interval:[o.Number],default_span:[o.Number,2],only_visible:[o.Boolean,!1]}),this.internal({scale_hint:[o.String,\"auto\"]})},i.prototype.initialize=function(){t.prototype.initialize.call(this),this._initial_start=this.start,this._initial_end=this.end,this._initial_range_padding=this.range_padding,this._initial_range_padding_units=this.range_padding_units,this._initial_follow=this.follow,this._initial_follow_interval=this.follow_interval,this._initial_default_span=this.default_span},Object.defineProperty(i.prototype,\"min\",{get:function(){return Math.min(this.start,this.end)},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"max\",{get:function(){return Math.max(this.start,this.end)},enumerable:!0,configurable:!0}),i.prototype.computed_renderers=function(){var t=this.names,i=this.renderers;if(0==i.length)for(var n=0,e=this.plots;n0&&(i=i.filter(function(i){return _.includes(t,i.name)})),s.logger.debug(\"computed \"+i.length+\" renderers for DataRange1d \"+this.id);for(var o=0,l=i;ou&&(\"start\"==this.follow?a=e+h*u:\"end\"==this.follow&&(e=a-h*u)),[e,a]},i.prototype.update=function(t,i,n,e){if(!this.have_updated_interactively){var a=this.computed_renderers(),r=this._compute_plot_bounds(a,t);null!=e&&(r=this.adjust_bounds_for_aspect(r,e)),this._plot_bounds[n]=r;var s=this._compute_min_max(this._plot_bounds,i),o=s[0],l=s[1],_=this._compute_range(o,l),d=_[0],h=_[1];null!=this._initial_start&&(\"log\"==this.scale_hint?this._initial_start>0&&(d=this._initial_start):d=this._initial_start),null!=this._initial_end&&(\"log\"==this.scale_hint?this._initial_end>0&&(h=this._initial_end):h=this._initial_end);var u=[this.start,this.end],p=u[0],g=u[1];if(d!=p||h!=g){var f={};d!=p&&(f.start=d),h!=g&&(f.end=h),this.setv(f)}\"auto\"==this.bounds&&this.setv({bounds:[d,h]},{silent:!0}),this.change.emit()}},i.prototype.reset=function(){this.have_updated_interactively=!1,this.setv({range_padding:this._initial_range_padding,range_padding_units:this._initial_range_padding_units,follow:this._initial_follow,follow_interval:this._initial_follow_interval,default_span:this._initial_default_span},{silent:!0}),this.change.emit()},i}(a.DataRange);n.DataRange1d=d,d.__name__=\"DataRange1d\",d.init_DataRange1d()},\n", " function _(n,a,e){var t=n(113),i=n(185),r=n(121),_=function(n){function a(a){return n.call(this,a)||this}return t.__extends(a,n),a.init_DataRange=function(){this.define({names:[r.Array,[]],renderers:[r.Array,[]]})},a}(i.Range);e.DataRange=_,_.__name__=\"DataRange\",_.init_DataRange()},\n", " function _(a,o,t){var r=a(283);t.Sizeable=r.Sizeable;var e=a(284);t.Layoutable=e.Layoutable,t.LayoutItem=e.LayoutItem;var n=a(285);t.HStack=n.HStack,t.VStack=n.VStack,t.AnchorLayout=n.AnchorLayout;var c=a(286);t.Grid=c.Grid,t.Row=c.Row,t.Column=c.Column;var i=a(287);t.ContentBox=i.ContentBox,t.VariadicBox=i.VariadicBox},\n", " function _(t,h,i){var e=Math.min,n=Math.max,o=function(){function t(t){void 0===t&&(t={}),this.width=null!=t.width?t.width:0,this.height=null!=t.height?t.height:0}return t.prototype.bounded_to=function(h){var i=h.width,e=h.height;return new t({width:this.width==1/0&&null!=i?i:this.width,height:this.height==1/0&&null!=e?e:this.height})},t.prototype.expanded_to=function(h){var i=h.width,e=h.height;return new t({width:i!=1/0?n(this.width,i):this.width,height:e!=1/0?n(this.height,e):this.height})},t.prototype.expand_to=function(t){var h=t.width,i=t.height;this.width=n(this.width,h),this.height=n(this.height,i)},t.prototype.narrowed_to=function(h){var i=h.width,n=h.height;return new t({width:e(this.width,i),height:e(this.height,n)})},t.prototype.narrow_to=function(t){var h=t.width,i=t.height;this.width=e(this.width,h),this.height=e(this.height,i)},t.prototype.grow_by=function(h){var i=h.left,e=h.right,n=h.top,o=h.bottom;return new t({width:this.width+i+e,height:this.height+n+o})},t.prototype.shrink_by=function(h){var i=h.left,e=h.right,o=h.top,r=h.bottom;return new t({width:n(this.width-i-e,0),height:n(this.height-o-r,0)})},t.prototype.map=function(h,i){return new t({width:h(this.width),height:(null!=i?i:h)(this.height)})},t}();i.Sizeable=o,o.__name__=\"Sizeable\"},\n", " function _(i,t,e){var h=i(113),n=i(283),r=i(181),s=Math.min,o=Math.max,g=Math.round,u=function(){function i(){this._bbox=new r.BBox,this._inner_bbox=new r.BBox;var i=this;this._top={get value(){return i.bbox.top}},this._left={get value(){return i.bbox.left}},this._width={get value(){return i.bbox.width}},this._height={get value(){return i.bbox.height}},this._right={get value(){return i.bbox.right}},this._bottom={get value(){return i.bbox.bottom}},this._hcenter={get value(){return i.bbox.hcenter}},this._vcenter={get value(){return i.bbox.vcenter}}}return Object.defineProperty(i.prototype,\"bbox\",{get:function(){return this._bbox},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"inner_bbox\",{get:function(){return this._inner_bbox},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"sizing\",{get:function(){return this._sizing},enumerable:!0,configurable:!0}),i.prototype.set_sizing=function(i){var t=i.width_policy||\"fit\",e=i.width,h=null!=i.min_width?i.min_width:0,n=null!=i.max_width?i.max_width:1/0,r=i.height_policy||\"fit\",s=i.height,o=null!=i.min_height?i.min_height:0,g=null!=i.max_height?i.max_height:1/0,u=i.aspect,a=i.margin||{top:0,right:0,bottom:0,left:0},l=!1!==i.visible,_=i.halign||\"start\",d=i.valign||\"start\";this._sizing={width_policy:t,min_width:h,width:e,max_width:n,height_policy:r,min_height:o,height:s,max_height:g,aspect:u,margin:a,visible:l,halign:_,valign:d,size:{width:e,height:s},min_size:{width:h,height:o},max_size:{width:n,height:g}},this._init()},i.prototype._init=function(){},i.prototype._set_geometry=function(i,t){this._bbox=i,this._inner_bbox=t},i.prototype.set_geometry=function(i,t){this._set_geometry(i,t||i)},i.prototype.is_width_expanding=function(){return\"max\"==this.sizing.width_policy},i.prototype.is_height_expanding=function(){return\"max\"==this.sizing.height_policy},i.prototype.apply_aspect=function(i,t){var e=t.width,h=t.height,n=this.sizing.aspect;if(null!=n){var r=this.sizing,s=r.width_policy,o=r.height_policy;if(\"fixed\"!=s&&\"fixed\"!=o)if(s==o){var u=e,a=g(e/n),l=g(h*n),_=h;Math.abs(i.width-u)+Math.abs(i.height-a)<=Math.abs(i.width-l)+Math.abs(i.height-_)?(e=u,h=a):(e=l,h=_)}else!function(i,t){var e={max:4,fit:3,min:2,fixed:1};return e[i]>e[t]}(s,o)?e=g(h*n):h=g(e/n);else\"fixed\"==s?h=g(e/n):\"fixed\"==o&&(e=g(h*n))}return{width:e,height:h}},i.prototype.measure=function(i){var t=this;if(!this.sizing.visible)return{width:0,height:0};var e=function(i){return\"fixed\"==t.sizing.width_policy&&null!=t.sizing.width?t.sizing.width:i},h=function(i){return\"fixed\"==t.sizing.height_policy&&null!=t.sizing.height?t.sizing.height:i},r=new n.Sizeable(i).shrink_by(this.sizing.margin).map(e,h),s=this._measure(r),o=this.clip_size(s),g=e(o.width),u=h(o.height),a=this.apply_aspect(r,{width:g,height:u});return Object.assign(Object.assign({},s),a)},i.prototype.compute=function(i){void 0===i&&(i={});var t=this.measure({width:null!=i.width&&this.is_width_expanding()?i.width:1/0,height:null!=i.height&&this.is_height_expanding()?i.height:1/0}),e=t.width,h=t.height,n=new r.BBox({left:0,top:0,width:e,height:h}),s=void 0;if(null!=t.inner){var o=t.inner,g=o.left,u=o.top,a=o.right,l=o.bottom;s=new r.BBox({left:g,top:u,right:e-a,bottom:h-l})}this.set_geometry(n,s)},Object.defineProperty(i.prototype,\"xview\",{get:function(){return this.bbox.xview},enumerable:!0,configurable:!0}),Object.defineProperty(i.prototype,\"yview\",{get:function(){return this.bbox.yview},enumerable:!0,configurable:!0}),i.prototype.clip_width=function(i){return o(this.sizing.min_width,s(i,this.sizing.max_width))},i.prototype.clip_height=function(i){return o(this.sizing.min_height,s(i,this.sizing.max_height))},i.prototype.clip_size=function(i){var t=i.width,e=i.height;return{width:this.clip_width(t),height:this.clip_height(e)}},i}();e.Layoutable=u,u.__name__=\"Layoutable\";var a=function(i){function t(){return null!==i&&i.apply(this,arguments)||this}return h.__extends(t,i),t.prototype._measure=function(i){var t,e,h=this.sizing,n=h.width_policy,r=h.height_policy;if(i.width==1/0)t=null!=this.sizing.width?this.sizing.width:0;else if(\"fixed\"==n)t=null!=this.sizing.width?this.sizing.width:0;else if(\"min\"==n)t=null!=this.sizing.width?s(i.width,this.sizing.width):0;else if(\"fit\"==n)t=null!=this.sizing.width?s(i.width,this.sizing.width):i.width;else{if(\"max\"!=n)throw new Error(\"unrechable\");t=null!=this.sizing.width?o(i.width,this.sizing.width):i.width}if(i.height==1/0)e=null!=this.sizing.height?this.sizing.height:0;else if(\"fixed\"==r)e=null!=this.sizing.height?this.sizing.height:0;else if(\"min\"==r)e=null!=this.sizing.height?s(i.height,this.sizing.height):0;else if(\"fit\"==r)e=null!=this.sizing.height?s(i.height,this.sizing.height):i.height;else{if(\"max\"!=r)throw new Error(\"unrechable\");e=null!=this.sizing.height?o(i.height,this.sizing.height):i.height}return{width:t,height:e}},t}(u);e.LayoutItem=a,a.__name__=\"LayoutItem\";var l=function(i){function t(){return null!==i&&i.apply(this,arguments)||this}return h.__extends(t,i),t.prototype._measure=function(i){var t=this,e=this._content_size(),h=i.bounded_to(this.sizing.size).bounded_to(e);return{width:function(){switch(t.sizing.width_policy){case\"fixed\":return null!=t.sizing.width?t.sizing.width:e.width;case\"min\":return e.width;case\"fit\":return h.width;case\"max\":return Math.max(e.width,h.width);default:throw new Error(\"unexpected\")}}(),height:function(){switch(t.sizing.height_policy){case\"fixed\":return null!=t.sizing.height?t.sizing.height:e.height;case\"min\":return e.height;case\"fit\":return h.height;case\"max\":return Math.max(e.height,h.height);default:throw new Error(\"unexpected\")}}()}},t}(u);e.ContentLayoutable=l,l.__name__=\"ContentLayoutable\"},\n", " function _(t,e,r){var h=t(113),o=t(284),i=t(181),n=function(t){function e(){var e=t.apply(this,arguments)||this;return e.children=[],e}return h.__extends(e,t),e}(o.Layoutable);r.Stack=n,n.__name__=\"Stack\";var a=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return h.__extends(e,t),e.prototype._measure=function(t){for(var e=0,r=0,h=0,o=this.children;h0)for(var A=l(j.height/O.length),M=0,P=O;M0)for(var S=l(j.width/C.length),E=0,G=C;E0)for(g=0;gy?y:m,_--}}}u=\"fixed\"==this.sizing.width_policy&&null!=this.sizing.width?this.sizing.width:t.width!=1/0&&this.is_width_expanding()?t.width:f.size.width;for(var v=0,x=0;x0)for(x=0;xj?j:m,_--}}}var O=this._measure_cells(function(t,i){return{width:f.col_widths[i],height:f.row_heights[t]}}),B=O.row_heights,A=O.col_widths,M=O.size_hints;return{size:this._measure_totals(B,A),row_heights:B,col_widths:A,size_hints:M}},i.prototype._measure=function(t){return this._measure_grid(t).size},i.prototype._set_geometry=function(i,e){t.prototype._set_geometry.call(this,i,e);for(var n=this._state,r=n.nrows,o=n.ncols,s=n.rspacing,h=n.cspacing,u=this._measure_grid(i),p=u.row_heights,g=u.col_widths,_=u.size_hints,d=this._state.rows.map(function(t,i){return Object.assign(Object.assign({},t),{top:0,height:p[i],get bottom(){return this.top+this.height}})}),w=this._state.cols.map(function(t,i){return Object.assign(Object.assign({},t),{left:0,width:g[i],get right(){return this.left+this.width}})}),y=_.map(function(t,i){return Object.assign(Object.assign({},i),{outer:new a.BBox,inner:new a.BBox})}),m=0,v=this.absolute?i.top:0;m0?a.every(e,s.isBoolean)?(e.length!==n.get_length()&&r.logger.warn(\"BooleanFilter \"+this.id+\": length of booleans doesn't match data source\"),a.range(0,e.length).filter(function(n){return!0===e[n]})):(r.logger.warn(\"BooleanFilter \"+this.id+\": booleans should be array of booleans, defaulting to no filtering\"),null):(null!=e&&0==e.length?r.logger.warn(\"BooleanFilter \"+this.id+\": booleans is empty, defaulting to no filtering\"):r.logger.warn(\"BooleanFilter \"+this.id+\": booleans was not set, defaulting to no filtering\"),null)},e}(l.Filter);o.BooleanFilter=g,g.__name__=\"BooleanFilter\",g.init_BooleanFilter()},\n", " function _(t,n,e){var i=t(113),r=t(166),l=t(121),o=t(109),a=t(110),f=t(167),u=function(t){function n(n){return t.call(this,n)||this}return i.__extends(n,t),n.init_Filter=function(){this.define({filter:[l.Array,null]})},n.prototype.compute_indices=function(t){var n=this.filter;return null!=n&&n.length>=0?o.isArrayOf(n,o.isBoolean)?a.range(0,n.length).filter(function(t){return!0===n[t]}):o.isArrayOf(n,o.isInteger)?n:(f.logger.warn(\"Filter \"+this.id+\": filter should either be array of only booleans or only integers, defaulting to no filtering\"),null):(f.logger.warn(\"Filter \"+this.id+\": filter was not set to be an array, defaulting to no filtering\"),null)},n}(r.Model);e.Filter=u,u.__name__=\"Filter\",u.init_Filter()},\n", " function _(e,t,r){var i=e(113),n=e(294),s=e(121),o=e(125),u=e(127),c=function(t){function r(e){return t.call(this,e)||this}return i.__extends(r,t),r.init_CustomJSFilter=function(){this.define({args:[s.Any,{}],code:[s.String,\"\"],use_strict:[s.Boolean,!1]})},Object.defineProperty(r.prototype,\"names\",{get:function(){return o.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"values\",{get:function(){return o.values(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"func\",{get:function(){var e=this.use_strict?u.use_strict(this.code):this.code;return new(Function.bind.apply(Function,i.__spreadArrays([void 0],this.names,[\"source\",\"require\",\"exports\",e])))},enumerable:!0,configurable:!0}),r.prototype.compute_indices=function(r){return this.filter=this.func.apply(this,i.__spreadArrays(this.values,[r,e,{}])),t.prototype.compute_indices.call(this,r)},r}(n.Filter);r.CustomJSFilter=c,c.__name__=\"CustomJSFilter\",c.init_CustomJSFilter()},\n", " function _(n,i,t){var r=n(113),e=n(294),u=n(121),o=n(167),l=n(110),c=function(n){function i(i){var t=n.call(this,i)||this;return t.indices=null,t}return r.__extends(i,n),i.init_GroupFilter=function(){this.define({column_name:[u.String],group:[u.String]})},i.prototype.compute_indices=function(n){var i=this,t=n.get_column(this.column_name);return null==t?(o.logger.warn(\"group filter: groupby column not found in data source\"),null):(this.indices=l.range(0,n.get_length()||0).filter(function(n){return t[n]===i.group}),0===this.indices.length&&o.logger.warn(\"group filter: group '\"+this.group+\"' did not match any values in column '\"+this.column_name+\"'\"),this.indices)},i}(e.Filter);t.GroupFilter=c,c.__name__=\"GroupFilter\",c.init_GroupFilter()},\n", " function _(i,n,e){var t=i(113),r=i(294),l=i(121),s=i(167),d=i(109),o=i(110),u=function(i){function n(n){return i.call(this,n)||this}return t.__extends(n,i),n.init_IndexFilter=function(){this.define({indices:[l.Array,null]})},n.prototype.compute_indices=function(i){return null!=this.indices&&this.indices.length>=0?o.every(this.indices,d.isInteger)?this.indices:(s.logger.warn(\"IndexFilter \"+this.id+\": indices should be array of integers, defaulting to no filtering\"),null):(s.logger.warn(\"IndexFilter \"+this.id+\": indices was not set, defaulting to no filtering\"),null)},n}(r.Filter);e.IndexFilter=u,u.__name__=\"IndexFilter\",u.init_IndexFilter()},\n", " function _(r,t,a){var e=r(208);a.BasicTickFormatter=e.BasicTickFormatter;var c=r(247);a.CategoricalTickFormatter=c.CategoricalTickFormatter;var i=r(251);a.DatetimeTickFormatter=i.DatetimeTickFormatter;var o=r(299);a.FuncTickFormatter=o.FuncTickFormatter;var m=r(264);a.LogTickFormatter=m.LogTickFormatter;var F=r(267);a.MercatorTickFormatter=F.MercatorTickFormatter;var k=r(300);a.NumeralTickFormatter=k.NumeralTickFormatter;var T=r(301);a.PrintfTickFormatter=T.PrintfTickFormatter;var v=r(209);a.TickFormatter=v.TickFormatter},\n", " function _(t,e,r){var n=t(113),i=t(209),o=t(121),c=t(125),u=t(127),a=function(e){function r(t){return e.call(this,t)||this}return n.__extends(r,e),r.init_FuncTickFormatter=function(){this.define({args:[o.Any,{}],code:[o.String,\"\"],use_strict:[o.Boolean,!1]})},Object.defineProperty(r.prototype,\"names\",{get:function(){return c.keys(this.args)},enumerable:!0,configurable:!0}),Object.defineProperty(r.prototype,\"values\",{get:function(){return c.values(this.args)},enumerable:!0,configurable:!0}),r.prototype._make_func=function(){var t=this.use_strict?u.use_strict(this.code):this.code;return new(Function.bind.apply(Function,n.__spreadArrays([void 0,\"tick\",\"index\",\"ticks\"],this.names,[\"require\",\"exports\",t])))},r.prototype.doFormat=function(e,r){var i=this,o=this._make_func().bind({});return e.map(function(e,r,c){return o.apply(void 0,n.__spreadArrays([e,r,c],i.values,[t,{}]))})},r}(i.TickFormatter);r.FuncTickFormatter=a,a.__name__=\"FuncTickFormatter\",a.init_FuncTickFormatter()},\n", " function _(n,r,t){var e=n(113),o=n(255),i=n(209),a=n(121),u=function(n){function r(r){return n.call(this,r)||this}return e.__extends(r,n),r.init_NumeralTickFormatter=function(){this.define({format:[a.String,\"0,0\"],language:[a.String,\"en\"],rounding:[a.RoundingFunction,\"round\"]})},Object.defineProperty(r.prototype,\"_rounding_fn\",{get:function(){switch(this.rounding){case\"round\":case\"nearest\":return Math.round;case\"floor\":case\"rounddown\":return Math.floor;case\"ceil\":case\"roundup\":return Math.ceil}},enumerable:!0,configurable:!0}),r.prototype.doFormat=function(n,r){var t=this.format,e=this.language,i=this._rounding_fn;return n.map(function(n){return o.format(n,t,e,i)})},r}(i.TickFormatter);t.NumeralTickFormatter=u,u.__name__=\"NumeralTickFormatter\",u.init_NumeralTickFormatter()},\n", " function _(t,r,n){var i=t(113),o=t(209),e=t(253),f=t(121),a=function(t){function r(r){return t.call(this,r)||this}return i.__extends(r,t),r.init_PrintfTickFormatter=function(){this.define({format:[f.String,\"%s\"]})},r.prototype.doFormat=function(t,r){var n=this;return t.map(function(t){return e.sprintf(n.format,t)})},r}(o.TickFormatter);n.PrintfTickFormatter=a,a.__name__=\"PrintfTickFormatter\",a.init_PrintfTickFormatter()},\n", " function _(a,e,r){var v=a(303);r.AnnularWedge=v.AnnularWedge;var l=a(304);r.Annulus=l.Annulus;var t=a(305);r.Arc=t.Arc;var i=a(306);r.Bezier=i.Bezier;var n=a(307);r.Circle=n.Circle;var u=a(308);r.CenterRotatable=u.CenterRotatable;var g=a(309);r.Ellipse=g.Ellipse;var c=a(310);r.EllipseOval=c.EllipseOval;var A=a(182);r.Glyph=A.Glyph;var p=a(188);r.HArea=p.HArea;var s=a(311);r.HBar=s.HBar;var R=a(313);r.HexTile=R.HexTile;var d=a(314);r.Image=d.Image;var h=a(316);r.ImageRGBA=h.ImageRGBA;var m=a(317);r.ImageURL=m.ImageURL;var y=a(177);r.Line=y.Line;var B=a(319);r.MultiLine=B.MultiLine;var o=a(320);r.MultiPolygons=o.MultiPolygons;var G=a(321);r.Oval=G.Oval;var H=a(187);r.Patch=H.Patch;var I=a(322);r.Patches=I.Patches;var L=a(323);r.Quad=L.Quad;var P=a(324);r.Quadratic=P.Quadratic;var x=a(325);r.Ray=x.Ray;var C=a(326);r.Rect=C.Rect;var E=a(327);r.Segment=E.Segment;var M=a(328);r.Step=M.Step;var O=a(329);r.Text=O.Text;var Q=a(190);r.VArea=Q.VArea;var S=a(330);r.VBar=S.VBar;var T=a(331);r.Wedge=T.Wedge;var V=a(178);r.XYGlyph=V.XYGlyph},\n", " function _(t,e,i){var r=t(113),s=t(178),n=t(186),a=t(183),_=t(121),h=t(111),o=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(e,t),e.prototype._map_data=function(){\"data\"==this.model.properties.inner_radius.units?this.sinner_radius=this.sdist(this.renderer.xscale,this._x,this._inner_radius):this.sinner_radius=this._inner_radius,\"data\"==this.model.properties.outer_radius.units?this.souter_radius=this.sdist(this.renderer.xscale,this._x,this._outer_radius):this.souter_radius=this._outer_radius,this._angle=new Float32Array(this._start_angle.length);for(var t=0,e=this._start_angle.length;t=A&&v.push([m,z])}for(var S=this.model.properties.direction.value(),D=[],V=0,b=v;V=M&&v.push([m,g])}return a.create_hit_test_result_from_hits(v)},r.prototype.draw_legend_for_index=function(i,r,t){var s=r.x0,e=r.y0,a=r.x1,n=r.y1,u=t+1,_=new Array(u);_[t]=(s+a)/2;var h=new Array(u);h[t]=(e+n)/2;var o=.5*Math.min(Math.abs(a-s),Math.abs(n-e)),d=new Array(u);d[t]=.4*o;var l=new Array(u);l[t]=.8*o,this._render(i,[t],{sx:_,sy:h,sinner_radius:d,souter_radius:l})},r}(e.XYGlyphView);t.AnnulusView=_,_.__name__=\"AnnulusView\";var h=function(i){function r(r){return i.call(this,r)||this}return s.__extends(r,i),r.init_Annulus=function(){this.prototype.default_view=_,this.mixins([\"line\",\"fill\"]),this.define({inner_radius:[n.DistanceSpec],outer_radius:[n.DistanceSpec]})},r}(e.XYGlyph);t.Annulus=h,h.__name__=\"Annulus\",h.init_Annulus()},\n", " function _(i,e,t){var n=i(113),s=i(178),r=i(186),a=i(121),_=function(i){function e(){return null!==i&&i.apply(this,arguments)||this}return n.__extends(e,i),e.prototype._map_data=function(){\"data\"==this.model.properties.radius.units?this.sradius=this.sdist(this.renderer.xscale,this._x,this._radius):this.sradius=this._radius},e.prototype._render=function(i,e,t){var n=t.sx,s=t.sy,r=t.sradius,a=t._start_angle,_=t._end_angle;if(this.visuals.line.doit)for(var o=this.model.properties.direction.value(),c=0,l=e;c1?(p[e]=d,x[e]=d/o):(p[e]=d*o,x[e]=d),this._render(t,[e],{sx:_,sy:l,sw:p,sh:x,_angle:[0]})},i.prototype._bounds=function(t){var i=t.x0,e=t.x1,s=t.y0,h=t.y1;return{x0:i-this.max_w2,x1:e+this.max_w2,y0:s-this.max_h2,y1:h+this.max_h2}},i}(h.CenterRotatableView);e.EllipseOvalView=a,a.__name__=\"EllipseOvalView\";var n=function(t){function i(i){return t.call(this,i)||this}return s.__extends(i,t),i}(h.CenterRotatable);e.EllipseOval=n,n.__name__=\"EllipseOval\"},\n", " function _(t,i,e){var s=t(113),h=t(312),r=t(121),n=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return s.__extends(i,t),i.prototype.scenterx=function(t){return(this.sleft[t]+this.sright[t])/2},i.prototype.scentery=function(t){return this.sy[t]},i.prototype._index_data=function(){return this._index_box(this._y.length)},i.prototype._lrtb=function(t){return[Math.min(this._left[t],this._right[t]),Math.max(this._left[t],this._right[t]),this._y[t]+.5*this._height[t],this._y[t]-.5*this._height[t]]},i.prototype._map_data=function(){this.sy=this.renderer.yscale.v_compute(this._y),this.sh=this.sdist(this.renderer.yscale,this._y,this._height,\"center\"),this.sleft=this.renderer.xscale.v_compute(this._left),this.sright=this.renderer.xscale.v_compute(this._right);var t=this.sy.length;this.stop=new Float64Array(t),this.sbottom=new Float64Array(t);for(var i=0;i0){i=this._image[t];var n=this._image_shape[t];this._height[t]=n[0],this._width[t]=n[1]}else{var r=this._image[t];i=s.concat(r),this._height[t]=r.length,this._width[t]=r[0].length}var _=e.v_compute(i);this._set_image_data_from_buffer(t,_)}},t.prototype._render=function(e,t,a){var i=a.image_data,n=a.sx,r=a.sy,_=a.sw,s=a.sh,o=e.getImageSmoothingEnabled();e.setImageSmoothingEnabled(!1),e.globalAlpha=this.model.global_alpha;for(var h=0,l=t;h0){i=this._image[t].buffer;var n=this._image_shape[t];this._height[t]=n[0],this._width[t]=n[1]}else{var h=this._image[t],s=r.concat(h);i=new ArrayBuffer(4*s.length);for(var _=new Uint32Array(i),l=0,o=s.length;l0&&(_[l]=u)}return h.indices=o.keys(_).map(function(t){return parseInt(t,10)}),h.multiline_indices=_,h},e.prototype.get_interpolation_hit=function(t,e,i){var n=[this._xs[t][e],this._ys[t][e],this._xs[t][e+1],this._ys[t][e+1]],s=n[0],r=n[1],o=n[2],h=n[3];return a.line_interpolation(this.renderer,i,s,r,o,h)},e.prototype.draw_legend_for_index=function(t,e,i){a.generic_line_legend(this.visuals,t,e,i)},e.prototype.scenterx=function(){throw new Error(\"not implemented\")},e.prototype.scentery=function(){throw new Error(\"not implemented\")},e}(l.GlyphView);i.MultiLineView=u,u.__name__=\"MultiLineView\";var p=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_MultiLine=function(){this.prototype.default_view=u,this.coords([[\"xs\",\"ys\"]]),this.mixins([\"line\"])},e}(l.Glyph);i.MultiLine=p,p.__name__=\"MultiLine\",p.init_MultiLine()},\n", " function _(t,i,e){var n=t(113),r=t(179),s=t(182),o=t(186),h=t(110),a=t(114),l=t(183),_=t(109),u=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(i,t),i.prototype._index_data=function(){for(var t=[],i=0,e=this._xs.length;i1)for(var o=1,a=this._xs[i][n].length;o1){for(var c=!1,x=1;x0;){var r=_.find_last_index(s,function(t){return h.isStrictNaN(t)}),o=void 0;r>=0?o=s.splice(r):(o=s,s=[]);var a=o.filter(function(t){return!h.isStrictNaN(t)});e[i].push(a)}}return e},e.prototype._index_data=function(){for(var t=this._build_discontinuous_object(this._xs),e=this._build_discontinuous_object(this._ys),i=[],n=0,r=this._xs.length;n=0,m=i-this.sy1[n]<=this.sh[n]&&i-this.sy1[n]>=0;m&&w&&p.push(n)}var M=a.create_empty_hit_test_result();return M.indices=p,M},s.prototype._map_dist_corner_for_data_side_length=function(t,s,i){for(var e=t.length,h=new Float64Array(e),r=new Float64Array(e),a=0;a1&&(e.stroke(),d=!1)}d?(e.lineTo(b,m),e.lineTo(g,w)):(e.beginPath(),e.moveTo(_[v],u[v]),d=!0),f=v}e.lineTo(_[h-1],u[h-1]),e.stroke()}},t.prototype.draw_legend_for_index=function(e,t,i){r.generic_line_legend(this.visuals,e,t,i)},t}(o.XYGlyphView);i.StepView=a,a.__name__=\"StepView\";var l=function(e){function t(t){return e.call(this,t)||this}return n.__extends(t,e),t.init_Step=function(){this.prototype.default_view=a,this.mixins([\"line\"]),this.define({mode:[s.StepMode,\"before\"]})},t}(o.XYGlyph);i.Step=l,l.__name__=\"Step\",l.init_Step()},\n", " function _(t,e,s){var i=t(113),n=t(178),r=t(183),_=t(121),o=t(226),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return i.__extends(e,t),e.prototype._rotate_point=function(t,e,s,i,n){return[(t-s)*Math.cos(n)-(e-i)*Math.sin(n)+s,(t-s)*Math.sin(n)+(e-i)*Math.cos(n)+i]},e.prototype._text_bounds=function(t,e,s,i){return[[t,t+s,t+s,t,t],[e,e,e-i,e-i,e]]},e.prototype._render=function(t,e,s){var i=s.sx,n=s.sy,r=s._x_offset,_=s._y_offset,h=s._angle,a=s._text;this._sys=[],this._sxs=[];for(var u=0,l=e;uo[1]&&(n=o[1]);else{i=o[0],n=o[1];for(var _=0,s=this.plot_view.axis_views;_0||v>0)return{width:y>0?y:void 0,height:v>0?v:void 0}}return{}})},i.prototype.serializable_state=function(){return Object.assign(Object.assign({},t.prototype.serializable_state.call(this)),{bbox:this.layout.bbox.box,children:this.child_views.map(function(t){return t.serializable_state()})})},i}(_.DOMView);e.LayoutDOMView=d,d.__name__=\"LayoutDOMView\";var c=function(t){function i(i){return t.call(this,i)||this}return o.__extends(i,t),i.init_LayoutDOM=function(){this.define({width:[h.Number,null],height:[h.Number,null],min_width:[h.Number,null],min_height:[h.Number,null],max_width:[h.Number,null],max_height:[h.Number,null],margin:[h.Any,[0,0,0,0]],width_policy:[h.Any,\"auto\"],height_policy:[h.Any,\"auto\"],aspect_ratio:[h.Any,null],sizing_mode:[h.SizingMode,null],visible:[h.Boolean,!0],disabled:[h.Boolean,!1],align:[h.Any,\"start\"],background:[h.Color,null],css_classes:[h.Array,[]]})},i}(n.Model);e.LayoutDOM=c,c.__name__=\"LayoutDOM\",c.init_LayoutDOM()},\n", " function _(t,n,i){var o=t(113),u=t(338),e=t(286),s=t(121),l=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n.prototype._update_layout=function(){var t=this.child_views.map(function(t){return t.layout});this.layout=new e.Column(t),this.layout.rows=this.model.rows,this.layout.spacing=[this.model.spacing,0],this.layout.set_sizing(this.box_sizing())},n}(u.BoxView);i.ColumnView=l,l.__name__=\"ColumnView\";var _=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n.init_Column=function(){this.prototype.default_view=l,this.define({rows:[s.Any,\"auto\"]})},n}(u.Box);i.Column=_,_.__name__=\"Column\",_.init_Column()},\n", " function _(t,i,n){var o=t(113),e=t(339),r=t(286),s=t(121),l=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(i,t),i.prototype.connect_signals=function(){var i=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.children.change,function(){return i.rebuild()})},Object.defineProperty(i.prototype,\"child_models\",{get:function(){return this.model.children.map(function(t){return t[0]})},enumerable:!0,configurable:!0}),i.prototype._update_layout=function(){this.layout=new r.Grid,this.layout.rows=this.model.rows,this.layout.cols=this.model.cols,this.layout.spacing=this.model.spacing;for(var t=0,i=this.model.children;tr?(this.wrapper_el.style.maxWidth=r-a.width+\"px\",l.display(this.scroll_el)):(this.wrapper_el.style.maxWidth=\"\",l.undisplay(this.scroll_el))}else{var n=this.header.bbox.height;s.height>n?(this.wrapper_el.style.maxHeight=n-a.height+\"px\",l.display(this.scroll_el)):(this.wrapper_el.style.maxHeight=\"\",l.undisplay(this.scroll_el))}for(var h=this.child_views,o=0,c=h;oi-1&&(t.model.active=i-1)}}),s.appendChild(n)}return s});this.headers_el=l.div({class:[d.bk_headers]},n),this.wrapper_el=l.div({class:d.bk_headers_wrapper},this.headers_el);var h=l.div({class:[_.bk_btn,_.bk_btn_default],disabled:\"\"},l.div({class:[u.bk_caret,c.bk_left]})),o=l.div({class:[_.bk_btn,_.bk_btn_default]},l.div({class:[u.bk_caret,c.bk_right]})),p=0,b=function(e){return function(){var i=t.model.tabs.length;0==(p=\"left\"==e?Math.max(p-1,0):Math.min(p+1,i-1))?h.setAttribute(\"disabled\",\"\"):h.removeAttribute(\"disabled\"),p==i-1?o.setAttribute(\"disabled\",\"\"):o.removeAttribute(\"disabled\");var a=l.children(t.headers_el).slice(0,p).map(function(e){return e.getBoundingClientRect()});if(s){var n=-r.sum(a.map(function(e){return e.width}));t.headers_el.style.left=n+\"px\"}else{var c=-r.sum(a.map(function(e){return e.height}));t.headers_el.style.top=c+\"px\"}}};h.addEventListener(\"click\",b(\"left\")),o.addEventListener(\"click\",b(\"right\")),this.scroll_el=l.div({class:_.bk_btn_group},h,o),this.header_el=l.div({class:[d.bk_tabs_header,c.bk_side(a)]},this.scroll_el,this.wrapper_el),this.el.appendChild(this.header_el)},t.prototype.change_active=function(e){e!=this.model.active&&(this.model.active=e,null!=this.model.callback&&this.model.callback.execute(this.model))},t.prototype.on_active_change=function(){for(var e=this.model.active,t=l.children(this.headers_el),i=0,a=t;i .bk-btn {\\n flex-grow: 0;\\n -webkit-flex-grow: 0;\\n height: auto;\\n padding: 4px 4px;\\n}\\n.bk-root .bk-tabs-header .bk-headers-wrapper {\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n overflow: hidden;\\n color: #666666;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-headers-wrapper {\\n border-bottom: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-right .bk-headers-wrapper {\\n border-left: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-below .bk-headers-wrapper {\\n border-top: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-headers-wrapper {\\n border-right: 1px solid #e6e6e6;\\n}\\n.bk-root .bk-tabs-header.bk-above,\\n.bk-root .bk-tabs-header.bk-below {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-headers,\\n.bk-root .bk-tabs-header.bk-below .bk-headers {\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-tabs-header.bk-left,\\n.bk-root .bk-tabs-header.bk-right {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-headers,\\n.bk-root .bk-tabs-header.bk-right .bk-headers {\\n flex-direction: column;\\n -webkit-flex-direction: column;\\n}\\n.bk-root .bk-tabs-header .bk-headers {\\n position: relative;\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: center;\\n -webkit-align-items: center;\\n}\\n.bk-root .bk-tabs-header .bk-tab {\\n padding: 4px 8px;\\n border: solid transparent;\\n white-space: nowrap;\\n cursor: pointer;\\n}\\n.bk-root .bk-tabs-header .bk-tab:hover {\\n background-color: #f2f2f2;\\n}\\n.bk-root .bk-tabs-header .bk-tab.bk-active {\\n color: #4d4d4d;\\n background-color: white;\\n border-color: #e6e6e6;\\n}\\n.bk-root .bk-tabs-header .bk-tab .bk-close {\\n margin-left: 10px;\\n}\\n.bk-root .bk-tabs-header.bk-above .bk-tab {\\n border-width: 3px 1px 0px 1px;\\n border-radius: 4px 4px 0 0;\\n}\\n.bk-root .bk-tabs-header.bk-right .bk-tab {\\n border-width: 1px 3px 1px 0px;\\n border-radius: 0 4px 4px 0;\\n}\\n.bk-root .bk-tabs-header.bk-below .bk-tab {\\n border-width: 0px 1px 3px 1px;\\n border-radius: 0 0 4px 4px;\\n}\\n.bk-root .bk-tabs-header.bk-left .bk-tab {\\n border-width: 1px 0px 1px 3px;\\n border-radius: 4px 0 0 4px;\\n}\\n.bk-root .bk-close {\\n display: inline-block;\\n width: 10px;\\n height: 10px;\\n vertical-align: middle;\\n background-image: url(\\'data:image/svg+xml;utf8,\\\\\\n \\\\\\n \\\\\\n \\\\\\n \\');\\n}\\n.bk-root .bk-close:hover {\\n background-image: url(\\'data:image/svg+xml;utf8,\\\\\\n \\\\\\n \\\\\\n \\\\\\n \\');\\n}\\n'),n.bk_tabs_header=\"bk-tabs-header\",n.bk_headers_wrapper=\"bk-headers-wrapper\",n.bk_headers=\"bk-headers\",n.bk_tab=\"bk-tab\",n.bk_close=\"bk-close\"},\n", " function _(n,b,o){n(164),n(163).styles.append(\".bk-root .bk-btn {\\n height: 100%;\\n display: inline-block;\\n text-align: center;\\n vertical-align: middle;\\n white-space: nowrap;\\n cursor: pointer;\\n padding: 6px 12px;\\n font-size: 12px;\\n border: 1px solid transparent;\\n border-radius: 4px;\\n outline: 0;\\n user-select: none;\\n -ms-user-select: none;\\n -moz-user-select: none;\\n -webkit-user-select: none;\\n}\\n.bk-root .bk-btn:hover,\\n.bk-root .bk-btn:focus {\\n text-decoration: none;\\n}\\n.bk-root .bk-btn:active,\\n.bk-root .bk-btn.bk-active {\\n background-image: none;\\n box-shadow: inset 0 3px 5px rgba(0, 0, 0, 0.125);\\n}\\n.bk-root .bk-btn[disabled] {\\n cursor: not-allowed;\\n pointer-events: none;\\n opacity: 0.65;\\n box-shadow: none;\\n}\\n.bk-root .bk-btn-default {\\n color: #333;\\n background-color: #fff;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-default:hover {\\n background-color: #f5f5f5;\\n border-color: #b8b8b8;\\n}\\n.bk-root .bk-btn-default.bk-active {\\n background-color: #ebebeb;\\n border-color: #adadad;\\n}\\n.bk-root .bk-btn-default[disabled],\\n.bk-root .bk-btn-default[disabled]:hover,\\n.bk-root .bk-btn-default[disabled]:focus,\\n.bk-root .bk-btn-default[disabled]:active,\\n.bk-root .bk-btn-default[disabled].bk-active {\\n background-color: #e6e6e6;\\n border-color: #ccc;\\n}\\n.bk-root .bk-btn-primary {\\n color: #fff;\\n background-color: #428bca;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-primary:hover {\\n background-color: #3681c1;\\n border-color: #2c699e;\\n}\\n.bk-root .bk-btn-primary.bk-active {\\n background-color: #3276b1;\\n border-color: #285e8e;\\n}\\n.bk-root .bk-btn-primary[disabled],\\n.bk-root .bk-btn-primary[disabled]:hover,\\n.bk-root .bk-btn-primary[disabled]:focus,\\n.bk-root .bk-btn-primary[disabled]:active,\\n.bk-root .bk-btn-primary[disabled].bk-active {\\n background-color: #506f89;\\n border-color: #357ebd;\\n}\\n.bk-root .bk-btn-success {\\n color: #fff;\\n background-color: #5cb85c;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-success:hover {\\n background-color: #4eb24e;\\n border-color: #409240;\\n}\\n.bk-root .bk-btn-success.bk-active {\\n background-color: #47a447;\\n border-color: #398439;\\n}\\n.bk-root .bk-btn-success[disabled],\\n.bk-root .bk-btn-success[disabled]:hover,\\n.bk-root .bk-btn-success[disabled]:focus,\\n.bk-root .bk-btn-success[disabled]:active,\\n.bk-root .bk-btn-success[disabled].bk-active {\\n background-color: #667b66;\\n border-color: #4cae4c;\\n}\\n.bk-root .bk-btn-warning {\\n color: #fff;\\n background-color: #f0ad4e;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-warning:hover {\\n background-color: #eea43b;\\n border-color: #e89014;\\n}\\n.bk-root .bk-btn-warning.bk-active {\\n background-color: #ed9c28;\\n border-color: #d58512;\\n}\\n.bk-root .bk-btn-warning[disabled],\\n.bk-root .bk-btn-warning[disabled]:hover,\\n.bk-root .bk-btn-warning[disabled]:focus,\\n.bk-root .bk-btn-warning[disabled]:active,\\n.bk-root .bk-btn-warning[disabled].bk-active {\\n background-color: #c89143;\\n border-color: #eea236;\\n}\\n.bk-root .bk-btn-danger {\\n color: #fff;\\n background-color: #d9534f;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-danger:hover {\\n background-color: #d5433e;\\n border-color: #bd2d29;\\n}\\n.bk-root .bk-btn-danger.bk-active {\\n background-color: #d2322d;\\n border-color: #ac2925;\\n}\\n.bk-root .bk-btn-danger[disabled],\\n.bk-root .bk-btn-danger[disabled]:hover,\\n.bk-root .bk-btn-danger[disabled]:focus,\\n.bk-root .bk-btn-danger[disabled]:active,\\n.bk-root .bk-btn-danger[disabled].bk-active {\\n background-color: #a55350;\\n border-color: #d43f3a;\\n}\\n.bk-root .bk-btn-group {\\n height: 100%;\\n display: flex;\\n display: -webkit-flex;\\n flex-wrap: nowrap;\\n -webkit-flex-wrap: nowrap;\\n align-items: center;\\n -webkit-align-items: center;\\n flex-direction: row;\\n -webkit-flex-direction: row;\\n}\\n.bk-root .bk-btn-group > .bk-btn {\\n flex-grow: 1;\\n -webkit-flex-grow: 1;\\n}\\n.bk-root .bk-btn-group > .bk-btn + .bk-btn {\\n margin-left: -1px;\\n}\\n.bk-root .bk-btn-group > .bk-btn:first-child:not(:last-child) {\\n border-bottom-right-radius: 0;\\n border-top-right-radius: 0;\\n}\\n.bk-root .bk-btn-group > .bk-btn:not(:first-child):last-child {\\n border-bottom-left-radius: 0;\\n border-top-left-radius: 0;\\n}\\n.bk-root .bk-btn-group > .bk-btn:not(:first-child):not(:last-child) {\\n border-radius: 0;\\n}\\n.bk-root .bk-btn-group .bk-dropdown-toggle {\\n flex: 0 0 0;\\n -webkit-flex: 0 0 0;\\n padding: 6px 6px;\\n}\\n\"),o.bk_btn=\"bk-btn\",o.bk_btn_group=\"bk-btn-group\",o.bk_btn_default=\"bk-btn-default\",o.bk_btn_primary=\"bk-btn-primary\",o.bk_btn_success=\"bk-btn-success\",o.bk_btn_warning=\"bk-btn-warning\",o.bk_btn_danger=\"bk-btn-danger\",o.bk_btn_type=function(n){switch(n){case\"default\":return o.bk_btn_default;case\"primary\":return o.bk_btn_primary;case\"success\":return o.bk_btn_success;case\"warning\":return o.bk_btn_warning;case\"danger\":return o.bk_btn_danger}},o.bk_dropdown_toggle=\"bk-dropdown-toggle\"},\n", " function _(n,o,r){n(164),n(163).styles.append(\".bk-root .bk-menu {\\n position: absolute;\\n left: 0;\\n width: 100%;\\n z-index: 100;\\n cursor: pointer;\\n font-size: 12px;\\n background-color: #fff;\\n border: 1px solid #ccc;\\n border-radius: 4px;\\n box-shadow: 0 6px 12px rgba(0, 0, 0, 0.175);\\n}\\n.bk-root .bk-menu.bk-above {\\n bottom: 100%;\\n}\\n.bk-root .bk-menu.bk-below {\\n top: 100%;\\n}\\n.bk-root .bk-menu > .bk-divider {\\n height: 1px;\\n margin: 7.5px 0;\\n overflow: hidden;\\n background-color: #e5e5e5;\\n}\\n.bk-root .bk-menu > :not(.bk-divider) {\\n padding: 6px 12px;\\n}\\n.bk-root .bk-menu > :not(.bk-divider):hover,\\n.bk-root .bk-menu > :not(.bk-divider).bk-active {\\n background-color: #e6e6e6;\\n}\\n.bk-root .bk-caret {\\n display: inline-block;\\n vertical-align: middle;\\n width: 0;\\n height: 0;\\n margin: 0 5px;\\n}\\n.bk-root .bk-caret.bk-down {\\n border-top: 4px solid;\\n}\\n.bk-root .bk-caret.bk-up {\\n border-bottom: 4px solid;\\n}\\n.bk-root .bk-caret.bk-down,\\n.bk-root .bk-caret.bk-up {\\n border-right: 4px solid transparent;\\n border-left: 4px solid transparent;\\n}\\n.bk-root .bk-caret.bk-left {\\n border-right: 4px solid;\\n}\\n.bk-root .bk-caret.bk-right {\\n border-left: 4px solid;\\n}\\n.bk-root .bk-caret.bk-left,\\n.bk-root .bk-caret.bk-right {\\n border-top: 4px solid transparent;\\n border-bottom: 4px solid transparent;\\n}\\n\"),r.bk_menu=\"bk-menu\",r.bk_caret=\"bk-caret\",r.bk_divider=\"bk-divider\"},\n", " function _(t,i,n){var e=t(113),o=t(340),_=function(t){function i(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(i,t),i}(o.ColumnView);n.WidgetBoxView=_,_.__name__=\"WidgetBoxView\";var u=function(t){function i(i){return t.call(this,i)||this}return e.__extends(i,t),i.init_WidgetBox=function(){this.prototype.default_view=_},i}(o.Column);n.WidgetBox=u,u.__name__=\"WidgetBox\",u.init_WidgetBox()},\n", " function _(r,a,o){var p=r(351);o.CategoricalColorMapper=p.CategoricalColorMapper;var e=r(353);o.CategoricalMarkerMapper=e.CategoricalMarkerMapper;var C=r(354);o.CategoricalPatternMapper=C.CategoricalPatternMapper;var l=r(211);o.ContinuousColorMapper=l.ContinuousColorMapper;var M=r(212);o.ColorMapper=M.ColorMapper;var t=r(210);o.LinearColorMapper=t.LinearColorMapper;var i=r(355);o.LogColorMapper=i.LogColorMapper},\n", " function _(t,r,o){var a=t(113),e=t(352),n=t(212),i=t(121),c=function(t){function r(r){return t.call(this,r)||this}return a.__extends(r,t),r.init_CategoricalColorMapper=function(){this.define({factors:[i.Array],start:[i.Number,0],end:[i.Number]})},r.prototype._v_compute=function(t,r,o,a){var n=a.nan_color;e.cat_v_compute(t,this.factors,o,r,this.start,this.end,n)},r}(n.ColorMapper);o.CategoricalColorMapper=c,c.__name__=\"CategoricalColorMapper\",c.init_CategoricalColorMapper()},\n", " function _(n,t,e){var i=n(114),l=n(109);function r(n,t){if(n.length!=t.length)return!1;for(var e=0,i=n.length;e=e.length?c:e[g],u[a]=d},v=0,_=n.length;v<_;v++)a(v)}},\n", " function _(r,e,t){var a=r(113),i=r(352),n=r(213),c=r(121),u=function(r){function e(e){return r.call(this,e)||this}return a.__extends(e,r),e.init_CategoricalMarkerMapper=function(){this.define({factors:[c.Array],markers:[c.Array],start:[c.Number,0],end:[c.Number],default_value:[c.MarkerType,\"circle\"]})},e.prototype.v_compute=function(r){var e=new Array(r.length);return i.cat_v_compute(r,this.factors,this.markers,e,this.start,this.end,this.default_value),e},e}(n.Mapper);t.CategoricalMarkerMapper=u,u.__name__=\"CategoricalMarkerMapper\",u.init_CategoricalMarkerMapper()},\n", " function _(t,e,a){var r=t(113),n=t(352),i=t(213),p=t(121),c=function(t){function e(e){return t.call(this,e)||this}return r.__extends(e,t),e.init_CategoricalPatternMapper=function(){this.define({factors:[p.Array],patterns:[p.Array],start:[p.Number,0],end:[p.Number],default_value:[p.HatchPatternType,\" \"]})},e.prototype.v_compute=function(t){var e=new Array(t.length);return n.cat_v_compute(t,this.factors,this.patterns,e,this.start,this.end,this.default_value),e},e}(i.Mapper);a.CategoricalPatternMapper=c,c.__name__=\"CategoricalPatternMapper\",c.init_CategoricalPatternMapper()},\n", " function _(o,l,n){var t=o(113),e=o(211),r=o(114),i=null!=Math.log1p?Math.log1p:function(o){return Math.log(1+o)},h=function(o){function l(l){return o.call(this,l)||this}return t.__extends(l,o),l.prototype._v_compute=function(o,l,n,t){for(var e=t.nan_color,h=t.low_color,a=t.high_color,u=n.length,s=null!=this.low?this.low:r.min(o),_=null!=this.high?this.high:r.max(o),f=u/(i(_)-i(s)),g=n.length-1,p=0,c=o.length;p_)l[p]=null!=a?a:n[g];else if(M!=_)if(Mg&&(m=g),l[p]=n[m]}else l[p]=n[g]}},l}(e.ContinuousColorMapper);n.LogColorMapper=h,h.__name__=\"LogColorMapper\"},\n", " function _(r,a,t){!function(r){for(var a in r)t.hasOwnProperty(a)||(t[a]=r[a])}(r(357));var n=r(358);t.Marker=n.Marker;var e=r(359);t.Scatter=e.Scatter},\n", " function _(e,t,o){var i=e(113),r=e(358),n=Math.sqrt(3);function s(e,t){e.moveTo(-t,t),e.lineTo(t,-t),e.moveTo(-t,-t),e.lineTo(t,t)}function c(e,t){e.moveTo(0,t),e.lineTo(0,-t),e.moveTo(-t,0),e.lineTo(t,0)}function l(e,t){e.moveTo(0,t),e.lineTo(t/1.5,0),e.lineTo(0,-t),e.lineTo(-t/1.5,0),e.closePath()}function a(e,t){var o=t*n,i=o/3;e.moveTo(-t,i),e.lineTo(t,i),e.lineTo(0,i-o),e.closePath()}function u(e,t,o,i,r){var n=.65*o;c(e,o),s(e,n),i.doit&&(i.set_vectorize(e,t),e.stroke())}function v(e,t,o,i,r){e.arc(0,0,o,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function _(e,t,o,i,r){e.arc(0,0,o,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),s(e,o),e.stroke())}function d(e,t,o,i,r){c(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function f(e,t,o,i,r){l(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function T(e,t,o,i,r){l(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function z(e,t,o,i,r){!function(e,t){var o=t/2,i=n*o;e.moveTo(t,0),e.lineTo(o,-i),e.lineTo(-o,-i),e.lineTo(-t,0),e.lineTo(-o,i),e.lineTo(o,i),e.closePath()}(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function k(e,t,o,i,r){e.rotate(Math.PI),a(e,o),e.rotate(-Math.PI),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function h(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function m(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),c(e,o),e.stroke())}function C(e,t,o,i,r){var n=2*o;e.rect(-o,-o,n,n),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),s(e,o),e.stroke())}function q(e,t,o,i,r){a(e,o),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())}function p(e,t,o,i,r){!function(e,t){e.moveTo(-t,0),e.lineTo(t,0)}(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function x(e,t,o,i,r){s(e,o),i.doit&&(i.set_vectorize(e,t),e.stroke())}function M(e,t){var o,n=function(e){function o(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(o,e),o.initClass=function(){this.prototype._render_one=t},o}(r.MarkerView);n.initClass();var s=((o=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.initClass=function(){this.prototype.default_view=n},t}(r.Marker)).__name__=e,o);return s.initClass(),s}o.Asterisk=M(\"Asterisk\",u),o.CircleCross=M(\"CircleCross\",v),o.CircleX=M(\"CircleX\",_),o.Cross=M(\"Cross\",d),o.Dash=M(\"Dash\",p),o.Diamond=M(\"Diamond\",f),o.DiamondCross=M(\"DiamondCross\",T),o.Hex=M(\"Hex\",z),o.InvertedTriangle=M(\"InvertedTriangle\",k),o.Square=M(\"Square\",h),o.SquareCross=M(\"SquareCross\",m),o.SquareX=M(\"SquareX\",C),o.Triangle=M(\"Triangle\",q),o.X=M(\"X\",x),o.marker_funcs={asterisk:u,circle:function(e,t,o,i,r){e.arc(0,0,o,0,2*Math.PI,!1),r.doit&&(r.set_vectorize(e,t),e.fill()),i.doit&&(i.set_vectorize(e,t),e.stroke())},circle_cross:v,circle_x:_,cross:d,diamond:f,diamond_cross:T,hex:z,inverted_triangle:k,square:h,square_cross:m,square_x:C,triangle:q,dash:p,x:x}},\n", " function _(e,t,r){var i=e(113),s=e(178),n=e(183),a=e(121),_=e(110),h=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype._render=function(e,t,r){for(var i=r.sx,s=r.sy,n=r._size,a=r._angle,_=0,h=t;_#grayscale\\\");\\n /* Firefox 10+, Firefox on Android */\\n filter: gray;\\n /* IE6-9 */\\n -webkit-filter: grayscale(100%);\\n /* Chrome 19+, Safari 6+, Safari 6+ iOS */\\n}\\n.bk-root .bk-logo-small {\\n width: 20px;\\n height: 20px;\\n background-image: url(data:image/png;base64,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);\\n}\\n.bk-root .bk-logo-notebook {\\n display: inline-block;\\n vertical-align: middle;\\n margin-right: 5px;\\n}\\n\"),g.bk_logo=\"bk-logo\",g.bk_logo_notebook=\"bk-logo-notebook\",g.bk_logo_small=\"bk-logo-small\",g.bk_grey=\"bk-grey\"},\n", " function _(t,e,i){var n=t(113),s=this&&this.__rest||function(t,e){var i={};for(var n in t)Object.prototype.hasOwnProperty.call(t,n)&&e.indexOf(n)<0&&(i[n]=t[n]);if(null!=t&&\"function\"==typeof Object.getOwnPropertySymbols){var s=0;for(n=Object.getOwnPropertySymbols(t);s=0},i.prototype.can_redo=function(){return this.state.index=h.end&&(s=!0,h.end=d,(e||i)&&(h.start=d+c)),null!=p&&p<=h.start&&(s=!0,h.start=p,(e||i)&&(h.end=p-c))):(null!=d&&d>=h.start&&(s=!0,h.start=d,(e||i)&&(h.end=d+c)),null!=p&&p<=h.end&&(s=!0,h.end=p,(e||i)&&(h.start=p-c)))}}if(!(i&&s&&n))for(var v=0,g=t;v0&&_0&&_>n&&(l=(n-h)/(_-h)),l=Math.max(0,Math.min(1,l))}return l},i.prototype.update_range=function(t,e,i,n){void 0===e&&(e=!1),void 0===i&&(i=!1),void 0===n&&(n=!0),this.pause();var s=this.frame,r=s.x_ranges,a=s.y_ranges;if(null==t){for(var o in r){(h=r[o]).reset()}for(var o in a){(h=a[o]).reset()}this.update_dataranges()}else{var l=[];for(var o in r){var h=r[o];l.push([h,t.xrs[o]])}for(var o in a){h=a[o];l.push([h,t.yrs[o]])}i&&this._update_ranges_together(l),this._update_ranges_individually(l,e,i,n)}this.unpause()},i.prototype.reset_range=function(){this.update_range(null)},i.prototype._invalidate_layout=function(){var t=this;(function(){for(var e=0,i=t.model.side_panels;e=0&&it.model.lod_timeout&&e.interactive_stop(t.model),t.request_paint()},this.model.lod_timeout):e.interactive_stop(this.model)}for(var n in this.renderer_views){var s=this.renderer_views[n];if(null==this.range_update_timestamp||s instanceof l.GlyphRendererView&&s.set_data_timestamp>this.range_update_timestamp){this.update_dataranges();break}}var r=this.canvas_view.ctx,a=this.canvas.pixel_ratio;r.save(),r.scale(a,a),r.translate(.5,.5);var o=[this.frame._left.value,this.frame._top.value,this.frame._width.value,this.frame._height.value];if(this._map_hook(r,o),this._paint_empty(r,o),this.prepare_webgl(a,o),this.clear_webgl(),this.visuals.outline_line.doit){r.save(),this.visuals.outline_line.set_value(r);var h=o[0],_=o[1],u=o[2],d=o[3];h+u==this.layout._width.value&&(u-=1),_+d==this.layout._height.value&&(d-=1),r.strokeRect(h,_,u,d),r.restore()}this._paint_levels(r,[\"image\",\"underlay\",\"glyph\"],o,!0),this._paint_levels(r,[\"annotation\"],o,!1),this._paint_levels(r,[\"overlay\"],o,!1),null==this._initial_state_info.range&&this.set_initial_range(),r.restore()}},i.prototype._paint_levels=function(t,e,i,n){for(var s=0,r=e;s=0;i--)(_=t[i])&&(s=(o<3?_(s):o>3?_(n,e,s):_(n,e))||s);return o>3&&s&&Object.defineProperty(n,e,s),s};function o(t){return function(n){n.prototype.event_name=t}}var s=function(){function t(){}return t.prototype.to_json=function(){return{event_name:this.event_name,event_values:this._to_json()}},t.prototype._to_json=function(){var t=this.origin;return{model_id:null!=t?t.id:null}},t}();e.BokehEvent=s,s.__name__=\"BokehEvent\";var i=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(s);i.__name__=\"ButtonClick\",i=_([o(\"button_click\")],i),e.ButtonClick=i;var a=function(t){function n(n){var e=t.call(this)||this;return e.item=n,e}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.item;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{item:n})},n}(s);a.__name__=\"MenuItemClick\",a=_([o(\"menu_item_click\")],a),e.MenuItemClick=a;var u=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(s);e.UIEvent=u,u.__name__=\"UIEvent\";var l=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);l.__name__=\"LODStart\",l=_([o(\"lodstart\")],l),e.LODStart=l;var c=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);c.__name__=\"LODEnd\",c=_([o(\"lodend\")],c),e.LODEnd=c;var p=function(t){function n(n,e){var r=t.call(this)||this;return r.geometry=n,r.final=e,r}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.geometry,e=this.final;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{geometry:n,final:e})},n}(u);p.__name__=\"SelectionGeometry\",p=_([o(\"selectiongeometry\")],p),e.SelectionGeometry=p;var h=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(u);h.__name__=\"Reset\",h=_([o(\"reset\")],h),e.Reset=h;var f=function(t){function n(n,e,r,_){var o=t.call(this)||this;return o.sx=n,o.sy=e,o.x=r,o.y=_,o}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.sx,e=this.sy,r=this.x,_=this.y;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{sx:n,sy:e,x:r,y:_})},n}(u);e.PointEvent=f,f.__name__=\"PointEvent\";var y=function(t){function n(n,e,r,_,o,s){var i=t.call(this,n,e,r,_)||this;return i.sx=n,i.sy=e,i.x=r,i.y=_,i.delta_x=o,i.delta_y=s,i}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.delta_x,e=this.delta_y;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{delta_x:n,delta_y:e})},n}(f);y.__name__=\"Pan\",y=_([o(\"pan\")],y),e.Pan=y;var v=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.scale=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.scale;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{scale:n})},n}(f);v.__name__=\"Pinch\",v=_([o(\"pinch\")],v),e.Pinch=v;var d=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.rotation=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.rotation;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{rotation:n})},n}(f);d.__name__=\"Rotate\",d=_([o(\"rotate\")],d),e.Rotate=d;var m=function(t){function n(n,e,r,_,o){var s=t.call(this,n,e,r,_)||this;return s.sx=n,s.sy=e,s.x=r,s.y=_,s.delta=o,s}return r.__extends(n,t),n.prototype._to_json=function(){var n=this.delta;return Object.assign(Object.assign({},t.prototype._to_json.call(this)),{delta:n})},n}(f);m.__name__=\"MouseWheel\",m=_([o(\"wheel\")],m),e.MouseWheel=m;var x=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);x.__name__=\"MouseMove\",x=_([o(\"mousemove\")],x),e.MouseMove=x;var j=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);j.__name__=\"MouseEnter\",j=_([o(\"mouseenter\")],j),e.MouseEnter=j;var g=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);g.__name__=\"MouseLeave\",g=_([o(\"mouseleave\")],g),e.MouseLeave=g;var b=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);b.__name__=\"Tap\",b=_([o(\"tap\")],b),e.Tap=b;var O=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);O.__name__=\"DoubleTap\",O=_([o(\"doubletap\")],O),e.DoubleTap=O;var P=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);P.__name__=\"Press\",P=_([o(\"press\")],P),e.Press=P;var E=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);E.__name__=\"PressUp\",E=_([o(\"pressup\")],E),e.PressUp=E;var M=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);M.__name__=\"PanStart\",M=_([o(\"panstart\")],M),e.PanStart=M;var R=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);R.__name__=\"PanEnd\",R=_([o(\"panend\")],R),e.PanEnd=R;var S=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);S.__name__=\"PinchStart\",S=_([o(\"pinchstart\")],S),e.PinchStart=S;var k=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);k.__name__=\"PinchEnd\",k=_([o(\"pinchend\")],k),e.PinchEnd=k;var D=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);D.__name__=\"RotateStart\",D=_([o(\"rotatestart\")],D),e.RotateStart=D;var L=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return r.__extends(n,t),n}(f);L.__name__=\"RotateEnd\",L=_([o(\"rotateend\")],L),e.RotateEnd=L},\n", " function _(n,e,i){var o=(\"undefined\"!=typeof window?window.requestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.webkitRequestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.mozRequestAnimationFrame:void 0)||(\"undefined\"!=typeof window?window.msRequestAnimationFrame:void 0)||function(n){return n(Date.now()),-1};i.throttle=function(n,e){var i=null,t=0,u=!1,d=function(){t=Date.now(),i=null,u=!1,n()};return function(){var n=Date.now(),w=e-(n-t);w<=0&&!u?(null!=i&&clearTimeout(i),u=!0,o(d)):i||u||(i=setTimeout(function(){return o(d)},w))}}},\n", " function _(e,t,i){var l=e(113),r=e(283),a=e(284),o=e(109),n=Math.PI/2,h=\"left\",s=\"center\",d={above:{parallel:0,normal:-n,horizontal:0,vertical:-n},below:{parallel:0,normal:n,horizontal:0,vertical:n},left:{parallel:-n,normal:0,horizontal:0,vertical:-n},right:{parallel:n,normal:0,horizontal:0,vertical:n}},c={above:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"alphabetic\",vertical:\"middle\"},below:{justified:\"bottom\",parallel:\"hanging\",normal:\"middle\",horizontal:\"hanging\",vertical:\"middle\"},left:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"middle\",vertical:\"alphabetic\"},right:{justified:\"top\",parallel:\"alphabetic\",normal:\"middle\",horizontal:\"middle\",vertical:\"alphabetic\"}},p={above:{justified:s,parallel:s,normal:h,horizontal:s,vertical:h},below:{justified:s,parallel:s,normal:h,horizontal:s,vertical:h},left:{justified:s,parallel:s,normal:\"right\",horizontal:\"right\",vertical:s},right:{justified:s,parallel:s,normal:h,horizontal:h,vertical:s}},b={above:\"right\",below:h,left:\"right\",right:h},_={above:h,below:\"right\",left:\"right\",right:h},m=function(e){function t(t,i){var l=e.call(this)||this;switch(l.side=t,l.obj=i,l.side){case\"above\":l._dim=0,l._normals=[0,-1];break;case\"below\":l._dim=0,l._normals=[0,1];break;case\"left\":l._dim=1,l._normals=[-1,0];break;case\"right\":l._dim=1,l._normals=[1,0];break;default:throw new Error(\"unreachable\")}return l.is_horizontal?l.set_sizing({width_policy:\"max\",height_policy:\"fixed\"}):l.set_sizing({width_policy:\"fixed\",height_policy:\"max\"}),l}return l.__extends(t,e),t.prototype._content_size=function(){return new r.Sizeable(this.get_oriented_size())},t.prototype.get_oriented_size=function(){var e=this.obj.get_size(),t=e.width,i=e.height;return!this.obj.rotate||this.is_horizontal?{width:t,height:i}:{width:i,height:t}},t.prototype.has_size_changed=function(){var e=this.get_oriented_size(),t=e.width,i=e.height;return this.is_horizontal?this.bbox.height!=i:this.bbox.width!=t},Object.defineProperty(t.prototype,\"dimension\",{get:function(){return this._dim},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"normals\",{get:function(){return this._normals},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_horizontal\",{get:function(){return 0==this._dim},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"is_vertical\",{get:function(){return 1==this._dim},enumerable:!0,configurable:!0}),t.prototype.apply_label_text_heuristics=function(e,t){var i,l,r=this.side;o.isString(t)?(i=c[r][t],l=p[r][t]):0===t?(i=\"whatever\",l=\"whatever\"):t<0?(i=\"middle\",l=b[r]):(i=\"middle\",l=_[r]),e.textBaseline=i,e.textAlign=l},t.prototype.get_label_angle_heuristic=function(e){return d[this.side][e]},t}(a.ContentLayoutable);i.SidePanel=m,m.__name__=\"SidePanel\"},\n", " function _(t,e,n){var i=t(380),r=t(116),s=t(167),o=t(163),a=t(381),_=t(110),h=t(125),p=t(109),c=t(197),u=t(376),l=function(){function t(t,e,n){var s=this;this.plot_view=t,this.toolbar=e,this.hit_area=n,this.pan_start=new r.Signal(this,\"pan:start\"),this.pan=new r.Signal(this,\"pan\"),this.pan_end=new r.Signal(this,\"pan:end\"),this.pinch_start=new r.Signal(this,\"pinch:start\"),this.pinch=new r.Signal(this,\"pinch\"),this.pinch_end=new r.Signal(this,\"pinch:end\"),this.rotate_start=new r.Signal(this,\"rotate:start\"),this.rotate=new r.Signal(this,\"rotate\"),this.rotate_end=new r.Signal(this,\"rotate:end\"),this.tap=new r.Signal(this,\"tap\"),this.doubletap=new r.Signal(this,\"doubletap\"),this.press=new r.Signal(this,\"press\"),this.pressup=new r.Signal(this,\"pressup\"),this.move_enter=new r.Signal(this,\"move:enter\"),this.move=new r.Signal(this,\"move\"),this.move_exit=new r.Signal(this,\"move:exit\"),this.scroll=new r.Signal(this,\"scroll\"),this.keydown=new r.Signal(this,\"keydown\"),this.keyup=new r.Signal(this,\"keyup\"),this.hammer=new i(this.hit_area,{touchAction:\"auto\"}),this._configure_hammerjs(),this.hit_area.addEventListener(\"mousemove\",function(t){return s._mouse_move(t)}),this.hit_area.addEventListener(\"mouseenter\",function(t){return s._mouse_enter(t)}),this.hit_area.addEventListener(\"mouseleave\",function(t){return s._mouse_exit(t)}),this.hit_area.addEventListener(\"wheel\",function(t){return s._mouse_wheel(t)}),document.addEventListener(\"keydown\",this),document.addEventListener(\"keyup\",this)}return t.prototype.destroy=function(){this.hammer.destroy(),document.removeEventListener(\"keydown\",this),document.removeEventListener(\"keyup\",this)},t.prototype.handleEvent=function(t){\"keydown\"==t.type?this._key_down(t):\"keyup\"==t.type&&this._key_up(t)},t.prototype._configure_hammerjs=function(){var t=this;this.hammer.get(\"doubletap\").recognizeWith(\"tap\"),this.hammer.get(\"tap\").requireFailure(\"doubletap\"),this.hammer.get(\"doubletap\").dropRequireFailure(\"tap\"),this.hammer.on(\"doubletap\",function(e){return t._doubletap(e)}),this.hammer.on(\"tap\",function(e){return t._tap(e)}),this.hammer.on(\"press\",function(e){return t._press(e)}),this.hammer.on(\"pressup\",function(e){return t._pressup(e)}),this.hammer.get(\"pan\").set({direction:i.DIRECTION_ALL}),this.hammer.on(\"panstart\",function(e){return t._pan_start(e)}),this.hammer.on(\"pan\",function(e){return t._pan(e)}),this.hammer.on(\"panend\",function(e){return t._pan_end(e)}),this.hammer.get(\"pinch\").set({enable:!0}),this.hammer.on(\"pinchstart\",function(e){return t._pinch_start(e)}),this.hammer.on(\"pinch\",function(e){return t._pinch(e)}),this.hammer.on(\"pinchend\",function(e){return t._pinch_end(e)}),this.hammer.get(\"rotate\").set({enable:!0}),this.hammer.on(\"rotatestart\",function(e){return t._rotate_start(e)}),this.hammer.on(\"rotate\",function(e){return t._rotate(e)}),this.hammer.on(\"rotateend\",function(e){return t._rotate_end(e)})},t.prototype.register_tool=function(t){var e=this,n=t.model.event_type;null!=n&&(p.isString(n)?this._register_tool(t,n):n.forEach(function(n,i){return e._register_tool(t,n,i<1)}))},t.prototype._register_tool=function(t,e,n){void 0===n&&(n=!0);var i=t,r=i.model.id,o=function(t){return function(e){e.id==r&&t(e.e)}},a=function(t){return function(e){t(e.e)}};switch(e){case\"pan\":null!=i._pan_start&&i.connect(this.pan_start,o(i._pan_start.bind(i))),null!=i._pan&&i.connect(this.pan,o(i._pan.bind(i))),null!=i._pan_end&&i.connect(this.pan_end,o(i._pan_end.bind(i)));break;case\"pinch\":null!=i._pinch_start&&i.connect(this.pinch_start,o(i._pinch_start.bind(i))),null!=i._pinch&&i.connect(this.pinch,o(i._pinch.bind(i))),null!=i._pinch_end&&i.connect(this.pinch_end,o(i._pinch_end.bind(i)));break;case\"rotate\":null!=i._rotate_start&&i.connect(this.rotate_start,o(i._rotate_start.bind(i))),null!=i._rotate&&i.connect(this.rotate,o(i._rotate.bind(i))),null!=i._rotate_end&&i.connect(this.rotate_end,o(i._rotate_end.bind(i)));break;case\"move\":null!=i._move_enter&&i.connect(this.move_enter,o(i._move_enter.bind(i))),null!=i._move&&i.connect(this.move,o(i._move.bind(i))),null!=i._move_exit&&i.connect(this.move_exit,o(i._move_exit.bind(i)));break;case\"tap\":null!=i._tap&&i.connect(this.tap,o(i._tap.bind(i)));break;case\"press\":null!=i._press&&i.connect(this.press,o(i._press.bind(i))),null!=i._pressup&&i.connect(this.pressup,o(i._pressup.bind(i)));break;case\"scroll\":null!=i._scroll&&i.connect(this.scroll,o(i._scroll.bind(i)));break;default:throw new Error(\"unsupported event_type: \"+e)}n&&(null!=i._doubletap&&i.connect(this.doubletap,a(i._doubletap.bind(i))),null!=i._keydown&&i.connect(this.keydown,a(i._keydown.bind(i))),null!=i._keyup&&i.connect(this.keyup,a(i._keyup.bind(i))),c.is_mobile&&null!=i._scroll&&\"pinch\"==e&&(s.logger.debug(\"Registering scroll on touch screen\"),i.connect(this.scroll,o(i._scroll.bind(i)))))},t.prototype._hit_test_renderers=function(t,e){for(var n=this.plot_view.get_renderer_views(),i=0,r=_.reversed(n);i\\s*\\(/gm,\"{anonymous}()@\"):\"Unknown Stack Trace\",s=t.console&&(t.console.warn||t.console.log);return s&&s.call(t.console,r,n),e.apply(this,arguments)}}s=\"function\"!=typeof Object.assign?function(t){if(t===r||null===t)throw new TypeError(\"Cannot convert undefined or null to object\");for(var e=Object(t),i=1;i-1}function b(t){return t.trim().split(/\\s+/g)}function P(t,e,i){if(t.indexOf&&!i)return t.indexOf(e);for(var n=0;ni[e]}):n.sort()),n}function w(t,e){for(var i,n,s=e[0].toUpperCase()+e.slice(1),a=0;a1&&!i.firstMultiple?i.firstMultiple=Q(e):1===s&&(i.firstMultiple=!1);var o=i.firstInput,a=i.firstMultiple,h=a?a.center:o.center,u=e.center=tt(n);e.timeStamp=l(),e.deltaTime=e.timeStamp-o.timeStamp,e.angle=rt(h,u),e.distance=nt(h,u),function(t,e){var i=e.center,n=t.offsetDelta||{},r=t.prevDelta||{},s=t.prevInput||{};e.eventType!==Y&&s.eventType!==W||(r=t.prevDelta={x:s.deltaX||0,y:s.deltaY||0},n=t.offsetDelta={x:i.x,y:i.y});e.deltaX=r.x+(i.x-n.x),e.deltaY=r.y+(i.y-n.y)}(i,e),e.offsetDirection=it(e.deltaX,e.deltaY);var p=et(e.deltaTime,e.deltaX,e.deltaY);e.overallVelocityX=p.x,e.overallVelocityY=p.y,e.overallVelocity=c(p.x)>c(p.y)?p.x:p.y,e.scale=a?(f=a.pointers,v=n,nt(v[0],v[1],$)/nt(f[0],f[1],$)):1,e.rotation=a?function(t,e){return rt(e[1],e[0],$)+rt(t[1],t[0],$)}(a.pointers,n):0,e.maxPointers=i.prevInput?e.pointers.length>i.prevInput.maxPointers?e.pointers.length:i.prevInput.maxPointers:e.pointers.length,function(t,e){var i,n,s,o,a=t.lastInterval||e,h=e.timeStamp-a.timeStamp;if(e.eventType!=q&&(h>X||a.velocity===r)){var u=e.deltaX-a.deltaX,l=e.deltaY-a.deltaY,p=et(h,u,l);n=p.x,s=p.y,i=c(p.x)>c(p.y)?p.x:p.y,o=it(u,l),t.lastInterval=e}else i=a.velocity,n=a.velocityX,s=a.velocityY,o=a.direction;e.velocity=i,e.velocityX=n,e.velocityY=s,e.direction=o}(i,e);var f,v;var d=t.element;C(e.srcEvent.target,d)&&(d=e.srcEvent.target);e.target=d}(t,i),t.emit(\"hammer.input\",i),t.recognize(i),t.session.prevInput=i}function Q(t){for(var e=[],i=0;i=c(e)?t<0?H:L:e<0?U:V}function nt(t,e,i){i||(i=B);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return Math.sqrt(n*n+r*r)}function rt(t,e,i){i||(i=B);var n=e[i[0]]-t[i[0]],r=e[i[1]]-t[i[1]];return 180*Math.atan2(r,n)/Math.PI}J.prototype={handler:function(){},init:function(){this.evEl&&A(this.element,this.evEl,this.domHandler),this.evTarget&&A(this.target,this.evTarget,this.domHandler),this.evWin&&A(R(this.element),this.evWin,this.domHandler)},destroy:function(){this.evEl&&_(this.element,this.evEl,this.domHandler),this.evTarget&&_(this.target,this.evTarget,this.domHandler),this.evWin&&_(R(this.element),this.evWin,this.domHandler)}};var st={mousedown:Y,mousemove:F,mouseup:W},ot=\"mousedown\",at=\"mousemove mouseup\";function ht(){this.evEl=ot,this.evWin=at,this.pressed=!1,J.apply(this,arguments)}T(ht,J,{handler:function(t){var e=st[t.type];e&Y&&0===t.button&&(this.pressed=!0),e&F&&1!==t.which&&(e=W),this.pressed&&(e&W&&(this.pressed=!1),this.callback(this.manager,e,{pointers:[t],changedPointers:[t],pointerType:\"mouse\",srcEvent:t}))}});var ut={pointerdown:Y,pointermove:F,pointerup:W,pointercancel:q,pointerout:q},ct={2:\"touch\",3:\"pen\",4:\"mouse\",5:\"kinect\"},lt=\"pointerdown\",pt=\"pointermove pointerup pointercancel\";function ft(){this.evEl=lt,this.evWin=pt,J.apply(this,arguments),this.store=this.manager.session.pointerEvents=[]}t.MSPointerEvent&&!t.PointerEvent&&(lt=\"MSPointerDown\",pt=\"MSPointerMove MSPointerUp MSPointerCancel\"),T(ft,J,{handler:function(t){var e=this.store,i=!1,n=t.type.toLowerCase().replace(\"ms\",\"\"),r=ut[n],s=ct[t.pointerType]||t.pointerType,o=\"touch\"==s,a=P(e,t.pointerId,\"pointerId\");r&Y&&(0===t.button||o)?a<0&&(e.push(t),a=e.length-1):r&(W|q)&&(i=!0),a<0||(e[a]=t,this.callback(this.manager,r,{pointers:e,changedPointers:[t],pointerType:s,srcEvent:t}),i&&e.splice(a,1))}});var vt={touchstart:Y,touchmove:F,touchend:W,touchcancel:q},dt=\"touchstart\",mt=\"touchstart touchmove touchend touchcancel\";function gt(){this.evTarget=dt,this.evWin=mt,this.started=!1,J.apply(this,arguments)}T(gt,J,{handler:function(t){var e=vt[t.type];if(e===Y&&(this.started=!0),this.started){var i=function(t,e){var i=D(t.touches),n=D(t.changedTouches);e&(W|q)&&(i=x(i.concat(n),\"identifier\",!0));return[i,n]}.call(this,t,e);e&(W|q)&&i[0].length-i[1].length==0&&(this.started=!1),this.callback(this.manager,e,{pointers:i[0],changedPointers:i[1],pointerType:\"touch\",srcEvent:t})}}});var Tt={touchstart:Y,touchmove:F,touchend:W,touchcancel:q},yt=\"touchstart touchmove touchend touchcancel\";function Et(){this.evTarget=yt,this.targetIds={},J.apply(this,arguments)}T(Et,J,{handler:function(t){var e=Tt[t.type],i=function(t,e){var i=D(t.touches),n=this.targetIds;if(e&(Y|F)&&1===i.length)return n[i[0].identifier]=!0,[i,i];var r,s,o=D(t.changedTouches),a=[],h=this.target;if(s=i.filter(function(t){return C(t.target,h)}),e===Y)for(r=0;r-1&&n.splice(t,1)},It)}}T(_t,J,{handler:function(t,e,i){var n=\"touch\"==i.pointerType,r=\"mouse\"==i.pointerType;if(!(r&&i.sourceCapabilities&&i.sourceCapabilities.firesTouchEvents)){if(n)(function(t,e){t&Y?(this.primaryTouch=e.changedPointers[0].identifier,Ct.call(this,e)):t&(W|q)&&Ct.call(this,e)}).call(this,e,i);else if(r&&function(t){for(var e=t.srcEvent.clientX,i=t.srcEvent.clientY,n=0;n-1&&this.requireFail.splice(e,1),this},hasRequireFailures:function(){return this.requireFail.length>0},canRecognizeWith:function(t){return!!this.simultaneous[t.id]},emit:function(t){var e=this,i=this.state;function n(i){e.manager.emit(i,t)}i=Yt&&n(e.options.event+kt(i))},tryEmit:function(t){if(this.canEmit())return this.emit(t);this.state=32},canEmit:function(){for(var t=0;te.threshold&&r&e.direction},attrTest:function(t){return Ut.prototype.attrTest.call(this,t)&&(this.state&Nt||!(this.state&Nt)&&this.directionTest(t))},emit:function(t){this.pX=t.deltaX,this.pY=t.deltaY;var e=Ht(t.direction);e&&(t.additionalEvent=this.options.event+e),this._super.emit.call(this,t)}}),T(jt,Ut,{defaults:{event:\"pinch\",threshold:0,pointers:2},getTouchAction:function(){return[xt]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.scale-1)>this.options.threshold||this.state&Nt)},emit:function(t){if(1!==t.scale){var e=t.scale<1?\"in\":\"out\";t.additionalEvent=this.options.event+e}this._super.emit.call(this,t)}}),T(Gt,qt,{defaults:{event:\"press\",pointers:1,time:251,threshold:9},getTouchAction:function(){return[Pt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distancee.time;if(this._input=t,!n||!i||t.eventType&(W|q)&&!r)this.reset();else if(t.eventType&Y)this.reset(),this._timer=p(function(){this.state=Ft,this.tryEmit()},e.time,this);else if(t.eventType&W)return Ft;return 32},reset:function(){clearTimeout(this._timer)},emit:function(t){this.state===Ft&&(t&&t.eventType&W?this.manager.emit(this.options.event+\"up\",t):(this._input.timeStamp=l(),this.manager.emit(this.options.event,this._input)))}}),T(Zt,Ut,{defaults:{event:\"rotate\",threshold:0,pointers:2},getTouchAction:function(){return[xt]},attrTest:function(t){return this._super.attrTest.call(this,t)&&(Math.abs(t.rotation)>this.options.threshold||this.state&Nt)}}),T(Bt,Ut,{defaults:{event:\"swipe\",threshold:10,velocity:.3,direction:j|G,pointers:1},getTouchAction:function(){return Vt.prototype.getTouchAction.call(this)},attrTest:function(t){var e,i=this.options.direction;return i&(j|G)?e=t.overallVelocity:i&j?e=t.overallVelocityX:i&G&&(e=t.overallVelocityY),this._super.attrTest.call(this,t)&&i&t.offsetDirection&&t.distance>this.options.threshold&&t.maxPointers==this.options.pointers&&c(e)>this.options.velocity&&t.eventType&W},emit:function(t){var e=Ht(t.offsetDirection);e&&this.manager.emit(this.options.event+e,t),this.manager.emit(this.options.event,t)}}),T($t,qt,{defaults:{event:\"tap\",pointers:1,taps:1,interval:300,time:250,threshold:9,posThreshold:10},getTouchAction:function(){return[Dt]},process:function(t){var e=this.options,i=t.pointers.length===e.pointers,n=t.distance=2){this.map.setZoom(n);var s=this._get_projected_bounds(),a=s[0];s[1]-a<0&&this.map.setZoom(i)}this.unpause()}this._set_bokeh_ranges()},e.prototype._build_map=function(){var t=this,e=google.maps;this.map_types={satellite:e.MapTypeId.SATELLITE,terrain:e.MapTypeId.TERRAIN,roadmap:e.MapTypeId.ROADMAP,hybrid:e.MapTypeId.HYBRID};var o=this.model.map_options,i={center:new e.LatLng(o.lat,o.lng),zoom:o.zoom,disableDefaultUI:!0,mapTypeId:this.map_types[o.map_type],scaleControl:o.scale_control,tilt:o.tilt};null!=o.styles&&(i.styles=JSON.parse(o.styles)),this.map=new e.Map(this.canvas_view.map_el,i),e.event.addListener(this.map,\"idle\",function(){return t._set_bokeh_ranges()}),e.event.addListener(this.map,\"bounds_changed\",function(){return t._set_bokeh_ranges()}),e.event.addListenerOnce(this.map,\"tilesloaded\",function(){return t._render_finished()}),this.connect(this.model.properties.map_options.change,function(){return t._update_options()}),this.connect(this.model.map_options.properties.styles.change,function(){return t._update_styles()}),this.connect(this.model.map_options.properties.lat.change,function(){return t._update_center(\"lat\")}),this.connect(this.model.map_options.properties.lng.change,function(){return t._update_center(\"lng\")}),this.connect(this.model.map_options.properties.zoom.change,function(){return t._update_zoom()}),this.connect(this.model.map_options.properties.map_type.change,function(){return t._update_map_type()}),this.connect(this.model.map_options.properties.scale_control.change,function(){return t._update_scale_control()}),this.connect(this.model.map_options.properties.tilt.change,function(){return t._update_tilt()})},e.prototype._render_finished=function(){this._tiles_loaded=!0,this.notify_finished()},e.prototype.has_finished=function(){return t.prototype.has_finished.call(this)&&!0===this._tiles_loaded},e.prototype._get_latlon_bounds=function(){var t=this.map.getBounds(),e=t.getNorthEast(),o=t.getSouthWest();return[o.lng(),e.lng(),o.lat(),e.lat()]},e.prototype._get_projected_bounds=function(){var t=this._get_latlon_bounds(),e=t[0],o=t[1],i=t[2],n=t[3],a=s.wgs84_mercator.forward([e,i]),p=a[0],l=a[1],_=s.wgs84_mercator.forward([o,n]);return[p,_[0],l,_[1]]},e.prototype._set_bokeh_ranges=function(){var t=this._get_projected_bounds(),e=t[0],o=t[1],i=t[2],n=t[3];this.frame.x_range.setv({start:e,end:o}),this.frame.y_range.setv({start:i,end:n})},e.prototype._update_center=function(t){var e=this.map.getCenter().toJSON();e[t]=this.model.map_options[t],this.map.setCenter(e),this._set_bokeh_ranges()},e.prototype._update_map_type=function(){this.map.setOptions({mapTypeId:this.map_types[this.model.map_options.map_type]})},e.prototype._update_scale_control=function(){this.map.setOptions({scaleControl:this.model.map_options.scale_control})},e.prototype._update_tilt=function(){this.map.setOptions({tilt:this.model.map_options.tilt})},e.prototype._update_options=function(){this._update_styles(),this._update_center(\"lat\"),this._update_center(\"lng\"),this._update_zoom(),this._update_map_type()},e.prototype._update_styles=function(){this.map.setOptions({styles:JSON.parse(this.model.map_options.styles)})},e.prototype._update_zoom=function(){this.map.setOptions({zoom:this.model.map_options.zoom}),this._set_bokeh_ranges()},e.prototype._map_hook=function(t,e){var o=e[0],i=e[1],n=e[2],s=e[3];this.canvas_view.map_el.style.top=i+\"px\",this.canvas_view.map_el.style.left=o+\"px\",this.canvas_view.map_el.style.width=n+\"px\",this.canvas_view.map_el.style.height=s+\"px\",null==this.map&&\"undefined\"!=typeof google&&null!=google.maps&&this._build_map()},e.prototype._paint_empty=function(t,e){var o=this.layout._width.value,i=this.layout._height.value,n=e[0],s=e[1],a=e[2],p=e[3];t.clearRect(0,0,o,i),t.beginPath(),t.moveTo(0,0),t.lineTo(0,i),t.lineTo(o,i),t.lineTo(o,0),t.lineTo(0,0),t.moveTo(n,s),t.lineTo(n+a,s),t.lineTo(n+a,s+p),t.lineTo(n,s+p),t.lineTo(n,s),t.closePath(),null!=this.model.border_fill_color&&(t.fillStyle=this.model.border_fill_color,t.fill())},e}(a.PlotView);o.GMapPlotView=l,l.__name__=\"GMapPlotView\"},\n", " function _(a,n,e){var g=a(281);e.DataRange=g.DataRange;var R=a(280);e.DataRange1d=R.DataRange1d;var r=a(184);e.FactorRange=r.FactorRange;var t=a(185);e.Range=t.Range;var v=a(225);e.Range1d=v.Range1d},\n", " function _(e,r,d){var n=e(175);d.GlyphRenderer=n.GlyphRenderer;var R=e(192);d.GraphRenderer=R.GraphRenderer;var a=e(244);d.GuideRenderer=a.GuideRenderer;var G=e(160);d.Renderer=G.Renderer},\n", " function _(a,e,c){var l=a(279);c.CategoricalScale=l.CategoricalScale;var r=a(215);c.LinearScale=r.LinearScale;var S=a(224);c.LogScale=S.LogScale;var i=a(216);c.Scale=i.Scale},\n", " function _(n,o,e){!function(n){for(var o in n)e.hasOwnProperty(o)||(e[o]=n[o])}(n(195));var i=n(173);e.Selection=i.Selection},\n", " function _(a,e,r){var o=a(388);r.ServerSentDataSource=o.ServerSentDataSource;var S=a(390);r.AjaxDataSource=S.AjaxDataSource;var t=a(170);r.ColumnDataSource=t.ColumnDataSource;var u=a(171);r.ColumnarDataSource=u.ColumnarDataSource;var D=a(191);r.CDSView=D.CDSView;var c=a(172);r.DataSource=c.DataSource;var v=a(392);r.GeoJSONDataSource=v.GeoJSONDataSource;var n=a(391);r.RemoteDataSource=n.RemoteDataSource},\n", " function _(t,e,i){var a=t(113),n=function(t){function e(e){var i=t.call(this,e)||this;return i.initialized=!1,i}return a.__extends(e,t),e.prototype.destroy=function(){t.prototype.destroy.call(this)},e.prototype.setup=function(){var t=this;this.initialized||(this.initialized=!0,new EventSource(this.data_url).onmessage=function(e){t.load_data(JSON.parse(e.data),t.mode,t.max_size)})},e}(t(389).WebDataSource);i.ServerSentDataSource=n,n.__name__=\"ServerSentDataSource\"},\n", " function _(t,a,e){var i=t(113),n=t(170),r=t(121),o=function(t){function a(a){return t.call(this,a)||this}return i.__extends(a,t),a.prototype.get_column=function(t){var a=this.data[t];return null!=a?a:[]},a.prototype.initialize=function(){t.prototype.initialize.call(this),this.setup()},a.prototype.load_data=function(t,a,e){var i,n=this.adapter;switch(i=null!=n?n.execute(this,{response:t}):t,a){case\"replace\":this.data=i;break;case\"append\":for(var r=this.data,o=0,c=this.columns();o1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\");var h=e.coordinates[0];for(c=0;c1&&a.logger.warn(\"Bokeh does not support Polygons with holes in, only exterior ring used.\"),d.push(w[0])}for(_=d.reduce(o),c=0;c<_.length;c++){var v=_[c];i=v[0],s=v[1],u=v[2];t.xs[r][c]=i,t.ys[r][c]=s,t.zs[r][c]=l(u)}break;default:throw new Error(\"Invalid GeoJSON geometry type: \"+e.type)}},t.prototype.geojson_to_column_data=function(){var e,t=JSON.parse(this.geojson);switch(t.type){case\"GeometryCollection\":if(null==t.geometries)throw new Error(\"No geometries found in GeometryCollection\");if(0===t.geometries.length)throw new Error(\"geojson.geometries must have one or more items\");e=t.geometries;break;case\"FeatureCollection\":if(null==t.features)throw new Error(\"No features found in FeaturesCollection\");if(0==t.features.length)throw new Error(\"geojson.features must have one or more items\");e=t.features;break;default:throw new Error(\"Bokeh only supports type GeometryCollection and FeatureCollection at top level\")}for(var r=0,o=0,n=e;o=Math.pow(2,i)))&&!(e<0||e>=Math.pow(2,i))},e.prototype.parent_by_tile_xyz=function(t,e,i){var o=this.tile_xyz_to_quadkey(t,e,i),r=o.substring(0,o.length-1);return this.quadkey_to_tile_xyz(r)},e.prototype.get_resolution=function(t){return this._computed_initial_resolution()/Math.pow(2,t)},e.prototype.get_resolution_by_extent=function(t,e,i){return[(t[2]-t[0])/i,(t[3]-t[1])/e]},e.prototype.get_level_by_extent=function(t,e,i){for(var o=(t[2]-t[0])/i,r=(t[3]-t[1])/e,n=Math.max(o,r),_=0,s=0,u=this._resolutions;su[s]){if(0==_)return 0;if(_>0)return _-1}_+=1}return _-1},e.prototype.get_closest_level_by_extent=function(t,e,i){var o=(t[2]-t[0])/i,r=(t[3]-t[1])/e,n=Math.max(o,r),_=this._resolutions.reduce(function(t,e){return Math.abs(e-n)h?(a=_-r,l*=p):(a*=h,l=s-n)}var y=(a-(_-r))/2,c=(l-(s-n))/2;return[r-y,n-c,_+y,s+c]},e.prototype.tms_to_wmts=function(t,e,i){return[t,Math.pow(2,i)-1-e,i]},e.prototype.wmts_to_tms=function(t,e,i){return[t,Math.pow(2,i)-1-e,i]},e.prototype.pixels_to_meters=function(t,e,i){var o=this.get_resolution(i);return[t*o-this.x_origin_offset,e*o-this.y_origin_offset]},e.prototype.meters_to_pixels=function(t,e,i){var o=this.get_resolution(i);return[(t+this.x_origin_offset)/o,(e+this.y_origin_offset)/o]},e.prototype.pixels_to_tile=function(t,e){var i=Math.ceil(t/this.tile_size);return[i=0===i?i:i-1,Math.max(Math.ceil(e/this.tile_size)-1,0)]},e.prototype.pixels_to_raster=function(t,e,i){return[t,(this.tile_size<=a;c--)for(var f=u;f<=p;f++)this.is_valid_tile(f,c,e)&&y.push([f,c,e,this.get_tile_meter_bounds(f,c,e)]);return this.sort_tiles_from_center(y,[u,a,p,h]),y},e.prototype.quadkey_to_tile_xyz=function(t){for(var e=0,i=0,o=t.length,r=o;r>0;r--){var n=1<0;r--){var n=1<0;)if(s=s.substring(0,s.length-1),t=(r=this.quadkey_to_tile_xyz(s))[0],e=r[1],i=r[2],t=(n=this.denormalize_xyz(t,e,i,_))[0],e=n[1],i=n[2],this.tiles.has(this.tile_xyz_to_key(t,e,i)))return[t,e,i];return[0,0,0]},e.prototype.normalize_xyz=function(t,e,i){if(this.wrap_around){var o=Math.pow(2,i);return[(t%o+o)%o,e,i]}return[t,e,i]},e.prototype.denormalize_xyz=function(t,e,i,o){return[t+o*Math.pow(2,i),e,i]},e.prototype.denormalize_meters=function(t,e,i,o){return[t+2*o*Math.PI*6378137,e]},e.prototype.calculate_world_x_by_tile_xyz=function(t,e,i){return Math.floor(t/Math.pow(2,i))},e}(r.TileSource);i.MercatorTileSource=u,u.__name__=\"MercatorTileSource\",u.init_MercatorTileSource()},\n", " function _(t,e,r){var i=t(113),n=t(166),o=t(121),a=function(t){function e(e){return t.call(this,e)||this}return i.__extends(e,t),e.init_TileSource=function(){this.define({url:[o.String,\"\"],tile_size:[o.Number,256],max_zoom:[o.Number,30],min_zoom:[o.Number,0],extra_url_vars:[o.Any,{}],attribution:[o.String,\"\"],x_origin_offset:[o.Number],y_origin_offset:[o.Number],initial_resolution:[o.Number]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.tiles=new Map,this._normalize_case()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.change,function(){return e._clear_cache()})},e.prototype.string_lookup_replace=function(t,e){var r=t;for(var i in e){var n=e[i];r=r.replace(\"{\"+i+\"}\",n)}return r},e.prototype._normalize_case=function(){var t=this.url.replace(\"{x}\",\"{X}\").replace(\"{y}\",\"{Y}\").replace(\"{z}\",\"{Z}\").replace(\"{q}\",\"{Q}\").replace(\"{xmin}\",\"{XMIN}\").replace(\"{ymin}\",\"{YMIN}\").replace(\"{xmax}\",\"{XMAX}\").replace(\"{ymax}\",\"{YMAX}\");this.url=t},e.prototype._clear_cache=function(){this.tiles=new Map},e.prototype.tile_xyz_to_key=function(t,e,r){return t+\":\"+e+\":\"+r},e.prototype.key_to_tile_xyz=function(t){var e=t.split(\":\").map(function(t){return parseInt(t)});return[e[0],e[1],e[2]]},e.prototype.sort_tiles_from_center=function(t,e){var r=e[0],i=e[1],n=e[2],o=e[3],a=(n-r)/2+r,c=(o-i)/2+i;t.sort(function(t,e){return Math.sqrt(Math.pow(a-t[0],2)+Math.pow(c-t[1],2))-Math.sqrt(Math.pow(a-e[0],2)+Math.pow(c-e[1],2))})},e.prototype.get_image_url=function(t,e,r){return this.string_lookup_replace(this.url,this.extra_url_vars).replace(\"{X}\",t.toString()).replace(\"{Y}\",e.toString()).replace(\"{Z}\",r.toString())},e}(n.Model);r.TileSource=a,a.__name__=\"TileSource\",a.init_TileSource()},\n", " function _(r,e,t){var n=r(132);function o(r,e){return n.wgs84_mercator.forward([r,e])}function _(r,e){return n.wgs84_mercator.inverse([r,e])}t.geographic_to_meters=o,t.meters_to_geographic=_,t.geographic_extent_to_meters=function(r){var e=r[0],t=r[1],n=r[2],_=r[3],c=o(e,t),a=c[0],g=c[1],i=o(n,_);return[a,g,i[0],i[1]]},t.meters_extent_to_geographic=function(r){var e=r[0],t=r[1],n=r[2],o=r[3],c=_(e,t),a=c[0],g=c[1],i=_(n,o);return[a,g,i[0],i[1]]}},\n", " function _(t,e,r){var _=t(113),i=function(t){function e(e){return t.call(this,e)||this}return _.__extends(e,t),e.prototype.get_image_url=function(t,e,r){var _=this.string_lookup_replace(this.url,this.extra_url_vars),i=this.tms_to_wmts(t,e,r),u=i[0],n=i[1],o=i[2],l=this.tile_xyz_to_quadkey(u,n,o);return _.replace(\"{Q}\",l)},e}(t(397).MercatorTileSource);r.QUADKEYTileSource=i,i.__name__=\"QUADKEYTileSource\"},\n", " function _(e,t,i){var n=e(113),a=e(402),r=e(176),_=e(225),s=e(163),o=e(121),l=e(318),h=e(110),u=e(109),p=e(174),d=e(170),c=e(403),m=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return n.__extends(t,e),t.prototype.initialize=function(){this._tiles=[],e.prototype.initialize.call(this)},t.prototype.connect_signals=function(){var t=this;e.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return t.request_render()}),this.connect(this.model.tile_source.change,function(){return t.request_render()})},t.prototype.get_extent=function(){return[this.x_range.start,this.y_range.start,this.x_range.end,this.y_range.end]},Object.defineProperty(t.prototype,\"map_plot\",{get:function(){return this.plot_model},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"map_canvas\",{get:function(){return this.plot_view.canvas_view.ctx},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"map_frame\",{get:function(){return this.plot_view.frame},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"x_range\",{get:function(){return this.map_plot.x_range},enumerable:!0,configurable:!0}),Object.defineProperty(t.prototype,\"y_range\",{get:function(){return this.map_plot.y_range},enumerable:!0,configurable:!0}),t.prototype._set_data=function(){this.extent=this.get_extent(),this._last_height=void 0,this._last_width=void 0},t.prototype._update_attribution=function(){null!=this.attribution_el&&s.removeElement(this.attribution_el);var e=this.model.tile_source.attribution;if(u.isString(e)&&e.length>0){var t=this.plot_view,i=t.layout,n=t.frame,a=i._width.value-n._right.value,r=i._height.value-n._bottom.value,_=n._width.value;this.attribution_el=s.div({class:c.bk_tile_attribution,style:{position:\"absolute\",right:a+\"px\",bottom:r+\"px\",\"max-width\":_-4+\"px\",padding:\"2px\",\"background-color\":\"rgba(255,255,255,0.5)\",\"font-size\":\"7pt\",\"line-height\":\"1.05\",\"white-space\":\"nowrap\",overflow:\"hidden\",\"text-overflow\":\"ellipsis\"}}),this.plot_view.canvas_view.events_el.appendChild(this.attribution_el),this.attribution_el.innerHTML=e,this.attribution_el.title=this.attribution_el.textContent.replace(/\\s*\\n\\s*/g,\" \")}},t.prototype._map_data=function(){this.initial_extent=this.get_extent();var e=this.model.tile_source.get_level_by_extent(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value),t=this.model.tile_source.snap_to_zoom_level(this.initial_extent,this.map_frame._height.value,this.map_frame._width.value,e);this.x_range.start=t[0],this.y_range.start=t[1],this.x_range.end=t[2],this.y_range.end=t[3],this.x_range instanceof _.Range1d&&(this.x_range.reset_start=t[0],this.x_range.reset_end=t[2]),this.y_range instanceof _.Range1d&&(this.y_range.reset_start=t[1],this.y_range.reset_end=t[3]),this._update_attribution()},t.prototype._create_tile=function(e,t,i,n,a){var r=this;void 0===a&&(a=!1);var _=this.model.tile_source.normalize_xyz(e,t,i),s=_[0],o=_[1],h=_[2],u={img:void 0,tile_coords:[e,t,i],normalized_coords:[s,o,h],quadkey:this.model.tile_source.tile_xyz_to_quadkey(e,t,i),cache_key:this.model.tile_source.tile_xyz_to_key(e,t,i),bounds:n,loaded:!1,finished:!1,x_coord:n[0],y_coord:n[3]},p=this.model.tile_source.get_image_url(s,o,h);new l.ImageLoader(p,{loaded:function(e){Object.assign(u,{img:e,loaded:!0}),a?(u.finished=!0,r.notify_finished()):r.request_render()},failed:function(){u.finished=!0}}),this.model.tile_source.tiles.set(u.cache_key,u),this._tiles.push(u)},t.prototype._enforce_aspect_ratio=function(){if(this._last_height!==this.map_frame._height.value||this._last_width!==this.map_frame._width.value){var e=this.get_extent(),t=this.model.tile_source.get_level_by_extent(e,this.map_frame._height.value,this.map_frame._width.value),i=this.model.tile_source.snap_to_zoom_level(e,this.map_frame._height.value,this.map_frame._width.value,t);this.x_range.setv({start:i[0],end:i[2]}),this.y_range.setv({start:i[1],end:i[3]}),this.extent=i,this._last_height=this.map_frame._height.value,this._last_width=this.map_frame._width.value}},t.prototype.has_finished=function(){if(!e.prototype.has_finished.call(this))return!1;if(0===this._tiles.length)return!1;for(var t=0,i=this._tiles;tn&&(a=this.extent,o=n,l=!0),l&&(this.x_range.setv({x_range:{start:a[0],end:a[2]}}),this.y_range.setv({start:a[1],end:a[3]}),this.extent=a),this.extent=a;for(var u=t.get_tiles_by_extent(a,o),p=[],d=[],c=[],m=[],f=0,g=u;f0&&(u=u.filter(function(n){return t.includes(e,n.name)})),u}},\n", " function _(t,o,e){var n=t(113),i=t(370),a=t(201),r=t(121),s=t(373),_=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(o,t),o.prototype._match_aspect=function(t,o,e){var n,i,a,r,s=e.bbox.aspect,_=e.bbox.h_range.end,l=e.bbox.h_range.start,u=e.bbox.v_range.end,p=e.bbox.v_range.start,h=Math.abs(t[0]-o[0]),c=Math.abs(t[1]-o[1]),m=0==c?0:h/c,v=(m>=s?[1,m/s]:[s/m,1])[0];return t[0]<=o[0]?(n=t[0],(i=t[0]+h*v)>_&&(i=_)):(i=t[0],(n=t[0]-h*v)u&&(a=u)):(a=t[1],(r=t[1]-h/s)o.end)&&(this.v_axis_only=!0),(es.end)&&(this.h_axis_only=!0)}null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},n.prototype._pan=function(t){this._update(t.deltaX,t.deltaY),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},n.prototype._pan_end=function(t){this.h_axis_only=!1,this.v_axis_only=!1,null!=this.pan_info&&this.plot_view.push_state(\"pan\",{range:this.pan_info})},n.prototype._update=function(t,n){var e,i,o,s,a,r,_=this.plot_view.frame,l=t-this.last_dx,h=n-this.last_dy,d=_.bbox.h_range,p=d.start-l,u=d.end-l,c=_.bbox.v_range,f=c.start-h,v=c.end-h,y=this.model.dimensions;\"width\"!=y&&\"both\"!=y||this.v_axis_only?(e=d.start,i=d.end,o=0):(e=p,i=u,o=-l),\"height\"!=y&&\"both\"!=y||this.h_axis_only?(s=c.start,a=c.end,r=0):(s=f,a=v,r=-h),this.last_dx=t,this.last_dy=n;var m=_.xscales,b=_.yscales,x={};for(var g in m){var w=m[g].r_invert(e,i),P=w[0],T=w[1];x[g]={start:P,end:T}}var k={};for(var g in b){var V=b[g].r_invert(s,a);P=V[0],T=V[1];k[g]={start:P,end:T}}this.pan_info={xrs:x,yrs:k,sdx:o,sdy:r},this.plot_view.update_range(this.pan_info,!0)},n}(o.GestureToolView);e.PanToolView=r,r.__name__=\"PanToolView\";var _=function(t){function n(n){var e=t.call(this,n)||this;return e.tool_name=\"Pan\",e.event_type=\"pan\",e.default_order=10,e}return i.__extends(n,t),n.init_PanTool=function(){this.prototype.default_view=r,this.define({dimensions:[s.Dimensions,\"both\"]})},Object.defineProperty(n.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(\"Pan\",this.dimensions)},enumerable:!0,configurable:!0}),Object.defineProperty(n.prototype,\"icon\",{get:function(){switch(this.dimensions){case\"both\":return a.bk_tool_icon_pan;case\"width\":return a.bk_tool_icon_xpan;case\"height\":return a.bk_tool_icon_ypan}},enumerable:!0,configurable:!0}),n}(o.GestureTool);e.PanTool=_,_.__name__=\"PanTool\",_.init_PanTool()},\n", " function _(t,e,o){var l=t(113),i=t(426),a=t(233),n=t(163),s=t(121),c=t(110),_=t(373),r=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.data={sx:[],sy:[]}},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.properties.active.change,function(){return e._active_change()})},e.prototype._active_change=function(){this.model.active||this._clear_data()},e.prototype._keyup=function(t){t.keyCode==n.Keys.Enter&&this._clear_data()},e.prototype._doubletap=function(t){var e=t.shiftKey;this._do_select(this.data.sx,this.data.sy,!0,e),this.plot_view.push_state(\"poly_select\",{selection:this.plot_view.get_selection()}),this._clear_data()},e.prototype._clear_data=function(){this.data={sx:[],sy:[]},this.model.overlay.update({xs:[],ys:[]})},e.prototype._tap=function(t){var e=t.sx,o=t.sy;this.plot_view.frame.bbox.contains(e,o)&&(this.data.sx.push(e),this.data.sy.push(o),this.model.overlay.update({xs:c.copy(this.data.sx),ys:c.copy(this.data.sy)}))},e.prototype._do_select=function(t,e,o,l){var i={type:\"poly\",sx:t,sy:e};this._select(i,o,l)},e.prototype._emit_callback=function(t){var e=this.computed_renderers[0],o=this.plot_view.frame,l=o.xscales[e.x_range_name],i=o.yscales[e.y_range_name],a=l.v_invert(t.sx),n=i.v_invert(t.sy),s=Object.assign({x:a,y:n},t);null!=this.model.callback&&this.model.callback.execute(this.model,{geometry:s})},e}(i.SelectToolView);o.PolySelectToolView=r,r.__name__=\"PolySelectToolView\";var y=function(){return new a.PolyAnnotation({level:\"overlay\",xs_units:\"screen\",ys_units:\"screen\",fill_color:{value:\"lightgrey\"},fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:2},line_dash:{value:[4,4]}})},p=function(t){function e(e){var o=t.call(this,e)||this;return o.tool_name=\"Poly Select\",o.icon=_.bk_tool_icon_polygon_select,o.event_type=\"tap\",o.default_order=11,o}return l.__extends(e,t),e.init_PolySelectTool=function(){this.prototype.default_view=r,this.define({callback:[s.Any],overlay:[s.Instance,y]})},e}(i.SelectTool);o.PolySelectTool=p,p.__name__=\"PolySelectTool\",p.init_PolySelectTool()},\n", " function _(t,e,i){var n=t(113),s=t(201),r=t(167),l=t(121),a=t(370),o=t(373);function _(t){switch(t){case 1:return 2;case 2:return 1;case 4:return 5;case 5:return 4;default:return t}}function h(t,e,i,n){if(null==e)return!1;var s=i.compute(e);return Math.abs(t-s)s.right)&&(r=!1)}if(null!=s.bottom&&null!=s.top){var a=n.invert(e);(as.top)&&(r=!1)}return r}function d(t,e,i){var n=0;return t>=i.start&&t<=i.end&&(n+=1),e>=i.start&&e<=i.end&&(n+=1),n}function c(t,e,i,n){var s=e.compute(t),r=e.invert(s+i);return r>=n.start&&r<=n.end?r:t}function y(t,e,i){return t>e.start?(e.end=t,i):(e.end=e.start,e.start=t,_(i))}function f(t,e,i){return t=h&&(t.start=o,t.end=_)}i.flip_side=_,i.is_near=h,i.is_inside=u,i.sides_inside=d,i.compute_value=c,i.update_range_end_side=y,i.update_range_start_side=f,i.update_range=g;var v=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.side=0,this.model.update_overlay_from_ranges()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),null!=this.model.x_range&&this.connect(this.model.x_range.change,function(){return e.model.update_overlay_from_ranges()}),null!=this.model.y_range&&this.connect(this.model.y_range.change,function(){return e.model.update_overlay_from_ranges()})},e.prototype._pan_start=function(t){this.last_dx=0,this.last_dy=0;var e=this.model.x_range,i=this.model.y_range,n=this.plot_view.frame,r=n.xscales.default,l=n.yscales.default,a=this.model.overlay,o=a.left,_=a.right,d=a.top,c=a.bottom,y=this.model.overlay.properties.line_width.value()+s.EDGE_TOLERANCE;null!=e&&this.model.x_interaction&&(h(t.sx,o,r,y)?this.side=1:h(t.sx,_,r,y)?this.side=2:u(t.sx,t.sy,r,l,a)&&(this.side=3)),null!=i&&this.model.y_interaction&&(0==this.side&&h(t.sy,c,l,y)&&(this.side=4),0==this.side&&h(t.sy,d,l,y)?this.side=5:u(t.sx,t.sy,r,l,this.model.overlay)&&(3==this.side?this.side=7:this.side=6))},e.prototype._pan=function(t){var e=this.plot_view.frame,i=t.deltaX-this.last_dx,n=t.deltaY-this.last_dy,s=this.model.x_range,r=this.model.y_range,l=e.xscales.default,a=e.yscales.default;if(null!=s)if(3==this.side||7==this.side)g(s,l,i,e.x_range);else if(1==this.side){var o=c(s.start,l,i,e.x_range);this.side=f(o,s,this.side)}else if(2==this.side){var _=c(s.end,l,i,e.x_range);this.side=y(_,s,this.side)}if(null!=r)if(6==this.side||7==this.side)g(r,a,n,e.y_range);else if(4==this.side){o=c(r.start,a,n,e.y_range);this.side=f(o,r,this.side)}else if(5==this.side){_=c(r.end,a,n,e.y_range);this.side=y(_,r,this.side)}this.last_dx=t.deltaX,this.last_dy=t.deltaY},e.prototype._pan_end=function(t){this.side=0},e}(a.GestureToolView);i.RangeToolView=v,v.__name__=\"RangeToolView\";var p=function(){return new s.BoxAnnotation({level:\"overlay\",render_mode:\"canvas\",fill_color:\"lightgrey\",fill_alpha:{value:.5},line_color:{value:\"black\"},line_alpha:{value:1},line_width:{value:.5},line_dash:[2,2]})},m=function(t){function e(e){var i=t.call(this,e)||this;return i.tool_name=\"Range Tool\",i.icon=o.bk_tool_icon_range,i.event_type=\"pan\",i.default_order=1,i}return n.__extends(e,t),e.init_RangeTool=function(){this.prototype.default_view=v,this.define({x_range:[l.Instance,null],x_interaction:[l.Boolean,!0],y_range:[l.Instance,null],y_interaction:[l.Boolean,!0],overlay:[l.Instance,p]})},e.prototype.initialize=function(){t.prototype.initialize.call(this),this.overlay.in_cursor=\"grab\",this.overlay.ew_cursor=null!=this.x_range&&this.x_interaction?\"ew-resize\":null,this.overlay.ns_cursor=null!=this.y_range&&this.y_interaction?\"ns-resize\":null},e.prototype.update_overlay_from_ranges=function(){null==this.x_range&&null==this.y_range&&(this.overlay.left=null,this.overlay.right=null,this.overlay.bottom=null,this.overlay.top=null,r.logger.warn(\"RangeTool not configured with any Ranges.\")),null==this.x_range?(this.overlay.left=null,this.overlay.right=null):(this.overlay.left=this.x_range.start,this.overlay.right=this.x_range.end),null==this.y_range?(this.overlay.bottom=null,this.overlay.top=null):(this.overlay.bottom=this.y_range.start,this.overlay.top=this.y_range.end)},e}(a.GestureTool);i.RangeTool=m,m.__name__=\"RangeTool\",m.init_RangeTool()},\n", " function _(e,t,i){var s=e(113),n=e(426),o=e(121),a=e(373),r=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return s.__extends(t,e),t.prototype._tap=function(e){var t={type:\"point\",sx:e.sx,sy:e.sy},i=e.shiftKey;this._select(t,!0,i)},t.prototype._select=function(e,t,i){var s=this,n=this.model.callback;if(\"select\"==this.model.behavior){var o=this._computed_renderers_by_data_source();for(var a in o){var r=o[a],_=r[0].get_selection_manager(),l=r.map(function(e){return s.plot_view.renderer_views[e.id]});if(_.select(l,e,t,i)&&null!=n){var c=(y=this.plot_view.frame).xscales[r[0].x_range_name],p=y.yscales[r[0].y_range_name],v=c.invert(e.sx),u=p.invert(e.sy),h={geometries:Object.assign(Object.assign({},e),{x:v,y:u}),source:_.source};n.execute(this.model,h)}}this._emit_selection_event(e),this.plot_view.push_state(\"tap\",{selection:this.plot_view.get_selection()})}else for(var m=0,f=this.computed_renderers;m.9?t=.9:t<-.9&&(t=-.9),this._update_ranges(t)},t.prototype._update_ranges=function(e){var t,n,o,r,i=this.plot_view.frame,a=i.bbox.h_range,s=i.bbox.v_range,l=[a.start,a.end],_=l[0],h=l[1],d=[s.start,s.end],u=d[0],p=d[1];switch(this.model.dimension){case\"height\":var c=Math.abs(p-u);t=_,n=h,o=u-c*e,r=p-c*e;break;case\"width\":var v=Math.abs(h-_);t=_-v*e,n=h-v*e,o=u,r=p;break;default:throw new Error(\"this shouldn't have happened\")}var f=i.xscales,m=i.yscales,w={};for(var b in f){var g=f[b].r_invert(t,n),y=g[0],P=g[1];w[b]={start:y,end:P}}var T={};for(var b in m){var W=m[b].r_invert(o,r);y=W[0],P=W[1];T[b]={start:y,end:P}}var x={xrs:w,yrs:T,factor:e};this.plot_view.push_state(\"wheel_pan\",{range:x}),this.plot_view.update_range(x,!1,!0),null!=this.model.document&&this.model.document.interactive_start(this.plot_model)},t}(r.GestureToolView);n.WheelPanToolView=s,s.__name__=\"WheelPanToolView\";var l=function(e){function t(t){var n=e.call(this,t)||this;return n.tool_name=\"Wheel Pan\",n.icon=a.bk_tool_icon_wheel_pan,n.event_type=\"scroll\",n.default_order=12,n}return o.__extends(t,e),t.init_WheelPanTool=function(){this.prototype.default_view=s,this.define({dimension:[i.Dimension,\"width\"]}),this.internal({speed:[i.Number,.001]})},Object.defineProperty(t.prototype,\"tooltip\",{get:function(){return this._get_dim_tooltip(this.tool_name,this.dimension)},enumerable:!0,configurable:!0}),t}(r.GestureTool);n.WheelPanTool=l,l.__name__=\"WheelPanTool\",l.init_WheelPanTool()},\n", " function _(e,o,t){var i=e(113),n=e(370),l=e(416),s=e(121),_=e(197),r=e(373),a=function(e){function o(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(o,e),o.prototype._pinch=function(e){var o,t=e.sx,i=e.sy,n=e.scale;o=n>=1?20*(n-1):-20/n,this._scroll({type:\"wheel\",sx:t,sy:i,delta:o})},o.prototype._scroll=function(e){var o=this.plot_view.frame,t=o.bbox.h_range,i=o.bbox.v_range,n=e.sx,s=e.sy,_=this.model.dimensions,r=(\"width\"==_||\"both\"==_)&&t.start=0){var v=d.match(/\\$color(\\[.*\\])?:(\\w*)/),y=v[1],x=void 0===y?\"\":y,g=v[2],b=e.get_column(g);if(null==b){var w=_.span({},g+\" unknown\");m.appendChild(w);continue}var k=x.indexOf(\"hex\")>=0,T=x.indexOf(\"swatch\")>=0,H=u.isNumber(t)?b[t]:null;if(null==H){var C=_.span({},\"(null)\");m.appendChild(C);continue}k&&(H=h.color2hex(H));var G=_.span({},H);m.appendChild(G),T&&(G=_.span({class:f.bk_tooltip_color_block,style:{backgroundColor:H}},\" \"),m.appendChild(G))}else{(G=_.span()).innerHTML=c.replace_placeholders(d.replace(\"$~\",\"$data_\"),e,t,this.model.formatters,n),m.appendChild(G)}}return o},t}(o.InspectToolView);n.HoverToolView=b,b.__name__=\"HoverToolView\";var w=function(e){function t(t){var n=e.call(this,t)||this;return n.tool_name=\"Hover\",n.icon=y.bk_tool_icon_hover,n}return i.__extends(t,e),t.init_HoverTool=function(){this.prototype.default_view=b,this.define({tooltips:[p.Any,[[\"index\",\"$index\"],[\"data (x, y)\",\"($x, $y)\"],[\"screen (x, y)\",\"($sx, $sy)\"]]],formatters:[p.Any,{}],renderers:[p.Any,\"auto\"],names:[p.Array,[]],mode:[p.HoverMode,\"mouse\"],point_policy:[p.PointPolicy,\"snap_to_data\"],line_policy:[p.LinePolicy,\"nearest\"],show_arrow:[p.Boolean,!0],anchor:[p.Anchor,\"center\"],attachment:[p.TooltipAttachment,\"horizontal\"],callback:[p.Any]})},t}(o.InspectTool);n.HoverTool=w,w.__name__=\"HoverTool\",w.init_HoverTool()},\n", " function _(t,e,o){var n=t(113),i=t(121),r=t(116),c=t(166),l=t(364),u=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_ToolProxy=function(){this.define({tools:[i.Array,[]],active:[i.Boolean,!1],disabled:[i.Boolean,!1]})},Object.defineProperty(e.prototype,\"button_view\",{get:function(){return this.tools[0].button_view},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"event_type\",{get:function(){return this.tools[0].event_type},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"tooltip\",{get:function(){return this.tools[0].tooltip},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"tool_name\",{get:function(){return this.tools[0].tool_name},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"icon\",{get:function(){return this.tools[0].computed_icon},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"computed_icon\",{get:function(){return this.icon},enumerable:!0,configurable:!0}),Object.defineProperty(e.prototype,\"toggleable\",{get:function(){var t=this.tools[0];return t instanceof l.InspectTool&&t.toggleable},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this.do=new r.Signal0(this,\"do\")},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.do,function(){return e.doit()}),this.connect(this.properties.active.change,function(){return e.set_active()})},e.prototype.doit=function(){for(var t=0,e=this.tools;t0)if(\"multi\"==u)for(var w=0,T=z;w0&&this.actions.push(x(z))}for(var m in this.inspectors=[],i){(z=i[m]).length>0&&this.inspectors.push(x(z,!0))}for(var V in this.gestures){0!=(_=this.gestures[V]).tools.length&&(_.tools=r.sort_by(_.tools,function(t){return t.default_order}),\"pinch\"!=V&&\"scroll\"!=V&&\"multi\"!=V&&(_.tools[0].active=!0))}},o}(s.ToolbarBase);i.ProxyToolbar=p,p.__name__=\"ProxyToolbar\";var c=function(t){function o(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(o,t),o.prototype.initialize=function(){this.model.toolbar.toolbar_location=this.model.toolbar_location,t.prototype.initialize.call(this)},Object.defineProperty(o.prototype,\"child_models\",{get:function(){return[this.model.toolbar]},enumerable:!0,configurable:!0}),o.prototype._update_layout=function(){this.layout=new h.ContentBox(this.child_views[0].el),this.model.toolbar.horizontal?this.layout.set_sizing({width_policy:\"fit\",min_width:100,height_policy:\"fixed\"}):this.layout.set_sizing({width_policy:\"fixed\",height_policy:\"fit\",min_height:100})},o}(a.LayoutDOMView);i.ToolbarBoxView=c,c.__name__=\"ToolbarBoxView\";var u=function(t){function o(o){return t.call(this,o)||this}return e.__extends(o,t),o.init_ToolbarBox=function(){this.prototype.default_view=c,this.define({toolbar:[n.Instance],toolbar_location:[n.Location,\"right\"]})},o}(a.LayoutDOM);i.ToolbarBox=u,u.__name__=\"ToolbarBox\",u.init_ToolbarBox()},\n", " function _(e,n,t){var d=e(106),i=e(163),o=e(442);t.index={},t.add_document_standalone=function(e,n,a,l){void 0===a&&(a={}),void 0===l&&(l=!1);var r={};function v(e){var d;e.id in a?d=a[e.id]:n.classList.contains(o.BOKEH_ROOT)?d=n:(d=i.div({class:o.BOKEH_ROOT}),n.appendChild(d));var l=function(e){var n=new e.default_view({model:e,parent:null});return t.index[e.id]=n,n}(e);l.renderTo(d),r[e.id]=l}for(var c=0,u=e.roots();c\");if(\"SCRIPT\"==r.tagName){var t=n.div({class:o.BOKEH_ROOT});n.replaceWith(r,t),r=t}return r}o.BOKEH_ROOT=t.bk_root,o._resolve_element=function(e){var r=e.elementid;return null!=r?l(r):document.body},o._resolve_root_elements=function(e){var r={};if(null!=e.roots)for(var o in e.roots)r[o]=l(e.roots[o]);return r}},\n", " function _(n,o,t){var e=n(444),r=n(167),a=n(441);t._get_ws_url=function(n,o){var t,e=\"ws:\";return\"https:\"==window.location.protocol&&(e=\"wss:\"),null!=o?(t=document.createElement(\"a\")).href=o:t=window.location,null!=n?\"/\"==n&&(n=\"\"):n=t.pathname.replace(/\\/+$/,\"\"),e+\"//\"+t.host+n+\"/ws\"};var i={};t.add_document_from_session=function(n,o,t,s,u){void 0===s&&(s={}),void 0===u&&(u=!1);var c=window.location.search.substr(1);return function(n,o,t){n in i||(i[n]={});var r=i[n];return o in r||(r[o]=e.pull_session(n,o,t)),r[o]}(n,o,c).then(function(n){return a.add_document_standalone(n.document,t,s,u)},function(n){throw r.logger.error(\"Failed to load Bokeh session \"+o+\": \"+n),n})}},\n", " function _(e,n,o){var t=e(167),s=e(106),r=e(445),i=e(446),c=e(447);o.DEFAULT_SERVER_WEBSOCKET_URL=\"ws://localhost:5006/ws\",o.DEFAULT_SESSION_ID=\"default\";var l=0,_=function(){function e(e,n,s,r,c){void 0===e&&(e=o.DEFAULT_SERVER_WEBSOCKET_URL),void 0===n&&(n=o.DEFAULT_SESSION_ID),void 0===s&&(s=null),void 0===r&&(r=null),void 0===c&&(c=null),this.url=e,this.id=n,this.args_string=s,this._on_have_session_hook=r,this._on_closed_permanently_hook=c,this._number=l++,this.socket=null,this.session=null,this.closed_permanently=!1,this._current_handler=null,this._pending_ack=null,this._pending_replies={},this._pending_messages=[],this._receiver=new i.Receiver,t.logger.debug(\"Creating websocket \"+this._number+\" to '\"+this.url+\"' session '\"+this.id+\"'\")}return e.prototype.connect=function(){var e=this;if(this.closed_permanently)return Promise.reject(new Error(\"Cannot connect() a closed ClientConnection\"));if(null!=this.socket)return Promise.reject(new Error(\"Already connected\"));this._pending_replies={},this._current_handler=null;try{var n=this.url+\"?bokeh-protocol-version=1.0&bokeh-session-id=\"+this.id;return null!=this.args_string&&this.args_string.length>0&&(n+=\"&\"+this.args_string),this.socket=new WebSocket(n),new Promise(function(n,o){e.socket.binaryType=\"arraybuffer\",e.socket.onopen=function(){return e._on_open(n,o)},e.socket.onmessage=function(n){return e._on_message(n)},e.socket.onclose=function(n){return e._on_close(n)},e.socket.onerror=function(){return e._on_error(o)}})}catch(e){return t.logger.error(\"websocket creation failed to url: \"+this.url),t.logger.error(\" - \"+e),Promise.reject(e)}},e.prototype.close=function(){this.closed_permanently||(t.logger.debug(\"Permanently closing websocket connection \"+this._number),this.closed_permanently=!0,null!=this.socket&&this.socket.close(1e3,\"close method called on ClientConnection \"+this._number),this.session._connection_closed(),null!=this._on_closed_permanently_hook&&(this._on_closed_permanently_hook(),this._on_closed_permanently_hook=null))},e.prototype._schedule_reconnect=function(e){var n=this;setTimeout(function(){n.closed_permanently||t.logger.info(\"Websocket connection \"+n._number+\" disconnected, will not attempt to reconnect\")},e)},e.prototype.send=function(e){if(null==this.socket)throw new Error(\"not connected so cannot send \"+e);e.send(this.socket)},e.prototype.send_with_reply=function(e){var n=this;return new Promise(function(o,t){n._pending_replies[e.msgid()]=[o,t],n.send(e)}).then(function(e){if(\"ERROR\"===e.msgtype())throw new Error(\"Error reply \"+e.content.text);return e},function(e){throw e})},e.prototype._pull_doc_json=function(){var e=r.Message.create(\"PULL-DOC-REQ\",{});return this.send_with_reply(e).then(function(e){if(!(\"doc\"in e.content))throw new Error(\"No 'doc' field in PULL-DOC-REPLY\");return e.content.doc},function(e){throw e})},e.prototype._repull_session_doc=function(){var e=this;null==this.session?t.logger.debug(\"Pulling session for first time\"):t.logger.debug(\"Repulling session\"),this._pull_doc_json().then(function(n){if(null==e.session)if(e.closed_permanently)t.logger.debug(\"Got new document after connection was already closed\");else{var o=s.Document.from_json(n),i=s.Document._compute_patch_since_json(n,o);if(i.events.length>0){t.logger.debug(\"Sending \"+i.events.length+\" changes from model construction back to server\");var l=r.Message.create(\"PATCH-DOC\",{},i);e.send(l)}e.session=new c.ClientSession(e,o,e.id);for(var _=0,h=e._pending_messages;_0)throw new Error(\"BokehJS only supports receiving buffers, not sending\");var t=JSON.stringify(this.header),r=JSON.stringify(this.metadata),n=JSON.stringify(this.content);e.send(t),e.send(r),e.send(n)},e.prototype.msgid=function(){return this.header.msgid},e.prototype.msgtype=function(){return this.header.msgtype},e.prototype.reqid=function(){return this.header.reqid},e.prototype.problem=function(){return\"msgid\"in this.header?\"msgtype\"in this.header?null:\"No msgtype in header\":\"No msgid in header\"},e}();r.Message=s,s.__name__=\"Message\"},\n", " function _(t,e,s){var r=t(445),_=function(){function t(){this.message=null,this._partial=null,this._fragments=[],this._buf_header=null,this._current_consumer=this._HEADER}return t.prototype.consume=function(t){this._current_consumer(t)},t.prototype._HEADER=function(t){this._assume_text(t),this.message=null,this._partial=null,this._fragments=[t],this._buf_header=null,this._current_consumer=this._METADATA},t.prototype._METADATA=function(t){this._assume_text(t),this._fragments.push(t),this._current_consumer=this._CONTENT},t.prototype._CONTENT=function(t){this._assume_text(t),this._fragments.push(t);var e=this._fragments.slice(0,3),s=e[0],_=e[1],i=e[2];this._partial=r.Message.assemble(s,_,i),this._check_complete()},t.prototype._BUFFER_HEADER=function(t){this._assume_text(t),this._buf_header=t,this._current_consumer=this._BUFFER_PAYLOAD},t.prototype._BUFFER_PAYLOAD=function(t){this._assume_binary(t),this._partial.assemble_buffer(this._buf_header,t),this._check_complete()},t.prototype._assume_text=function(t){if(t instanceof ArrayBuffer)throw new Error(\"Expected text fragment but received binary fragment\")},t.prototype._assume_binary=function(t){if(!(t instanceof ArrayBuffer))throw new Error(\"Expected binary fragment but received text fragment\")},t.prototype._check_complete=function(){this._partial.complete()?(this.message=this._partial,this._current_consumer=this._HEADER):this._current_consumer=this._BUFFER_HEADER},t}();s.Receiver=_,_.__name__=\"Receiver\"},\n", " function _(e,t,n){var o=e(106),i=e(445),r=e(167),s=function(){function e(e,t,n){var o=this;this._connection=e,this.document=t,this.id=n,this._document_listener=function(e){return o._document_changed(e)},this.document.on_change(this._document_listener),this.event_manager=this.document.event_manager,this.event_manager.session=this}return e.prototype.handle=function(e){var t=e.msgtype();\"PATCH-DOC\"===t?this._handle_patch(e):\"OK\"===t?this._handle_ok(e):\"ERROR\"===t?this._handle_error(e):r.logger.debug(\"Doing nothing with message \"+e.msgtype())},e.prototype.close=function(){this._connection.close()},e.prototype.send_event=function(e){var t=i.Message.create(\"EVENT\",{},JSON.stringify(e.to_json()));this._connection.send(t)},e.prototype._connection_closed=function(){this.document.remove_on_change(this._document_listener)},e.prototype.request_server_info=function(){var e=i.Message.create(\"SERVER-INFO-REQ\",{});return this._connection.send_with_reply(e).then(function(e){return e.content})},e.prototype.force_roundtrip=function(){return this.request_server_info().then(function(e){})},e.prototype._document_changed=function(e){if(e.setter_id!==this.id&&(!(e instanceof o.ModelChangedEvent)||e.attr in e.model.serializable_attributes())){var t=i.Message.create(\"PATCH-DOC\",{},this.document.create_json_patch([e]));this._connection.send(t)}},e.prototype._handle_patch=function(e){this.document.apply_json_patch(e.content,e.buffers,this.id)},e.prototype._handle_ok=function(e){r.logger.trace(\"Unhandled OK reply to \"+e.reqid())},e.prototype._handle_error=function(e){r.logger.error(\"Unhandled ERROR reply to \"+e.reqid()+\": \"+e.content.text)},e}();n.ClientSession=s,s.__name__=\"ClientSession\"},\n", " function _(e,o,t){var n=e(106),r=e(446),s=e(167),i=e(125),a=e(441),l=e(442);function c(e,o){o.buffers.length>0?e.consume(o.buffers[0].buffer):e.consume(o.content.data);var t=e.message;null!=t&&this.apply_json_patch(t.content,t.buffers)}function g(e,o){if(\"undefined\"!=typeof Jupyter&&null!=Jupyter.notebook.kernel){s.logger.info(\"Registering Jupyter comms for target \"+e);var n=Jupyter.notebook.kernel.comm_manager;try{n.register_target(e,function(t){s.logger.info(\"Registering Jupyter comms for target \"+e);var n=new r.Receiver;t.on_msg(c.bind(o,n))})}catch(e){s.logger.warn(\"Jupyter comms failed to register. push_notebook() will not function. (exception reported: \"+e+\")\")}}else if(o.roots()[0].id in t.kernels){s.logger.info(\"Registering JupyterLab comms for target \"+e);var i=t.kernels[o.roots()[0].id];try{i.registerCommTarget(e,function(t){s.logger.info(\"Registering JupyterLab comms for target \"+e);var n=new r.Receiver;t.onMsg=c.bind(o,n)})}catch(e){s.logger.warn(\"Jupyter comms failed to register. push_notebook() will not function. (exception reported: \"+e+\")\")}}else console.warn(\"Jupyter notebooks comms not available. push_notebook() will not function. If running JupyterLab ensure the latest @bokeh/jupyter_bokeh extension is installed. In an exported notebook this warning is expected.\")}e(374),e(449),t.kernels={},t.embed_items_notebook=function(e,o){if(1!=i.size(e))throw new Error(\"embed_items_notebook expects exactly one document in docs_json\");for(var t=n.Document.from_json(i.values(e)[0]),r=0,s=o;r0&&(this.model.value=this.menu.children[this._hover_index].textContent,this.input_el.focus(),this._hide_menu())},t.prototype._update_completions=function(e){s.empty(this.menu);for(var t=0,n=e;t0&&this.menu.children[0].classList.add(r.bk_active)},t.prototype._show_menu=function(){var e=this;if(!this._open){this._open=!0,this._hover_index=0,this._last_value=this.model.value,s.display(this.menu);var t=function(n){var i=n.target;i instanceof HTMLElement&&!e.el.contains(i)&&(document.removeEventListener(\"click\",t),e._hide_menu())};document.addEventListener(\"click\",t)}},t.prototype._hide_menu=function(){this._open&&(this._open=!1,s.undisplay(this.menu))},t.prototype._menu_click=function(e){e.target!=e.currentTarget&&e.target instanceof Element&&(this.model.value=e.target.textContent,this.input_el.focus(),this._hide_menu())},t.prototype._menu_hover=function(e){if(e.target!=e.currentTarget&&e.target instanceof Element){var t=0;for(t=0;t0&&(this.menu.children[this._hover_index].classList.remove(r.bk_active),this._hover_index=u.clamp(e,0,t-1),this.menu.children[this._hover_index].classList.add(r.bk_active))},t.prototype._keydown=function(e){},t.prototype._keyup=function(e){switch(e.keyCode){case s.Keys.Enter:this.change_input();break;case s.Keys.Esc:this._hide_menu();break;case s.Keys.Up:this._bump_hover(this._hover_index-1);break;case s.Keys.Down:this._bump_hover(this._hover_index+1);break;default:var t=this.input_el.value;if(t.length *:not(:first-child) {\\n margin-left: 5px;\\n}\\n.bk-root .bk-input-group input[type=\"checkbox\"] + span,\\n.bk-root .bk-input-group input[type=\"radio\"] + span {\\n position: relative;\\n top: -2px;\\n margin-left: 3px;\\n}\\n'),t.bk_input=\"bk-input\",t.bk_input_group=\"bk-input-group\"},\n", " 482: function _(t,n,i){var e=t(113),o=t(474),u=t(376),c=t(121),r=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return e.__extends(n,t),n.prototype.click=function(){this.model.clicks=this.model.clicks+1,this.model.trigger_event(new u.ButtonClick),t.prototype.click.call(this)},n}(o.AbstractButtonView);i.ButtonView=r,r.__name__=\"ButtonView\";var l=function(t){function n(n){return t.call(this,n)||this}return e.__extends(n,t),n.init_Button=function(){this.prototype.default_view=r,this.define({clicks:[c.Number,0]}),this.override({label:\"Button\"})},n}(o.AbstractButton);i.Button=l,l.__name__=\"Button\",l.init_Button()},\n", " 483: function _(t,e,o){var n=t(113),i=t(484),u=t(163),c=t(117),r=t(121),a=t(240),h=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),Object.defineProperty(e.prototype,\"active\",{get:function(){return new c.Set(this.model.active)},enumerable:!0,configurable:!0}),e.prototype.change_active=function(t){var e=this.active;e.toggle(t),this.model.active=e.values,null!=this.model.callback&&this.model.callback.execute(this.model)},e.prototype._update_active=function(){var t=this.active;this._buttons.forEach(function(e,o){u.classes(e).toggle(a.bk_active,t.has(o))})},e}(i.ButtonGroupView);o.CheckboxButtonGroupView=h,h.__name__=\"CheckboxButtonGroupView\";var l=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_CheckboxButtonGroup=function(){this.prototype.default_view=h,this.define({active:[r.Array,[]]})},e}(i.ButtonGroup);o.CheckboxButtonGroup=l,l.__name__=\"CheckboxButtonGroup\",l.init_CheckboxButtonGroup()},\n", " 484: function _(t,n,e){var o=t(113),i=t(475),r=t(163),u=t(121),a=t(347),s=function(t){function n(){return null!==t&&t.apply(this,arguments)||this}return o.__extends(n,t),n.prototype.connect_signals=function(){var n=this;t.prototype.connect_signals.call(this);var e=this.model.properties;this.on_change(e.button_type,function(){return n.render()}),this.on_change(e.labels,function(){return n.render()}),this.on_change(e.active,function(){return n._update_active()})},n.prototype.render=function(){var n=this;t.prototype.render.call(this),this._buttons=this.model.labels.map(function(t,e){var o=r.div({class:[a.bk_btn,a.bk_btn_type(n.model.button_type)],disabled:n.model.disabled},t);return o.addEventListener(\"click\",function(){return n.change_active(e)}),o}),this._update_active();var e=r.div({class:a.bk_btn_group},this._buttons);this.el.appendChild(e)},n}(i.ControlView);e.ButtonGroupView=s,s.__name__=\"ButtonGroupView\";var _=function(t){function n(n){return t.call(this,n)||this}return o.__extends(n,t),n.init_ButtonGroup=function(){this.define({labels:[u.Array,[]],button_type:[u.ButtonType,\"default\"],callback:[u.Any]})},n}(i.Control);e.ButtonGroup=_,_.__name__=\"ButtonGroup\",_.init_ButtonGroup()},\n", " 485: function _(e,t,n){var i=e(113),l=e(486),o=e(163),a=e(110),r=e(117),c=e(121),u=e(240),h=e(481),p=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return i.__extends(t,e),t.prototype.render=function(){var t=this;e.prototype.render.call(this);var n=o.div({class:[h.bk_input_group,this.model.inline?u.bk_inline:null]});this.el.appendChild(n);for(var i=this.model,l=i.active,r=i.labels,c=function(e){var i=o.input({type:\"checkbox\",value:\"\"+e});i.addEventListener(\"change\",function(){return t.change_active(e)}),p.model.disabled&&(i.disabled=!0),a.includes(l,e)&&(i.checked=!0);var c=o.label({},i,o.span({},r[e]));n.appendChild(c)},p=this,s=0;sn||this._o.position.indexOf(\"right\")>-1&&a-e+t.offsetWidth>0)&&(a=a-e+t.offsetWidth),(this._o.reposition&&r+i>o+s||this._o.position.indexOf(\"top\")>-1&&r-i-t.offsetHeight>0)&&(r=r-i-t.offsetHeight),this.el.style.left=a+\"px\",this.el.style.top=r+\"px\"}};var d=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return n.__extends(e,t),e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this),this.connect(this.model.change,function(){return e.render()})},e.prototype.render=function(){var e=this;null!=this._picker&&this._picker.destroy(),t.prototype.render.call(this),this.input_el=s.input({type:\"text\",class:r.bk_input,disabled:this.model.disabled}),this.group_el.appendChild(this.input_el),this._picker=new a({field:this.input_el,defaultDate:this._unlocal_date(new Date(this.model.value)),setDefaultDate:!0,minDate:null!=this.model.min_date?this._unlocal_date(new Date(this.model.min_date)):void 0,maxDate:null!=this.model.max_date?this._unlocal_date(new Date(this.model.max_date)):void 0,onSelect:function(t){return e._on_select(t)}}),this._root_element.appendChild(this._picker.el)},e.prototype._unlocal_date=function(t){var e=6e4*t.getTimezoneOffset();t.setTime(t.getTime()-e);var i=t.toISOString().substr(0,10).split(\"-\");return new Date(Number(i[0]),Number(i[1])-1,Number(i[2]))},e.prototype._on_select=function(t){this.model.value=t.toDateString(),this.change_input()},e}(o.InputWidgetView);i.DatePickerView=d,d.__name__=\"DatePickerView\";var h=function(t){function e(e){return t.call(this,e)||this}return n.__extends(e,t),e.init_DatePicker=function(){this.prototype.default_view=d,this.define({value:[l.Any,(new Date).toDateString()],min_date:[l.Any],max_date:[l.Any]})},e}(o.InputWidget);i.DatePicker=h,h.__name__=\"DatePicker\",h.init_DatePicker()},\n", " 489: function _(e,t,n){var a=function(e,t,n,a){e.addEventListener(t,n,!!a)},i=function(e,t,n,a){e.removeEventListener(t,n,!!a)},s=function(e,t){return-1!==(\" \"+e.className+\" \").indexOf(\" \"+t+\" \")},o=function(e,t){s(e,t)||(e.className=\"\"===e.className?t:e.className+\" \"+t)},r=function(e,t){var n;e.className=(n=(\" \"+e.className+\" \").replace(\" \"+t+\" \",\" \")).trim?n.trim():n.replace(/^\\s+|\\s+$/g,\"\")},l=function(e){return/Array/.test(Object.prototype.toString.call(e))},h=function(e){return/Date/.test(Object.prototype.toString.call(e))&&!isNaN(e.getTime())},d=function(e){var t=e.getDay();return 0===t||6===t},u=function(e){\n", " // solution lifted from date.js (MIT license): https://github.com/datejs/Datejs\n", " return e%4==0&&e%100!=0||e%400==0},c=function(e,t){return[31,u(e)?29:28,31,30,31,30,31,31,30,31,30,31][t]},f=function(e){h(e)&&e.setHours(0,0,0,0)},g=function(e,t){return e.getTime()===t.getTime()},m=function(e,t,n){var a,i;for(a in t)(i=void 0!==e[a])&&\"object\"==typeof t[a]&&null!==t[a]&&void 0===t[a].nodeName?h(t[a])?n&&(e[a]=new Date(t[a].getTime())):l(t[a])?n&&(e[a]=t[a].slice(0)):e[a]=m({},t[a],n):!n&&i||(e[a]=t[a]);return e},p=function(e,t,n){var a;document.createEvent?((a=document.createEvent(\"HTMLEvents\")).initEvent(t,!0,!1),a=m(a,n),e.dispatchEvent(a)):document.createEventObject&&(a=document.createEventObject(),a=m(a,n),e.fireEvent(\"on\"+t,a))},y=function(e){return e.month<0&&(e.year-=Math.ceil(Math.abs(e.month)/12),e.month+=12),e.month>11&&(e.year+=Math.floor(Math.abs(e.month)/12),e.month-=12),e},D={field:null,bound:void 0,ariaLabel:\"Use the arrow keys to pick a date\",position:\"bottom left\",reposition:!0,format:\"YYYY-MM-DD\",toString:null,parse:null,defaultDate:null,setDefaultDate:!1,firstDay:0,formatStrict:!1,minDate:null,maxDate:null,yearRange:10,showWeekNumber:!1,pickWholeWeek:!1,minYear:0,maxYear:9999,minMonth:void 0,maxMonth:void 0,startRange:null,endRange:null,isRTL:!1,yearSuffix:\"\",showMonthAfterYear:!1,showDaysInNextAndPreviousMonths:!1,enableSelectionDaysInNextAndPreviousMonths:!1,numberOfMonths:1,mainCalendar:\"left\",container:void 0,blurFieldOnSelect:!0,i18n:{previousMonth:\"Previous Month\",nextMonth:\"Next Month\",months:[\"January\",\"February\",\"March\",\"April\",\"May\",\"June\",\"July\",\"August\",\"September\",\"October\",\"November\",\"December\"],weekdays:[\"Sunday\",\"Monday\",\"Tuesday\",\"Wednesday\",\"Thursday\",\"Friday\",\"Saturday\"],weekdaysShort:[\"Sun\",\"Mon\",\"Tue\",\"Wed\",\"Thu\",\"Fri\",\"Sat\"]},theme:null,events:[],onSelect:null,onOpen:null,onClose:null,onDraw:null,keyboardInput:!0},b=function(e,t,n){for(t+=e.firstDay;t>=7;)t-=7;return n?e.i18n.weekdaysShort[t]:e.i18n.weekdays[t]},_=function(e){var t=[],n=\"false\";if(e.isEmpty){if(!e.showDaysInNextAndPreviousMonths)return'';t.push(\"is-outside-current-month\"),e.enableSelectionDaysInNextAndPreviousMonths||t.push(\"is-selection-disabled\")}return e.isDisabled&&t.push(\"is-disabled\"),e.isToday&&t.push(\"is-today\"),e.isSelected&&(t.push(\"is-selected\"),n=\"true\"),e.hasEvent&&t.push(\"has-event\"),e.isInRange&&t.push(\"is-inrange\"),e.isStartRange&&t.push(\"is-startrange\"),e.isEndRange&&t.push(\"is-endrange\"),'\"},v=function(e,t,n){return''+function(e){e.setHours(0,0,0,0);var t=e.getDate(),n=e.getDay(),a=function(e){return(e+7-1)%7};e.setDate(t+3-a(n));var i=new Date(e.getFullYear(),0,4),s=(e.getTime()-i.getTime())/864e5;return 1+Math.round((s-3+a(i.getDay()))/7)}(new Date(n,t,e))+\"\"},w=function(e,t,n,a){return''+(t?e.reverse():e).join(\"\")+\"\"},k=function(e,t,n,a,i,s){var o,r,h,d,u,c=e._o,f=n===c.minYear,g=n===c.maxYear,m='
',p=!0,y=!0;for(h=[],o=0;o<12;o++)h.push('\");for(d='
'+c.i18n.months[a]+'
\",l(c.yearRange)?(o=c.yearRange[0],r=c.yearRange[1]+1):(o=n-c.yearRange,r=1+n+c.yearRange),h=[];o=c.minYear&&h.push('\");return u='
'+n+c.yearSuffix+'
\",c.showMonthAfterYear?m+=u+d:m+=d+u,f&&(0===a||c.minMonth>=a)&&(p=!1),g&&(11===a||c.maxMonth<=a)&&(y=!1),0===t&&(m+='\"),t===e._o.numberOfMonths-1&&(m+='\"),m+\"
\"},M=function(e,t,n){return''+function(e){var t,n=[];for(e.showWeekNumber&&n.push(\"\"),t=0;t<7;t++)n.push('\");return\"\"+(e.isRTL?n.reverse():n).join(\"\")+\"\"}(e)+(\"\"+t.join(\"\")+\"\")+\"
'+b(e,t,!0)+\"
\"},x=function(e){var t=this,n=t.config(e);t._onMouseDown=function(e){if(t._v){var a=(e=e||window.event).target||e.srcElement;if(a)if(s(a,\"is-disabled\")||(!s(a,\"pika-button\")||s(a,\"is-empty\")||s(a.parentNode,\"is-disabled\")?s(a,\"pika-prev\")?t.prevMonth():s(a,\"pika-next\")&&t.nextMonth():(t.setDate(new Date(a.getAttribute(\"data-pika-year\"),a.getAttribute(\"data-pika-month\"),a.getAttribute(\"data-pika-day\"))),n.bound&&setTimeout(function(){t.hide(),n.blurFieldOnSelect&&n.field&&n.field.blur()},100))),s(a,\"pika-select\"))t._c=!0;else{if(!e.preventDefault)return e.returnValue=!1,!1;e.preventDefault()}}},t._onChange=function(e){var n=(e=e||window.event).target||e.srcElement;n&&(s(n,\"pika-select-month\")?t.gotoMonth(n.value):s(n,\"pika-select-year\")&&t.gotoYear(n.value))},t._onKeyChange=function(e){if(e=e||window.event,t.isVisible())switch(e.keyCode){case 13:case 27:n.field&&n.field.blur();break;case 37:t.adjustDate(\"subtract\",1);break;case 38:t.adjustDate(\"subtract\",7);break;case 39:t.adjustDate(\"add\",1);break;case 40:t.adjustDate(\"add\",7);break;case 8:case 46:t.setDate(null)}},t._parseFieldValue=function(){return n.parse?n.parse(n.field.value,n.format):new Date(Date.parse(n.field.value))},t._onInputChange=function(e){var n;e.firedBy!==t&&(n=t._parseFieldValue(),h(n)&&t.setDate(n),t._v||t.show())},t._onInputFocus=function(){t.show()},t._onInputClick=function(){t.show()},t._onInputBlur=function(){var e=document.activeElement;do{if(s(e,\"pika-single\"))return}while(e=e.parentNode);t._c||(t._b=setTimeout(function(){t.hide()},50)),t._c=!1},t._onClick=function(e){var a=(e=e||window.event).target||e.srcElement,i=a;if(a){do{if(s(i,\"pika-single\")||i===n.trigger)return}while(i=i.parentNode);t._v&&a!==n.trigger&&i!==n.trigger&&t.hide()}},t.el=document.createElement(\"div\"),t.el.className=\"pika-single\"+(n.isRTL?\" is-rtl\":\"\")+(n.theme?\" \"+n.theme:\"\"),a(t.el,\"mousedown\",t._onMouseDown,!0),a(t.el,\"touchend\",t._onMouseDown,!0),a(t.el,\"change\",t._onChange),n.keyboardInput&&a(document,\"keydown\",t._onKeyChange),n.field&&(n.container?n.container.appendChild(t.el):n.bound?document.body.appendChild(t.el):n.field.parentNode.insertBefore(t.el,n.field.nextSibling),a(n.field,\"change\",t._onInputChange),n.defaultDate||(n.defaultDate=t._parseFieldValue(),n.setDefaultDate=!0));var i=n.defaultDate;h(i)?n.setDefaultDate?t.setDate(i,!0):t.gotoDate(i):t.gotoDate(new Date),n.bound?(this.hide(),t.el.className+=\" is-bound\",a(n.trigger,\"click\",t._onInputClick),a(n.trigger,\"focus\",t._onInputFocus),a(n.trigger,\"blur\",t._onInputBlur)):this.show()};x.prototype={config:function(e){this._o||(this._o=m({},D,!0));var t=m(this._o,e,!0);t.isRTL=!!t.isRTL,t.field=t.field&&t.field.nodeName?t.field:null,t.theme=\"string\"==typeof t.theme&&t.theme?t.theme:null,t.bound=!!(void 0!==t.bound?t.field&&t.bound:t.field),t.trigger=t.trigger&&t.trigger.nodeName?t.trigger:t.field,t.disableWeekends=!!t.disableWeekends,t.disableDayFn=\"function\"==typeof t.disableDayFn?t.disableDayFn:null;var n=parseInt(t.numberOfMonths,10)||1;if(t.numberOfMonths=n>4?4:n,h(t.minDate)||(t.minDate=!1),h(t.maxDate)||(t.maxDate=!1),t.minDate&&t.maxDate&&t.maxDate100&&(t.yearRange=100);return t},toString:function(e){return e=e||this._o.format,h(this._d)?this._o.toString?this._o.toString(this._d,e):this._d.toDateString():\"\"},getDate:function(){return h(this._d)?new Date(this._d.getTime()):null},setDate:function(e,t){if(!e)return this._d=null,this._o.field&&(this._o.field.value=\"\",p(this._o.field,\"change\",{firedBy:this})),this.draw();if(\"string\"==typeof e&&(e=new Date(Date.parse(e))),h(e)){var n=this._o.minDate,a=this._o.maxDate;h(n)&&ea&&(e=a),this._d=new Date(e.getTime()),f(this._d),this.gotoDate(this._d),this._o.field&&(this._o.field.value=this.toString(),p(this._o.field,\"change\",{firedBy:this})),t||\"function\"!=typeof this._o.onSelect||this._o.onSelect.call(this,this.getDate())}},clear:function(){this.setDate(null)},gotoDate:function(e){var t=!0;if(h(e)){if(this.calendars){var n=new Date(this.calendars[0].year,this.calendars[0].month,1),a=new Date(this.calendars[this.calendars.length-1].year,this.calendars[this.calendars.length-1].month,1),i=e.getTime();a.setMonth(a.getMonth()+1),a.setDate(a.getDate()-1),t=i=i&&(this._y=i,!isNaN(o)&&this._m>o&&(this._m=o));for(var l=0;l\";this.el.innerHTML=r,n.bound&&\"hidden\"!==n.field.type&&setTimeout(function(){n.trigger.focus()},1),\"function\"==typeof this._o.onDraw&&this._o.onDraw(this),n.bound&&n.field.setAttribute(\"aria-label\",n.ariaLabel)}},adjustPosition:function(){var e,t,n,a,i,s,l,h,d,u,c,f;if(!this._o.container){if(this.el.style.position=\"absolute\",t=e=this._o.trigger,n=this.el.offsetWidth,a=this.el.offsetHeight,i=window.innerWidth||document.documentElement.clientWidth,s=window.innerHeight||document.documentElement.clientHeight,l=window.pageYOffset||document.body.scrollTop||document.documentElement.scrollTop,c=!0,f=!0,\"function\"==typeof e.getBoundingClientRect)h=(u=e.getBoundingClientRect()).left+window.pageXOffset,d=u.bottom+window.pageYOffset;else for(h=t.offsetLeft,d=t.offsetTop+t.offsetHeight;t=t.offsetParent;)h+=t.offsetLeft,d+=t.offsetTop;(this._o.reposition&&h+n>i||this._o.position.indexOf(\"right\")>-1&&h-n+e.offsetWidth>0)&&(h=h-n+e.offsetWidth,c=!1),(this._o.reposition&&d+a>s+l||this._o.position.indexOf(\"top\")>-1&&d-a-e.offsetHeight>0)&&(d=d-a-e.offsetHeight,f=!1),this.el.style.left=h+\"px\",this.el.style.top=d+\"px\",o(this.el,c?\"left-aligned\":\"right-aligned\"),o(this.el,f?\"bottom-aligned\":\"top-aligned\"),r(this.el,c?\"right-aligned\":\"left-aligned\"),r(this.el,f?\"top-aligned\":\"bottom-aligned\")}},render:function(e,t,n){var a=this._o,i=new Date,s=c(e,t),o=new Date(e,t,1).getDay(),r=[],l=[];f(i),a.firstDay>0&&(o-=a.firstDay)<0&&(o+=7);for(var u=0===t?11:t-1,m=11===t?0:t+1,p=0===t?e-1:e,y=11===t?e+1:e,D=c(p,u),b=s+o,k=b;k>7;)k-=7;b+=7-k;for(var x=!1,R=0,N=0;R=s+o,O=R-o+1,E=t,j=e,F=a.startRange&&g(a.startRange,S),W=a.endRange&&g(a.endRange,S),A=a.startRange&&a.endRange&&a.startRangea.maxDate||a.disableWeekends&&d(S)||a.disableDayFn&&a.disableDayFn(S),isEmpty:Y,isStartRange:F,isEndRange:W,isInRange:A,showDaysInNextAndPreviousMonths:a.showDaysInNextAndPreviousMonths,enableSelectionDaysInNextAndPreviousMonths:a.enableSelectionDaysInNextAndPreviousMonths};a.pickWholeWeek&&T&&(x=!0),l.push(_(L)),7==++N&&(a.showWeekNumber&&l.unshift(v(R-o,t,e)),r.push(w(l,a.isRTL,a.pickWholeWeek,x)),l=[],N=0,x=!1)}return M(a,r,n)},isVisible:function(){return this._v},show:function(){this.isVisible()||(this._v=!0,this.draw(),r(this.el,\"is-hidden\"),this._o.bound&&(a(document,\"click\",this._onClick),this.adjustPosition()),\"function\"==typeof this._o.onOpen&&this._o.onOpen.call(this))},hide:function(){var e=this._v;!1!==e&&(this._o.bound&&i(document,\"click\",this._onClick),this.el.style.position=\"static\",this.el.style.left=\"auto\",this.el.style.top=\"auto\",o(this.el,\"is-hidden\"),this._v=!1,void 0!==e&&\"function\"==typeof this._o.onClose&&this._o.onClose.call(this))},destroy:function(){var e=this._o;this.hide(),i(this.el,\"mousedown\",this._onMouseDown,!0),i(this.el,\"touchend\",this._onMouseDown,!0),i(this.el,\"change\",this._onChange),e.keyboardInput&&i(document,\"keydown\",this._onKeyChange),e.field&&(i(e.field,\"change\",this._onInputChange),e.bound&&(i(e.trigger,\"click\",this._onInputClick),i(e.trigger,\"focus\",this._onInputFocus),i(e.trigger,\"blur\",this._onInputBlur))),this.el.parentNode&&this.el.parentNode.removeChild(this.el)}},t.exports=x},\n", " 490: function _(n,o,t){n(164),n(163).styles.append('.bk-root {\\n @charset \"UTF-8\";\\n /*!\\n * Pikaday\\n * Copyright © 2014 David Bushell | BSD & MIT license | https://dbushell.com/\\n */\\n /*\\nclear child float (pika-lendar), using the famous micro clearfix hack\\nhttp://nicolasgallagher.com/micro-clearfix-hack/\\n*/\\n /* styling for abbr */\\n}\\n.bk-root .pika-single {\\n z-index: 9999;\\n display: block;\\n position: relative;\\n color: #333;\\n background: #fff;\\n border: 1px solid #ccc;\\n border-bottom-color: #bbb;\\n font-family: \"Helvetica Neue\", Helvetica, Arial, sans-serif;\\n}\\n.bk-root .pika-single:before,\\n.bk-root .pika-single:after {\\n content: \" \";\\n display: table;\\n}\\n.bk-root .pika-single:after {\\n clear: both;\\n}\\n.bk-root .pika-single.is-hidden {\\n display: none;\\n}\\n.bk-root .pika-single.is-bound {\\n position: absolute;\\n box-shadow: 0 5px 15px -5px rgba(0, 0, 0, 0.5);\\n}\\n.bk-root .pika-lendar {\\n float: left;\\n width: 240px;\\n margin: 8px;\\n}\\n.bk-root .pika-title {\\n position: relative;\\n text-align: center;\\n}\\n.bk-root .pika-label {\\n display: inline-block;\\n position: relative;\\n z-index: 9999;\\n overflow: hidden;\\n margin: 0;\\n padding: 5px 3px;\\n font-size: 14px;\\n line-height: 20px;\\n font-weight: bold;\\n background-color: #fff;\\n}\\n.bk-root .pika-title select {\\n cursor: pointer;\\n position: absolute;\\n z-index: 9998;\\n margin: 0;\\n left: 0;\\n top: 5px;\\n opacity: 0;\\n}\\n.bk-root .pika-prev,\\n.bk-root .pika-next {\\n display: block;\\n cursor: pointer;\\n position: relative;\\n outline: none;\\n border: 0;\\n padding: 0;\\n width: 20px;\\n height: 30px;\\n /* hide text using text-indent trick, using width value (it\\'s enough) */\\n text-indent: 20px;\\n white-space: nowrap;\\n overflow: hidden;\\n background-color: transparent;\\n background-position: center center;\\n background-repeat: no-repeat;\\n background-size: 75% 75%;\\n opacity: 0.5;\\n}\\n.bk-root .pika-prev:hover,\\n.bk-root .pika-next:hover {\\n opacity: 1;\\n}\\n.bk-root .pika-prev,\\n.bk-root .is-rtl .pika-next {\\n float: left;\\n background-image: url(\\'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAUklEQVR42u3VMQoAIBADQf8Pgj+OD9hG2CtONJB2ymQkKe0HbwAP0xucDiQWARITIDEBEnMgMQ8S8+AqBIl6kKgHiXqQqAeJepBo/z38J/U0uAHlaBkBl9I4GwAAAABJRU5ErkJggg==\\');\\n}\\n.bk-root .pika-next,\\n.bk-root .is-rtl .pika-prev {\\n float: right;\\n background-image: url(\\'data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABQAAAAeCAYAAAAsEj5rAAAAU0lEQVR42u3VOwoAMAgE0dwfAnNjU26bYkBCFGwfiL9VVWoO+BJ4Gf3gtsEKKoFBNTCoCAYVwaAiGNQGMUHMkjGbgjk2mIONuXo0nC8XnCf1JXgArVIZAQh5TKYAAAAASUVORK5CYII=\\');\\n}\\n.bk-root .pika-prev.is-disabled,\\n.bk-root .pika-next.is-disabled {\\n cursor: default;\\n opacity: 0.2;\\n}\\n.bk-root .pika-select {\\n display: inline-block;\\n}\\n.bk-root .pika-table {\\n width: 100%;\\n border-collapse: collapse;\\n border-spacing: 0;\\n border: 0;\\n}\\n.bk-root .pika-table th,\\n.bk-root .pika-table td {\\n width: 14.28571429%;\\n padding: 0;\\n}\\n.bk-root .pika-table th {\\n color: #999;\\n font-size: 12px;\\n line-height: 25px;\\n font-weight: bold;\\n text-align: center;\\n}\\n.bk-root .pika-button {\\n cursor: pointer;\\n display: block;\\n box-sizing: border-box;\\n -moz-box-sizing: border-box;\\n outline: none;\\n border: 0;\\n margin: 0;\\n width: 100%;\\n padding: 5px;\\n color: #666;\\n font-size: 12px;\\n line-height: 15px;\\n text-align: right;\\n background: #f5f5f5;\\n}\\n.bk-root .pika-week {\\n font-size: 11px;\\n color: #999;\\n}\\n.bk-root .is-today .pika-button {\\n color: #33aaff;\\n font-weight: bold;\\n}\\n.bk-root .is-selected .pika-button,\\n.bk-root .has-event .pika-button {\\n color: #fff;\\n font-weight: bold;\\n background: #33aaff;\\n box-shadow: inset 0 1px 3px #178fe5;\\n border-radius: 3px;\\n}\\n.bk-root .has-event .pika-button {\\n background: #005da9;\\n box-shadow: inset 0 1px 3px #0076c9;\\n}\\n.bk-root .is-disabled .pika-button,\\n.bk-root .is-inrange .pika-button {\\n background: #D5E9F7;\\n}\\n.bk-root .is-startrange .pika-button {\\n color: #fff;\\n background: #6CB31D;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .is-endrange .pika-button {\\n color: #fff;\\n background: #33aaff;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .is-disabled .pika-button {\\n pointer-events: none;\\n cursor: default;\\n color: #999;\\n opacity: 0.3;\\n}\\n.bk-root .is-outside-current-month .pika-button {\\n color: #999;\\n opacity: 0.3;\\n}\\n.bk-root .is-selection-disabled {\\n pointer-events: none;\\n cursor: default;\\n}\\n.bk-root .pika-button:hover,\\n.bk-root .pika-row.pick-whole-week:hover .pika-button {\\n color: #fff;\\n background: #ff8000;\\n box-shadow: none;\\n border-radius: 3px;\\n}\\n.bk-root .pika-table abbr {\\n border-bottom: none;\\n cursor: help;\\n}\\n')},\n", " 491: function _(e,t,n){var r=e(113),i=e(252),a=e(492),_=function(e){function t(){return null!==e&&e.apply(this,arguments)||this}return r.__extends(t,e),t}(a.AbstractRangeSliderView);n.DateRangeSliderView=_,_.__name__=\"DateRangeSliderView\";var o=function(e){function t(t){var n=e.call(this,t)||this;return n.behaviour=\"drag\",n.connected=[!1,!0,!1],n}return r.__extends(t,e),t.init_DateRangeSlider=function(){this.prototype.default_view=_,this.override({format:\"%d %b %Y\"})},t.prototype._formatter=function(e,t){return i(e,t)},t}(a.AbstractSlider);n.DateRangeSlider=o,o.__name__=\"DateRangeSlider\",o.init_DateRangeSlider()},\n", " 492: function _(t,e,i){var l=t(113),r=t(493),n=t(121),o=t(163),s=t(110),a=t(119),c=t(475),d=t(494),h=\"bk-noUi-\",_=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),Object.defineProperty(e.prototype,\"noUiSlider\",{get:function(){return this.slider_el.noUiSlider},enumerable:!0,configurable:!0}),e.prototype.initialize=function(){t.prototype.initialize.call(this),this._init_callback()},e.prototype.connect_signals=function(){var e=this;t.prototype.connect_signals.call(this);var i=this.model.properties,l=i.callback,r=i.callback_policy,n=i.callback_throttle;this.on_change([l,r,n],function(){return e._init_callback()});var o=this.model.properties,s=o.start,a=o.end,c=o.value,d=o.step,h=o.title;this.on_change([s,a,c,d],function(){var t=e._calc_to(),i=t.start,l=t.end,r=t.value,n=t.step;e.noUiSlider.updateOptions({range:{min:i,max:l},start:r,step:n})});var _=this.model.properties.bar_color;this.on_change(_,function(){e._set_bar_color()}),this.on_change([c,h],function(){return e._update_title()})},e.prototype._init_callback=function(){var t=this,e=this.model.callback,i=function(){null!=e&&e.execute(t.model),t.model.value_throttled=t.model.value};switch(this.model.callback_policy){case\"continuous\":this.callback_wrapper=i;break;case\"throttle\":this.callback_wrapper=a.throttle(i,this.model.callback_throttle);break;default:this.callback_wrapper=void 0}},e.prototype._update_title=function(){var t=this;o.empty(this.title_el);var e=null==this.model.title||0==this.model.title.length&&!this.model.show_value;if(this.title_el.style.display=e?\"none\":\"\",!e&&(0!=this.model.title.length&&(this.title_el.textContent=this.model.title+\": \"),this.model.show_value)){var i=this._calc_to().value.map(function(e){return t.model.pretty(e)}).join(\" .. \");this.title_el.appendChild(o.span({class:d.bk_slider_value},i))}},e.prototype._set_bar_color=function(){this.model.disabled||(this.slider_el.querySelector(\".bk-noUi-connect\").style.backgroundColor=this.model.bar_color)},e.prototype._keypress_handle=function(t,e){void 0===e&&(e=0);var i=this._calc_to(),l=i.start,r=i.value,n=i.end,o=i.step,s=2==r.length,a=l,c=n;switch(s&&0==e?c=r[1]:s&&1==e&&(a=r[0]),t.which){case 37:r[e]=Math.max(r[e]-o,a);break;case 39:r[e]=Math.min(r[e]+o,c);break;default:return}s?(this.model.value=r,this.model.properties.value.change.emit()):this.model.value=r[0],this.noUiSlider.set(r),null!=this.callback_wrapper&&this.callback_wrapper()},e.prototype.render=function(){var e=this;t.prototype.render.call(this);var i,l=this._calc_to(),n=l.start,a=l.end,c=l.value,_=l.step;if(this.model.tooltips){var u={to:function(t){return e.model.pretty(t)}};i=s.repeat(u,c.length)}else i=!1;if(null==this.slider_el){this.slider_el=o.div(),r.create(this.slider_el,{cssPrefix:h,range:{min:n,max:a},start:c,step:_,behaviour:this.model.behaviour,connect:this.model.connected,tooltips:i,orientation:this.model.orientation,direction:this.model.direction}),this.noUiSlider.on(\"slide\",function(t,i,l){return e._slide(l)}),this.noUiSlider.on(\"change\",function(t,i,l){return e._change(l)}),this._set_keypress_handles();var p=function(t,l){i&&(e.slider_el.querySelectorAll(\".bk-noUi-handle\")[t].querySelector(\".bk-noUi-tooltip\").style.display=l?\"block\":\"\")};this.noUiSlider.on(\"start\",function(t,e){return p(e,!0)}),this.noUiSlider.on(\"end\",function(t,e){return p(e,!1)})}else this.noUiSlider.updateOptions({range:{min:n,max:a},start:c,step:_});this._set_bar_color(),this.model.disabled?this.slider_el.setAttribute(\"disabled\",\"true\"):this.slider_el.removeAttribute(\"disabled\"),this.title_el=o.div({class:d.bk_slider_title}),this._update_title(),this.group_el=o.div({class:d.bk_input_group},this.title_el,this.slider_el),this.el.appendChild(this.group_el)},e.prototype._slide=function(t){this.model.value=this._calc_from(t),null!=this.callback_wrapper&&this.callback_wrapper()},e.prototype._change=function(t){switch(this.model.value=this._calc_from(t),this.model.value_throttled=this.model.value,this.model.callback_policy){case\"mouseup\":case\"throttle\":null!=this.model.callback&&this.model.callback.execute(this.model)}},e}(c.ControlView);_.__name__=\"AbstractBaseSliderView\";var u=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype._calc_to=function(){return{start:this.model.start,end:this.model.end,value:[this.model.value],step:this.model.step}},e.prototype._calc_from=function(t){var e=t[0];return Number.isInteger(this.model.start)&&Number.isInteger(this.model.end)&&Number.isInteger(this.model.step)?Math.round(e):e},e.prototype._set_keypress_handles=function(){var t=this,e=this.slider_el.querySelector(\".bk-noUi-handle\");e.setAttribute(\"tabindex\",\"0\"),e.addEventListener(\"keydown\",function(e){return t._keypress_handle(e)})},e}(_);i.AbstractSliderView=u,u.__name__=\"AbstractSliderView\";var p=function(t){function e(){return null!==t&&t.apply(this,arguments)||this}return l.__extends(e,t),e.prototype._calc_to=function(){return{start:this.model.start,end:this.model.end,value:this.model.value,step:this.model.step}},e.prototype._calc_from=function(t){return t},e.prototype._set_keypress_handles=function(){var t=this,e=this.slider_el.querySelector(\".bk-noUi-handle-lower\"),i=this.slider_el.querySelector(\".bk-noUi-handle-upper\");e.setAttribute(\"tabindex\",\"0\"),e.addEventListener(\"keydown\",function(e){return t._keypress_handle(e,0)}),i.setAttribute(\"tabindex\",\"1\"),i.addEventListener(\"keydown\",function(e){return t._keypress_handle(e,1)})},e}(_);i.AbstractRangeSliderView=p,p.__name__=\"AbstractRangeSliderView\";var m=function(t){function e(e){var i=t.call(this,e)||this;return i.connected=!1,i}return l.__extends(e,t),e.init_AbstractSlider=function(){this.define({title:[n.String,\"\"],show_value:[n.Boolean,!0],start:[n.Any],end:[n.Any],value:[n.Any],value_throttled:[n.Any],step:[n.Number,1],format:[n.String],direction:[n.Any,\"ltr\"],tooltips:[n.Boolean,!0],callback:[n.Any],callback_throttle:[n.Number,200],callback_policy:[n.SliderCallbackPolicy,\"throttle\"],bar_color:[n.Color,\"#e6e6e6\"]})},e.prototype._formatter=function(t,e){return\"\"+t},e.prototype.pretty=function(t){return this._formatter(t,this.format)},e}(c.Control);i.AbstractSlider=m,m.__name__=\"AbstractSlider\",m.init_AbstractSlider()},\n", " 493: function _(t,e,r){\n", " /*! nouislider - 10.1.0 - 2017-07-28 17:11:18 */var n;n=function(){\"use strict\";var t=\"10.1.0\";function e(t){t.preventDefault()}function r(t){return\"number\"==typeof t&&!isNaN(t)&&isFinite(t)}function n(t,e,r){r>0&&(s(t,e),setTimeout(function(){a(t,e)},r))}function i(t){return Array.isArray(t)?t:[t]}function o(t){var e=(t=String(t)).split(\".\");return e.length>1?e[1].length:0}function s(t,e){t.classList?t.classList.add(e):t.className+=\" \"+e}function a(t,e){t.classList?t.classList.remove(e):t.className=t.className.replace(new RegExp(\"(^|\\\\b)\"+e.split(\" \").join(\"|\")+\"(\\\\b|$)\",\"gi\"),\" \")}function l(t){var e=void 0!==window.pageXOffset,r=\"CSS1Compat\"===(t.compatMode||\"\");return{x:e?window.pageXOffset:r?t.documentElement.scrollLeft:t.body.scrollLeft,y:e?window.pageYOffset:r?t.documentElement.scrollTop:t.body.scrollTop}}function u(t,e){return 100/(e-t)}function c(t,e){return 100*e/(t[1]-t[0])}function p(t,e){for(var r=1;t>=e[r];)r+=1;return r}function f(t,e,r){if(r>=t.slice(-1)[0])return 100;var n,i,o,s,a=p(r,t);return n=t[a-1],i=t[a],o=e[a-1],s=e[a],o+function(t,e){return c(t,t[0]<0?e+Math.abs(t[0]):e-t[0])}([n,i],r)/u(o,s)}function d(t,e,r,n){if(100===n)return n;var i,o,s=p(n,t);return r?n-(i=t[s-1])>((o=t[s])-i)/2?o:i:e[s-1]?t[s-1]+function(t,e){return Math.round(t/e)*e}(n-t[s-1],e[s-1]):n}function h(e,n,i){var o;if(\"number\"==typeof n&&(n=[n]),\"[object Array]\"!==Object.prototype.toString.call(n))throw new Error(\"noUiSlider (\"+t+\"): 'range' contains invalid value.\");if(!r(o=\"min\"===e?0:\"max\"===e?100:parseFloat(e))||!r(n[0]))throw new Error(\"noUiSlider (\"+t+\"): 'range' value isn't numeric.\");i.xPct.push(o),i.xVal.push(n[0]),o?i.xSteps.push(!isNaN(n[1])&&n[1]):isNaN(n[1])||(i.xSteps[0]=n[1]),i.xHighestCompleteStep.push(0)}function m(t,e,r){if(!e)return!0;r.xSteps[t]=c([r.xVal[t],r.xVal[t+1]],e)/u(r.xPct[t],r.xPct[t+1]);var n=(r.xVal[t+1]-r.xVal[t])/r.xNumSteps[t],i=Math.ceil(Number(n.toFixed(3))-1),o=r.xVal[t]+r.xNumSteps[t]*i;r.xHighestCompleteStep[t]=o}function g(t,e,r){this.xPct=[],this.xVal=[],this.xSteps=[r||!1],this.xNumSteps=[!1],this.xHighestCompleteStep=[],this.snap=e;var n,i=[];for(n in t)t.hasOwnProperty(n)&&i.push([t[n],n]);for(i.length&&\"object\"==typeof i[0][0]?i.sort(function(t,e){return t[0][0]-e[0][0]}):i.sort(function(t,e){return t[0]-e[0]}),n=0;n=100)return t.slice(-1)[0];var n,i=p(r,e);return function(t,e){return e*(t[1]-t[0])/100+t[0]}([t[i-1],t[i]],(r-(n=e[i-1]))*u(n,e[i]))}(this.xVal,this.xPct,t)},g.prototype.getStep=function(t){return t=d(this.xPct,this.xSteps,this.snap,t)},g.prototype.getNearbySteps=function(t){var 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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": [ ":Layout\n", " .NdOverlay.I :NdOverlay [K,Q,S]\n", " :Overlay\n", " .Curve.I :Curve [t] ($\\beta_{LM}$)\n", " .Scatter.I :Scatter [t] ($\\beta_{LM}$)\n", " .Curve.II :Curve [t] ($\\beta_{LM}$)\n", " .HeatMap.I :HeatMap [t,Theta] (v)\n", " .NdOverlay.II :NdOverlay [l,m]\n", " :Overlay\n", " .Curve.I :Curve [t] (βlm (unnorm))\n", " .Scatter.I :Scatter [t] (βlm (unnorm))\n", " .Curve.II :Curve [t] (βlm (unnorm))\n", " .HeatMap.II :HeatMap [t,Theta] (v)" ] }, "execution_count": 17, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "9416" } }, "output_type": "execute_result" } ], "source": [ "# 4up plot layout - ADMs & BLMs + theta,E maps\n", "\n", "# Can't suppress warnings here?\n", "# %%capture --no-stderr\n", "# warnings.simplefilter('ignore')\n", "\n", "# figSize = [700,300]\n", "# tRange = [3.8, 5.2] # Set for axis slice, also for cmapping lims\n", "\n", "# hvPlotters.sns.set_style(\"white\") # No grid case (for maps) - Holoviews picking this up...?\n", "\n", "ADMdistPlot = ADMdistFull.sel({'t':slice(tRange[0],tRange[1])}) # Subselect this dataset first, otherwise it's all output to file and it is ~12Mb (6.1Mb limit on Authorea)\n", "\n", "layout2 = (hvADMPlot.opts(frame_width = figSize[0], frame_height = figSize[1], xaxis=None, ylim=(-0.4,1.1), title='(a) ADMs') + \n", " (ADMdistPlot/ADMdistPlot.max()).rename('v').squeeze().hvplot.heatmap(x='t',y='Theta',ylabel='θ',C='v', xaxis=None, cmap='viridis', frame_width = figSize[0], frame_height = figSize[1], title=r'(b) P(θ,t)').redim.range(v=(0, 1.0)) +\n", " hvBLMPlot.opts(frame_width = figSize[0], frame_height = figSize[1], xaxis=None, title=r'(c) βlm(t)') + \n", " (It/It.max()).rename('v').squeeze().hvplot.heatmap(x='t',y='Theta',ylabel='θ',C='v', cmap='viridis', frame_width = figSize[0], frame_height = figSize[1], title=r'(d) I(θ,t)')).redim(t=hv.Dimension('t', range=(tRange[0], tRange[1]))).cols(1)\n", "\n", "pType = 'data4up'\n", "\n", "data.data['plots'] = {} # Init plots dict\n", "data.data['plots'][pType] = layout2\n", "\n", "if saveFigs:\n", " data.hvSave(pTypes = pType)\n", "\n", "# Show plot\n", "layout2" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Classifiers & best fits" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Fitting histogram" ] }, { "cell_type": "code", "execution_count": 18, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Mask selected 562 results (from 1000).\n" ] }, { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
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\n", "" ], "text/plain": [ ":AdjointLayout\n", " :Scatter [redchi] (Fit)\n", " :Histogram [Fit] (Fit_count)\n", " :Histogram [redchi] (redchi_count)" ] }, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "12924" } }, "output_type": "display_data" } ], "source": [ "# With threshold set & fine binning.\n", "# See fitHist() docs for more options.\n", "data.fitHist(thres = 2.4e-4, bins = 100)\n", "\n", "# data.fitHist(bins=20, binRange = [2.3e-4, 2.4e-4]) # Example with a range set" ] }, { "cell_type": "code", "execution_count": 20, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saving self.data[plots][fitHistPlot] to D:\\code\\python\\jupyterNotebooks\\dev\\PEMtk\\fitting\\multiFit_tests_and_parallel\\figs_290722\\dataDump_1000fitTests_multiFit_noise_051021_fitHistPlot_290722_11-26-28.png\n", "Saving self.data[plots][fitHistPlot] to D:\\code\\python\\jupyterNotebooks\\dev\\PEMtk\\fitting\\multiFit_tests_and_parallel\\figs_290722\\dataDump_1000fitTests_multiFit_noise_051021_fitHistPlot_290722_11-26-30.html\n" ] } ], "source": [ "if saveFigs:\n", " data.hvSave(pTypes = 'fitHistPlot') # , outStem = 'test')\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Rebin data by reduced $\\chi^2$ (small range)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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successchisqrredchi
countuniquetopfreqcountuniquetopfreqcountuniquetopfreq
redchiGroup
A00NaNNaN00NaNNaN00NaNNaN
B00NaNNaN00NaNNaN00NaNNaN
C00NaNNaN00NaNNaN00NaNNaN
D00NaNNaN00NaNNaN00NaNNaN
E3501True350350.000350.0000.0421.000350.000350.0000.0001.000
F00NaNNaN00NaNNaN00NaNNaN
G271True2727.00027.0000.0431.00027.00027.0000.0001.000
H431True4343.00043.0000.0431.00043.00043.0000.0001.000
I241True2424.00024.0000.0431.00024.00024.0000.0001.000
J00NaNNaN00NaNNaN00NaNNaN
K111True1111.00011.0000.0431.00011.00011.0000.0001.000
L271True2727.00027.0000.0431.00027.00027.0000.0001.000
M32True23.0003.0000.0431.0003.0003.0000.0001.000
N541True5454.00054.0000.0431.00054.00054.0000.0001.000
O51True55.0005.0000.0441.0005.0005.0000.0001.000
P00NaNNaN00NaNNaN00NaNNaN
Q152True1415.00015.0000.0441.00015.00015.0000.0001.000
R31True33.0003.0000.0441.0003.0003.0000.0001.000
S00NaNNaN00NaNNaN00NaNNaN
\n", "
" ], "text/plain": [ " success chisqr redchi \\\n", " count unique top freq count unique top freq count \n", "redchiGroup \n", "A 0 0 NaN NaN 0 0 NaN NaN 0 \n", "B 0 0 NaN NaN 0 0 NaN NaN 0 \n", "C 0 0 NaN NaN 0 0 NaN NaN 0 \n", "D 0 0 NaN NaN 0 0 NaN NaN 0 \n", "E 350 1 True 350 350.000 350.000 0.042 1.000 350.000 \n", "F 0 0 NaN NaN 0 0 NaN NaN 0 \n", "G 27 1 True 27 27.000 27.000 0.043 1.000 27.000 \n", "H 43 1 True 43 43.000 43.000 0.043 1.000 43.000 \n", "I 24 1 True 24 24.000 24.000 0.043 1.000 24.000 \n", "J 0 0 NaN NaN 0 0 NaN NaN 0 \n", "K 11 1 True 11 11.000 11.000 0.043 1.000 11.000 \n", "L 27 1 True 27 27.000 27.000 0.043 1.000 27.000 \n", "M 3 2 True 2 3.000 3.000 0.043 1.000 3.000 \n", "N 54 1 True 54 54.000 54.000 0.043 1.000 54.000 \n", "O 5 1 True 5 5.000 5.000 0.044 1.000 5.000 \n", "P 0 0 NaN NaN 0 0 NaN NaN 0 \n", "Q 15 2 True 14 15.000 15.000 0.044 1.000 15.000 \n", "R 3 1 True 3 3.000 3.000 0.044 1.000 3.000 \n", "S 0 0 NaN NaN 0 0 NaN NaN 0 \n", "\n", " \n", " unique top freq \n", "redchiGroup \n", "A 0 NaN NaN \n", "B 0 NaN NaN \n", "C 0 NaN NaN \n", "D 0 NaN NaN \n", "E 350.000 0.000 1.000 \n", "F 0 NaN NaN \n", "G 27.000 0.000 1.000 \n", "H 43.000 0.000 1.000 \n", "I 24.000 0.000 1.000 \n", "J 0 NaN NaN \n", "K 11.000 0.000 1.000 \n", "L 27.000 0.000 1.000 \n", "M 3.000 0.000 1.000 \n", "N 54.000 0.000 1.000 \n", "O 5.000 0.000 1.000 \n", "P 0 NaN NaN \n", "Q 15.000 0.000 1.000 \n", "R 3.000 0.000 1.000 \n", "S 0 NaN NaN " ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n" ] }, { "data": { "image/png": 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\n", "text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Again, more control can be obtained by specifiying the desired binning.\n", "data.classifyFits(bins = [2.26e-4, 2.4e-4,20])" ] }, { "cell_type": "code", "execution_count": 22, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Set 6 complex matrix elements to 12 fitting params, see self.params for details.\n", "Auto-setting parameters.\n" ] }, { "data": { "text/html": [ "
name value initial value min max vary expression
m_PU_SG_PU_1_n1_1_1 1.78461575 1.784615753610107 1.0000e-04 5.00000000 True
m_PU_SG_PU_1_1_n1_1 1.78461575 1.784615753610107 1.0000e-04 5.00000000 False m_PU_SG_PU_1_n1_1_1
m_PU_SG_PU_3_n1_1_1 0.80290495 0.802904951323892 1.0000e-04 5.00000000 True
m_PU_SG_PU_3_1_n1_1 0.80290495 0.802904951323892 1.0000e-04 5.00000000 False m_PU_SG_PU_3_n1_1_1
m_SU_SG_SU_1_0_0_1 2.68606212 2.686062120382649 1.0000e-04 5.00000000 True
m_SU_SG_SU_3_0_0_1 1.10915311 1.109153108617096 1.0000e-04 5.00000000 True
p_PU_SG_PU_1_n1_1_1 -0.86104140 -0.8610414024232179 -3.14159265 3.14159265 False
p_PU_SG_PU_1_1_n1_1 -0.86104140 -0.8610414024232179 -3.14159265 3.14159265 False p_PU_SG_PU_1_n1_1_1
p_PU_SG_PU_3_n1_1_1 -3.12044446 -3.1204444620772467 -3.14159265 3.14159265 True
p_PU_SG_PU_3_1_n1_1 -3.12044446 -3.1204444620772467 -3.14159265 3.14159265 False p_PU_SG_PU_3_n1_1_1
p_SU_SG_SU_1_0_0_1 2.61122920 2.611229196458127 -3.14159265 3.14159265 True
p_SU_SG_SU_3_0_0_1 -0.07867828 -0.07867827542158025 -3.14159265 3.14159265 True
" ], "text/plain": [ "Parameters([('m_PU_SG_PU_1_n1_1_1',\n", " ),\n", " ('m_PU_SG_PU_1_1_n1_1',\n", " ),\n", " ('m_PU_SG_PU_3_n1_1_1',\n", " ),\n", " ('m_PU_SG_PU_3_1_n1_1',\n", " ),\n", " ('m_SU_SG_SU_1_0_0_1',\n", " ),\n", " ('m_SU_SG_SU_3_0_0_1',\n", " ),\n", " ('p_PU_SG_PU_1_n1_1_1',\n", " ),\n", " ('p_PU_SG_PU_1_1_n1_1',\n", " ),\n", " ('p_PU_SG_PU_3_n1_1_1',\n", " ),\n", " ('p_PU_SG_PU_3_1_n1_1',\n", " ),\n", " ('p_SU_SG_SU_1_0_0_1',\n", " ),\n", " ('p_SU_SG_SU_3_0_0_1',\n", " )])" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "data.setMatEFit() # In current dataset data.lmmu not present initially? Run this to generate\n", "# data.data['plots']['paramData'].replace({'Param':data.lmmu['lmMap']})" ] }, { "cell_type": "code", "execution_count": 23, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n" ] }, { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "
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\n", "" ], "text/plain": [ ":Overlay\n", " .Violin.I :Violin [Param] (value)\n", " .Scatter.I :Scatter [Param] (value,redchi)" ] }, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "14962" } }, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n" ] }, { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
\n", "\n", "\n", "\n", "\n", "\n", "
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\n", "" ], "text/plain": [ ":Overlay\n", " .Violin.I :Violin [Param] (value)\n", " .Scatter.I :Scatter [Param] (value,redchi)" ] }, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "15233" } }, "output_type": "display_data" } ], "source": [ "# Plot params violin style\n", "\n", "# data.paramPlot(dataType='m', sel = 'E', hue = 'redchi', backend='hv', hvType='violin', returnFlag = True, remap = 'lmMap')\n", "data.paramPlot(selectors={'Type':'m', 'redchiGroup':'E'}, hue = 'redchi', backend='hv', hvType='violin', returnFlag = True, remap = 'lmMap')\n", "mParams = data.data['plots']['paramPlot']\n", "data.paramPlot(selectors={'Type':'p', 'redchiGroup':'E'}, hue = 'redchi', backend='hv', hvType='violin', returnFlag = True, remap = 'lmMap')\n", "pParams = data.data['plots']['paramPlot']" ] }, { "cell_type": "code", "execution_count": 24, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saving self.data[plots][paramsViolin] to D:\\code\\python\\jupyterNotebooks\\dev\\PEMtk\\fitting\\multiFit_tests_and_parallel\\figs_290722\\dataDump_1000fitTests_multiFit_noise_051021_paramsViolin_290722_11-26-33.png\n", "Saving self.data[plots][paramsViolin] to D:\\code\\python\\jupyterNotebooks\\dev\\PEMtk\\fitting\\multiFit_tests_and_parallel\\figs_290722\\dataDump_1000fitTests_multiFit_noise_051021_paramsViolin_290722_11-26-35.html\n" ] }, { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
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\n", "" ], "text/plain": [ ":Layout\n", " .Overlay.I :Overlay\n", " .Violin.I :Violin [Param] (value)\n", " .Scatter.I :Scatter [Param] (value,redchi)\n", " .Overlay.II :Overlay\n", " .Violin.I :Violin [Param] (value)\n", " .Scatter.I :Scatter [Param] (value,redchi)" ] }, "execution_count": 24, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "17607" } }, "output_type": "execute_result" } ], "source": [ "# Replot as 2-up layout\n", "\n", "# Setting shared_axes=False works, although also looses link over x-axis.\n", "# Need to rename dims? See https://github.com/holoviz/holoviews/issues/714\n", "# E.g. mParams.redim(y={'name','Mag'}) # Works for label, but not underlying plots\n", "layout3 = (mParams.redim(Mag=hv.Dimension('Mag', range=(1, 3))).opts(frame_width = figSize[0], frame_height = figSize[1], xaxis=None, ylabel='Mag', ylim=(1.0,3.0), title='(a) Magnitudes') + \n", " pParams.opts(frame_width = figSize[0], frame_height = figSize[1], ylabel='Phase', title='(b) Phases')).opts(shared_axes=False).cols(1)\n", "\n", "\n", "pType = 'paramsViolin'\n", "data.data['plots'][pType] = layout3\n", "\n", "if saveFigs:\n", " data.hvSave(pTypes = pType)\n", "\n", "# Show plot\n", "layout3\n" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Rebin over further reduced range - Correlation plot & $\\beta_{LM}$ plots" ] }, { "cell_type": "code", "execution_count": 25, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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successchisqrredchi
countuniquetopfreqcountuniquetopfreqcountuniquetopfreq
redchiGroup
A00NaNNaN00NaNNaN00NaNNaN
B00NaNNaN00NaNNaN00NaNNaN
C2041True204204.000204.0000.0421.000204.000204.0000.0001.000
D00NaNNaN00NaNNaN00NaNNaN
E441True4444.00044.0000.0421.00044.00044.0000.0001.000
F00NaNNaN00NaNNaN00NaNNaN
G551True5555.00055.0000.0421.00055.00055.0000.0001.000
H00NaNNaN00NaNNaN00NaNNaN
I00NaNNaN00NaNNaN00NaNNaN
J00NaNNaN00NaNNaN00NaNNaN
K471True4747.00047.0000.0421.00047.00047.0000.0001.000
L00NaNNaN00NaNNaN00NaNNaN
M00NaNNaN00NaNNaN00NaNNaN
N00NaNNaN00NaNNaN00NaNNaN
O00NaNNaN00NaNNaN00NaNNaN
P00NaNNaN00NaNNaN00NaNNaN
Q00NaNNaN00NaNNaN00NaNNaN
R00NaNNaN00NaNNaN00NaNNaN
S00NaNNaN00NaNNaN00NaNNaN
\n", "
" ], "text/plain": [ " success chisqr redchi \\\n", " count unique top freq count unique top freq count \n", "redchiGroup \n", "A 0 0 NaN NaN 0 0 NaN NaN 0 \n", "B 0 0 NaN NaN 0 0 NaN NaN 0 \n", "C 204 1 True 204 204.000 204.000 0.042 1.000 204.000 \n", "D 0 0 NaN NaN 0 0 NaN NaN 0 \n", "E 44 1 True 44 44.000 44.000 0.042 1.000 44.000 \n", "F 0 0 NaN NaN 0 0 NaN NaN 0 \n", "G 55 1 True 55 55.000 55.000 0.042 1.000 55.000 \n", "H 0 0 NaN NaN 0 0 NaN NaN 0 \n", "I 0 0 NaN NaN 0 0 NaN NaN 0 \n", "J 0 0 NaN NaN 0 0 NaN NaN 0 \n", "K 47 1 True 47 47.000 47.000 0.042 1.000 47.000 \n", "L 0 0 NaN NaN 0 0 NaN NaN 0 \n", "M 0 0 NaN NaN 0 0 NaN NaN 0 \n", "N 0 0 NaN NaN 0 0 NaN NaN 0 \n", "O 0 0 NaN NaN 0 0 NaN NaN 0 \n", "P 0 0 NaN NaN 0 0 NaN NaN 0 \n", "Q 0 0 NaN NaN 0 0 NaN NaN 0 \n", "R 0 0 NaN NaN 0 0 NaN NaN 0 \n", "S 0 0 NaN NaN 0 0 NaN NaN 0 \n", "\n", " \n", " unique top freq \n", "redchiGroup \n", "A 0 NaN NaN \n", "B 0 NaN NaN \n", "C 204.000 0.000 1.000 \n", "D 0 NaN NaN \n", "E 44.000 0.000 1.000 \n", "F 0 NaN NaN \n", "G 55.000 0.000 1.000 \n", "H 0 NaN NaN \n", "I 0 NaN NaN \n", "J 0 NaN NaN \n", "K 47.000 0.000 1.000 \n", "L 0 NaN NaN \n", "M 0 NaN NaN \n", "N 0 NaN NaN \n", "O 0 NaN NaN \n", "P 0 NaN NaN \n", "Q 0 NaN NaN \n", "R 0 NaN NaN \n", "S 0 NaN NaN " ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n" ] }, { "data": { "image/png": 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"text/plain": [ "
" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Set new classifiers for small range\n", "data.classifyFits(bins = [2.29e-4, 2.3e-4,20])" ] }, { "cell_type": "code", "execution_count": 26, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "Set ref param = PU_SG_PU_1_1_n1_1\n" ] }, { "data": { "text/html": [ "
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ParamPU_SG_PU_1_1_n1_1PU_SG_PU_1_n1_1_1PU_SG_PU_3_1_n1_1PU_SG_PU_3_n1_1_1SU_SG_SU_1_0_0_1SU_SG_SU_3_0_0_1
FitTyperedchiGroup
2mC1.6101.6181.1411.1442.6531.144
nC0.4000.4020.2840.2840.6600.285
pC-0.857-0.8611.1991.2002.437-0.704
pcC0.0000.0042.0562.0572.9890.153
8mG1.5691.6551.1671.2072.6601.130
...........................
997pcC0.0000.0022.0592.0612.9860.155
999mC1.6101.6171.1411.1442.6531.144
nC0.4000.4020.2840.2850.6600.285
pC-0.856-0.8611.2001.2002.438-0.704
pcC0.0000.0052.0562.0562.9900.152
\n", "

1400 rows × 6 columns

\n", "
" ], "text/plain": [ "Param PU_SG_PU_1_1_n1_1 PU_SG_PU_1_n1_1_1 PU_SG_PU_3_1_n1_1 \\\n", "Fit Type redchiGroup \n", "2 m C 1.610 1.618 1.141 \n", " n C 0.400 0.402 0.284 \n", " p C -0.857 -0.861 1.199 \n", " pc C 0.000 0.004 2.056 \n", "8 m G 1.569 1.655 1.167 \n", "... ... ... ... \n", "997 pc C 0.000 0.002 2.059 \n", "999 m C 1.610 1.617 1.141 \n", " n C 0.400 0.402 0.284 \n", " p C -0.856 -0.861 1.200 \n", " pc C 0.000 0.005 2.056 \n", "\n", "Param PU_SG_PU_3_n1_1_1 SU_SG_SU_1_0_0_1 SU_SG_SU_3_0_0_1 \n", "Fit Type redchiGroup \n", "2 m C 1.144 2.653 1.144 \n", " n C 0.284 0.660 0.285 \n", " p C 1.200 2.437 -0.704 \n", " pc C 2.057 2.989 0.153 \n", "8 m G 1.207 2.660 1.130 \n", "... ... ... ... \n", "997 pc C 2.061 2.986 0.155 \n", "999 m C 1.144 2.653 1.144 \n", " n C 0.285 0.660 0.285 \n", " p C 1.200 2.438 -0.704 \n", " pc C 2.056 2.990 0.152 \n", "\n", "[1400 rows x 6 columns]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "" ] }, "metadata": 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nzpUk7d27d9Bze/bskSS1trYWfO2cOXNKet0Pf/hDfeQjH1E8Hte3vvUtve51ryu6ntOmTVNPT0/vig+AJJmUr+KvkppseQClsEGo9C2/lv+TDZI/MAYbFdsGvTeeWHcnYgBQDsZ15K06qdjS6o3TXelyVemI+Q88q3DTzuxPVlIoGTu4YHuP/PueUfqbv2aPWdS10cYBp6eEAcYR9OaI9z1TYFBe2TYcKmrTUrhxp/wHnhuzvw+g8lRNf96VVinnsu5JczmXBcZZpZ/zkAehLtBfAlWvoltkS0uL5s2bV3A/jY0bN2r27NmaOXNmwdcuXbpUL7744qBVFHK/6+STT+597M4779SnP/1pTZ48WbfddptOO23wXRv/8R//oQsvvFDPPvvsoOe2bt2qOXPmjHq7CdQmm4yplAkKUXkApfDv36hw047oh4LNbeQ26Cw9Wt7qk0csBwAojnfRyTLHFc7R++uL0f5vXlKYrrzJmjYI5T/0Yv4jfdUeoosJN+6Q/+CmclcNqGijiQNjueSq/8CmvhxxqD9ppNzAvCT5D73I5CKgRlVLf26DUP7TuUkUxY0nOa9bWL4KARjSqM55Nuwal1yDPAj1oO9aSnH9pTlzQfkqA2BUKv6K+iWXXKInnnhCmzb1nRS88MILevTRR3X55ZcP+7p0Oq3vf//7vY91dXXpjjvu0PLlyzVv3jxJ0ubNm7V27VpNnjxZ//7v/64lS5YU/H3z5s3Tq6++qn//93/v9/j69ev1wgsv6M1vfvORvE3UIOtbyRrJOhq6o8w+b01UHkDRgu60/PUb88+nCjCKuroCbdAYeZeuUPy95zODFgDGkHEdxT98sRQfavJlXmzOrq4cPrtXqRvuVvreZytqYCzcui/vrqNsZYtI2fyHNlfU+wDGW6lxwBqjnumNY/K3bRDK//XmIgrm/i/bqNt7ojYPoOZUQ38epn2l/u8DCn/3SraKw5zLStHjzY0Vu0UWUOtGdc7z6MtK/7/fljWukAehXoQ9fnH9pe27/gKgsngTXYGRXHfddfrxj3+s6667Tu95z3vkOI6+853vqLW1Vdddd50kad++ffrNb36jefPm6ZRTTpEkrVq1SqtWrdIXv/hF7dy5U8cdd5x+8IMfaNeuXfrCF77Q+/v/8R//Uel0WmvWrNGGDRu0YcOGfn9/7ty5Ov3003X22WdrzZo1uuOOO9Te3q7Xv/712rx5s77//e/rpJNO0gc+8IHx+1BQHV4+IJn8aamFzn5Ntu80Ufmlc8atekA1C9O+0p++T7J2QP6ZW9rLjvCY5F6yQrFLl5e7qgBQl5y4J2/1Mvn3/bHAs6b/f1ov+o8gVPCTZ2VfPqT4+ytkL+XOAcuwFjum0d6jcOteuYsKb0cH1INS4oAJXR39o+2yK5YdcdsPt+4tbk/oXBXyU8SBbR5Abajw/twGodJ//zPZfR3K7lYvmdy2oUOPJ3nnnlQZ+RJQp0ZzzhNu2q3M+mcVf1N59g8nD0I9sEGo4HtPZK+9WA3bX5rsc1x7ASpOxU9QmDJlim6//Xb9/d//vdatW6d4PK4zzzxTN9xwg6ZNmyZJ2rJli2644Qa97W1v652gIEk333yzvvrVr+quu+5Sd3e3TjzxRH3rW9/S6aef3lvmsccekyTdfffduvvuuwf9/csuu6y3/Je//GXNnz9fd911l372s59p+vTpuuqqq3T99dersXFs7vZA7bBhrnPMdYzDnQGbbHkAI7FBqNTnfyH1ZIZYB2iYCUHZZuksnavYxcvKWk8AqHfeRcsUbt+vcONrg5/sTZMc9Z6SZO/iCTfukv/AZsUuOXHc6jqkpvjoXztOe8wClcy9YIn8n26SAr+v3efkxwHrKd6WVuYnzyt++eIj+6NH0vaOpM0DqFwV3p9nfvKc7N6O6AcjSZ5kQ8mE2VjZFzxzodNZOlfe6vJc4ARQvNGc8wQ/fV7hRSfKiZfh0gx5EOpA5ifPRce6U+gmtUJYPQGoRBU/QUGSjjnmGK1bt27I58866yw9//zzgx5vamrS2rVrtXbt2iFf+/vf/77oesTjcX3kIx/RRz7ykaJfg/pl4676lvPKWzKrH9P7FZUHMJLM+s3S3o5hNikapt05Rt4lJ8u7+MjvzgMADM+4juLvPVeZ7/9OwSMvDh4TsJ6i05HsE3l38fgPbZV30aIJj9XO/BlSSyJvWegSNDLAB9jtByU/N+zgFyiQjQPZi2/Bz16QvfTEI2v7o217LcmozQOoOZXcn9sgVPDg5gIrA8Yl62tg7DRWcl+/ULErz5zwPAlA3zlP+j8eU/jYluLOeaxV5j//qMS7Txv7CpEHocb17zeLv/ZiOL6BikMmC5RLjx2wD9IQXzZ7V3cPKygAIwnTvoKfvdiXhA6Vfyqv3dnclyt3zUrFLl3OQA4AjBPjOnKXHCMpKdl435eSkmIa8k6GwymFW/aPX0Xz2CBU8MJ+BU/tUrjloLxzFuQ9qaL2rI4G+GaWq4pA9ehMK2rnMRUVBzKhgs1Htv+xM3+m1JIcueCA9uy9cSE5IlCjjOvIe+PCvgcqqD8PNu+T/EL70Q8dO90lxxCvgApiXEfOtCkq5ZwnfGqHbFCo7R8Z8iDUur5+0yn+2ovnyl04a8LqDKCwqlhBAahKh3okOdGSfJKGHIDPLfV1qIj9wYA6ZYNQ/v1b5f9sq5QK8mbJupIJhnmlybYxE23rsOYIlwwGAJSuKa7emF2Krkw5ajOk3r7mV9ul9rylUVtiMjMnye49rKhfGfmKhvfGiV/9AagI/ZYKLi4O2K0HpJNGP4BoXEfeqkXy73tmhILKDmgaOUuPknfRSaP+mwAqn3fRYoXbDijcuFPF9ufO7Ollr5fdemCEEgViJ8uwA5Unf5yqGKlA4ZYDck8Y27u6jevIO2eh/J9sGKGgyINQlfr6zezEhCKuvTinzuP8HKhAtEqgTMzUJsm62WRPg2fn5362RrJuVB7AIDYIlf7GE/Lv2Sx1512sssqujDBSG5PcS5Yp/r6zSUYBYAI486dLDbGR71QceDdjY6yMtRrwp4NQ6X/9Q9TXtA/Yt7U9I7s7lJk5VWpO9utfCnGWzpG3eklZ6wtUC2f+dCnultj+j3yPWPeCk6Smxr7fPfBv5b43J+W9iTwRqAfGdRR/39ny3rRMam4Yuj/vfdxT+FyH0v/vD2W5yzmvZn1/t4hYGXpOFFsBVBRz3LSi23FUxpRlQrYNQgVbe7JbSxSoT788qIE8CFXH2uxBbFXctRfjKPbO08epdgBKwQoKQJk4C6YpsI5kPMmGkgrc5W1d5ZagdxZMG+8qAhXPBqHS//R7hS8MWOY7O8s7mmY3XBtz5Fy8VPE3LSt/ZQEABRnXkbt8roLHto1QUNmJm0ZqislZMH6D7/76LQo37h2mhJHd7cu9bKmcBS0KH92q4LmdUlf+SgtJeW9cJG/1Egb4gCzjOnJWHq3wd9tHKCgpzO4Pe/zUI/67wc+2SYdjkklKJqX+I5ZGCj3JxuWes1ixSxYd8d8DUB2M6yh2yRJ5F52kYPMe+f/9R9kdBzU4RiQkm5BkFG7YK//+rYpdunCI33qEdTp+at757QhXNo3UMb9FTeQZQMVxT5ipTMyTfH/4gnk5TzkmZPv3b5XdtE9SU5QDDZEHmTPnK3H1Ss5bUHXCfakSxoVdmdOOlxPnMihQiWiZQJk4C6ZJxpGslYwb3emdnxBaIxkTPWSYoAAMZINQqX95Uvb57OSE3uXysl/GZNtXtApJb3uTsu3KyMxsUfwy7mIFgInmvXOFgt+/IgVBNkbnPZn7OXcnkZG88xaM22BZmPbl/3Tr4HoVEDz8smKXnC/vpNmyQahw695okkJjXM78mQzwAQXErlyp1OOvRAOHw7V/Y6R47IiXOrZBGG3VIiPZZPYio5/3x7zeSgS/fln2kvGLNwAqg3EduYtmKdPmSeEkDRUjcvxfbZd38fyyxAr3hBnKJGJSOp09v9WQsdLKaN+qVrWOeS0AHCnjOnIvXKRg/bPDtuPonMeRJiXHfCy4LweSRsqD7KaDY/q3gfFggzA7Aae4cWEZV/F3nTKRVQYwDM7CgTKx29qi5bR6l6DP7ovU+5W9Q9A6kvWi8gB6+euzs75zzUdSXzvKth852Znn+c9lvxqTin/yQgacAaACOHFP7kWLpXCImJzLiWRkZjXLW3PCuNUt8/1npSAsblX5w2mFW6LBvOjiRqvcFcfIXdRKfwMMwYl7ci5anJezDRBmczhr5F648IjbUrD5wICtWoykmKR49ntePdr72jSA+hJuOZiNFcPEiJz2tNK3byrLVg/RRc2FBc5vB1bY6OApM6QY+QZQqWKXniTNnNS35PxAvec8jrw3Hjem5w82CJW+fdPg7eqGinHkQKhC4ZaDUkdGkjvyuHDoyJx6LKsnABWMrBYoE9uRVtTEvOx+SE6BLzd6Xk62PAApezfr+peGeDYv4bRO//+2UQKqmZOU+N+XkIQCQAWJXbJIzrI50cTMMBuv8+N4dnJC/JPnjdvFfhuECp/aU9qLyrBXLFDr4pedILN0TnT+E+blbXl5XOe85iPebsEGoTL/tbm013AeBtSlUtt++MgOpf/16bJMUohdskhm6eyhz2+tK7N0jg6dzsqbQCUzrqPE350vM2vSMOPArpxlrfIuHrttY2wQKv2NpxU+sqO015EDocr0HbOOokkKQ/ebUkzuMtYcAioZExSAMrGHUooupOYmIbjZiQpub0La+7hMtjwAScr85/NSMNT+m7kJCq76ktBsu4rH5V62RMm1FzI5AQAqjHEdxd9/hg6cOV1BY0L9cqOGhNzLFivx/10wrvE73HJI6h5hn9iByrBXLFDrjOso8YEz5V2+RGpp7H9e1NKgA2dO1+5LZx/x5CT/p9ulV9tLeg3nYUB9Gk3bDzfsl3//9pELlqgvRi6WWhoGxMhGeZcvUeIDZ0puMcs9AZhITtxT4v+7QO5lS6SGZP9x4EkN8i4/SfH3nzGmE7L9n25XuHF/ya8jB0K16Ttm86+5OAWuucSi74e5uQCoZFy9AcqlJZG3l3Jujfr8C67Zx2xeeaDO2SBU8EKbwj/sznsw+73fWIzJ+8oWaIwp8X/H98IWAKA0xnV06PSpOnTKFJ2UnB2tRtAYk7NgWtlXTbBBqHDLYanTl5o8OQsmyeaWQC3Y1wz8BZIaPTkLppa1nkCtMq6j2KUnyLt4ocItB/q1/0PPPXvEvz/ad/lV9TvHGqlNSzKTk0f8twFUHzM5WVKsyBXyf/WqvIuPHfO8ZbgYyTZSQHUxrqP4m06UvWRR2dtzX/4jkQOh5vVeb1He9ZYC11xy26xwvQWoaFzFAcrlcHYvQ5OfGRbIDo2iTvMwy2qhftkglP/TV+X/cofUnpJMbtnMbLsxw62mELUr74L5TE4AgGrhGrknzBiXP9W/j8m7g2JSTObopEbua7KM5Bw/lYsEwBEyrlOW9h9uacvbT764Ni1rZFriY14XAJUvavvFx4re8ZzDaYVb2uSeUJ4Ji+WKkQDG33i05778RyIHQs0bdL1FKnjNhestQFXgSg5QJmZKdsDb2r6JfPl9Ze7n7CoLUXmg/kR75W1SuOHgECVGbkfO0pnyLp5f9roCAKrLsH3M4Yzspp5sv1JczuacefQ41BrAqHTmL+Fa5HlYS0LOginjV0cAFcNZMEVqTkgdPUWN2eTrXYEJACbY4HhEDoQaNikhrrcAtYPbf4AyiWahOtGXNYULWdNbhlmrqFf+T18tcOEof/Zrtp0M0Y7M0ZMV/8Cp3NEKABikcB+TL39ZyJFyNlfOZJaIBCpWUyz7H33nWCOdh3nnjf0y7QCqg3EdeefNU7FjNvlXQIKNw+UWADB++scjciDUtvDZQ+J6C1A7WEEBKBNzXIt69zwy2al7g1bYyu4NZpxseaC+hGlf/k9fGfCo6btLZdAWKQPakeso/rEzOakCAAxigzDa1mFYuf0pbd4elkPkbC1JOQsml6OqAMaAOa5FirtSOlD/yUcD2rRV1N5dV+6F8yaiqgAqhLfmeIXb2hRu2Kch+//879nnww0HZYOQ81AAEypM+wp/v68vduVWhhsqB8oWcpbNkHfxceNWT2As2CBU+MzBvm2XhrveIknNCc7fgQpHJg2Uid3WIVlPMrmZ9kN8GUeyblQeqCM2CJX+6kYpHQ54JrpLNUo0+9+pMvBOV/eSBXLizLUDAAwWbjkstWdGKGUk5edruccGrKwgR955x3AhAqhQNgiV+X8vSD0DVuAqeP5lJOtKfoxzMKDOGddR/AMr5b15oRRzVXjcJi9HMJLkSu2+ghfaJqTOACDljallrKIxtNwzw+RAMVfemxcq/oGVnNeg6gQvtEkdvvqfvw/15cg9eSbHOVDhuKoDlEunr2i5ISe6Czy3N1JO7s6d3LJDnf7E1BOYANa3Sv/bNtmXOgZu55nlSDbMTvjOX0khr8SyGYpdclyZawoAmEjWtwpf7JHtDGSaXDkLkzLeEEs5DlR0bjVMviYpustouryLjy2h5gBGazTt3l//msINhyS5kg2y7Tnvziopb09aIykW/cA5GFD3jOsodul8aUaz/G8/PWBP67yVE3rjR3SxI/jtbnmLp5b0t44orwFQc3IxoXGzozAp2RNt0THBX/9a3phabgzN9o0356+gkP1P75rlip0xq1xvByir4De7s/9V3PUWZ8mMCaglgFIwQQEoE5vMzb73oiRRQYFCrnKzWqPyQG2zvlX6rjYF63dL5oCk7HnTIAPbTl6hSXF55x4t72L2ywOAWmV9q8y9B+U/2CZ15a200+TIu3CyYm+aOvLgXVOxpzrZPie0khlwsbIlLu88+hxgXARS5u4Dyvz8sHQ479yp0ZG3euh2H23nsjP7U6Hzr7zX5J1/SSohTgCodc7kuKR4UeM3khQ+cUDBu3y5jSPHEetbZe4+IP+BNimVN/l+kqvYBZPkXVpEXgOgZljfyv/JQWV+dlhqD9SquCSp+6fbi4oJUe6zK++Rocafc5OsovgVxTmg+tggVLjxUPan4q63mJbYuNUPwOhwNg6UizXZm3WMZLInsjb/LvDsbFabVx6oYda36v7KLumF3ZLTI2Py7maTCt6xKuW1nQZXsfcvlrtoKheJAKCGhalQqc++Krs7k3cHY8R2hPLvOqjgsS4l/tccOYmh+wNnwSSpJTbyNg+5fE1utD2X7ZsQEfvzZfKWlHZ3JIBRCKTWO2PKbDs4sNlLndl2/2iHEjce3a/d2yBU+ratUnve5CKb2y5siPOvnEmxKE4AgLJ5Q2MsWllluPjRO4ZjlfrE80p+efGw+UjQGSj1d69Gv3dggDscKPPjgwq2ppT469lMUgDqgPWtUl/bqXBjd3Tzd6GY8GKPEtcfNWRM8Dce6jvH6R1TGzCG1isbv8h7UMXCF9ul7rzJCMMd79ZITR7HO1AFuMIDlIlJZe/6HrQHWO4rfw9Dky0P1K6eOw5Km1+T3FTeo7m9gId7ZdR2vNXz5J00nckJAFDDrG+VuvG1aHKCNKh/yA3g2d0ppW7cLesP3gKot6zryLQWMSjRu4Rz7svt/TKpcJgXAhgrUx5z1bgtWlGu4JxVSXZPJooP2XZvg1CpdZsVPLJvQGGT164LnH9leefOIa8E0Mu4jtwlU0eOH/l5Q6pTPf/4ypC/M+wJlfrYK33byQxx3hs+3SX/J4eO+D0AqHyZuw8o3NgtaagVRaVwQ7cydx8o+JwNQmVu2Zr9qdCYWuH4Rd6Dqtblq+jj3UjuEm5uA6oBrRQok9DNdoq9s+sHFOj3uMmWB2qT3+4rfHC75GQn4gxMJkdoJ+b4Fnlrji5vJQEAEy5zzyHZ3enB/cEA1krh7m6l7+rs/7hvFTybkf94Wpk/phRuDmRDr/c1/Qvnfx9idLCIZZsBHBnrW01+Ija4jQ4qKNndaWXuPSRJ8tfvVLjhUIGCI+eWzrJp5JYABnFeP7voMRxJkgmlF/fLPzxgi6is1D/uldLBiHmNJGV+3jbsxEsA1S/a2qFt5JhgJf8nhWNC+sevSen8mMOYGmpf33WTIq+1nDprXOoF4MhwRRQoE//xHllrZK0z9PYN2eetNfIf7xnfCgLjJNOWUfffvCzj9L/gZG3uYlF2tutQ7STuKf6RZcx8BYAaZ30r/8G2QauwF2KMZIxV+t4OhalQ1rdK/7hHXf/jsHo+36nU17qU/sdXpcBKYaNskCj8S23ujov+z1kpWgZ1YcuYvDcAQwue75aTGfouwl7Z2OA/0KYwFSiTt/dyX16ZK1g4t7SSnLOOUvyDi8ktAQzinjhJak4MO4YjOdmxHmW3bMgo/X+2DyoadAUKX+gqKq+RJB0OFL7IuBBQy/xNXdH5STE5T2CVfrr/ZOwwFSi4f2c0abOIMTUrSa7LmBqqXnSdRbJ2+DFkG0bXWoI/pAo+D6Cy0DMBZWKfb5dkZEzeUkM27yv7WPS8yZYHakvP3pR6/ma/HPfQgIGZ6AfT7+fC7cRbc7ScOHewAkCtC1/skbpKu3PQCaz2frlTPV/tVOZHPdLhvNsm3K6+uxxtUgoaZUNPNuyfixUaITSSzNFNR/R+ABQnfDFdSmmpu0epL7wo9d6xPDCvzD1WILcMGuQunckgPYCCjOvIO/8oDTeG0xdvTHbGpGQPtCu9r38s6/rX9qLmJeSznWz9CdSy8PGuksofuqVdr/0srTCwsr5V1xf2SbLZWZ0jj6kZOTLHTGdMDVWv7zqLNNwYsjHRd66zANWBs3KgXHqivZFyd/JEM/z6vmx2pl/vbNeewksCAtXI+lbtt+1U8HcvyE28KuMWGmjJbx99j/W1DyPn5Gny1swdlzoDACaW7QxH8Sojb0ug8OkBeZSTkjED707KDWS4vf3MwCXl8/ulcGOHuj/yR6Xv3iEbjKZuAIpTzCW8UDJdkntY8jpkdxwe9DsG55W5x3Pt3ZNsQv4fac8AhuZdMleaklR+/Og7T43K9N21HDEmUNff7e/92e8O1PNs6WM8psk9gpoDqHS2lDmZkryM0c6fZfSHf+5Wz11p2W35KyqMPKZmQ1fOiplHXG9gwnUPvM4iDb7OYrjOAlQZJigAZWITceUGwu1Qyw7lLSsclQeqX5AOtefT2+T+epeMO9ySWsO1DyP3sqMV/+CJ3OEGAHXCNGXjfW7J5OHklne0ruJ+WKD4cBcgi8/PlArk37NDqXVbmKQAlImzINm3VHpBoeR0Sm5qmEIjtOvQk8KkrHUVPmnY5x3AkIzryH3X8cXlCTlOqJh2q2Nbp8LA6omv9/QtP11kXqOkI2dh8sjfAICK5RyXKD4mWCmUp7gvaZdV5z0pOd6hvEJFnNOESXnnTxmDmgMTKx164joLUHu46gOUScZv7ltWOLvskLV9X/2WFbbZ8kCVS2dCPf1/dqllX7tksqsmDHtT3ID2EUZf5vjZiv/JPCYnAEAdcRYmpUmuoiWTRyhsJBvGFcrIsaZA8UL9h5M3IFhEfqa+b+GGNvnrdw3+lQCOmHtSXKETH7rdmx7Jyd4FVUpemc0to2VfE9HzYVL2sBRu5q4qAEOLLZssGVeyI+QJeYzjK/i/L+vxh7uV2CelvHj2dcXlNd7qSTJeqZtCAKgm3vnNsnKKO9exjlKxhIyVkikpaV6TcQauTjrEOU3ua1KznATjaqhuYWCV7mkp7TpLwHUWoBrQQwFlks7EZftlnKbAV8TKKJ1hZh+qmx9a/fOtbVqws0PWZAbMCO9/zA+Wfd5E+4QnPnpsWesKAKg8xjOKXTBJuUEFSYPvLupd0tGRsQll3OyEhoHCRHawot9fkKxXYNuHQvnZ4H4r88s9rKIAlIHxjNpPUnZwUQPafSg56QJ3Gg6XW+a1Z2MkG5NsdulXf0r0JzpYQQHA0IzryL3oqN593guN4+SVVm5Zac90ae+v/Giw1XGUcRIyZuS8RklXsTdPK8M7AVBJnKQjc0zjyDHBShknKTmOrJFcP5Bxu/K2nRloQJwy0dZWzlvYMhXVb/+mtAKTKOk6i2+5zgJUAyYoAGXipDuiE9EiGGPkpDvKXCOgfPww1Ifue1Vnbg3l2UyBfb+lYSco9J6EuYp9cSkzvAGgTnmXTZazvFHDL9XuSkGT0q6rlDfUXs1G8ls0OBXzoruJpBGWVi3wtw/7Cl8kXwPK4eCFh5VSS9S+8xlfKphXSsXllo6k7MQkv0W5IRDTzF3KAIYXf+tchUoUUTKKJ8ZIxlgt2XtIaU8KjNQeb1KgmCRHNiwcd0LrKv6Fo1k9AagTiU/MUGji0eTJAc9ZSbJGgeJqjzcrMFLak6akD8kYmz23KSJWWEfKTFNsljfm9QfG26Zf+oqrtOssMct5O1ANuAIElElgAvUtOzTc3T3R84EZuEwXUB38MNQHfvqMznl2iqb1DLeZ3vDtwYYJxW5aodjUWJlqCgCodMYzSnx4lmJvm6ow7inaliH6irYBSiq0TeqOx9WZjCvwHIVmiJ4nmCQbRHs5962kYCQbj/ajL1wDDdtXdZKvAeUQetKG2XF1u5MVhsm8rRmGe9UI51qhJxvGJZkoFgSTZSWZyUbOIgbsAQzPuI72X7pANhzq/LRwDGoMAslIXQnJOI7aEpOVNg2SXA3Ma9KmUXtOnSmvhZgE1Au30VX41plKm0bJun3bMVhHsq7SplFtiSkyjqOu7A5VrvLPQUYea7ZhQr4zhXwHNSF1SLJOaddZTILzdqAa0EsBZdLjuWrxpb5lhgqNrpl+5YFq9JlfP6uZW+fp+DZHiUyRWznktQcbuAqDaWr852PkNtIOAKDeGc8o9uYp2rm4UZ3/1Klp3aFMKFnjyRoj33VkjZGRFErqTjhq6im09YKRMjNlw8OS154tnX3cJqSgRXK6JTfd/zXD1a2Jfgooh71tSW2d7mpOl6tkOibXDxSzvjxrFFfnMK8ckFsGbnZJ9tzgpSObaZGCaPsYI8lbneBOZQBFia9sUHDnNHnxvQWeLRxHfLmKp6XQSr6RPOOoPdkiEzYp4aflyCqQUdqLqzvhqOEylqEG6k3LZQltfKpFU3Y0Ke6n5coqlFHKi8s6joykHk/qjEvJtKSBK0yNNNbst+jwEk+TyXdQA7pMGG3tGErFXmexzVz2BKoBLRUok62TWjRj/15Jwy/BFd3RZ7R1UouOHb/qAWPit1te1aoH5ui0Pb5iYUrRktyeZI2MhlqOV8rt0SkZBenj1PD1FiYnAAD62dto9MQxMb1ul9HkbsnNG4OwUrRygpG6ko68wCqRsdHd0covZ2SCyQqDyQqdjIwJZawjaxNyTZdkrIz1o9840vjdJE/OwuYxf58ApLa2hEJXenmKdFS7UWOPJ5Nx5Vi/dwWUYVd1tSbalzbTKsmRlZWRI4XRrYe52BAe4yh2eTFLtgOA1HqMq43NUzU/tV99YzuF5c5vY+nJmps39zEwku9KoeMoFU/2PtaVkLZOky45lqFZoN4Y12jHxa523ictPJBULG+udWikrrgUC6Rj9kteKMlOkXXzx5h7f1O/35uLQz1msmb9VUPZ3wcwHg67Vnsap2hSe/HXWexZM8avggBGjSwYKJPHZzg6bV+jPGe4O36igTY/bNTjMxydP051A8bCE7tf07k/atSK9CsyJujdNMhaR8a6kuMP+3pjpMCfrMQ/Nis2mW0dAAD9dfjSrrjVzslGHQmpOR1tRW+NlHak6V1ROSOjw42uJnWGivuDV1LIuI5COXJsTLLZey2M5Ju4YmFCclKSkx70uoFi582ScdkhDygHY6WUIx1KSHHfambnATXYQzK55VzNsHs9REX8BgW2QVaeHNs/FlgjdSYczVjbxOoJAIrmuEY7L/J03F2Nct2Rx3ZkpSazXYGdIl/TJBk5Vkr4Uk9MOtAohY6U8aK7o73TjFyXmATUo/lzPd05M9CuZmnJfikeRJMTMq7U2iY1pnP3iFt55lB0I5AzfD5kjBQGjXpyaVyr2ToGNWJH0mpek6fgcPHXWSadx4RkoBowwgaUSVs80AF3jqyNmpkdkEPmfrbW0QF3jtri7I2E6vHfzz2mi+44VjMzhyQNPHZDZdfijn4ceP6UW4E3TMp8bq4S01jSEgAw2KS40QuJaGWD9qR0qEHqjkvpmCRXSnt9903EAyPrukrFPaVjrtKeq3Qs+jnwXFnPKPCkg03SzmnSKzOkDXPjaos3RP1Srq8aos9ylk6Sd8nscXnfQD2aNiklGakjZnXCgR1qDPerL8c0I7ZRhTFl7HR1x+JKxV11Jj11J1x1x121N7jaP8lTuDLGil0ASnbepQ16sWWObBhNqh9qbCc3A9IoUMzZr7jZoWgtp0gyIzVkpFQsujv65SarCy5Ijs+bAFBxjj/KVSoWTUjY1xydp6Ri0pSuaHKCFK0BFTc7FHP2Rw8MkQ/1jjGHMW1vmqOz/4rYgtrR7gVKx6SDTnHXWV6LzZYT57InUA1oqUCZbI23aVLYFp2MWjNo4aH8xyeFbdoabxvvKgKj8p3f/rsufexCTfajW1cHLnPZt9SWkQ09DVpyTkY9doo6P3Gsmuey5BwAoLCTZ7nqmGLU7URbN/iu1B2TurN3He5pknxHkpVimdx1AaPQcRS6jkLH6ddJWSMlfWl/i9TWLMkz6mjqkZxAktM3sW4ga+Qc38LqCUAZTZ3aI8cNdfzBA2r2ozuj+pqv0dBt1CgMGnXYmauDTU3qbDTqTkqpuFFX0lF7o6OepKNUk9T6Pu6kAlC6eMzR82/39FryePlhkwae3+bGdqIhVtMbu1zTKU8HestZSc3d0sGk1BmTUitCxbiAAtQt1zU66xRP7W50TtMVi1aSau7um3/g6YBck8uLhsuHJD9s0o7k8frjWzw1NLF6AmrHi8k2BVZqscVdZ5keHJb1R1h9DUBFqIpMeMeOHfroRz+q173udTrttNP0wQ9+UNu3bx/xdT09Pfryl7+s888/XytWrNAVV1yhhx9+eFC5IAh0yy236OKLL9by5cv15je/WXfffXfB33nHHXfo8ssv1/Lly3XxxRfr1ltvlR04ZQuQtLzdUcIeks07UZUNJRtE37MDbdYaJewhLW+viuaIOvfQr7+t+C8v1wlt+2SVkZTdt7uA3LGfCuap285Ut2bosJmjLc2LlP7cHM1e2DKeVQcAVBnPMXrrSXE902TlWcnNbiIfOlLgSKEr7W6O9nHOZlrDCOWaw0raA0qmD2t/ItTupNX07rZsL5bL1xzJ5n1lH/N/tY9BDqCMHEc6du4hLT1waNAdUVGuGWS/QtnQyIauMv5MvRafr6db5+mFWQ3qipveGBG60XdrrJ6ZlNHhDxnupAIwau84u1FfWhZo89R52uMtVGjd6C7OvFwh4kvZ82Rrs8uy52UasVBqSUmvJUNdtbppAt4JgEpy3mlxZSZldCgexYhJPVGciM5rohgSXXfIxZbs1ld55yzWOgoV0+bJx+iLywK987zGCXs/QDk0m0AtPXbAdZbsZJ3ctRZF11qsNWoK25R5npWqgWpQ8dPpDh06pHe/+93q6OjQu9/9biUSCX3729/W1VdfrTvvvFPTp08f8rUf+9jH9Itf/EJXXXWV5s+frzvuuEPvf//79d3vfldnnnlmb7mbbrpJt956q972trdp5cqVWr9+vT7+8Y8rDEO95S1v6S1366236vOf/7wuuOACXX311Xr00Uf1+c9/Xp2dnfrQhz5U1s8B1WdeR6eMCSRZyaQkk5bJ2zvVWiPZuIwSkgLN6xh+DyVgov38vn9S08MX6U8OPiPP6Uv0cseybEL5l4eiO0cCyUi7m2aovUF6udnq1OuMZrdywgQAGNk1y+Jau9OX86iVVfZOCRstkZzMREMTdthrjqE8Z5dizm4Z40uSlrRJ8zs87WqcqmTgq//UhiGmORz2FW7pkHsik+uAcjkxfkjJIMhrhoXPo5TNPUPbIOPFNSkT7dncnpR2N0mHTKB2N9T2Bl+/mJVSEA/0s2OOmYi3BKBGeI7RstN3645wjs7fnVbrDqkvWFnJ9AwZq5ygS6H6JiOkjdVTJ2/Re72V4/gOAFQi1zX6wJ816qvfblfST6rV73vOUZeM0znkeHJuDM5IchXq8Vmd6jl6uzznzEF/B6hmKdumGd2Ts9dZpOGutZhs2wi3dkhLp0xIfQEUr+JvIfjud7+rV199Vd/85jf1oQ99SNddd52+853v6MCBA/rmN7855OseeeQRPfjgg7rhhhu0du1aXXXVVfr3f/93zZkzRzfddFNvuW3btum2227Ttddeqy984Qv6sz/7M33rW9/SKaecoi996UvKZDKSpMOHD+vmm2/WhRdeqHXr1uld73qXbr75Zl122WX613/9Vx04cGCoqqBOTfITkqzkdMk4KRXaMNU4KcnpkmSz5YHK9OyTP9fcn79eyw/ulKuBs1D7H8uDBdrfLD09PdTS9xgtaOVOEQBAcTzH6H8uSsjNm5zQkpIaM32XBcIhl04IlXBfVNx9TdFdR30Sga/j2vcO03cNZju5CwMoJy+d/9PI51Exd7tChZIkY6WmjDQ5I73WYvWvCzr00zkppbxQ71rcKM8Zfo0VABjJB1Ys1ObEXsX6nQ8XF6uUjVWS9PCUffrCeUvHocYAqkFLQ1yPHfWInmrM3/o3VMzdXtR4cs4h56C+ev6ycagxML7mpqbLs3mTE4q51hJy7g5Ug4qfoHDPPfdo5cqVWrasr4M94YQT9LrXvU733HPPkK+7++67FYvF9M53vrP3scbGRr3jHe/Qhg0btG3bNknSvffeqzAMdc011/SWc11XV199tfbu3avf/e53kqSf//zn6uzs1NVXX53d8yly7bXXqqenRw8++OBYvWXUiMMJVzKp3rv1zIAxsdzPxviSSUXlgQr19H1G8zrbJQ2+t3TgsTxQxnF17+yUTrmyR0tmMzkBAFCaMK9rachI8exYQ64/SnvRNg8Dhyc8Z5dcJxroG5SH5b4P0XcVYprI1YByCpN5PxRxHuU6nWq0u6LHss/FA+nkw44cK1k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\n", 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# corrPlot() with subselections (two levels)\n", "# NOTE: with hue mapping for a continuous range this can be quite slow (minutes).\n", "\n", "# Additional style forcing... not picking up globals here?\n", "hvPlotters.sns.set_style(\"whitegrid\") # OK\n", "\n", "# no phase corr\n", "# data.corrPlot(dataType = 'C', level = 'redchiGroup', sel = 'p', selLevel = 'Type', hue = 'redchi')\n", "\n", "# With phase corr\n", "data.phaseCorrection(absFlag=True,useRef=False) # NOTE - need to rerun phaseCorrection after classification\n", "# data.phaseCorrection(useRef=False) # Ref to self. (Defaults to input matrix elements)\n", "# data.paramPlot(dataType='pc', sel = 'C', hue = 'redchi', backend='hv', hRound = 9)\n", "# data.corrPlot(dataType = 'C', level = 'redchiGroup', sel = 'pc', selLevel = 'Type', hue = 'redchi') # Check pair correlations including redchi \n", "\n", "data.corrPlot(dataType = 'C', level = 'redchiGroup', sel = 'pc', selLevel = 'Type', hue = 'redchi', remap = 'lmMap') #, alpha = 0.3)\n", "\n", "# plot_kws={'alpha': 0.1}) # Additional args for Seaborn PairGrid, see https://stackoverflow.com/questions/47200033/how-to-adjust-transparency-alpha-in-seaborn-pairplot\n", "# plot_kws={'scatter_kws': {'alpha': 0.1}}) # Additional args \n", "\n", "# data.corrPlot(dataType = 'C', level = 'redchiGroup', sel = 'pc', selLevel = 'Type', hue = 'Fit') # Check pair correlations including Fit #\n", "\n", "if saveFigs:\n", "# plt.title('')\n", "# plt.ylabel(r'$\\beta_{L,M}$')\n", " import matplotlib.pyplot as plt\n", " from datetime import datetime as dt\n", " timeString = dt.now()\n", " plt.savefig(f'{data.job[\"fileIn\"].stem}_corrPlot_{timeString.strftime(\"%d%m%y\")}.png')" ] }, { "cell_type": "code", "execution_count": 27, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "Set parameter stats to self.paramsSummary.\n" ] }, { "data": { "text/html": [ "
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Typemnppc
ParamAgg
PU_SG_PU_1_1_n1_1min1.6050.399-0.8830.000
mean1.6140.401-0.8590.000
median1.6140.401-0.8610.000
max1.6260.404-0.7390.000
std0.0020.0010.0140.000
var0.0000.0000.0000.000
PU_SG_PU_1_n1_1_1min1.6020.398-0.8610.000
mean1.6140.401-0.8610.005
median1.6140.401-0.8610.002
max1.6280.404-0.8610.122
std0.0020.0010.0000.013
var0.0000.0000.0000.000
PU_SG_PU_3_1_n1_1min1.1240.279-2.9312.007
mean1.1430.2840.1492.059
median1.1430.2841.1972.059
max1.1740.2921.2662.091
std0.0030.0011.7980.005
var0.0000.0003.2320.000
PU_SG_PU_3_n1_1_1min1.1240.279-2.9281.985
mean1.1420.2840.1492.059
median1.1420.2841.1972.059
max1.1730.2911.2442.154
std0.0030.0011.7980.009
var0.0000.0003.2340.000
SU_SG_SU_1_0_0_1min2.6520.6592.1162.934
mean2.6530.6602.3572.987
median2.6530.6602.4342.987
max2.6530.6602.4933.049
std0.0000.0000.1340.007
var0.0000.0000.0180.000
SU_SG_SU_3_0_0_1min1.1430.284-1.0260.105
mean1.1440.285-0.7850.154
median1.1440.285-0.7080.154
max1.1440.285-0.6360.222
std0.0000.0000.1340.007
var0.0000.0000.0180.000
\n", "
" ], "text/plain": [ "Type m n p pc\n", "Param Agg \n", "PU_SG_PU_1_1_n1_1 min 1.605 0.399 -0.883 0.000\n", " mean 1.614 0.401 -0.859 0.000\n", " median 1.614 0.401 -0.861 0.000\n", " max 1.626 0.404 -0.739 0.000\n", " std 0.002 0.001 0.014 0.000\n", " var 0.000 0.000 0.000 0.000\n", "PU_SG_PU_1_n1_1_1 min 1.602 0.398 -0.861 0.000\n", " mean 1.614 0.401 -0.861 0.005\n", " median 1.614 0.401 -0.861 0.002\n", " max 1.628 0.404 -0.861 0.122\n", " std 0.002 0.001 0.000 0.013\n", " var 0.000 0.000 0.000 0.000\n", "PU_SG_PU_3_1_n1_1 min 1.124 0.279 -2.931 2.007\n", " mean 1.143 0.284 0.149 2.059\n", " median 1.143 0.284 1.197 2.059\n", " max 1.174 0.292 1.266 2.091\n", " std 0.003 0.001 1.798 0.005\n", " var 0.000 0.000 3.232 0.000\n", "PU_SG_PU_3_n1_1_1 min 1.124 0.279 -2.928 1.985\n", " mean 1.142 0.284 0.149 2.059\n", " median 1.142 0.284 1.197 2.059\n", " max 1.173 0.291 1.244 2.154\n", " std 0.003 0.001 1.798 0.009\n", " var 0.000 0.000 3.234 0.000\n", "SU_SG_SU_1_0_0_1 min 2.652 0.659 2.116 2.934\n", " mean 2.653 0.660 2.357 2.987\n", " median 2.653 0.660 2.434 2.987\n", " max 2.653 0.660 2.493 3.049\n", " std 0.000 0.000 0.134 0.007\n", " var 0.000 0.000 0.018 0.000\n", "SU_SG_SU_3_0_0_1 min 1.143 0.284 -1.026 0.105\n", " mean 1.144 0.285 -0.785 0.154\n", " median 1.144 0.285 -0.708 0.154\n", " max 1.144 0.285 -0.636 0.222\n", " std 0.000 0.000 0.134 0.007\n", " var 0.000 0.000 0.018 0.000" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Get parameter statistics.\n", "# Specify subselection criteria with a dictionary of selectors (currently uses index values only)\n", "# TODO: more general selection & groupings here.\n", "data.paramsReport(inds = {'redchiGroup':'C'})" ] }, { "cell_type": "code", "execution_count": 28, "metadata": {}, "outputs": [ { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
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\n", "" ], "text/plain": [ ":Overlay\n", " .NdOverlay.I :NdOverlay [l,m]\n", " :Spread [t] (BLM,BLM_std)\n", " .NdOverlay.II :NdOverlay [l,m]\n", " :Overlay\n", " .Curve.I :Curve [t] (BLM-ref)\n", " .Scatter.I :Scatter [t] (BLM-ref)" ] }, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "18391" } }, "output_type": "display_data" } ], "source": [ "# The default routine aggreagates over all fits (mean + std for spread) and stacks plots\n", "# Set xDim to ensure consistent plotting\n", "data.BLMsetPlot(xDim = 't')" ] }, { "cell_type": "code", "execution_count": 29, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saving self.data[plots][BLMdataAgg] to D:\\code\\python\\jupyterNotebooks\\dev\\PEMtk\\fitting\\multiFit_tests_and_parallel\\figs_290722\\dataDump_1000fitTests_multiFit_noise_051021_BLMdataAgg_290722_11-29-50.png\n", "Saving self.data[plots][BLMdataAgg] to D:\\code\\python\\jupyterNotebooks\\dev\\PEMtk\\fitting\\multiFit_tests_and_parallel\\figs_290722\\dataDump_1000fitTests_multiFit_noise_051021_BLMdataAgg_290722_11-29-53.html\n" ] }, { "data": {}, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.holoviews_exec.v0+json": "", "text/html": [ "
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\n", "" ], "text/plain": [ ":Overlay\n", " .NdOverlay.I :NdOverlay [l,m]\n", " :Overlay\n", " .Curve.I :Curve [t] (βlm (unnorm))\n", " .Scatter.I :Scatter [t] (βlm (unnorm))\n", " .Curve.II :Curve [t] (βlm (unnorm))\n", " .NdOverlay.II :NdOverlay [l,m]\n", " :Spread [t] (BLM,BLM_std)\n", " .NdOverlay.III :NdOverlay [l,m]\n", " :Overlay\n", " .Curve.I :Curve [t] (BLM-ref)\n", " .Scatter.I :Scatter [t] (BLM-ref)" ] }, "execution_count": 29, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "31678" } }, "output_type": "execute_result" } ], "source": [ "# Replot + input data\n", "figSize = [700,600]\n", "\n", "layout = (hvBLMPlot * data.data['plots']['BLMsetPlot']).opts(frame_width = figSize[0], frame_height = figSize[1], xaxis=True)\n", "\n", "# hvPlotters.hv.save(layout3, f'{fName.stem}_BLM_allFits_150422', fmt='html')\n", "# hvPlotters.hv.save(layout3, f'{fName.stem}_BLM_allFits_150422', fmt='png')\n", "\n", "pType = 'BLMdataAgg'\n", "data.data['plots'][pType] = layout\n", "\n", "if saveFigs:\n", " data.hvSave(pTypes = pType)\n", " \n", "layout" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Tables" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Final parameters" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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successchisqrredchi
countuniquetopfreqcountuniquetopfreqcountuniquetopfreq
redchiGroup
A00NaNNaN00NaNNaN00NaNNaN
B00NaNNaN00NaNNaN00NaNNaN
C2041True204204.000204.0000.0421.000204.000204.0000.0001.000
D00NaNNaN00NaNNaN00NaNNaN
E441True4444.00044.0000.0421.00044.00044.0000.0001.000
F00NaNNaN00NaNNaN00NaNNaN
G551True5555.00055.0000.0421.00055.00055.0000.0001.000
H00NaNNaN00NaNNaN00NaNNaN
I00NaNNaN00NaNNaN00NaNNaN
J00NaNNaN00NaNNaN00NaNNaN
K471True4747.00047.0000.0421.00047.00047.0000.0001.000
L00NaNNaN00NaNNaN00NaNNaN
M00NaNNaN00NaNNaN00NaNNaN
N00NaNNaN00NaNNaN00NaNNaN
O00NaNNaN00NaNNaN00NaNNaN
P00NaNNaN00NaNNaN00NaNNaN
Q00NaNNaN00NaNNaN00NaNNaN
R00NaNNaN00NaNNaN00NaNNaN
S00NaNNaN00NaNNaN00NaNNaN
\n", "
" ], "text/plain": [ " success chisqr redchi \\\n", " count unique top freq count unique top freq count \n", "redchiGroup \n", "A 0 0 NaN NaN 0 0 NaN NaN 0 \n", "B 0 0 NaN NaN 0 0 NaN NaN 0 \n", "C 204 1 True 204 204.000 204.000 0.042 1.000 204.000 \n", "D 0 0 NaN NaN 0 0 NaN NaN 0 \n", "E 44 1 True 44 44.000 44.000 0.042 1.000 44.000 \n", "F 0 0 NaN NaN 0 0 NaN NaN 0 \n", "G 55 1 True 55 55.000 55.000 0.042 1.000 55.000 \n", "H 0 0 NaN NaN 0 0 NaN NaN 0 \n", "I 0 0 NaN NaN 0 0 NaN NaN 0 \n", "J 0 0 NaN NaN 0 0 NaN NaN 0 \n", "K 47 1 True 47 47.000 47.000 0.042 1.000 47.000 \n", "L 0 0 NaN NaN 0 0 NaN NaN 0 \n", "M 0 0 NaN NaN 0 0 NaN NaN 0 \n", "N 0 0 NaN NaN 0 0 NaN NaN 0 \n", "O 0 0 NaN NaN 0 0 NaN NaN 0 \n", "P 0 0 NaN NaN 0 0 NaN NaN 0 \n", "Q 0 0 NaN NaN 0 0 NaN NaN 0 \n", "R 0 0 NaN NaN 0 0 NaN NaN 0 \n", "S 0 0 NaN NaN 0 0 NaN NaN 0 \n", "\n", " \n", " unique top freq \n", "redchiGroup \n", "A 0 NaN NaN \n", "B 0 NaN NaN \n", "C 204.000 0.000 1.000 \n", "D 0 NaN NaN \n", "E 44.000 0.000 1.000 \n", "F 0 NaN NaN \n", "G 55.000 0.000 1.000 \n", "H 0 NaN NaN \n", "I 0 NaN NaN \n", "J 0 NaN NaN \n", "K 47.000 0.000 1.000 \n", "L 0 NaN NaN \n", "M 0 NaN NaN \n", "N 0 NaN NaN \n", "O 0 NaN NaN \n", "P 0 NaN NaN \n", "Q 0 NaN NaN \n", "R 0 NaN NaN \n", "S 0 NaN NaN " ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "Set ref param = PU_SG_PU_1_1_n1_1\n" ] }, { "data": { "text/html": [ "
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ParamPU_SG_PU_1_1_n1_1PU_SG_PU_1_n1_1_1PU_SG_PU_3_1_n1_1PU_SG_PU_3_n1_1_1SU_SG_SU_1_0_0_1SU_SG_SU_3_0_0_1
FitTyperedchiGroup
2mC1.6101.6181.1411.1442.6531.144
nC0.4000.4020.2840.2840.6600.285
pC-0.857-0.8611.1991.2002.437-0.704
pcC0.0000.0042.0562.0572.9890.153
8mG1.5691.6551.1671.2072.6601.130
...........................
997pcC0.0000.0022.0592.0612.9860.155
999mC1.6101.6171.1411.1442.6531.144
nC0.4000.4020.2840.2850.6600.285
pC-0.856-0.8611.2001.2002.438-0.704
pcC0.0000.0052.0562.0562.9900.152
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1400 rows × 6 columns

\n", "
" ], "text/plain": [ "Param PU_SG_PU_1_1_n1_1 PU_SG_PU_1_n1_1_1 PU_SG_PU_3_1_n1_1 \\\n", "Fit Type redchiGroup \n", "2 m C 1.610 1.618 1.141 \n", " n C 0.400 0.402 0.284 \n", " p C -0.857 -0.861 1.199 \n", " pc C 0.000 0.004 2.056 \n", "8 m G 1.569 1.655 1.167 \n", "... ... ... ... \n", "997 pc C 0.000 0.002 2.059 \n", "999 m C 1.610 1.617 1.141 \n", " n C 0.400 0.402 0.284 \n", " p C -0.856 -0.861 1.200 \n", " pc C 0.000 0.005 2.056 \n", "\n", "Param PU_SG_PU_3_n1_1_1 SU_SG_SU_1_0_0_1 SU_SG_SU_3_0_0_1 \n", "Fit Type redchiGroup \n", "2 m C 1.144 2.653 1.144 \n", " n C 0.284 0.660 0.285 \n", " p C 1.200 2.437 -0.704 \n", " pc C 2.057 2.989 0.153 \n", "8 m G 1.207 2.660 1.130 \n", "... ... ... ... \n", "997 pc C 2.061 2.986 0.155 \n", "999 m C 1.144 2.653 1.144 \n", " n C 0.285 0.660 0.285 \n", " p C 1.200 2.438 -0.704 \n", " pc C 2.056 2.990 0.152 \n", "\n", "[1400 rows x 6 columns]" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "Set parameter stats to self.paramsSummary.\n" ] }, { "data": { "text/html": [ "
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Typemnppc
ParamAgg
PU_SG_PU_1_1_n1_1min1.6050.399-0.8830.000
mean1.6140.401-0.8590.000
median1.6140.401-0.8610.000
max1.6260.404-0.7390.000
std0.0020.0010.0140.000
var0.0000.0000.0000.000
PU_SG_PU_1_n1_1_1min1.6020.398-0.8610.000
mean1.6140.401-0.8610.005
median1.6140.401-0.8610.002
max1.6280.404-0.8610.122
std0.0020.0010.0000.013
var0.0000.0000.0000.000
PU_SG_PU_3_1_n1_1min1.1240.279-2.9312.007
mean1.1430.2840.1492.059
median1.1430.2841.1972.059
max1.1740.2921.2662.091
std0.0030.0011.7980.005
var0.0000.0003.2320.000
PU_SG_PU_3_n1_1_1min1.1240.279-2.9281.985
mean1.1420.2840.1492.059
median1.1420.2841.1972.059
max1.1730.2911.2442.154
std0.0030.0011.7980.009
var0.0000.0003.2340.000
SU_SG_SU_1_0_0_1min2.6520.6592.1162.934
mean2.6530.6602.3572.987
median2.6530.6602.4342.987
max2.6530.6602.4933.049
std0.0000.0000.1340.007
var0.0000.0000.0180.000
SU_SG_SU_3_0_0_1min1.1430.284-1.0260.105
mean1.1440.285-0.7850.154
median1.1440.285-0.7080.154
max1.1440.285-0.6360.222
std0.0000.0000.1340.007
var0.0000.0000.0180.000
\n", "
" ], "text/plain": [ "Type m n p pc\n", "Param Agg \n", "PU_SG_PU_1_1_n1_1 min 1.605 0.399 -0.883 0.000\n", " mean 1.614 0.401 -0.859 0.000\n", " median 1.614 0.401 -0.861 0.000\n", " max 1.626 0.404 -0.739 0.000\n", " std 0.002 0.001 0.014 0.000\n", " var 0.000 0.000 0.000 0.000\n", "PU_SG_PU_1_n1_1_1 min 1.602 0.398 -0.861 0.000\n", " mean 1.614 0.401 -0.861 0.005\n", " median 1.614 0.401 -0.861 0.002\n", " max 1.628 0.404 -0.861 0.122\n", " std 0.002 0.001 0.000 0.013\n", " var 0.000 0.000 0.000 0.000\n", "PU_SG_PU_3_1_n1_1 min 1.124 0.279 -2.931 2.007\n", " mean 1.143 0.284 0.149 2.059\n", " median 1.143 0.284 1.197 2.059\n", " max 1.174 0.292 1.266 2.091\n", " std 0.003 0.001 1.798 0.005\n", " var 0.000 0.000 3.232 0.000\n", "PU_SG_PU_3_n1_1_1 min 1.124 0.279 -2.928 1.985\n", " mean 1.142 0.284 0.149 2.059\n", " median 1.142 0.284 1.197 2.059\n", " max 1.173 0.291 1.244 2.154\n", " std 0.003 0.001 1.798 0.009\n", " var 0.000 0.000 3.234 0.000\n", "SU_SG_SU_1_0_0_1 min 2.652 0.659 2.116 2.934\n", " mean 2.653 0.660 2.357 2.987\n", " median 2.653 0.660 2.434 2.987\n", " max 2.653 0.660 2.493 3.049\n", " std 0.000 0.000 0.134 0.007\n", " var 0.000 0.000 0.018 0.000\n", "SU_SG_SU_3_0_0_1 min 1.143 0.284 -1.026 0.105\n", " mean 1.144 0.285 -0.785 0.154\n", " median 1.144 0.285 -0.708 0.154\n", " max 1.144 0.285 -0.636 0.222\n", " std 0.000 0.000 0.134 0.007\n", " var 0.000 0.000 0.018 0.000" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "image/png": 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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# Note - may need to rerun classifier here to ensure correct dataset if messed about with above!\n", "\n", "data.classifyFits(bins = [2.29e-4, 2.3e-4,20]) # Rerun classifier to clean-up\n", "data.phaseCorrection(absFlag=True, useRef = False)\n", "data.paramsReport(inds = {'redchiGroup':'C'})" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "*** Warning: found MultiIndex for DataFrame data.index - checkDims may have issues with Pandas MultiIndex, but will try anyway.\n", "Set ref param = PU_SG_PU_1_1_n1_1\n" ] }, { "data": { "text/html": [ "
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ParamPU_SG_PU_1_1_n1_1PU_SG_PU_1_n1_1_1PU_SG_PU_3_1_n1_1PU_SG_PU_3_n1_1_1SU_SG_SU_1_0_0_1SU_SG_SU_3_0_0_1
FitType
refm1.7851.7850.8030.8032.6861.109
n0.4450.4450.2000.2000.6690.276
p-0.861-0.861-3.120-3.1202.611-0.079
pc0.0000.0002.2592.2592.8110.782
\n", "
" ], "text/plain": [ "Param PU_SG_PU_1_1_n1_1 PU_SG_PU_1_n1_1_1 PU_SG_PU_3_1_n1_1 \\\n", "Fit Type \n", "ref m 1.785 1.785 0.803 \n", " n 0.445 0.445 0.200 \n", " p -0.861 -0.861 -3.120 \n", " pc 0.000 0.000 2.259 \n", "\n", "Param PU_SG_PU_3_n1_1_1 SU_SG_SU_1_0_0_1 SU_SG_SU_3_0_0_1 \n", "Fit Type \n", "ref m 0.803 2.686 1.109 \n", " n 0.200 0.669 0.276 \n", " p -3.120 2.611 -0.079 \n", " pc 2.259 2.811 0.782 " ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stdout", "output_type": "stream", "text": [ "Set parameter comparison to self.paramsSummaryComp.\n" ] }, { "data": { "text/html": [ "
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ParamPU_SG_PU_1_1_n1_1PU_SG_PU_1_n1_1_1PU_SG_PU_3_1_n1_1PU_SG_PU_3_n1_1_1SU_SG_SU_1_0_0_1SU_SG_SU_3_0_0_1
TypeSourcedType
mmeannum1.6141.6141.1431.1422.6531.144
refnum1.7851.7850.8030.8032.6861.109
diff%10.58310.59929.73329.7151.2643.030
num-0.171-0.1710.3400.339-0.0340.035
std%0.1300.1370.2660.2650.0020.007
num0.0020.0020.0030.0030.0000.000
diff/std%8139.3547726.09511168.31611210.07579267.77044813.500
nmeannum0.4010.4010.2840.2840.6600.285
refnum0.4450.4450.2000.2000.6690.276
diff%10.78410.80129.60429.5871.4492.853
num-0.043-0.0430.0840.084-0.0100.008
std%0.1330.1330.2620.2640.0140.018
num0.0010.0010.0010.0010.0000.000
diff/std%8123.9728123.93711298.19911228.37810459.71915923.757
pmeannum-0.859-0.8610.1490.1492.357-0.785
refnum-0.861-0.861-3.120-3.1202.611-0.079
diff%0.1950.0002189.8332198.78510.77989.974
num0.0020.0003.2703.269-0.254-0.706
std%1.6320.0001204.0221209.4525.69917.083
num0.0140.0001.7981.7980.1340.134
diff/std%11.953inf181.876181.800189.129526.696
pcmeannum0.0000.0052.0592.0592.9870.154
refnum0.0000.0002.2592.2592.8110.782
diff%nan100.0009.7419.7385.893407.161
num0.0000.005-0.201-0.2000.176-0.628
std%nan243.1490.2560.4600.2264.424
num0.0000.0130.0050.0090.0070.007
diff/std%nan41.1273798.7552114.9262605.6489204.066
\n", "
" ], "text/plain": [ "Param PU_SG_PU_1_1_n1_1 PU_SG_PU_1_n1_1_1 PU_SG_PU_3_1_n1_1 \\\n", "Type Source dType \n", "m mean num 1.614 1.614 1.143 \n", " ref num 1.785 1.785 0.803 \n", " diff % 10.583 10.599 29.733 \n", " num -0.171 -0.171 0.340 \n", " std % 0.130 0.137 0.266 \n", " num 0.002 0.002 0.003 \n", " diff/std % 8139.354 7726.095 11168.316 \n", "n mean num 0.401 0.401 0.284 \n", " ref num 0.445 0.445 0.200 \n", " diff % 10.784 10.801 29.604 \n", " num -0.043 -0.043 0.084 \n", " std % 0.133 0.133 0.262 \n", " num 0.001 0.001 0.001 \n", " diff/std % 8123.972 8123.937 11298.199 \n", "p mean num -0.859 -0.861 0.149 \n", " ref num -0.861 -0.861 -3.120 \n", " diff % 0.195 0.000 2189.833 \n", " num 0.002 0.000 3.270 \n", " std % 1.632 0.000 1204.022 \n", " num 0.014 0.000 1.798 \n", " diff/std % 11.953 inf 181.876 \n", "pc mean num 0.000 0.005 2.059 \n", " ref num 0.000 0.000 2.259 \n", " diff % nan 100.000 9.741 \n", " num 0.000 0.005 -0.201 \n", " std % nan 243.149 0.256 \n", " num 0.000 0.013 0.005 \n", " diff/std % nan 41.127 3798.755 \n", "\n", "Param PU_SG_PU_3_n1_1_1 SU_SG_SU_1_0_0_1 SU_SG_SU_3_0_0_1 \n", "Type Source dType \n", "m mean num 1.142 2.653 1.144 \n", " ref num 0.803 2.686 1.109 \n", " diff % 29.715 1.264 3.030 \n", " num 0.339 -0.034 0.035 \n", " std % 0.265 0.002 0.007 \n", " num 0.003 0.000 0.000 \n", " diff/std % 11210.075 79267.770 44813.500 \n", "n mean num 0.284 0.660 0.285 \n", " ref num 0.200 0.669 0.276 \n", " diff % 29.587 1.449 2.853 \n", " num 0.084 -0.010 0.008 \n", " std % 0.264 0.014 0.018 \n", " num 0.001 0.000 0.000 \n", " diff/std % 11228.378 10459.719 15923.757 \n", "p mean num 0.149 2.357 -0.785 \n", " ref num -3.120 2.611 -0.079 \n", " diff % 2198.785 10.779 89.974 \n", " num 3.269 -0.254 -0.706 \n", " std % 1209.452 5.699 17.083 \n", " num 1.798 0.134 0.134 \n", " diff/std % 181.800 189.129 526.696 \n", "pc mean num 2.059 2.987 0.154 \n", " ref num 2.259 2.811 0.782 \n", " diff % 9.738 5.893 407.161 \n", " num -0.200 0.176 -0.628 \n", " std % 0.460 0.226 4.424 \n", " num 0.009 0.007 0.007 \n", " diff/std % 2114.926 2605.648 9204.066 " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "# With abs phaseCorrection flag set\n", "import pandas as pd\n", "# pd.options.display.precision = 5\n", "pd.options.display.float_format = '{:.3f}'.format\n", "\n", "data.paramsCompare(phaseCorrParams={'absFlag':True, 'useRef':False})\n" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [], "source": [ "# Output table to latex\n", "if saveTables:\n", " data.paramsSummaryComp.to_latex(f'paramsComp_latex_{timeString.strftime(\"%d%m%y\")}.tex')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Init & final relabelled" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Aggregate results from best fits" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Set reformatted aggregate data to self.data[agg][matEpd].\n" ] } ], "source": [ "data.setAggMatE(simpleForm = True)" ] }, { "cell_type": "code", "execution_count": 34, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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TypemnppccompcompClabels
Contlmmu
PU1-111.6140.401-0.8590.0001.054-1.222j0.401+0.000j1,-1
1-11.6140.401-0.8610.0051.051-1.224j0.401+0.002j1,1
3-111.1430.2840.1492.0591.130+0.170j-0.133+0.251j3,-1
1-11.1420.2840.1492.0591.130+0.169j-0.133+0.251j3,1
SU1002.6530.6602.3572.987-1.877+1.874j-0.652+0.102j1,0
3001.1440.285-0.7850.1540.809-0.808j0.281+0.044j3,0
\n", "
" ], "text/plain": [ "Type m n p pc comp compC labels\n", "Cont l m mu \n", "PU 1 -1 1 1.614 0.401 -0.859 0.000 1.054-1.222j 0.401+0.000j 1,-1\n", " 1 -1 1.614 0.401 -0.861 0.005 1.051-1.224j 0.401+0.002j 1,1\n", " 3 -1 1 1.143 0.284 0.149 2.059 1.130+0.170j -0.133+0.251j 3,-1\n", " 1 -1 1.142 0.284 0.149 2.059 1.130+0.169j -0.133+0.251j 3,1\n", "SU 1 0 0 2.653 0.660 2.357 2.987 -1.877+1.874j -0.652+0.102j 1,0\n", " 3 0 0 1.144 0.285 -0.785 0.154 0.809-0.808j 0.281+0.044j 3,0" ] }, "execution_count": 34, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.data['agg']['matEpd']" ] }, { "cell_type": "code", "execution_count": 35, "metadata": {}, "outputs": [], "source": [ "if saveTables:\n", " data.data['agg']['matEpd'].to_latex(f'paramsAggRelabelled_latex_{timeString.strftime(\"%d%m%y\")}.tex')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "#### Input matrix elements\n", "\n", "Use `setAggMatE` for consistent reformatting to table." ] }, { "cell_type": "code", "execution_count": 36, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Set reformatted ref data to self.data[ref][matEpd].\n" ] }, { "data": { "text/html": [ "
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compmplabels
Contlmmu
PU1-111.163-1.354j1.785-0.8611,-1
1-11.163-1.354j1.785-0.8611,1
3-11-0.803-0.017j0.803-3.1203,-1
1-1-0.803-0.017j0.803-3.1203,1
SU100-2.317+1.359j2.6862.6111,0
3001.106-0.087j1.109-0.0793,0
\n", "
" ], "text/plain": [ " comp m p labels\n", "Cont l m mu \n", "PU 1 -1 1 1.163-1.354j 1.785 -0.861 1,-1\n", " 1 -1 1.163-1.354j 1.785 -0.861 1,1\n", " 3 -1 1 -0.803-0.017j 0.803 -3.120 3,-1\n", " 1 -1 -0.803-0.017j 0.803 -3.120 3,1\n", "SU 1 0 0 -2.317+1.359j 2.686 2.611 1,0\n", " 3 0 0 1.106-0.087j 1.109 -0.079 3,0" ] }, "execution_count": 36, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.setAggMatE(key = 'ref', simpleForm = True) \n", "data.data['ref']['matEpd']" ] }, { "cell_type": "code", "execution_count": 37, "metadata": {}, "outputs": [], "source": [ "if saveTables:\n", " data.data['agg']['matEpd'].to_latex(f'paramsInputRelabelled_latex_{timeString.strftime(\"%d%m%y\")}.tex')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### Comparison table relabelled\n", "\n", "Update table with renamed params from list." ] }, { "cell_type": "code", "execution_count": 38, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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lm1,11,-13,13,-11,03,0
TypeSourcedType
mmeannum1.6141.6141.1431.1422.6531.144
refnum1.7851.7850.8030.8032.6861.109
diff%10.58310.59929.73329.7151.2643.030
num-0.171-0.1710.3400.339-0.0340.035
std%0.1300.1370.2660.2650.0020.007
num0.0020.0020.0030.0030.0000.000
diff/std%8139.3547726.09511168.31611210.07579267.77044813.500
nmeannum0.4010.4010.2840.2840.6600.285
refnum0.4450.4450.2000.2000.6690.276
diff%10.78410.80129.60429.5871.4492.853
num-0.043-0.0430.0840.084-0.0100.008
std%0.1330.1330.2620.2640.0140.018
num0.0010.0010.0010.0010.0000.000
diff/std%8123.9728123.93711298.19911228.37810459.71915923.757
pmeannum-0.859-0.8610.1490.1492.357-0.785
refnum-0.861-0.861-3.120-3.1202.611-0.079
diff%0.1950.0002189.8332198.78510.77989.974
num0.0020.0003.2703.269-0.254-0.706
std%1.6320.0001204.0221209.4525.69917.083
num0.0140.0001.7981.7980.1340.134
diff/std%11.953inf181.876181.800189.129526.696
pcmeannum0.0000.0052.0592.0592.9870.154
refnum0.0000.0002.2592.2592.8110.782
diff%nan100.0009.7419.7385.893407.161
num0.0000.005-0.201-0.2000.176-0.628
std%nan243.1490.2560.4600.2264.424
num0.0000.0130.0050.0090.0070.007
diff/std%nan41.1273798.7552114.9262605.6489204.066
\n", "
" ], "text/plain": [ "lm 1,1 1,-1 3,1 3,-1 1,0 3,0\n", "Type Source dType \n", "m mean num 1.614 1.614 1.143 1.142 2.653 1.144\n", " ref num 1.785 1.785 0.803 0.803 2.686 1.109\n", " diff % 10.583 10.599 29.733 29.715 1.264 3.030\n", " num -0.171 -0.171 0.340 0.339 -0.034 0.035\n", " std % 0.130 0.137 0.266 0.265 0.002 0.007\n", " num 0.002 0.002 0.003 0.003 0.000 0.000\n", " diff/std % 8139.354 7726.095 11168.316 11210.075 79267.770 44813.500\n", "n mean num 0.401 0.401 0.284 0.284 0.660 0.285\n", " ref num 0.445 0.445 0.200 0.200 0.669 0.276\n", " diff % 10.784 10.801 29.604 29.587 1.449 2.853\n", " num -0.043 -0.043 0.084 0.084 -0.010 0.008\n", " std % 0.133 0.133 0.262 0.264 0.014 0.018\n", " num 0.001 0.001 0.001 0.001 0.000 0.000\n", " diff/std % 8123.972 8123.937 11298.199 11228.378 10459.719 15923.757\n", "p mean num -0.859 -0.861 0.149 0.149 2.357 -0.785\n", " ref num -0.861 -0.861 -3.120 -3.120 2.611 -0.079\n", " diff % 0.195 0.000 2189.833 2198.785 10.779 89.974\n", " num 0.002 0.000 3.270 3.269 -0.254 -0.706\n", " std % 1.632 0.000 1204.022 1209.452 5.699 17.083\n", " num 0.014 0.000 1.798 1.798 0.134 0.134\n", " diff/std % 11.953 inf 181.876 181.800 189.129 526.696\n", "pc mean num 0.000 0.005 2.059 2.059 2.987 0.154\n", " ref num 0.000 0.000 2.259 2.259 2.811 0.782\n", " diff % nan 100.000 9.741 9.738 5.893 407.161\n", " num 0.000 0.005 -0.201 -0.200 0.176 -0.628\n", " std % nan 243.149 0.256 0.460 0.226 4.424\n", " num 0.000 0.013 0.005 0.009 0.007 0.007\n", " diff/std % nan 41.127 3798.755 2114.926 2605.648 9204.066" ] }, "execution_count": 38, "metadata": {}, "output_type": "execute_result" } ], "source": [ "summaryRenamed = pemtk.fit._util.renameParams(data.paramsSummaryComp, data.lmmu['lmMap']) \n", "summaryRenamed" ] }, { "cell_type": "code", "execution_count": 39, "metadata": {}, "outputs": [], "source": [ "if saveTables:\n", " data.data['agg']['matEpd'].to_latex(f'paramsInputRelabelled_latex_{timeString.strftime(\"%d%m%y\")}.tex')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### MFPAD plotting\n", "\n", "**FINAL PLOTTING IN MFPAD_replotting_from_file_190722-dist.ipynb for tidy version**\n", "\n", "UPDATES here for data handling and export only." ] }, { "cell_type": "code", "execution_count": 40, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Added dim Targ\n", "Added dim Total\n", "Added dim Targ\n", "Added dim Total\n", "Set XR dataset for self.data['agg']['matE']\n" ] } ], "source": [ "# Set Agg data to XR dataset, along with ref data set\n", "data.aggToXR(refKey = 'orb5', returnType = 'ds', conformDims=True) # OK\n", "# data.aggToXR(refKey = 'orb5', returnType = 'ds', conformDims=False) # If False, set to dict, otherwise fails at DS stacking\n", "# data.aggToXR(refKey = 'orb5', returnType = 'da', conformDims=False) # OK - sets to separate DAs. May want this for better dim handling - missing some sym dims in current example case.\n", "# data.aggToXR(returnType = 'ds', conformDims=False) # OK without refKey to stack with different dims." ] }, { "cell_type": "code", "execution_count": 41, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
\n", "\n", "\n", "Show/Hide data repr\n", "\n", "\n", "\n", "\n", "\n", "Show/Hide attributes\n", "\n", "\n", "\n", "\n", "\n", "\n", "\n", "
xarray.Dataset
    • Eke: 51
    • LM: 18
    • Sym: 4
    • Type: 4
    • it: 1
    • mu: 3
    • Type
      (Type)
      object
      'L' 'V' 'comp' 'compC'
      array(['L', 'V', 'comp', 'compC'], dtype=object)
    • LM
      (LM)
      MultiIndex
      (l, m)
      array([(1, -1), (1, 0), (1, 1), (3, -1), (3, 0), (3, 1), (5, -1), (5, 0),\n",
       "       (5, 1), (7, -1), (7, 0), (7, 1), (9, -1), (9, 0), (9, 1), (11, -1),\n",
       "       (11, 0), (11, 1)], dtype=object)
    • l
      (LM)
      int64
      1 1 1 3 3 3 5 ... 7 9 9 9 11 11 11
      array([ 1,  1,  1,  3,  3,  3,  5,  5,  5,  7,  7,  7,  9,  9,  9, 11, 11, 11],\n",
       "      dtype=int64)
    • m
      (LM)
      int64
      -1 0 1 -1 0 1 -1 ... -1 0 1 -1 0 1
      array([-1,  0,  1, -1,  0,  1, -1,  0,  1, -1,  0,  1, -1,  0,  1, -1,  0,  1],\n",
       "      dtype=int64)
    • Sym
      (Sym)
      MultiIndex
      (Cont, Targ, Total)
      array([('PU', 'SG', 'PU'), ('PU', 'U', 'U'), ('SU', 'SG', 'SU'),\n",
       "       ('SU', 'U', 'U')], dtype=object)
    • Cont
      (Sym)
      object
      'PU' 'PU' 'SU' 'SU'
      array(['PU', 'PU', 'SU', 'SU'], dtype=object)
    • Targ
      (Sym)
      object
      'SG' 'U' 'SG' 'U'
      array(['SG', 'U', 'SG', 'U'], dtype=object)
    • Total
      (Sym)
      object
      'PU' 'U' 'SU' 'U'
      array(['PU', 'U', 'SU', 'U'], dtype=object)
    • mu
      (mu)
      int64
      -1 0 1
      array([-1,  0,  1], dtype=int64)
    • Ehv
      (Eke)
      float64
      17.4 18.4 19.4 ... 65.4 66.4 67.4
      array([17.4, 18.4, 19.4, 20.4, 21.4, 22.4, 23.4, 24.4, 25.4, 26.4, 27.4,\n",
       "       28.4, 29.4, 30.4, 31.4, 32.4, 33.4, 34.4, 35.4, 36.4, 37.4, 38.4,\n",
       "       39.4, 40.4, 41.4, 42.4, 43.4, 44.4, 45.4, 46.4, 47.4, 48.4, 49.4,\n",
       "       50.4, 51.4, 52.4, 53.4, 54.4, 55.4, 56.4, 57.4, 58.4, 59.4, 60.4,\n",
       "       61.4, 62.4, 63.4, 64.4, 65.4, 66.4, 67.4])
    • Eke
      (Eke)
      float64
      0.1 1.1 2.1 3.1 ... 48.1 49.1 50.1
      array([ 0.1,  1.1,  2.1,  3.1,  4.1,  5.1,  6.1,  7.1,  8.1,  9.1, 10.1, 11.1,\n",
       "       12.1, 13.1, 14.1, 15.1, 16.1, 17.1, 18.1, 19.1, 20.1, 21.1, 22.1, 23.1,\n",
       "       24.1, 25.1, 26.1, 27.1, 28.1, 29.1, 30.1, 31.1, 32.1, 33.1, 34.1, 35.1,\n",
       "       36.1, 37.1, 38.1, 39.1, 40.1, 41.1, 42.1, 43.1, 44.1, 45.1, 46.1, 47.1,\n",
       "       48.1, 49.1, 50.1])
    • it
      (it)
      int64
      1
      array([1], dtype=int64)
    • SF
      (Eke)
      complex128
      (2.1560627+3.741674j) ... (4.4127053+1.8281945j)
      array([2.1560627+3.741674j , 2.2237521+3.6277801j, 2.2894411+3.5236912j,\n",
       "       2.3532973+3.4280768j, 2.4154658+3.3398459j, 2.476074 +3.2580947j,\n",
       "       2.5352337+3.1820671j, 2.5930439+3.1111249j, 2.6495932+3.0447254j,\n",
       "       2.7049605+2.9824035j, 2.759217 +2.9237583j, 2.812427 +2.8684419j,\n",
       "       2.8646489+2.816151j , 2.9159356+2.7666193j, 2.9663357+2.7196125j,\n",
       "       3.0158937+2.6749231j, 3.0646504+2.6323667j, 3.1126435+2.5917789j,\n",
       "       3.1599077+2.5530124j, 3.2064753+2.5159351j, 3.2523762+2.4804276j,\n",
       "       3.2976383+2.4463822j, 3.3422875+2.4137013j, 3.386348 +2.3822961j,\n",
       "       3.4298425+2.3520857j, 3.4727924+2.3229962j, 3.5152175+2.29496j  ,\n",
       "       3.5571367+2.267915j , 3.5985676+2.2418041j, 3.6395269+2.2165748j,\n",
       "       3.6800303+2.1921786j, 3.7200928+2.1685705j, 3.7597284+2.1457091j,\n",
       "       3.7989505+2.1235559j, 3.8377718+2.1020749j, 3.8762043+2.0812328j,\n",
       "       3.9142594+2.0609987j, 3.9519481+2.0413435j, 3.9892808+2.0222401j,\n",
       "       4.0262673+2.0036632j, 4.0629171+1.985589j , 4.0992393+1.9679953j,\n",
       "       4.1352425+1.9508611j, 4.1709348+1.9341668j, 4.2063244+1.9178938j,\n",
       "       4.2414186+1.9020249j, 4.2762249+1.8865434j, 4.3107501+1.8714338j,\n",
       "       4.345001 +1.8566817j, 4.378984 +1.8422729j, 4.4127053+1.8281945j])
    • comp
      (Type, mu, LM, Sym)
      complex128
      (nan+nanj) ... (nan+nanj)
      array([[[[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]]],\n",
       "\n",
       "\n",
       "       [[[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]]],\n",
       "\n",
       "\n",
       "       [[[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,  1.05149172-1.22394193j,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,  1.12975546+0.16921918j,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj, -1.87741993+1.87381355j],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,  0.80933551-0.80825182j],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,  1.05370029-1.22236047j,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,  1.12992788+0.16998089j,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]]],\n",
       "\n",
       "\n",
       "       [[[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]]]])
    • compC
      (Type, mu, LM, Sym)
      complex128
      (nan+nanj) ... (nan+nanj)
      array([[[[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]]],\n",
       "\n",
       "\n",
       "       [[[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]]],\n",
       "\n",
       "\n",
       "       [[[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]]],\n",
       "\n",
       "\n",
       "       [[[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,  0.40135294+0.00215583j,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj, -0.13325424+0.25096315j,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj, -0.65190516+0.10163353j],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,  0.28112833+0.04371509j],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]],\n",
       "\n",
       "        [[        nan       +nanj,  0.40141894+0.j        ,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj, -0.13327317+0.25103294j,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj],\n",
       "         [        nan       +nanj,         nan       +nanj,\n",
       "                  nan       +nanj,         nan       +nanj]]]])
    • orb5
      (LM, Eke, Sym, mu, it, Type)
      complex128
      (nan+nanj) ... (nan+nanj)
      E :
      0.1
      Ehv :
      15.68
      SF :
      (2.1560627+3.741674j)
      Lmax :
      11
      Cont :
      SU
      Targ :
      SG
      Total :
      SU
      QNs :
      ['m', 'l', 'mu', 'ip', 'it', 'Value']
      dataType :
      matE
      file :
      n2_3sg_0.1-50.1eV_A2.inp.out
      fileBase :
      D:\\code\\github\\ePSproc\\data\\photoionization\\n2_multiorb
      fileList :
      n2_3sg_0.1-50.1eV_A2.inp.out
      jobLabel :
      3sg-1
      array([[[[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-1.7757076e+00+6.3474768e-01j,\n",
       "            -1.9403462e+00+6.9465999e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[ 1.1629411e+00-1.3536696e+00j,\n",
       "             1.2585400e+00-1.4670488e+00j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-6.7206736e-01-1.5510867e+00j,\n",
       "            -7.2345845e-01-1.6647964e+00j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        ...,\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-4.3564182e-01-7.1276154e-01j,\n",
       "            -4.2509554e-01-6.6006094e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-4.3153069e-01-7.0462323e-01j,\n",
       "            -4.2061423e-01-6.5253773e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-4.2731653e-01-6.9626607e-01j,\n",
       "            -4.1606509e-01-6.4490113e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]]],\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "       [[[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[ 2.7363206e+00-9.2696864e-02j,\n",
       "             2.9815816e+00-1.0062913e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-2.3170597e+00+1.3587362e+00j,\n",
       "            -2.4961077e+00+1.4631580e+00j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[ 1.6888467e-01+2.6389559e+00j,\n",
       "             1.7928455e-01+2.8082277e+00j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        ...,\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-1.3280743e-01+4.3357421e-01j,\n",
       "            -1.1225816e-01+3.9916386e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-1.4907960e-01+4.3031896e-01j,\n",
       "            -1.2699346e-01+3.9484078e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-1.6461802e-01+4.2668132e-01j,\n",
       "            -1.4097903e-01+3.9029174e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]]],\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "       [[[[[-1.7757076e+00+6.3474768e-01j,\n",
       "            -1.9403462e+00+6.9465999e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[ 1.1629411e+00-1.3536696e+00j,\n",
       "             1.2585400e+00-1.4670488e+00j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[-6.7206736e-01-1.5510867e+00j,\n",
       "            -7.2345845e-01-1.6647964e+00j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        ...,\n",
       "\n",
       "\n",
       "\n",
       "        [[[[-4.3564182e-01-7.1276154e-01j,\n",
       "            -4.2509554e-01-6.6006094e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[-4.3153069e-01-7.0462323e-01j,\n",
       "            -4.2061423e-01-6.5253773e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[-4.2731653e-01-6.9626607e-01j,\n",
       "            -4.1606509e-01-6.4490113e-01j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]]],\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "       ...,\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "       [[[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-2.2166421e-08+1.4897224e-08j,\n",
       "            -2.2462645e-08+1.5296980e-08j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[ 1.4168322e-07-1.0108773e-07j,\n",
       "             1.4358297e-07-1.0257807e-07j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        ...,\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[ 9.1652969e-06-3.8486844e-06j,\n",
       "             5.8206861e-06-1.9595570e-06j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[ 9.0395586e-06-4.2857498e-06j,\n",
       "             5.5904864e-06-2.2352132e-06j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[ 8.9213389e-06-4.6971505e-06j,\n",
       "             5.3667894e-06-2.4842580e-06j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]]],\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "       [[[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[ 3.4737547e-08-1.5180966e-08j,\n",
       "             3.7068537e-08-1.6190679e-08j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-2.2552182e-07+1.1579025e-07j,\n",
       "            -2.3947258e-07+1.2304319e-07j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        ...,\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-5.3579641e-06+1.5190377e-06j,\n",
       "            -1.5411234e-06-3.5035308e-07j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-5.7787135e-06+1.7595393e-06j,\n",
       "            -1.7745738e-06-2.9031071e-07j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[-6.1975055e-06+2.0338273e-06j,\n",
       "            -2.0070606e-06-2.0324783e-07j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]]],\n",
       "\n",
       "\n",
       "\n",
       "\n",
       "       [[[[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[-2.2166421e-08+1.4897224e-08j,\n",
       "            -2.2462645e-08+1.5296980e-08j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[ 1.4168322e-07-1.0108773e-07j,\n",
       "             1.4358297e-07-1.0257807e-07j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        ...,\n",
       "\n",
       "\n",
       "\n",
       "        [[[[ 9.1652969e-06-3.8486844e-06j,\n",
       "             5.8206861e-06-1.9595570e-06j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[ 9.0395586e-06-4.2857498e-06j,\n",
       "             5.5904864e-06-2.2352132e-06j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]],\n",
       "\n",
       "\n",
       "\n",
       "        [[[[ 8.9213389e-06-4.6971505e-06j,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]],\n",
       "\n",
       "\n",
       "         [[[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]],\n",
       "\n",
       "          [[           nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj,\n",
       "                       nan          +nanj]]]]]])
" ], "text/plain": [ "\n", "Dimensions: (Eke: 51, LM: 18, Sym: 4, Type: 4, it: 1, mu: 3)\n", "Coordinates:\n", " * Type (Type) object 'L' 'V' 'comp' 'compC'\n", " * LM (LM) MultiIndex\n", " - l (LM) int64 1 1 1 3 3 3 5 5 5 7 7 7 9 9 9 11 11 11\n", " - m (LM) int64 -1 0 1 -1 0 1 -1 0 1 -1 0 1 -1 0 1 -1 0 1\n", " * Sym (Sym) MultiIndex\n", " - Cont (Sym) object 'PU' 'PU' 'SU' 'SU'\n", " - Targ (Sym) object 'SG' 'U' 'SG' 'U'\n", " - Total (Sym) object 'PU' 'U' 'SU' 'U'\n", " * mu (mu) int64 -1 0 1\n", " Ehv (Eke) float64 17.4 18.4 19.4 20.4 21.4 ... 63.4 64.4 65.4 66.4 67.4\n", " * Eke (Eke) float64 0.1 1.1 2.1 3.1 4.1 5.1 ... 46.1 47.1 48.1 49.1 50.1\n", " * it (it) int64 1\n", " SF (Eke) complex128 (2.1560627+3.741674j) ... (4.4127053+1.8281945j)\n", "Data variables:\n", " comp (Type, mu, LM, Sym) complex128 (nan+nanj) (nan+nanj) ... (nan+nanj)\n", " compC (Type, mu, LM, Sym) complex128 (nan+nanj) (nan+nanj) ... (nan+nanj)\n", " orb5 (LM, Eke, Sym, mu, it, Type) complex128 (nan+nanj) ... (nan+nanj)" ] }, "execution_count": 41, "metadata": {}, "output_type": "execute_result" } ], "source": [ "data.data['agg']['matE'] " ] }, { "cell_type": "code", "execution_count": 42, "metadata": {}, "outputs": [], "source": [ "# Write data - quick way from dataset\n", "from epsproc.util.listFuncs import dataTypesList\n", "dType = 'matE'\n", "refDims = dataTypesList()[dType]['def']\n", "\n", "if exportData:\n", " dataSave = data.data['agg']['matE'].unstack(refDims(sType='sDict'))\n", " dataSave.to_netcdf('matE_fittingAgg_Ref_200722_DS_c.ncf', engine='h5netcdf', invalid_netcdf=True) # OK IF READ IN WITH SAME ENGINE ONLY!" ] }, { "cell_type": "code", "execution_count": 43, "metadata": {}, "outputs": [], "source": [ "# Write data with function + wrapper - TODO" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Density matrix plotting\n", "\n", "Adapted from https://epsproc.readthedocs.io/en/dev/methods/density_mat_notes_demo_300821.html" ] }, { "cell_type": "code", "execution_count": 44, "metadata": {}, "outputs": [], "source": [ "import numpy as np\n", "\n", "def unsignedPhase(da):\n", " \"\"\"Convert to unsigned phases.\"\"\"\n", " # Set mag, phase\n", " mag = da.pipe(np.abs)\n", " phase = da.pipe(np.angle) # Returns np array only!\n", " \n", " # Set unsigned\n", " magUS = mag.pipe(np.abs)\n", "# phaseUS = phase.pipe(np.abs) \n", " phaseUS = np.abs(phase)\n", " \n", " # Set complex\n", " compFixed = magUS * np.exp(1j* phaseUS)\n", "# return mag,phase\n", " return compFixed" ] }, { "cell_type": "code", "execution_count": 45, "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", " if (typeof (root._bokeh_timeout) === \"undefined\" || 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software\n", " * without specific prior written permission.\n", " * \n", " * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS \"AS IS\"\n", " * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE\n", " * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE\n", " * ARE DISCLAIMED. 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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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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 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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": [ ":Layout\n", " .NdLayout.Left_parenthesis_a_right_parenthesis_Reference_density_matrix_left_parenthesis_unsigned_phases_right_parenthesis :NdLayout [Component]\n", " :HeatMap [l,m,mu,l,m,mu_p] (n2_3sg_0.1-50.1eV_A2.inp.out)\n", " .NdLayout.Left_parenthesis_b_right_parenthesis_Reconstructed :NdLayout [pType]\n", " :HeatMap [l,m,mu,l,m,mu_p] (compC)\n", " .NdLayout.Left_parenthesis_c_right_parenthesis_Difference :NdLayout [pType]\n", " :HeatMap [l,m,mu,l,m,mu_p] (Difference)" ] }, "execution_count": 45, "metadata": { "application/vnd.holoviews_exec.v0+json": { "id": "36738" } }, "output_type": "execute_result" } ], "source": [ "# v2 - as v1, but differences for unsigned phase case & fix labels\n", "# 26/07/22: messy but working. Some labelling tricks to push back into matPlot() routine\n", "\n", "# Import routines\n", "from epsproc.calc import density\n", "\n", "\n", "# Compose density matrix\n", "\n", "# Set dimensions/state vector/representation\n", "# These must be in original data, but will be restacked as necessary to define the effective basis space.\n", "denDims = ['LM', 'mu']\n", "selDims = {'Type':'L'}\n", "pTypes=['r','i']\n", "thres = 1e-2 # 0.2 # Threshold out l>3 terms if using full 'orb5' set.\n", "normME = False\n", "normDen = 'max'\n", "usPhase = True # Use unsigned phases?\n", "\n", "# Calculate - Ref case\n", "# matE = data.data['subset']['matE']\n", "# Set data from master class\n", "# k = 'orb5' # N2 orb5 (SG) dataset\n", "k = 'subset'\n", "matE = data.data[k]['matE']\n", "if normME:\n", " matE = matE/matE.max()\n", "\n", "if usPhase:\n", " matE = unsignedPhase(matE)\n", " \n", "daOut, *_ = density.densityCalc(matE, denDims = denDims, selDims = selDims, thres = thres) # OK\n", "\n", "if normDen=='max':\n", " daOut = daOut/daOut.max()\n", "elif normDen=='trace':\n", " daOut = daOut/(daOut.sum('Sym').pipe(np.trace)**2) # Need sym sum here to get 2D trace\n", " \n", "# daPlot = density.matPlot(daOut.sum('Sym'))\n", "daPlot = density.matPlot(daOut.sum('Sym'), pTypes=pTypes)\n", "\n", "# Retrieved\n", "matE = data.data['agg']['matE']['compC']\n", "selDims = {'Type':'compC'} # For stacked DS case need to set selDims again here to avoid null data selection below.\n", "if normME:\n", " matE = matE/matE.max()\n", " \n", "if usPhase:\n", " matE = unsignedPhase(matE)\n", " \n", "daOut2, *_ = density.densityCalc(matE, denDims = denDims, selDims = selDims, thres = thres) # OK\n", "\n", "if normDen=='max':\n", " daOut2 = daOut2/daOut2.max()\n", "elif normDen=='trace':\n", " daOut2 = daOut2/(daOut2.sum('Sym').pipe(np.trace)**2)\n", " \n", "daPlot2 = density.matPlot(daOut2.sum('Sym'), pTypes=pTypes) #.sel(Eke=slice(0.5,1.5,1)))\n", "\n", "\n", "# Compute difference\n", "if usPhase:\n", " daDiff = unsignedPhase(daOut.sum('Sym')) - unsignedPhase(daOut2.sum('Sym'))\n", "\n", "else:\n", " daDiff = daOut.sum('Sym') - daOut2.sum('Sym')\n", "\n", "daDiff.name = 'Difference'\n", "daPlotDiff = density.matPlot(daDiff, pTypes=pTypes)\n", "\n", "\n", "\n", "#******** Plot\n", "daLayout = (daPlot.redim(pType='Component').layout('Component').relabel('(a) Reference density matrix (unsigned phases)') + daPlot2.opts(show_title=False).layout('pType').opts(show_title=True).relabel('(b) Reconstructed') + \n", " daPlotDiff.opts(show_title=False).layout('pType').opts(show_title=True).relabel('(c) Difference')).cols(1) \n", "daLayout.opts(hvPlotters.opts.HeatMap(width=300, frame_width=300, aspect='square', tools=['hover'], colorbar=True, cmap='coolwarm')) # .opts(show_title=False) # .opts(title=\"Custom Title\") #OK\n", "\n", "\n", "\n", "# Notes on titles... see https://holoviews.org/user_guide/Customizing_Plots.html\n", "#\n", "# .relabel('Test') and .opts(title=\"Custom Title\") OK for whole row titles\n", "#\n", "# daPlot2.opts(show_title=False).layout('pType').opts(show_title=True).relabel('Recon') Turns off titles per plot, then titles layout\n", "#\n", "# .redim() to modify individual plot group label (from dimension name) " ] }, { "cell_type": "code", "execution_count": 46, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Saving self.data[plots][densityNorm_max] to D:\\code\\python\\jupyterNotebooks\\dev\\PEMtk\\fitting\\multiFit_tests_and_parallel\\figs_290722\\dataDump_1000fitTests_multiFit_noise_051021_densityNorm_max_290722_11-30-03.png\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:param.HeatMapPlot59896: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot59931: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot60033: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot60068: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot60169: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot60204: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n" ] }, { "name": "stdout", "output_type": "stream", "text": [ "Saving self.data[plots][densityNorm_max] to D:\\code\\python\\jupyterNotebooks\\dev\\PEMtk\\fitting\\multiFit_tests_and_parallel\\figs_290722\\dataDump_1000fitTests_multiFit_noise_051021_densityNorm_max_290722_11-30-09.html\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ "WARNING:param.HeatMapPlot60993: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot61028: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot61130: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot61165: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot61266: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n", "WARNING:param.HeatMapPlot61301: Due to internal constraints, when aspect and width/height is set, the bokeh backend uses those values as frame_width/frame_height instead. This ensures the aspect is respected, but means that the plot might be slightly larger than anticipated. Set the frame_width/frame_height explicitly to suppress this warning.\n" ] } ], "source": [ "# Save plots\n", "pType = f'densityNorm_{normDen}'\n", "data.data['plots'][pType] = daLayout\n", "\n", "saveFigs = True\n", "if saveFigs:\n", " data.hvSave(pTypes = pType)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Versions" ] }, { "cell_type": "code", "execution_count": 47, "metadata": {}, "outputs": [ { "data": { "text/html": [ "\n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", " \n", "
Fri Jul 29 11:30:10 2022 Eastern Daylight Time
OSWindowsCPU(s)32MachineAMD64
Architecture64bitRAM63.9 GBEnvironmentJupyter
Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)]
epsproc1.3.2-devpemtk0.0.1holoviews1.14.8
hvplot0.6.0xarray0.15.0numpy1.18.1
pandas1.0.1matplotlib3.3.1bokeh1.4.0
scipy1.3.0IPython7.12.0scooby0.5.6
Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191125 for Intel(R) 64 architecture applications
" ], "text/plain": [ "\n", "--------------------------------------------------------------------------------\n", " Date: Fri Jul 29 11:30:10 2022 Eastern Daylight Time\n", "\n", " OS : Windows\n", " CPU(s) : 32\n", " Machine : AMD64\n", " Architecture : 64bit\n", " RAM : 63.9 GB\n", " Environment : Jupyter\n", "\n", " Python 3.7.3 (default, Apr 24 2019, 15:29:51) [MSC v.1915 64 bit (AMD64)]\n", "\n", " epsproc : 1.3.2-dev\n", " pemtk : 0.0.1\n", " holoviews : 1.14.8\n", " hvplot : 0.6.0\n", " xarray : 0.15.0\n", " numpy : 1.18.1\n", " pandas : 1.0.1\n", " matplotlib : 3.3.1\n", " bokeh : 1.4.0\n", " scipy : 1.3.0\n", " IPython : 7.12.0\n", " scooby : 0.5.6\n", "\n", " Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191125 for\n", " Intel(R) 64 architecture applications\n", "--------------------------------------------------------------------------------" ] }, "execution_count": 47, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import scooby\n", "scooby.Report(additional=['epsproc', 'pemtk','holoviews', 'hvplot', 'xarray','numpy','pandas', 'matplotlib', 'bokeh'])" ] }, { "cell_type": "code", "execution_count": 48, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "* dev\n", " master\n", " numba-tests\n", "b3a28d11374935812dd9b837d3acc661ea26fc1f\n" ] } ], "source": [ "# Check current Git commit for local ePSproc version\n", "from pathlib import Path\n", "!git -C {Path(ep.__file__).parent} branch\n", "!git -C {Path(ep.__file__).parent} log --format=\"%H\" -n 1" ] }, { "cell_type": "code", "execution_count": 49, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "3b16244eb24918d0ad57af9b3e8fa76e36903b0e\trefs/heads/dev\n", "54b929025381f1c2cbf371180fa870f247e7f627\trefs/heads/master\n", "69cd89ce5bc0ad6d465a4bd8df6fba15d3fd1aee\trefs/heads/numba-tests\n", "ea30878c842f09d525fbf39fa269fa2302a13b57\trefs/heads/revert-9-master\n" ] } ], "source": [ "# Check current remote commits\n", "!git ls-remote --heads https://github.com/phockett/ePSproc" ] }, { "cell_type": "code", "execution_count": 50, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "* master\n", "5fd0ade08cb745ab0a8acf183644c30e48c0fd07\n" ] } ], "source": [ "# Check current Git commit for local PEMtk version\n", "from pathlib import Path\n", "!git -C {Path(pemtk.__file__).parent} branch\n", "!git -C {Path(pemtk.__file__).parent} log --format=\"%H\" -n 1" ] }, { "cell_type": "code", "execution_count": 51, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "5fd0ade08cb745ab0a8acf183644c30e48c0fd07\trefs/heads/master\n" ] } ], "source": [ "# Check current remote commits\n", "!git ls-remote --heads https://github.com/phockett/pemtk" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "jupytext": { "formats": "ipynb,md" }, "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": "3.7.3" } }, "nbformat": 4, "nbformat_minor": 4 }